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      "cwdBefore": "$DATA/notebooks/cmuzipxm4000grxoq6u2ose79/01a11b81-c5e1-7663-a4ea-873f68e0e1c8/data",
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        "plain": [
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      "outputs": [
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supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260125A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260217A_skymap_probdensity_multiorder.fits.gz', 'bytes': 38410, 'sha256': '3fbd9c8913bce80fba4c6055a96a94cab9f6ecbbc759408a8abe5f3015b7a46a', 'uncompressed_sha256': '0aada9437e76131adaa625ff4bc9799a89daf6a38f38306b044c4378249e50a1', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260217A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260217A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260315A_skymap_probdensity_multiorder.fits.gz', 'bytes': 44974, 'sha256': 'dbbd957a79762fff376c1443e4141b504d3f09012500123befa7eaa50661cf50', 'uncompressed_sha256': '6c15b0e469c627982743f1afdfd1713f28cdd819ff30294329dfba20d5186e4c', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260315A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260315A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260425A_skymap_probdensity_multiorder.fits.gz', 'bytes': 32595, 'sha256': 'da4351c06f5c9003b8f5fdde83f02acb8da2291170f9c04867b71e0c272549b3', 'uncompressed_sha256': 'db73c7357b2323060bf441c975084717d16c831eebe4ce9b97e4b2295ccbe848', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260425A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260425A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260504A_skymap_probdensity_multiorder.fits.gz', 'bytes': 42980, 'sha256': '1629f5e71e05d01c57d1cf26ea690949ef72bae0d9a8b9a77770ea141fd36396', 'uncompressed_sha256': '9a6874f4d75b3e990a6e9cbdd486ace0648cb473d33e53fbbb7895bd31183249', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260504A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260504A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260610A_skymap_probdensity_multiorder.fits.gz', 'bytes': 43088, 'sha256': 'bae0bf8caab2f30e9ffd7eff9e611e3e8e7a19115257974478616df936b0ad0b', 'uncompressed_sha256': '4b28034106ec4fe91e2eeb7703621ee9f5edeacedfe7fdebe0dac4056d96eab2', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260610A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260610A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260622A_skymap_probdensity_multiorder.fits.gz', 'bytes': 42912, 'sha256': 'e385d3c4823fc2e2df5bff1f58b07a60fe125153fde9cc6e808c4fdbf69a9ad8', 'uncompressed_sha256': '90ec0bc4e90d2dedebb326314661363e01551ab7d994932241d9a10b1651ea6a', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260622A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260622A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260704A_skymap_probdensity_multiorder.fits.gz', 'bytes': 42512, 'sha256': 'c55234f949334911db016aaa857bb25e557717d767f072cac9a7b1c42ffe3dc9', 'uncompressed_sha256': 'd843f4c5aec985267014ae21201fdbc88464714c62ac755d908d5968f0efb6dd', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260704A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260704A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260708A_skymap_probdensity_multiorder.fits.gz', 'bytes': 39313, 'sha256': 'e28de97f891f7a9fc53dba73f1954b5d8500916cc37468b433aca4104e7467df', 'uncompressed_sha256': 'ece6153ff4b22491728060155156952ca050d9bc1294818ffcd7e31a316773bd', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260708A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-26\n"
        ]
      },
      "outputs": [
        {
          "type": "stream",
          "name": "stdout",
          "text": "Manifest structure: ['description', 'files']\n{'description': 'Twenty user-downloaded original IceCube 2026 track-alert multi-order FITS maps, preserved byte-for-byte. Download metadata records official source; latest/retraction completeness still requires source audit.', 'files': [{'file': 'IceCube-260115A_skymap_probdensity_multiorder.fits.gz', 'bytes': 56726, 'sha256': 'e373741a587d6976dbe30041af5cfbe0cec45585732f3c74d1e7f16a6afe901b', 'uncompressed_sha256': '989516bbf16b2cf9b93b2152866885ead201dedc8722c43ec53705b05acc139a', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260115A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260115A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260125A_skymap_probdensity_multiorder.fits.gz', 'bytes': 44841, 'sha256': '4fbb6f12773a2c317eea0b0c159a3d85a9255cacb5e67279f582398a2813e699', 'uncompressed_sha256': '9d6def4f4a98b6b78a4cf6f3f88dccfbd89e4bcb351a4cff033688f96b0b432f', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260125A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260125A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260217A_skymap_probdensity_multiorder.fits.gz', 'bytes': 38410, 'sha256': '3fbd9c8913bce80fba4c6055a96a94cab9f6ecbbc759408a8abe5f3015b7a46a', 'uncompressed_sha256': '0aada9437e76131adaa625ff4bc9799a89daf6a38f38306b044c4378249e50a1', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260217A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260217A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260315A_skymap_probdensity_multiorder.fits.gz', 'bytes': 44974, 'sha256': 'dbbd957a79762fff376c1443e4141b504d3f09012500123befa7eaa50661cf50', 'uncompressed_sha256': '6c15b0e469c627982743f1afdfd1713f28cdd819ff30294329dfba20d5186e4c', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260315A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260315A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260425A_skymap_probdensity_multiorder.fits.gz', 'bytes': 32595, 'sha256': 'da4351c06f5c9003b8f5fdde83f02acb8da2291170f9c04867b71e0c272549b3', 'uncompressed_sha256': 'db73c7357b2323060bf441c975084717d16c831eebe4ce9b97e4b2295ccbe848', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260425A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260425A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260504A_skymap_probdensity_multiorder.fits.gz', 'bytes': 42980, 'sha256': '1629f5e71e05d01c57d1cf26ea690949ef72bae0d9a8b9a77770ea141fd36396', 'uncompressed_sha256': '9a6874f4d75b3e990a6e9cbdd486ace0648cb473d33e53fbbb7895bd31183249', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260504A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260504A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260610A_skymap_probdensity_multiorder.fits.gz', 'bytes': 43088, 'sha256': 'bae0bf8caab2f30e9ffd7eff9e611e3e8e7a19115257974478616df936b0ad0b', 'uncompressed_sha256': '4b28034106ec4fe91e2eeb7703621ee9f5edeacedfe7fdebe0dac4056d96eab2', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260610A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260610A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260622A_skymap_probdensity_multiorder.fits.gz', 'bytes': 42912, 'sha256': 'e385d3c4823fc2e2df5bff1f58b07a60fe125153fde9cc6e808c4fdbf69a9ad8', 'uncompressed_sha256': '90ec0bc4e90d2dedebb326314661363e01551ab7d994932241d9a10b1651ea6a', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260622A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260622A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260704A_skymap_probdensity_multiorder.fits.gz', 'bytes': 42512, 'sha256': 'c55234f949334911db016aaa857bb25e557717d767f072cac9a7b1c42ffe3dc9', 'uncompressed_sha256': 'd843f4c5aec985267014ae21201fdbc88464714c62ac755d908d5968f0efb6dd', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260704A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260704A_skymap_probdensity_multiorder.fits.gz'}, {'file': 'IceCube-260708A_skymap_probdensity_multiorder.fits.gz', 'bytes': 39313, 'sha256': 'e28de97f891f7a9fc53dba73f1954b5d8500916cc37468b433aca4104e7467df', 'uncompressed_sha256': 'ece6153ff4b22491728060155156952ca050d9bc1294818ffcd7e31a316773bd', 'browser_download_origin': 'kMDItemWhereFroms = (\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260708A_skymap_probdensity_multiorder.fits.gz\",\\n    \"https://roc-2.icecube.wisc.edu/public/alerts/\"\\n)\\n', 'downloaded_by': 'user; supplied 2026-10-09', 'source_url': 'https://roc-2.icecube.wisc.edu/public/alerts/IceCube-26\n"
        },
        {
          "type": "error",
          "message": "Traceback (most recent call last):",
          "traceback": "Traceback (most recent call last):\n  File \"/Applications/Open-Science.app/Contents/Resources/app.asar.unpacked/resources/notebook/python_loop.py\", line 922, in _run\n    exec(compile(ast.Module(body, type_ignores=[]), \"<cell>\", \"exec\"), _globals)\n  File \"<cell>\", line 5, in <module>\nModuleNotFoundError: No module named 'astropy'\n"
        }
      ],
      "workingFiles": [],
      "inputFiles": [],
      "frozenPermissionScope": {
        "allowedHelperSkillIds": []
      },
      "frozenRuntimeTarget": {
        "language": "python",
        "environment": "default-python",
        "processKey": "python:default-python"
      },
      "endedAt": 1791510969264,
      "cwdAfter": "$DATA/notebooks/cmuzipxm4000grxoq6u2ose79/01a11b81-c5e1-7663-a4ea-873f68e0e1c8/data",
      "fileEvidence": {
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        "activityId": "notebook-run-1791510968227-214",
        "activityKind": "notebook-run",
        "evidenceId": "execution-file-evidence-notebook-run-1791510968227-214",
        "state": "partial",
        "checksum": "88782c80a4461732cb3f50671dae470b60a74d9bac5c0ff99aeeeb001b865350",
        "storageKey": "execution-file-evidence/cmuzipxm4000grxoq6u2ose79/01a11b81-c5e1-7663-a4ea-873f68e0e1c8/activity-notebook-run-1791510968227-214/evidence.json",
        "relationCount": 0,
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        "initialViewState": "complete",
        "managedRootsFinalState": "partial",
        "scientificOutputAnalysis": "partial",
        "fileReads": "partial",
        "externalPaths": "partial",
        "writerAttribution": "partial",
        "reasonCodes": [
          "delayed-writes-not-observed",
          "dynamic-path-unresolved",
          "execution-incomplete",
          "external-paths-not-observed",
          "file-reads-not-observed",
          "remote-outputs-not-observed",
          "source-analysis-unsupported-call",
          "transient-files-not-captured",
          "writer-not-isolated"
        ]
      },
      "environmentCapture": {
        "state": "unavailable",
        "reason": "environment-capture-failed"
      },
      "kernelDispatched": true
    },
    {
      "runId": "notebook-run-1791511027696-215",
      "executionMode": "foreground",
      "submissionIdentity": "a2a5f250-dac8-4b98-9598-8d289cb49faa",
      "submissionFingerprint": "3b2aeacd6f20555144a1b621ceb3957d1b39c28bbf4c30c5f404e02f01c9bae4",
      "admittedAt": 1791511027696,
      "kernelEpochId": "bbb3b8c7-ce92-43df-ac45-58c516aa81d2",
      "executionInvocationId": "a2a5f250-dac8-4b98-9598-8d289cb49faa",
      "cellId": "cell-bd563aa5-7556-407b-93cd-0a38e5de24aa",
      "source": "agent",
      "inputKind": "cell",
      "kernelKind": "python",
      "script": "from astropy.io import fits\nfrom html.parser import HTMLParser\nclass TextParser(HTMLParser):\n    def __init__(self): super().__init__(); self.parts=[]; self.skip=0\n    def handle_starttag(self,tag,attrs):\n        if tag in ('script','style'): self.skip+=1\n    def handle_endtag(self,tag):\n        if tag in ('script','style'): self.skip=max(0,self.skip-1)\n    def handle_data(self,data):\n        if not self.skip and data.strip(): self.parts.append(data.strip())\np=TextParser();p.feed(z.read('gcn-icecube-documentation.html').decode());doc='\\n'.join(p.parts)\nprint(doc[:22000])\nfirst=fits.open(io.BytesIO(gzip.decompress(z.read(z.namelist()[0]))))\nprint('\\nFITS HEADERS\\n',first[0].header, '\\n', first[1].header)\nprint(first[1].data.shape, first[1].columns)\nprint('OTHER MANIFEST FILES:', [f for f in manifest['files'] if not f['file'].endswith('.fits.gz')])",
      "status": "completed",
      "startedAt": 1791511027732,
      "cwdBefore": "$DATA/notebooks/cmuzipxm4000grxoq6u2ose79/01a11b81-c5e1-7663-a4ea-873f68e0e1c8/data",
      "executionCount": 3,
      "environment": "default-python",
      "rootFrameId": "root-frame-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "agentFrameId": "root-frame-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "messageBranchId": "message-branch-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "runtimeSegmentId": "runtime-segment-64350fb5-6e37-4262-bfce-77d6a124447a",
      "promptMessageId": "64350fb5-6e37-4262-bfce-77d6a124447a",
      "text": {
        "stdout": "GCN - Missions - IceCube\nSkip to main content\nAn official website of the United States government\nHere’s how you know\nHere’s how you know\nOfficial websites use .gov\nA\n.gov\nwebsite belongs to an official government organization in the United States.\nSecure .gov websites use HTTPS\nA\nlock (\n)\nor\nhttps://\nmeans you’ve safely connected to the\n.gov\nwebsite. Share sensitive information only on official, secure websites.\nGeneral Coordinates Network\nMenu\nMissions\nNotices\nCirculars\nDocumentation\nSign in / Sign up\nJSON Notices via Email, Kafka Cron Jobs, Submitter Profile, GCN is Hiring. See\nnews and announcements\nMissions, Instruments, and Facilities\nBOOM\nCALET\nCHIME\nDSA-110\nEinstein Probe\nFermi Gamma-ray Space Telescope\nGECAM\nHAWC\nIceCube Neutrino Observatory\nKonus-Wind\nLIGO/Virgo/KAGRA\nMAXI\nNeil Gehrels Swift Observatory\nSNEWS\nSuper-Kamiokande\nSVOM\nArchive\nIceCube Neutrino Observatory\nConstruction Completion Date:\nDecember 2010\nEnd of Operations:\nNo specific requirement\nData Archives:\nDataverse\nData Releases\nHEASARC\nThe\nIceCube Neutrino Observatory\nis a cubic-kilometer Cherenkov particle detector\ndeployed in the Antarctic ice beneath the Amundsen-Scott South Pole Station. It consists of 86 strings of\nphoto-detectors, extending to a depth of about 2,500 meters below the glacier's surface and\ninstrumenting a cubic-kilometer of ice. The Digital Optical Module photo-detectors detect the light\nproduced by relativistic charged particles produced by neutrino interactions in or near the instrumented\nvolume of ice.\nIceCube is sensitive to neutrinos from all directions. As neutrinos pass through the ice, their interactions can\nleave track signatures (order-km in length) in the IceCube detector array when they produce secondary muons or compact signatures (cascades of ~m in extent) when they produce secondary electrons or hadrons. Track events can be reconstructed with an uncertainty of less than 1 degree, while cascade events have higher signal purity. IceCube triggers on signals for neutrino energies greater than ~10 GeV (10\n10\neV) and can identify likely astrophysical neutrino events for neutrino energies greater than ~50 TeV (5x10\n13\neV) and issue alerts to the community.\nThe IceCube realtime alert point of contact can be reached at\nroc@icecube.wisc.edu\n.\nIceCube has been operating a real-time alert system since 2016\n(\nIceCube Collaboration 2017\n)\n. The system includes multiple event types.\nIceCube High-Energy Neutrino Track Alerts\nThis section focuses on high-energy (of order TeV-PeV) track-like alerts. These events originate from charged-current interactions between muon neutrinos and quarks in the ice. Owing to their excellent angular resolution, which improves with energy, track-like alerts are particularly valuable for neutrino astronomy.\nThe system allows rapid notification of the multimessenger community about likely astrophysical neutrino track-like events detected by IceCube, initiating follow-ups to detect source candidates. A major breakthrough occurred in September 2017, when a neutrino with an energy of approximately 300 TeV (IC-170922A) was found in spatial and temporal coincidence with the flaring blazar TXS 0506+056. This association, supported by gamma-ray data from Fermi-LAT, had a significance of ~3\n(\nIceCube Collaboration 2018\n)\n. This marked the first compelling multimessenger association between a neutrino and an astrophysical object, providing evidence that blazars can act as cosmic-ray accelerators. Archival analysis revealed a possible earlier neutrino flare from the same source between September 2014 and March 2015, with a significance of 3.5\nindependent of the 2017 alert\n(\nIceCube Collaboration 2018\n)\n. These observations highlight the potential of real-time multimessenger astronomy.\nIn 2019, the real-time framework for track-like events was upgraded to improve event selection and alert message content\n(\nIceCube Collaboration 2023\n)\n.\nA recent enhancement in the IceCube real-time system was introduced in September 2024\n(\nIceCube Collaboration 2024\n)\n. IceCube now adopts a revised follow-up reconstruction strategy that applies different algorithms based on the event's energy deposition or topology. This hybrid approach improves angular resolution across a broad energy range and ensures robust statistical coverage of the reported localization uncertainties\n(\nIceCube Collaboration 2026\n)\n.\nDescription\nEvents are classified into\nGold\nand\nBronze\nstreams based on their likelihood of being astrophysical, quantified by a metric historically called\nsignalness\n(with the switch to GCN over Kafka, this metric is now referred to as\np_astro\n):\nwhere\nand\nare the expected numbers of signal and background events (both atmospheric neutrinos and muons) with reconstructed event energy\nabove the selected energy proxy\nat declination\n, derived from simulations. Following the above definition,\nthe astrophysical probability quantifies the expected fraction of astrophysical neutrinos, derived from MC simulations, for events with similar reconstructed direction and with reconstructed energies at or above the event energy E_event, assuming a given astrophysical spectrum\n.\nThe streams were optimized assuming an astrophysical neutrino power-law energy spectral index of\n.\nThe selection criteria are designed such that the expected signal purity, defined as\n, is 50% for Gold alerts and 30% for the inclusive Bronze sample (i.e., all alerts satisfying the Bronze threshold, including those that also satisfy the more stringent Gold criteria). Therefore, about 30% of all alerts passing the Bronze selection are expected to be of astrophysical origin.\nSince Gold events are also included in the Bronze stream definition, the exclusive Bronze-only subsample (corresponding to Bronze alerts distributed via GCN) has a lower astrophysical purity, approximately 15%.\nUsing the\ndefinition introduced above, however, the average\nis approximately 30% for the Bronze-only sample and 50% for the Gold sample. These values should not be confused with the signal purities used to define the Bronze and Gold selections, as the average\nof a sample does not necessarily coincide with its signal purity.\nSeveral neutrino candidate selections have been developed, each targeting different types of events. The resulting samples are combined to produce the Gold and Bronze alerts. For details about the selection filters, see\n(\nIceCube Collaboration 2023\n)\n.\nEach alert selection determines the values to report in the GCN Notice (probability of being astrophysical, false alarm rate, and likely neutrino energy) based on the parameters used in candidate event identification. When an event is identified by multiple selections, a single GCN Notice is issued, and a hierarchical rule is applied to decide which selection's information is included. This ordering is based on astrophysical signal purity and angular resolution studies.\nThe total rate of distributed alerts is approximately 26 per year (10 Gold and 16 Bronze).\nThe neutrino effective areas for these combined selections, for both through-going and starting events, are shown in Figure 1 of\n(\nIceCube Collaboration 2023\n)\n. Astrophysical neutrino-generated tracks selected by these selections are expected to have very good angular resolution. The median angular resolution for these events as a function of energy is shown in Figure 3 of\n(\nBlaufuss et al. 2019\n)\n.\nAlert distribution\nHigh-energy track alerts are openly circulated to the community via GCN as Notices and Circulars in a two-step process:\nA prompt GCN Notice (Revision 0) is broadcast shortly after the identification of an astrophysical neutrino candidate at the South Pole.\nA follow-up reconstruction, which is more computationally intensive, is then performed and circulated in a new revision of the alert via GCN Notice (Revision 1), with an updated position and uncertainty radius. This is accompanied by a GCN Circular, which includes a directional error box for the event as well as the position of nearby gamma-ray sources of interest, if any.\nUntil recently, these Notices were circulated via the classic GCN system. A transition to broadcasting over Kafka is now underway, as described in a separate section below.\nGCN Notice Types in GCN Classic and GCN Classic Over Kafka\nHistorically, IceCube alerts generated by real-time astrophysical neutrino searches\n(\nIceCube Collaboration 2017b\n)\n(\nIceCube Collaboration 2023\n)\nhave been sent over the classic GCN system through the\nAstrophysical Multimessenger Observatory Network (AMON)\n.\nDetailed descriptions and examples are available.\nType\nLatency\nComments\nAlert Tables\nICECUBE ASTROTRACK GOLD/BRONZE\n0.5-1 minutes\nHigh-energy single neutrino track event alerts\nAlerts\nAMON ICECUBE CASCADE\n0.5-1 minutes\nHigh-energy neutrino cascade event alerts\nAlerts\nAMON NU EM COINC\n7 hours\nAMON Coincidence alerts of IceCube+HAWC or ANTARES+Fermi\nAlerts\nWe are currently migrating these alerts to the new GCN Kafka system.\nDuring the initial months of this transition, alerts will be sent through both AMON and Kafka, before fully switching to Kafka.\nThis page documents alert content, schema, and probability maps.\nGCN Notice Types in GCN Classic\nHistorically, IceCube alerts generated by real-time astrophysical neutrino searches\n(\nIceCube Collaboration 2017b\n)\n(\nIceCube Collaboration 2023\n)\nhave been sent over the classic GCN system through the\nAstrophysical Multimessenger Observatory Network (AMON)\n.\nDetailed descriptions and examples are available.\nType\nLatency\nComments\nAlert Tables\nICECUBE ASTROTRACK GOLD/BRONZE\n0.5-1 minutes\nHigh-energy single neutrino track event alerts\nAlerts\nAMON ICECUBE CASCADE\n0.5-1 minutes\nHigh-energy neutrino cascade event alerts\nAlerts\nAMON NU EM COINC\n7 hours\nAMON Coincidence alerts of IceCube+HAWC or ANTARES+Fermi\nAlerts\nGCN Notice Types in GCN Over Kafka\nNew with GCN over Kafka:\nFor each alert, multi-order probability maps are now released, which was never done with the previous system.\nTwo GCN Notices are sent for each event - one corresponding to the preliminary reconstruction and one corresponding to the revised reconstruction - consistent with what is shown in the AMON table.\nIceCube Gold/Bronze Track Alert Schema\ntopic = gcn.notices.icecube.gold_bronze_track_alerts\nIceCube Gold/Bronze alerts now follow this\nGCN schema\nstructure.\nKey fields are described below:\n$schema\n- GCN schema structure according to the\nnasa-gcn/gcn-schema\nGitHub project.\nmission\n- Instrument issuing the alert (IceCube in our case).\ninstrument\n- Detector configuration; e.g.,\nIC86\nrefers to IceCube with 86 strings active (full detector).\nmessenger\n-\nNeutrino\n(Type of astrophysical messenger).\npipeline\n- Alert type, either\nBronze Track Alert\nor\nGold Track Alert\n. Bronze alerts have an average astrophysical probability of 30%, Gold alerts 50% (determined by the\np_astro\nparameter).\nrecord_number\n-\n0\nfor the first preliminary reconstruction,\n1\nfor the revised reconstruction.\nevent_name\n- Name of the event, e.g.,\nIceCube-YYMMDDA\n(the letter increments if multiple alerts occur on the same day).\nid\n- Internal event ID, formatted as\nRUNID_EVENTID\n(currently published\nhere\n).\nalert_datetime\n- Timestamp of the GCN notice (UTC time).\nalert_type\n- Can be\n\"initial\"\nfor preliminary reconstruction (Revision 0),\n\"update\"\nfor revised (Revision 1),\n\"retraction\"\nif the alert is retracted.\nalert_tense\n-\n\"current\"\nfor real alerts,\n\"test\"\nfor tests,\n\"injections\"\nfor fake injections used as tests.\nalert_topology\n- Event topology:\n\"Track\"\n.\nnumber_of_events\n- Number of events contributing to the alert (1, being a single neutrino alert).\nra\n,\ndec\n- Best-fit right ascension and declination (J2000, degrees).\nra_dec_error\n- Combined positional uncertainty, calculated from the RA and Dec errors at 90% containment. For\n\"record_number\"\n=\n1\n, it is calculated in the following way, taking into account the spherical geometry:\nra_err_mean = (\nabs\n(ra_err_plus) +\nabs\n(ra_err_minus)) /\n2\ndec_err_mean = (\nabs\n(dec_err_plus) +\nabs\n(dec_err_minus)) /\n2\nerr_combined = sqrt(ra_err_mean * cos(dec) * dec_err_mean)\nThese\nra_err_plus\n,\nra_err_minus\n,\ndec_err_plus\n, and\ndec_err_minus\nvalues correspond to the 90% containment errors, which are published in the GCN circular associated with the event.\nMultiplying the RA uncertainty by\ncos(dec)\ncorrectly accounts for the fact that lines of constant RA converge toward the celestial poles. This converts the RA uncertainty into a true angular distance on the sky.\nThe adopted formula provides an effective circularized uncertainty radius derived from the localization ellipse, using the mean uncertainties around the best-fit position as the ellipse axes. The resulting\nerr_combined\napproximates the radius of a circle with an area comparable to the estimated 90% containment region around the best-fit position.\nIt is worth highlighting that this quantity is only an approximate representation of the localization uncertainty. By construction, if\nerr_combined\nis used as the radius of a circular error region, it always defines a circular region centered on the best-fit coordinates. However, the true localization morphology of an alert can be highly irregular, asymmetric, multi-modal, or offset from the best-fit position. In these situations, a simple circular approximation may exclude regions that still contain significant probability density, including high-probability pixels belonging to the true 90% containment region.\nFor alerts with asymmetric uncertainties, elongated contours, or complex probability distributions,\nerr_combined\nshould therefore be used with caution. The true localization information is provided by the multi-order HEALPix probability maps distributed through the\nhealpix_url\nfield (see below). We strongly recommend using these maps for any accurate reconstruction of confidence contours and follow-up analyses.\ncontainment_probability\n- Confidence level for the positional error (e.g.,\n0.9\nfor 90%).\nsystematic_included\n-\nTrue\nif systematics are included in the positional uncertainty, otherwise\nFalse\n. For\n\"record_number\"\n=\n0\n(preliminary reconstruction), this is set to\nFalse\n. For\n\"record_number\"\n=\n1\n(updated reconstruction associated to the GCN circular), this is set to\nTrue\n. In fact, starting from September 2024, the reconstruction algorithms used for realtime alerts have been improved\n(\nIceCube Collaboration 2024\n)\n. Systematic errors affecting the reconstructions, such as those from the ice model or detector geometry, have been thoroughly investigated to ensure proper statistical coverage (see details in\n(\nIceCube Collaboration 2026\n)\n).\nhealpix_url\n- URL to the multi-order probability map of the event;\nnull\nfor preliminary reconstruction. For\n\"record_number\"\n=\n0\n(preliminary reconstruction),\nhealpix_url\nis expected to be\nnull\n. For\n\"record_number\"\n=\n1\n(updated reconstruction associated to the GCN circular), it contains a link from which the file can be downloaded. A description of the multi-order probability map of the event is provided in the section \"Multi-order Probability Maps (MOC/HEALPix)\" below. The probability maps have correct coverage including both statistical and systematic uncertainties.\ntrigger_time\n- Time of the triggered neutrino event (UTC time).\nnu_energy\n- Estimated neutrino energy (TeV).\np_astro\n- Estimated probability that the event is astrophysical (in the past, this was named\nsignalness\n).\nfar\n- False Alarm Rate (Hz), indicating the expected frequency of such events in IceCube.\nNOTE:\nWith the transition to GCN over Kafka, the reported values of\np_astro\nand\nfar\nare now updated in the revised reconstruction. In the previous system, the same quantities from the preliminary reconstruction were reported. The updated values are computed using the revised best-fit direction and the initial energy estimate of the event.\nThe\nGCN schema\nand\nexample\nJSON message\nfiles\nare available to use.\nMulti-order Probability Maps (MOC/HEALPix)\nGCN strongly encourages the use of multi-order sky maps (MOC). See the\ndocumentation\n.\nThese maps use a variable angular resolution, with regions of higher probability represented at finer resolution and lower-probability regions encoded at coarser resolution. Compared to single-resolution HEALPix maps, multi-order sky maps are significantly more efficient in terms of storage footprint and I/O performance, while retaining full localization information.\nFor IceCube track alerts, the probability distribution of the true neutrino direction is provided in this multi-order format, with\nprobability density expressed in units of sr^-1\n. This format retains the pixels originally scanned by IceCube with their original areas. Areas nearby the best-fit direction were scanned using a finer pixelization while further away a coarser pixelization is used. This ensures efficient storage while preserving the accuracy of the probability distribution. The value stored in each pixel corresponds to a probability density. When multiplied by the pixel solid angle and summed over all pixels, the total probability integrates to unity.\nThe header of each file contains:\nRUNID\n,\nEVENTID\n: RunID and EventID of the alert.\nSENDER\n: IceCube Collaboration.\nDATE-OBS\n: UTC date of the observation.\nMJD-OBS\n: Modified Julian date of the observation.\nEVENT-TYPE\n: Identification of event selection type:\nneutrino\nfor gfu-gold or gfu-bronze, and\nHESE\nhese-gold, or hese-bronze types (see IceCat-1 paper publication for details about the different alert types).\nALERT-STREAM\n: Identification of alert type:\nGold\nor\nBronze\n.\nRA\n,\nDEC\n[deg] (and\n_ERR_50\n,\n_ERR_90\n): Best fit direction in J2000 equatorial coordinates, with asymmetric 50% and 90% CL error rectangle boundaries.\nCONTOUR AREA (50%)\n,\nCONTOUR AREA (90%)\n[sdeg]: Contour area of uncertainty contours at 50% and 90% confidence levels around the best-fit direction.\nIceCube Alert Archive\nThe IceCube alert archive is publicly accessible at\nthis link\n.\nEach alert is provided as a compressed FITS file using the following naming convention:\nIceCube-YYMMDDX_skymap_probdensity_multiorder.fits.gz\nThe alert identifier follows the format:\nIceCube-YYMMDDX\n, where\nYYMMDD\ndenotes the date of the event (e.g.,\nIceCube-260125A\ncorresponds to an alert issued on January 25, 2026), and\nX\nis a letter distinguishing multiple alerts occurring on the same day (A, B, C, …).\nThe download link for each file is also included in the corresponding GCN notice distributed via Kafka through the item\nhealpix_url\n(see the schema explanation above).\nCiting IceCube Track Alerts\nFor scientific work using IceCube track alerts or the associated probability maps, we kindly ask that you consider citing the following:\nThe IceCube catalog (IceCat-1)\n(\nIceCube Collaboration 2023\n)\nThe documentation describing the reconstruction algorithms adopted for alert tracks\n(\nIceCube Collaboration 2024\n)\nIf you refer to a specific alert and use a multi-order probability map, please cite also:\nthe corresponding GCN Notice\nthe associated GCN Circular\nThis helps ensure that particular events and datasets are clearly identified.\nIceCube LVK Alert Neutrino Track Search\ntopic = gcn.notices.icecube.lvk_nu_track_search\nIceCube performs realtime searches for coincident neutrino signals with all\nLIGO/Virgo/KAGRA gravitational-wave alerts\n, using\na realtime muon neutrino track event selection\n(\nIceCube Collaboration 2016\n)\nand the sky maps from gravitational\nwave detectors. These low-latency joint searches identify neutrino signals within a\n500 second time\nwindow surrounding the LVK alert time, and aim to identify multi-messenger transient\nsources and seed electromagnetic followup up observations\n(\nIceCube Collaboration 2026b\n)\n(\nIceCube Collaboration 2023a\n)\n(\nIceCube Collaboration 2020\n)\n.\nThese searches are performed as quickly as possible, as soon as the realtime neutrino information for the\n500 second window\nare available, and are repeated for each update\nto the LVK alert information. The results from each repeated search will sent as a GCN notice,\nincluding identifying information to the corresponding LVK alert version. Results from all searches\nin LVK Runs 03 and 04 are available on the\nIceCube Realtime Gravitational Wave Followup page\n.\nFor high-significance LVK alerts, two hypothesis tests\nare conducted. The first search is a maximum likelihood analysis which searches for a\ngeneric point-like neutrino source coincident with the given GW sky map. The\nsecond uses a Bayesian approach\n(\nBartos et al. 2019\n)\nto quantify the joint GW + neutrino event significance, which\nassumes a binary merger scenario and accounts for known astrophysical priors, such as GW source\ndistance, in the significance estimate. For low-significance LVK alerts, only the Bayesian search\nis performed. All searches are reported via GCN Notices over Kafka, and any coincident\nobservation with a observed p-value less than 1% will also\nbe sent as a\nGCN Circular\n.\nThese alerts follow this\nGCN schema\n,\nwith an example\nJSON message\navailable to use.\nKey fields are described below:\n$schema\n: GCN schema structure according to the\nnasa-gcn/gcn-schema\nGitHub project.\ntype\n: Alert type (always\n\"IceCube LVK Alert Nu Track Search\"\nin this case).\nreference\n: specifies the LVK alert GCN being followed up, including the GW map revision used in the analysis.\nref_ID\n: the LVK event name being followed up.\nalert_datetime\n: Timestamp of the GCN notice (UTC time).\ntrigger_time\n: Timestamp of the merger event (UTC time).\nobservation_start\n: beginning of the analysis time window (UTC time).\nobservation_stop\n: end of the analysis time window (UTC time).\nobservation_livetime\n: duration of the analysis (seconds). The total analysis duration is always\n1000\nseconds for these analyses.\npval_generic\nand\npval_bayesian\n: the overall search results p-values for the generic and Bayesian searches, respectively. If an analysis is not run on the particular event, this value will be\nnull\nfor that pipeline.\nn_events_coincident\n: the number of events in the time window with a pe\n\nFITS HEADERS\n SIMPLE  =                    T / conforms to FITS standard                      BITPIX  =                    8 / array data type                                NAXIS   =                    0 / number of array dimensions                     EXTEND  =                    T                                                  END                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              \n XTENSION= 'BINTABLE'           / binary table extension                         BITPIX  =                    8 / array data type                                NAXIS   =                    2 / number of array dimensions                     NAXIS1  =                   16 / length of dimension 1                          NAXIS2  =                 5166 / length of dimension 2                          PCOUNT  =                    0 / number of group parameters                     GCOUNT  =                    1 / number of groups                               TFIELDS =                    2 / number of table fields                         TTYPE1  = 'UNIQ    '                                                            TFORM1  = 'K       '                                                            TTYPE2  = 'PROBDENSITY'                                                         TFORM2  = 'D       '                                                            TUNIT2  = 'sr-1    '                                                            PIXTYPE = 'HEALPIX '           / HEALPIX pixelisation                           ORDERING= 'NUNIQ   '           / Pixel ordering scheme: RING, NESTED, or NUNIQ  NSIDE   =                 1024 / Resolution parameter of HEALPIX                INDXSCHM= 'EXPLICIT'           / Indexing: IMPLICIT or EXPLICIT                 MOCORDER=                   10 / Best resolution order                          RUNID   =               141917                                                  EVENTID =             80302474                                                  SENDER  = 'IceCube Collaboration'                                               DATE-OBS= '2026-01-15T17:32:35.711' / UTC date of the observation               MJD-OBS =    61055.73096887884 / modified Julian date of the observation        HIERARCH EVENT-TYPE = 'neutrino' / Event Type                                   RA      =               145.77 / Degree                                         DEC     =                12.41 / Degree                                         HIERARCH RA_ERR_PLUS_50 = 1.35 / 50% containment error high                     HIERARCH RA_ERR_MINUS_50 = 1.05 / 50% containment error low                     HIERARCH DEC_ERR_PLUS_50 = 0.55 / 50% containment error high                    HIERARCH DEC_ERR_MINUS_50 = 0.5 / 50% containment error low                     HIERARCH RA_ERR_PLUS_90 = 2.29 / 90% containment error high                     HIERARCH RA_ERR_MINUS_90 = 1.77 / 90% containment error low                     HIERARCH DEC_ERR_PLUS_90 = 1.18 / 90% containment error high                    HIERARCH DEC_ERR_MINUS_90 = 0.91 / 90% containment error low                    HIERARCH CONTOUR_AREA_50 = 1.92 / 50% contour area (sqdeg)                      HIERARCH CONTOUR_AREA_90 = 6.48 / 90% contour area (sqdeg)                      COMMENTS= '50% and 90% uncertainty location => Highest posterior density 50% &' CONTINUE  'and 90% credible region'                                             NOTE    = 'Please ignore pixels with infinite or NaN values. They are rare &'   CONTINUE  'cases of the minimizer failing to converge'                          END                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             \n(5166,) ColDefs(\n    name = 'UNIQ'; format = 'K'\n    name = 'PROBDENSITY'; format = 'D'; unit = 'sr-1'\n)\nOTHER MANIFEST FILES: []\n",
        "stderr": "/Users/aipoch/OpenScience/runtime/envs/default-python/lib/python3.12/site-packages/astropy/config/paths.py:261: AstropyUserWarning: XDG_CONFIG_HOME is set to /Users/aipoch/OpenScience/runtime/home/.config, but no such file or directory was found. This environment variable will be ignored.\n  return self.find_directory_elements(namespace).join()\n",
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          "GCN - Missions - IceCube\nSkip to main content\nAn official website of the United States government\nHere’s how you know\nHere’s how you know\nOfficial websites use .gov\nA\n.gov\nwebsite belongs to an official government organization in the United States.\nSecure .gov websites use HTTPS\nA\nlock (\n)\nor\nhttps://\nmeans you’ve safely connected to the\n.gov\nwebsite. Share sensitive information only on official, secure websites.\nGeneral Coordinates Network\nMenu\nMissions\nNotices\nCirculars\nDocumentation\nSign in / Sign up\nJSON Notices via Email, Kafka Cron Jobs, Submitter Profile, GCN is Hiring. See\nnews and announcements\nMissions, Instruments, and Facilities\nBOOM\nCALET\nCHIME\nDSA-110\nEinstein Probe\nFermi Gamma-ray Space Telescope\nGECAM\nHAWC\nIceCube Neutrino Observatory\nKonus-Wind\nLIGO/Virgo/KAGRA\nMAXI\nNeil Gehrels Swift Observatory\nSNEWS\nSuper-Kamiokande\nSVOM\nArchive\nIceCube Neutrino Observatory\nConstruction Completion Date:\nDecember 2010\nEnd of Operations:\nNo specific requirement\nData Archives:\nDataverse\nData Releases\nHEASARC\nThe\nIceCube Neutrino Observatory\nis a cubic-kilometer Cherenkov particle detector\ndeployed in the Antarctic ice beneath the Amundsen-Scott South Pole Station. It consists of 86 strings of\nphoto-detectors, extending to a depth of about 2,500 meters below the glacier's surface and\ninstrumenting a cubic-kilometer of ice. The Digital Optical Module photo-detectors detect the light\nproduced by relativistic charged particles produced by neutrino interactions in or near the instrumented\nvolume of ice.\nIceCube is sensitive to neutrinos from all directions. As neutrinos pass through the ice, their interactions can\nleave track signatures (order-km in length) in the IceCube detector array when they produce secondary muons or compact signatures (cascades of ~m in extent) when they produce secondary electrons or hadrons. Track events can be reconstructed with an uncertainty of less than 1 degree, while cascade events have higher signal purity. IceCube triggers on signals for neutrino energies greater than ~10 GeV (10\n10\neV) and can identify likely astrophysical neutrino events for neutrino energies greater than ~50 TeV (5x10\n13\neV) and issue alerts to the community.\nThe IceCube realtime alert point of contact can be reached at\nroc@icecube.wisc.edu\n.\nIceCube has been operating a real-time alert system since 2016\n(\nIceCube Collaboration 2017\n)\n. The system includes multiple event types.\nIceCube High-Energy Neutrino Track Alerts\nThis section focuses on high-energy (of order TeV-PeV) track-like alerts. These events originate from charged-current interactions between muon neutrinos and quarks in the ice. Owing to their excellent angular resolution, which improves with energy, track-like alerts are particularly valuable for neutrino astronomy.\nThe system allows rapid notification of the multimessenger community about likely astrophysical neutrino track-like events detected by IceCube, initiating follow-ups to detect source candidates. A major breakthrough occurred in September 2017, when a neutrino with an energy of approximately 300 TeV (IC-170922A) was found in spatial and temporal coincidence with the flaring blazar TXS 0506+056. This association, supported by gamma-ray data from Fermi-LAT, had a significance of ~3\n(\nIceCube Collaboration 2018\n)\n. This marked the first compelling multimessenger association between a neutrino and an astrophysical object, providing evidence that blazars can act as cosmic-ray accelerators. Archival analysis revealed a possible earlier neutrino flare from the same source between September 2014 and March 2015, with a significance of 3.5\nindependent of the 2017 alert\n(\nIceCube Collaboration 2018\n)\n. These observations highlight the potential of real-time multimessenger astronomy.\nIn 2019, the real-time framework for track-like events was upgraded to improve event selection and alert message content\n(\nIceCube Collaboration 2023\n)\n.\nA recent enhancement in the IceCube real-time system was introduced in September 2024\n(\nIceCube Collaboration 2024\n)\n. IceCube now adopts a revised follow-up reconstruction strategy that applies different algorithms based on the event's energy deposition or topology. This hybrid approach improves angular resolution across a broad energy range and ensures robust statistical coverage of the reported localization uncertainties\n(\nIceCube Collaboration 2026\n)\n.\nDescription\nEvents are classified into\nGold\nand\nBronze\nstreams based on their likelihood of being astrophysical, quantified by a metric historically called\nsignalness\n(with the switch to GCN over Kafka, this metric is now referred to as\np_astro\n):\nwhere\nand\nare the expected numbers of signal and background events (both atmospheric neutrinos and muons) with reconstructed event energy\nabove the selected energy proxy\nat declination\n, derived from simulations. Following the above definition,\nthe astrophysical probability quantifies the expected fraction of astrophysical neutrinos, derived from MC simulations, for events with similar reconstructed direction and with reconstructed energies at or above the event energy E_event, assuming a given astrophysical spectrum\n.\nThe streams were optimized assuming an astrophysical neutrino power-law energy spectral index of\n.\nThe selection criteria are designed such that the expected signal purity, defined as\n, is 50% for Gold alerts and 30% for the inclusive Bronze sample (i.e., all alerts satisfying the Bronze threshold, including those that also satisfy the more stringent Gold criteria). Therefore, about 30% of all alerts passing the Bronze selection are expected to be of astrophysical origin.\nSince Gold events are also included in the Bronze stream definition, the exclusive Bronze-only subsample (corresponding to Bronze alerts distributed via GCN) has a lower astrophysical purity, approximately 15%.\nUsing the\ndefinition introduced above, however, the average\nis approximately 30% for the Bronze-only sample and 50% for the Gold sample. These values should not be confused with the signal purities used to define the Bronze and Gold selections, as the average\nof a sample does not necessarily coincide with its signal purity.\nSeveral neutrino candidate selections have been developed, each targeting different types of events. The resulting samples are combined to produce the Gold and Bronze alerts. For details about the selection filters, see\n(\nIceCube Collaboration 2023\n)\n.\nEach alert selection determines the values to report in the GCN Notice (probability of being astrophysical, false alarm rate, and likely neutrino energy) based on the parameters used in candidate event identification. When an event is identified by multiple selections, a single GCN Notice is issued, and a hierarchical rule is applied to decide which selection's information is included. This ordering is based on astrophysical signal purity and angular resolution studies.\nThe total rate of distributed alerts is approximately 26 per year (10 Gold and 16 Bronze).\nThe neutrino effective areas for these combined selections, for both through-going and starting events, are shown in Figure 1 of\n(\nIceCube Collaboration 2023\n)\n. Astrophysical neutrino-generated tracks selected by these selections are expected to have very good angular resolution. The median angular resolution for these events as a function of energy is shown in Figure 3 of\n(\nBlaufuss et al. 2019\n)\n.\nAlert distribution\nHigh-energy track alerts are openly circulated to the community via GCN as Notices and Circulars in a two-step process:\nA prompt GCN Notice (Revision 0) is broadcast shortly after the identification of an astrophysical neutrino candidate at the South Pole.\nA follow-up reconstruction, which is more computationally intensive, is then performed and circulated in a new revision of the alert via GCN Notice (Revision 1), with an updated position and uncertainty radius. This is accompanied by a GCN Circular, which includes a directional error box for the event as well as the position of nearby gamma-ray sources of interest, if any.\nUntil recently, these Notices were circulated via the classic GCN system. A transition to broadcasting over Kafka is now underway, as described in a separate section below.\nGCN Notice Types in GCN Classic and GCN Classic Over Kafka\nHistorically, IceCube alerts generated by real-time astrophysical neutrino searches\n(\nIceCube Collaboration 2017b\n)\n(\nIceCube Collaboration 2023\n)\nhave been sent over the classic GCN system through the\nAstrophysical Multimessenger Observatory Network (AMON)\n.\nDetailed descriptions and examples are available.\nType\nLatency\nComments\nAlert Tables\nICECUBE ASTROTRACK GOLD/BRONZE\n0.5-1 minutes\nHigh-energy single neutrino track event alerts\nAlerts\nAMON ICECUBE CASCADE\n0.5-1 minutes\nHigh-energy neutrino cascade event alerts\nAlerts\nAMON NU EM COINC\n7 hours\nAMON Coincidence alerts of IceCube+HAWC or ANTARES+Fermi\nAlerts\nWe are currently migrating these alerts to the new GCN Kafka system.\nDuring the initial months of this transition, alerts will be sent through both AMON and Kafka, before fully switching to Kafka.\nThis page documents alert content, schema, and probability maps.\nGCN Notice Types in GCN Classic\nHistorically, IceCube alerts generated by real-time astrophysical neutrino searches\n(\nIceCube Collaboration 2017b\n)\n(\nIceCube Collaboration 2023\n)\nhave been sent over the classic GCN system through the\nAstrophysical Multimessenger Observatory Network (AMON)\n.\nDetailed descriptions and examples are available.\nType\nLatency\nComments\nAlert Tables\nICECUBE ASTROTRACK GOLD/BRONZE\n0.5-1 minutes\nHigh-energy single neutrino track event alerts\nAlerts\nAMON ICECUBE CASCADE\n0.5-1 minutes\nHigh-energy neutrino cascade event alerts\nAlerts\nAMON NU EM COINC\n7 hours\nAMON Coincidence alerts of IceCube+HAWC or ANTARES+Fermi\nAlerts\nGCN Notice Types in GCN Over Kafka\nNew with GCN over Kafka:\nFor each alert, multi-order probability maps are now released, which was never done with the previous system.\nTwo GCN Notices are sent for each event - one corresponding to the preliminary reconstruction and one corresponding to the revised reconstruction - consistent with what is shown in the AMON table.\nIceCube Gold/Bronze Track Alert Schema\ntopic = gcn.notices.icecube.gold_bronze_track_alerts\nIceCube Gold/Bronze alerts now follow this\nGCN schema\nstructure.\nKey fields are described below:\n$schema\n- GCN schema structure according to the\nnasa-gcn/gcn-schema\nGitHub project.\nmission\n- Instrument issuing the alert (IceCube in our case).\ninstrument\n- Detector configuration; e.g.,\nIC86\nrefers to IceCube with 86 strings active (full detector).\nmessenger\n-\nNeutrino\n(Type of astrophysical messenger).\npipeline\n- Alert type, either\nBronze Track Alert\nor\nGold Track Alert\n. Bronze alerts have an average astrophysical probability of 30%, Gold alerts 50% (determined by the\np_astro\nparameter).\nrecord_number\n-\n0\nfor the first preliminary reconstruction,\n1\nfor the revised reconstruction.\nevent_name\n- Name of the event, e.g.,\nIceCube-YYMMDDA\n(the letter increments if multiple alerts occur on the same day).\nid\n- Internal event ID, formatted as\nRUNID_EVENTID\n(currently published\nhere\n).\nalert_datetime\n- Timestamp of the GCN notice (UTC time).\nalert_type\n- Can be\n\"initial\"\nfor preliminary reconstruction (Revision 0),\n\"update\"\nfor revised (Revision 1),\n\"retraction\"\nif the alert is retracted.\nalert_tense\n-\n\"current\"\nfor real alerts,\n\"test\"\nfor tests,\n\"injections\"\nfor fake injections used as tests.\nalert_topology\n- Event topology:\n\"Track\"\n.\nnumber_of_events\n- Number of events contributing to the alert (1, being a single neutrino alert).\nra\n,\ndec\n- Best-fit right ascension and declination (J2000, degrees).\nra_dec_error\n- Combined positional uncertainty, calculated from the RA and Dec errors at 90% containment. For\n\"record_number\"\n=\n1\n, it is calculated in the following way, taking into account the spherical geometry:\nra_err_mean = (\nabs\n(ra_err_plus) +\nabs\n(ra_err_minus)) /\n2\ndec_err_mean = (\nabs\n(dec_err_plus) +\nabs\n(dec_err_minus)) /\n2\nerr_combined = sqrt(ra_err_mean * cos(dec) * dec_err_mean)\nThese\nra_err_plus\n,\nra_err_minus\n,\ndec_err_plus\n, and\ndec_err_minus\nvalues correspond to the 90% containment errors, which are published in the GCN circular associated with the event.\nMultiplying the RA uncertainty by\ncos(dec)\ncorrectly accounts for the fact that lines of constant RA converge toward the celestial poles. This converts the RA uncertainty into a true angular distance on the sky.\nThe adopted formula provides an effective circularized uncertainty radius derived from the localization ellipse, using the mean uncertainties around the best-fit position as the ellipse axes. The resulting\nerr_combined\napproximates the radius of a circle with an area comparable to the estimated 90% containment region around the best-fit position.\nIt is worth highlighting that this quantity is only an approximate representation of the localization uncertainty. By construction, if\nerr_combined\nis used as the radius of a circular error region, it always defines a circular region centered on the best-fit coordinates. However, the true localization morphology of an alert can be highly irregular, asymmetric, multi-modal, or offset from the best-fit position. In these situations, a simple circular approximation may exclude regions that still contain significant probability density, including high-probability pixels belonging to the true 90% containment region.\nFor alerts with asymmetric uncertainties, elongated contours, or complex probability distributions,\nerr_combined\nshould therefore be used with caution. The true localization information is provided by the multi-order HEALPix probability maps distributed through the\nhealpix_url\nfield (see below). We strongly recommend using these maps for any accurate reconstruction of confidence contours and follow-up analyses.\ncontainment_probability\n- Confidence level for the positional error (e.g.,\n0.9\nfor 90%).\nsystematic_included\n-\nTrue\nif systematics are included in the positional uncertainty, otherwise\nFalse\n. For\n\"record_number\"\n=\n0\n(preliminary reconstruction), this is set to\nFalse\n. For\n\"record_number\"\n=\n1\n(updated reconstruction associated to the GCN circular), this is set to\nTrue\n. In fact, starting from September 2024, the reconstruction algorithms used for realtime alerts have been improved\n(\nIceCube Collaboration 2024\n)\n. Systematic errors affecting the reconstructions, such as those from the ice model or detector geometry, have been thoroughly investigated to ensure proper statistical coverage (see details in\n(\nIceCube Collaboration 2026\n)\n).\nhealpix_url\n- URL to the multi-order probability map of the event;\nnull\nfor preliminary reconstruction. For\n\"record_number\"\n=\n0\n(preliminary reconstruction),\nhealpix_url\nis expected to be\nnull\n. For\n\"record_number\"\n=\n1\n(updated reconstruction associated to the GCN circular), it contains a link from which the file can be downloaded. A description of the multi-order probability map of the event is provided in the section \"Multi-order Probability Maps (MOC/HEALPix)\" below. The probability maps have correct coverage including both statistical and systematic uncertainties.\ntrigger_time\n- Time of the triggered neutrino event (UTC time).\nnu_energy\n- Estimated neutrino energy (TeV).\np_astro\n- Estimated probability that the event is astrophysical (in the past, this was named\nsignalness\n).\nfar\n- False Alarm Rate (Hz), indicating the expected frequency of such events in IceCube.\nNOTE:\nWith the transition to GCN over Kafka, the reported values of\np_astro\nand\nfar\nare now updated in the revised reconstruction. In the previous system, the same quantities from the preliminary reconstruction were reported. The updated values are computed using the revised best-fit direction and the initial energy estimate of the event.\nThe\nGCN schema\nand\nexample\nJSON message\nfiles\nare available to use.\nMulti-order Probability Maps (MOC/HEALPix)\nGCN strongly encourages the use of multi-order sky maps (MOC). See the\ndocumentation\n.\nThese maps use a variable angular resolution, with regions of higher probability represented at finer resolution and lower-probability regions encoded at coarser resolution. Compared to single-resolution HEALPix maps, multi-order sky maps are significantly more efficient in terms of storage footprint and I/O performance, while retaining full localization information.\nFor IceCube track alerts, the probability distribution of the true neutrino direction is provided in this multi-order format, with\nprobability density expressed in units of sr^-1\n. This format retains the pixels originally scanned by IceCube with their original areas. Areas nearby the best-fit direction were scanned using a finer pixelization while further away a coarser pixelization is used. This ensures efficient storage while preserving the accuracy of the probability distribution. The value stored in each pixel corresponds to a probability density. When multiplied by the pixel solid angle and summed over all pixels, the total probability integrates to unity.\nThe header of each file contains:\nRUNID\n,\nEVENTID\n: RunID and EventID of the alert.\nSENDER\n: IceCube Collaboration.\nDATE-OBS\n: UTC date of the observation.\nMJD-OBS\n: Modified Julian date of the observation.\nEVENT-TYPE\n: Identification of event selection type:\nneutrino\nfor gfu-gold or gfu-bronze, and\nHESE\nhese-gold, or hese-bronze types (see IceCat-1 paper publication for details about the different alert types).\nALERT-STREAM\n: Identification of alert type:\nGold\nor\nBronze\n.\nRA\n,\nDEC\n[deg] (and\n_ERR_50\n,\n_ERR_90\n): Best fit direction in J2000 equatorial coordinates, with asymmetric 50% and 90% CL error rectangle boundaries.\nCONTOUR AREA (50%)\n,\nCONTOUR AREA (90%)\n[sdeg]: Contour area of uncertainty contours at 50% and 90% confidence levels around the best-fit direction.\nIceCube Alert Archive\nThe IceCube alert archive is publicly accessible at\nthis link\n.\nEach alert is provided as a compressed FITS file using the following naming convention:\nIceCube-YYMMDDX_skymap_probdensity_multiorder.fits.gz\nThe alert identifier follows the format:\nIceCube-YYMMDDX\n, where\nYYMMDD\ndenotes the date of the event (e.g.,\nIceCube-260125A\ncorresponds to an alert issued on January 25, 2026), and\nX\nis a letter distinguishing multiple alerts occurring on the same day (A, B, C, …).\nThe download link for each file is also included in the corresponding GCN notice distributed via Kafka through the item\nhealpix_url\n(see the schema explanation above).\nCiting IceCube Track Alerts\nFor scientific work using IceCube track alerts or the associated probability maps, we kindly ask that you consider citing the following:\nThe IceCube catalog (IceCat-1)\n(\nIceCube Collaboration 2023\n)\nThe documentation describing the reconstruction algorithms adopted for alert tracks\n(\nIceCube Collaboration 2024\n)\nIf you refer to a specific alert and use a multi-order probability map, please cite also:\nthe corresponding GCN Notice\nthe associated GCN Circular\nThis helps ensure that particular events and datasets are clearly identified.\nIceCube LVK Alert Neutrino Track Search\ntopic = gcn.notices.icecube.lvk_nu_track_search\nIceCube performs realtime searches for coincident neutrino signals with all\nLIGO/Virgo/KAGRA gravitational-wave alerts\n, using\na realtime muon neutrino track event selection\n(\nIceCube Collaboration 2016\n)\nand the sky maps from gravitational\nwave detectors. These low-latency joint searches identify neutrino signals within a\n500 second time\nwindow surrounding the LVK alert time, and aim to identify multi-messenger transient\nsources and seed electromagnetic followup up observations\n(\nIceCube Collaboration 2026b\n)\n(\nIceCube Collaboration 2023a\n)\n(\nIceCube Collaboration 2020\n)\n.\nThese searches are performed as quickly as possible, as soon as the realtime neutrino information for the\n500 second window\nare available, and are repeated for each update\nto the LVK alert information. The results from each repeated search will sent as a GCN notice,\nincluding identifying information to the corresponding LVK alert version. Results from all searches\nin LVK Runs 03 and 04 are available on the\nIceCube Realtime Gravitational Wave Followup page\n.\nFor high-significance LVK alerts, two hypothesis tests\nare conducted. The first search is a maximum likelihood analysis which searches for a\ngeneric point-like neutrino source coincident with the given GW sky map. The\nsecond uses a Bayesian approach\n(\nBartos et al. 2019\n)\nto quantify the joint GW + neutrino event significance, which\nassumes a binary merger scenario and accounts for known astrophysical priors, such as GW source\ndistance, in the significance estimate. For low-significance LVK alerts, only the Bayesian search\nis performed. All searches are reported via GCN Notices over Kafka, and any coincident\nobservation with a observed p-value less than 1% will also\nbe sent as a\nGCN Circular\n.\nThese alerts follow this\nGCN schema\n,\nwith an example\nJSON message\navailable to use.\nKey fields are described below:\n$schema\n: GCN schema structure according to the\nnasa-gcn/gcn-schema\nGitHub project.\ntype\n: Alert type (always\n\"IceCube LVK Alert Nu Track Search\"\nin this case).\nreference\n: specifies the LVK alert GCN being followed up, including the GW map revision used in the analysis.\nref_ID\n: the LVK event name being followed up.\nalert_datetime\n: Timestamp of the GCN notice (UTC time).\ntrigger_time\n: Timestamp of the merger event (UTC time).\nobservation_start\n: beginning of the analysis time window (UTC time).\nobservation_stop\n: end of the analysis time window (UTC time).\nobservation_livetime\n: duration of the analysis (seconds). The total analysis duration is always\n1000\nseconds for these analyses.\npval_generic\nand\npval_bayesian\n: the overall search results p-values for the generic and Bayesian searches, respectively. If an analysis is not run on the particular event, this value will be\nnull\nfor that pipeline.\nn_events_coincident\n: the number of events in the time window with a pe\n\nFITS HEADERS\n SIMPLE  =                    T / conforms to FITS standard                      BITPIX  =                    8 / array data type                                NAXIS   =                    0 / number of array dimensions                     EXTEND  =                    T                                                  END                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              \n XTENSION= 'BINTABLE'           / binary table extension                         BITPIX  =                    8 / array data type                                NAXIS   =                    2 / number of array dimensions                     NAXIS1  =                   16 / length of dimension 1                          NAXIS2  =                 5166 / length of dimension 2                          PCOUNT  =                    0 / number of group parameters                     GCOUNT  =                    1 / number of groups                               TFIELDS =                    2 / number of table fields                         TTYPE1  = 'UNIQ    '                                                            TFORM1  = 'K       '                                                            TTYPE2  = 'PROBDENSITY'                                                         TFORM2  = 'D       '                                                            TUNIT2  = 'sr-1    '                                                            PIXTYPE = 'HEALPIX '           / HEALPIX pixelisation                           ORDERING= 'NUNIQ   '           / Pixel ordering scheme: RING, NESTED, or NUNIQ  NSIDE   =                 1024 / Resolution parameter of HEALPIX                INDXSCHM= 'EXPLICIT'           / Indexing: IMPLICIT or EXPLICIT                 MOCORDER=                   10 / Best resolution order                          RUNID   =               141917                                                  EVENTID =             80302474                                                  SENDER  = 'IceCube Collaboration'                                               DATE-OBS= '2026-01-15T17:32:35.711' / UTC date of the observation               MJD-OBS =    61055.73096887884 / modified Julian date of the observation        HIERARCH EVENT-TYPE = 'neutrino' / Event Type                                   RA      =               145.77 / Degree                                         DEC     =                12.41 / Degree                                         HIERARCH RA_ERR_PLUS_50 = 1.35 / 50% containment error high                     HIERARCH RA_ERR_MINUS_50 = 1.05 / 50% containment error low                     HIERARCH DEC_ERR_PLUS_50 = 0.55 / 50% containment error high                    HIERARCH DEC_ERR_MINUS_50 = 0.5 / 50% containment error low                     HIERARCH RA_ERR_PLUS_90 = 2.29 / 90% containment error high                     HIERARCH RA_ERR_MINUS_90 = 1.77 / 90% containment error low                     HIERARCH DEC_ERR_PLUS_90 = 1.18 / 90% containment error high                    HIERARCH DEC_ERR_MINUS_90 = 0.91 / 90% containment error low                    HIERARCH CONTOUR_AREA_50 = 1.92 / 50% contour area (sqdeg)                      HIERARCH CONTOUR_AREA_90 = 6.48 / 90% contour area (sqdeg)                      COMMENTS= '50% and 90% uncertainty location => Highest posterior density 50% &' CONTINUE  'and 90% credible region'                                             NOTE    = 'Please ignore pixels with infinite or NaN values. They are rare &'   CONTINUE  'cases of the minimizer failing to converge'                          END                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             \n(5166,) ColDefs(\n    name = 'UNIQ'; format = 'K'\n    name = 'PROBDENSITY'; format = 'D'; unit = 'sr-1'\n)\nOTHER MANIFEST FILES: []\n",
          "/Users/aipoch/OpenScience/runtime/envs/default-python/lib/python3.12/site-packages/astropy/config/paths.py:261: AstropyUserWarning: XDG_CONFIG_HOME is set to /Users/aipoch/OpenScience/runtime/home/.config, but no such file or directory was found. This environment variable will be ignored.\n  return self.find_directory_elements(namespace).join()\n"
        ]
      },
      "outputs": [
        {
          "type": "stream",
          "name": "stdout",
          "text": "GCN - Missions - IceCube\nSkip to main content\nAn official website of the United States government\nHere’s how you know\nHere’s how you know\nOfficial websites use .gov\nA\n.gov\nwebsite belongs to an official government organization in the United States.\nSecure .gov websites use HTTPS\nA\nlock (\n)\nor\nhttps://\nmeans you’ve safely connected to the\n.gov\nwebsite. Share sensitive information only on official, secure websites.\nGeneral Coordinates Network\nMenu\nMissions\nNotices\nCirculars\nDocumentation\nSign in / Sign up\nJSON Notices via Email, Kafka Cron Jobs, Submitter Profile, GCN is Hiring. See\nnews and announcements\nMissions, Instruments, and Facilities\nBOOM\nCALET\nCHIME\nDSA-110\nEinstein Probe\nFermi Gamma-ray Space Telescope\nGECAM\nHAWC\nIceCube Neutrino Observatory\nKonus-Wind\nLIGO/Virgo/KAGRA\nMAXI\nNeil Gehrels Swift Observatory\nSNEWS\nSuper-Kamiokande\nSVOM\nArchive\nIceCube Neutrino Observatory\nConstruction Completion Date:\nDecember 2010\nEnd of Operations:\nNo specific requirement\nData Archives:\nDataverse\nData Releases\nHEASARC\nThe\nIceCube Neutrino Observatory\nis a cubic-kilometer Cherenkov particle detector\ndeployed in the Antarctic ice beneath the Amundsen-Scott South Pole Station. It consists of 86 strings of\nphoto-detectors, extending to a depth of about 2,500 meters below the glacier's surface and\ninstrumenting a cubic-kilometer of ice. The Digital Optical Module photo-detectors detect the light\nproduced by relativistic charged particles produced by neutrino interactions in or near the instrumented\nvolume of ice.\nIceCube is sensitive to neutrinos from all directions. As neutrinos pass through the ice, their interactions can\nleave track signatures (order-km in length) in the IceCube detector array when they produce secondary muons or compact signatures (cascades of ~m in extent) when they produce secondary electrons or hadrons. Track events can be reconstructed with an uncertainty of less than 1 degree, while cascade events have higher signal purity. IceCube triggers on signals for neutrino energies greater than ~10 GeV (10\n10\neV) and can identify likely astrophysical neutrino events for neutrino energies greater than ~50 TeV (5x10\n13\neV) and issue alerts to the community.\nThe IceCube realtime alert point of contact can be reached at\nroc@icecube.wisc.edu\n.\nIceCube has been operating a real-time alert system since 2016\n(\nIceCube Collaboration 2017\n)\n. The system includes multiple event types.\nIceCube High-Energy Neutrino Track Alerts\nThis section focuses on high-energy (of order TeV-PeV) track-like alerts. These events originate from charged-current interactions between muon neutrinos and quarks in the ice. Owing to their excellent angular resolution, which improves with energy, track-like alerts are particularly valuable for neutrino astronomy.\nThe system allows rapid notification of the multimessenger community about likely astrophysical neutrino track-like events detected by IceCube, initiating follow-ups to detect source candidates. A major breakthrough occurred in September 2017, when a neutrino with an energy of approximately 300 TeV (IC-170922A) was found in spatial and temporal coincidence with the flaring blazar TXS 0506+056. This association, supported by gamma-ray data from Fermi-LAT, had a significance of ~3\n(\nIceCube Collaboration 2018\n)\n. This marked the first compelling multimessenger association between a neutrino and an astrophysical object, providing evidence that blazars can act as cosmic-ray accelerators. Archival analysis revealed a possible earlier neutrino flare from the same source between September 2014 and March 2015, with a significance of 3.5\nindependent of the 2017 alert\n(\nIceCube Collaboration 2018\n)\n. These observations highlight the potential of real-time multimessenger astronomy.\nIn 2019, the real-time framework for track-like events was upgraded to improve event selection and alert message content\n(\nIceCube Collaboration 2023\n)\n.\nA recent enhancement in the IceCube real-time system was introduced in September 2024\n(\nIceCube Collaboration 2024\n)\n. IceCube now adopts a revised follow-up reconstruction strategy that applies different algorithms based on the event's energy deposition or topology. This hybrid approach improves angular resolution across a broad energy range and ensures robust statistical coverage of the reported localization uncertainties\n(\nIceCube Collaboration 2026\n)\n.\nDescription\nEvents are classified into\nGold\nand\nBronze\nstreams based on their likelihood of being astrophysical, quantified by a metric historically called\nsignalness\n(with the switch to GCN over Kafka, this metric is now referred to as\np_astro\n):\nwhere\nand\nare the expected numbers of signal and background events (both atmospheric neutrinos and muons) with reconstructed event energy\nabove the selected energy proxy\nat declination\n, derived from simulations. Following the above definition,\nthe astrophysical probability quantifies the expected fraction of astrophysical neutrinos, derived from MC simulations, for events with similar reconstructed direction and with reconstructed energies at or above the event energy E_event, assuming a given astrophysical spectrum\n.\nThe streams were optimized assuming an astrophysical neutrino power-law energy spectral index of\n.\nThe selection criteria are designed such that the expected signal purity, defined as\n, is 50% for Gold alerts and 30% for the inclusive Bronze sample (i.e., all alerts satisfying the Bronze threshold, including those that also satisfy the more stringent Gold criteria). Therefore, about 30% of all alerts passing the Bronze selection are expected to be of astrophysical origin.\nSince Gold events are also included in the Bronze stream definition, the exclusive Bronze-only subsample (corresponding to Bronze alerts distributed via GCN) has a lower astrophysical purity, approximately 15%.\nUsing the\ndefinition introduced above, however, the average\nis approximately 30% for the Bronze-only sample and 50% for the Gold sample. These values should not be confused with the signal purities used to define the Bronze and Gold selections, as the average\nof a sample does not necessarily coincide with its signal purity.\nSeveral neutrino candidate selections have been developed, each targeting different types of events. The resulting samples are combined to produce the Gold and Bronze alerts. For details about the selection filters, see\n(\nIceCube Collaboration 2023\n)\n.\nEach alert selection determines the values to report in the GCN Notice (probability of being astrophysical, false alarm rate, and likely neutrino energy) based on the parameters used in candidate event identification. When an event is identified by multiple selections, a single GCN Notice is issued, and a hierarchical rule is applied to decide which selection's information is included. This ordering is based on astrophysical signal purity and angular resolution studies.\nThe total rate of distributed alerts is approximately 26 per year (10 Gold and 16 Bronze).\nThe neutrino effective areas for these combined selections, for both through-going and starting events, are shown in Figure 1 of\n(\nIceCube Collaboration 2023\n)\n. Astrophysical neutrino-generated tracks selected by these selections are expected to have very good angular resolution. The median angular resolution for these events as a function of energy is shown in Figure 3 of\n(\nBlaufuss et al. 2019\n)\n.\nAlert distribution\nHigh-energy track alerts are openly circulated to the community via GCN as Notices and Circulars in a two-step process:\nA prompt GCN Notice (Revision 0) is broadcast shortly after the identification of an astrophysical neutrino candidate at the South Pole.\nA follow-up reconstruction, which is more computationally intensive, is then performed and circulated in a new revision of the alert via GCN Notice (Revision 1), with an updated position and uncertainty radius. This is accompanied by a GCN Circular, which includes a directional error box for the event as well as the position of nearby gamma-ray sources of interest, if any.\nUntil recently, these Notices were circulated via the classic GCN system. A transition to broadcasting over Kafka is now underway, as described in a separate section below.\nGCN Notice Types in GCN Classic and GCN Classic Over Kafka\nHistorically, IceCube alerts generated by real-time astrophysical neutrino searches\n(\nIceCube Collaboration 2017b\n)\n(\nIceCube Collaboration 2023\n)\nhave been sent over the classic GCN system through the\nAstrophysical Multimessenger Observatory Network (AMON)\n.\nDetailed descriptions and examples are available.\nType\nLatency\nComments\nAlert Tables\nICECUBE ASTROTRACK GOLD/BRONZE\n0.5-1 minutes\nHigh-energy single neutrino track event alerts\nAlerts\nAMON ICECUBE CASCADE\n0.5-1 minutes\nHigh-energy neutrino cascade event alerts\nAlerts\nAMON NU EM COINC\n7 hours\nAMON Coincidence alerts of IceCube+HAWC or ANTARES+Fermi\nAlerts\nWe are currently migrating these alerts to the new GCN Kafka system.\nDuring the initial months of this transition, alerts will be sent through both AMON and Kafka, before fully switching to Kafka.\nThis page documents alert content, schema, and probability maps.\nGCN Notice Types in GCN Classic\nHistorically, IceCube alerts generated by real-time astrophysical neutrino searches\n(\nIceCube Collaboration 2017b\n)\n(\nIceCube Collaboration 2023\n)\nhave been sent over the classic GCN system through the\nAstrophysical Multimessenger Observatory Network (AMON)\n.\nDetailed descriptions and examples are available.\nType\nLatency\nComments\nAlert Tables\nICECUBE ASTROTRACK GOLD/BRONZE\n0.5-1 minutes\nHigh-energy single neutrino track event alerts\nAlerts\nAMON ICECUBE CASCADE\n0.5-1 minutes\nHigh-energy neutrino cascade event alerts\nAlerts\nAMON NU EM COINC\n7 hours\nAMON Coincidence alerts of IceCube+HAWC or ANTARES+Fermi\nAlerts\nGCN Notice Types in GCN Over Kafka\nNew with GCN over Kafka:\nFor each alert, multi-order probability maps are now released, which was never done with the previous system.\nTwo GCN Notices are sent for each event - one corresponding to the preliminary reconstruction and one corresponding to the revised reconstruction - consistent with what is shown in the AMON table.\nIceCube Gold/Bronze Track Alert Schema\ntopic = gcn.notices.icecube.gold_bronze_track_alerts\nIceCube Gold/Bronze alerts now follow this\nGCN schema\nstructure.\nKey fields are described below:\n$schema\n- GCN schema structure according to the\nnasa-gcn/gcn-schema\nGitHub project.\nmission\n- Instrument issuing the alert (IceCube in our case).\ninstrument\n- Detector configuration; e.g.,\nIC86\nrefers to IceCube with 86 strings active (full detector).\nmessenger\n-\nNeutrino\n(Type of astrophysical messenger).\npipeline\n- Alert type, either\nBronze Track Alert\nor\nGold Track Alert\n. Bronze alerts have an average astrophysical probability of 30%, Gold alerts 50% (determined by the\np_astro\nparameter).\nrecord_number\n-\n0\nfor the first preliminary reconstruction,\n1\nfor the revised reconstruction.\nevent_name\n- Name of the event, e.g.,\nIceCube-YYMMDDA\n(the letter increments if multiple alerts occur on the same day).\nid\n- Internal event ID, formatted as\nRUNID_EVENTID\n(currently published\nhere\n).\nalert_datetime\n- Timestamp of the GCN notice (UTC time).\nalert_type\n- Can be\n\"initial\"\nfor preliminary reconstruction (Revision 0),\n\"update\"\nfor revised (Revision 1),\n\"retraction\"\nif the alert is retracted.\nalert_tense\n-\n\"current\"\nfor real alerts,\n\"test\"\nfor tests,\n\"injections\"\nfor fake injections used as tests.\nalert_topology\n- Event topology:\n\"Track\"\n.\nnumber_of_events\n- Number of events contributing to the alert (1, being a single neutrino alert).\nra\n,\ndec\n- Best-fit right ascension and declination (J2000, degrees).\nra_dec_error\n- Combined positional uncertainty, calculated from the RA and Dec errors at 90% containment. For\n\"record_number\"\n=\n1\n, it is calculated in the following way, taking into account the spherical geometry:\nra_err_mean = (\nabs\n(ra_err_plus) +\nabs\n(ra_err_minus)) /\n2\ndec_err_mean = (\nabs\n(dec_err_plus) +\nabs\n(dec_err_minus)) /\n2\nerr_combined = sqrt(ra_err_mean * cos(dec) * dec_err_mean)\nThese\nra_err_plus\n,\nra_err_minus\n,\ndec_err_plus\n, and\ndec_err_minus\nvalues correspond to the 90% containment errors, which are published in the GCN circular associated with the event.\nMultiplying the RA uncertainty by\ncos(dec)\ncorrectly accounts for the fact that lines of constant RA converge toward the celestial poles. This converts the RA uncertainty into a true angular distance on the sky.\nThe adopted formula provides an effective circularized uncertainty radius derived from the localization ellipse, using the mean uncertainties around the best-fit position as the ellipse axes. The resulting\nerr_combined\napproximates the radius of a circle with an area comparable to the estimated 90% containment region around the best-fit position.\nIt is worth highlighting that this quantity is only an approximate representation of the localization uncertainty. By construction, if\nerr_combined\nis used as the radius of a circular error region, it always defines a circular region centered on the best-fit coordinates. However, the true localization morphology of an alert can be highly irregular, asymmetric, multi-modal, or offset from the best-fit position. In these situations, a simple circular approximation may exclude regions that still contain significant probability density, including high-probability pixels belonging to the true 90% containment region.\nFor alerts with asymmetric uncertainties, elongated contours, or complex probability distributions,\nerr_combined\nshould therefore be used with caution. The true localization information is provided by the multi-order HEALPix probability maps distributed through the\nhealpix_url\nfield (see below). We strongly recommend using these maps for any accurate reconstruction of confidence contours and follow-up analyses.\ncontainment_probability\n- Confidence level for the positional error (e.g.,\n0.9\nfor 90%).\nsystematic_included\n-\nTrue\nif systematics are included in the positional uncertainty, otherwise\nFalse\n. For\n\"record_number\"\n=\n0\n(preliminary reconstruction), this is set to\nFalse\n. For\n\"record_number\"\n=\n1\n(updated reconstruction associated to the GCN circular), this is set to\nTrue\n. In fact, starting from September 2024, the reconstruction algorithms used for realtime alerts have been improved\n(\nIceCube Collaboration 2024\n)\n. Systematic errors affecting the reconstructions, such as those from the ice model or detector geometry, have been thoroughly investigated to ensure proper statistical coverage (see details in\n(\nIceCube Collaboration 2026\n)\n).\nhealpix_url\n- URL to the multi-order probability map of the event;\nnull\nfor preliminary reconstruction. For\n\"record_number\"\n=\n0\n(preliminary reconstruction),\nhealpix_url\nis expected to be\nnull\n. For\n\"record_number\"\n=\n1\n(updated reconstruction associated to the GCN circular), it contains a link from which the file can be downloaded. A description of the multi-order probability map of the event is provided in the section \"Multi-order Probability Maps (MOC/HEALPix)\" below. The probability maps have correct coverage including both statistical and systematic uncertainties.\ntrigger_time\n- Time of the triggered neutrino event (UTC time).\nnu_energy\n- Estimated neutrino energy (TeV).\np_astro\n- Estimated probability that the event is astrophysical (in the past, this was named\nsignalness\n).\nfar\n- False Alarm Rate (Hz), indicating the expected frequency of such events in IceCube.\nNOTE:\nWith the transition to GCN over Kafka, the reported values of\np_astro\nand\nfar\nare now updated in the revised reconstruction. In the previous system, the same quantities from the preliminary reconstruction were reported. The updated values are computed using the revised best-fit direction and the initial energy estimate of the event.\nThe\nGCN schema\nand\nexample\nJSON message\nfiles\nare available to use.\nMulti-order Probability Maps (MOC/HEALPix)\nGCN strongly encourages the use of multi-order sky maps (MOC). See the\ndocumentation\n.\nThese maps use a variable angular resolution, with regions of higher probability represented at finer resolution and lower-probability regions encoded at coarser resolution. Compared to single-resolution HEALPix maps, multi-order sky maps are significantly more efficient in terms of storage footprint and I/O performance, while retaining full localization information.\nFor IceCube track alerts, the probability distribution of the true neutrino direction is provided in this multi-order format, with\nprobability density expressed in units of sr^-1\n. This format retains the pixels originally scanned by IceCube with their original areas. Areas nearby the best-fit direction were scanned using a finer pixelization while further away a coarser pixelization is used. This ensures efficient storage while preserving the accuracy of the probability distribution. The value stored in each pixel corresponds to a probability density. When multiplied by the pixel solid angle and summed over all pixels, the total probability integrates to unity.\nThe header of each file contains:\nRUNID\n,\nEVENTID\n: RunID and EventID of the alert.\nSENDER\n: IceCube Collaboration.\nDATE-OBS\n: UTC date of the observation.\nMJD-OBS\n: Modified Julian date of the observation.\nEVENT-TYPE\n: Identification of event selection type:\nneutrino\nfor gfu-gold or gfu-bronze, and\nHESE\nhese-gold, or hese-bronze types (see IceCat-1 paper publication for details about the different alert types).\nALERT-STREAM\n: Identification of alert type:\nGold\nor\nBronze\n.\nRA\n,\nDEC\n[deg] (and\n_ERR_50\n,\n_ERR_90\n): Best fit direction in J2000 equatorial coordinates, with asymmetric 50% and 90% CL error rectangle boundaries.\nCONTOUR AREA (50%)\n,\nCONTOUR AREA (90%)\n[sdeg]: Contour area of uncertainty contours at 50% and 90% confidence levels around the best-fit direction.\nIceCube Alert Archive\nThe IceCube alert archive is publicly accessible at\nthis link\n.\nEach alert is provided as a compressed FITS file using the following naming convention:\nIceCube-YYMMDDX_skymap_probdensity_multiorder.fits.gz\nThe alert identifier follows the format:\nIceCube-YYMMDDX\n, where\nYYMMDD\ndenotes the date of the event (e.g.,\nIceCube-260125A\ncorresponds to an alert issued on January 25, 2026), and\nX\nis a letter distinguishing multiple alerts occurring on the same day (A, B, C, …).\nThe download link for each file is also included in the corresponding GCN notice distributed via Kafka through the item\nhealpix_url\n(see the schema explanation above).\nCiting IceCube Track Alerts\nFor scientific work using IceCube track alerts or the associated probability maps, we kindly ask that you consider citing the following:\nThe IceCube catalog (IceCat-1)\n(\nIceCube Collaboration 2023\n)\nThe documentation describing the reconstruction algorithms adopted for alert tracks\n(\nIceCube Collaboration 2024\n)\nIf you refer to a specific alert and use a multi-order probability map, please cite also:\nthe corresponding GCN Notice\nthe associated GCN Circular\nThis helps ensure that particular events and datasets are clearly identified.\nIceCube LVK Alert Neutrino Track Search\ntopic = gcn.notices.icecube.lvk_nu_track_search\nIceCube performs realtime searches for coincident neutrino signals with all\nLIGO/Virgo/KAGRA gravitational-wave alerts\n, using\na realtime muon neutrino track event selection\n(\nIceCube Collaboration 2016\n)\nand the sky maps from gravitational\nwave detectors. These low-latency joint searches identify neutrino signals within a\n500 second time\nwindow surrounding the LVK alert time, and aim to identify multi-messenger transient\nsources and seed electromagnetic followup up observations\n(\nIceCube Collaboration 2026b\n)\n(\nIceCube Collaboration 2023a\n)\n(\nIceCube Collaboration 2020\n)\n.\nThese searches are performed as quickly as possible, as soon as the realtime neutrino information for the\n500 second window\nare available, and are repeated for each update\nto the LVK alert information. The results from each repeated search will sent as a GCN notice,\nincluding identifying information to the corresponding LVK alert version. Results from all searches\nin LVK Runs 03 and 04 are available on the\nIceCube Realtime Gravitational Wave Followup page\n.\nFor high-significance LVK alerts, two hypothesis tests\nare conducted. The first search is a maximum likelihood analysis which searches for a\ngeneric point-like neutrino source coincident with the given GW sky map. The\nsecond uses a Bayesian approach\n(\nBartos et al. 2019\n)\nto quantify the joint GW + neutrino event significance, which\nassumes a binary merger scenario and accounts for known astrophysical priors, such as GW source\ndistance, in the significance estimate. For low-significance LVK alerts, only the Bayesian search\nis performed. All searches are reported via GCN Notices over Kafka, and any coincident\nobservation with a observed p-value less than 1% will also\nbe sent as a\nGCN Circular\n.\nThese alerts follow this\nGCN schema\n,\nwith an example\nJSON message\navailable to use.\nKey fields are described below:\n$schema\n: GCN schema structure according to the\nnasa-gcn/gcn-schema\nGitHub project.\ntype\n: Alert type (always\n\"IceCube LVK Alert Nu Track Search\"\nin this case).\nreference\n: specifies the LVK alert GCN being followed up, including the GW map revision used in the analysis.\nref_ID\n: the LVK event name being followed up.\nalert_datetime\n: Timestamp of the GCN notice (UTC time).\ntrigger_time\n: Timestamp of the merger event (UTC time).\nobservation_start\n: beginning of the analysis time window (UTC time).\nobservation_stop\n: end of the analysis time window (UTC time).\nobservation_livetime\n: duration of the analysis (seconds). The total analysis duration is always\n1000\nseconds for these analyses.\npval_generic\nand\npval_bayesian\n: the overall search results p-values for the generic and Bayesian searches, respectively. If an analysis is not run on the particular event, this value will be\nnull\nfor that pipeline.\nn_events_coincident\n: the number of events in the time window with a pe\n\nFITS HEADERS\n SIMPLE  =                    T / conforms to FITS standard                      BITPIX  =                    8 / array data type                                NAXIS   =                    0 / number of array dimensions                     EXTEND  =                    T                                                  END                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              \n XTENSION= 'BINTABLE'           / binary table extension                         BITPIX  =                    8 / array data type                                NAXIS   =                    2 / number of array dimensions                     NAXIS1  =                   16 / length of dimension 1                          NAXIS2  =                 5166 / length of dimension 2                          PCOUNT  =                    0 / number of group parameters                     GCOUNT  =                    1 / number of groups                               TFIELDS =                    2 / number of table fields                         TTYPE1  = 'UNIQ    '                                                            TFORM1  = 'K       '                                                            TTYPE2  = 'PROBDENSITY'                                                         TFORM2  = 'D       '                                                            TUNIT2  = 'sr-1    '                                                            PIXTYPE = 'HEALPIX '           / HEALPIX pixelisation                           ORDERING= 'NUNIQ   '           / Pixel ordering scheme: RING, NESTED, or NUNIQ  NSIDE   =                 1024 / Resolution parameter of HEALPIX                INDXSCHM= 'EXPLICIT'           / Indexing: IMPLICIT or EXPLICIT                 MOCORDER=                   10 / Best resolution order                          RUNID   =               141917                                                  EVENTID =             80302474                                                  SENDER  = 'IceCube Collaboration'                                               DATE-OBS= '2026-01-15T17:32:35.711' / UTC date of the observation               MJD-OBS =    61055.73096887884 / modified Julian date of the observation        HIERARCH EVENT-TYPE = 'neutrino' / Event Type                                   RA      =               145.77 / Degree                                         DEC     =                12.41 / Degree                                         HIERARCH RA_ERR_PLUS_50 = 1.35 / 50% containment error high                     HIERARCH RA_ERR_MINUS_50 = 1.05 / 50% containment error low                     HIERARCH DEC_ERR_PLUS_50 = 0.55 / 50% containment error high                    HIERARCH DEC_ERR_MINUS_50 = 0.5 / 50% containment error low                     HIERARCH RA_ERR_PLUS_90 = 2.29 / 90% containment error high                     HIERARCH RA_ERR_MINUS_90 = 1.77 / 90% containment error low                     HIERARCH DEC_ERR_PLUS_90 = 1.18 / 90% containment error high                    HIERARCH DEC_ERR_MINUS_90 = 0.91 / 90% containment error low                    HIERARCH CONTOUR_AREA_50 = 1.92 / 50% contour area (sqdeg)                      HIERARCH CONTOUR_AREA_90 = 6.48 / 90% contour area (sqdeg)                      COMMENTS= '50% and 90% uncertainty location => Highest posterior density 50% &' CONTINUE  'and 90% credible region'                                             NOTE    = 'Please ignore pixels with infinite or NaN values. They are rare &'   CONTINUE  'cases of the minimizer failing to converge'                          END                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             \n(5166,) ColDefs(\n    name = 'UNIQ'; format = 'K'\n    name = 'PROBDENSITY'; format = 'D'; unit = 'sr-1'\n)\nOTHER MANIFEST FILES: []\n"
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        "stdout": "Alert distribution\nHigh-energy track alerts are openly circulated to the community via GCN as Notices and Circulars in a two-step process:\nA prompt GCN Notice (Revision 0) is broadcast shortly after the identification of an astrophysical neutrino candidate at the South Pole.\nA follow-up reconstruction, which is more computationally intensive, is then performed and circulated in a new revision of the alert via GCN Notice (Revision 1), with an updated position and uncertainty radius. This is accompanied by a GCN Circular, which includes a directional error box for the event as well as the position of nearby gamma-ray sources of interest, if any.\nUntil recently, these Notices were circulated via the classic GCN system. A transition to broadcasting over Kafka is now underway, as described in a separate section below.\nGCN Notice Types in GCN Classic and GCN Classic Over Kafka\nHistorically, IceCube alerts generated by real-time astrophysical neutrino searches\n(\nIceCube Collaboration 2017b\n)\n(\nIceCube Collaboration 2023\n)\nhave been sent over the classic GCN system through the\nAstrophysical Multimessenger Observatory Network (AMON)\n.\nDetailed descriptions and examples are available.\nType\nLatency\nComments\nAlert Tables\nICECUBE ASTROTRACK GOLD/BRONZE\n0.5-1 minutes\nHigh-energy single neutrino track event alerts\nAlerts\nAMON ICECUBE CASCADE\n0.5-1 minutes\nHigh-energy neutrino cascade event alerts\nAlerts\nAMON NU EM COINC\n7 hours\nAMON Coincidence alerts of IceCube+HAWC or ANTARES+Fermi\nAlerts\nWe are currently migrating these alerts to the new GCN Kafka system.\nDuring the initial months of this transition, alerts will be sent through both AMON and Kafka, before fully switching to Kafka.\nThis page documents alert content, schema, and probability maps.\nGCN Notice Types in GCN Classic\nHistorically, IceCube alerts generated by real-time astrophysical neutrino searches\n(\nIceCube Collaboration 2017b\n)\n(\nIceCube Collaboration 2023\n)\nhave been sent over the classic GCN system through the\nAstrophysical Multimessenger Observatory Network (AMON)\n.\nDetailed descriptions and examples are available.\nType\nLatency\nComments\nAlert Tables\nICECUBE ASTROTRACK GOLD/BRONZE\n0.5-1 minutes\nHigh-energy single neutrino track event alerts\nAlerts\nAMON ICECUBE CASCADE\n0.5-1 minutes\nHigh-energy neutrino cascade event alerts\nAlerts\nAMON NU EM COINC\n7 hours\nAMON Coincidence alerts of IceCube+HAWC or ANTARES+Fermi\nAlerts\nGCN Notice Types in GCN Over Kafka\nNew with GCN over Kafka:\nFor each alert, multi-order probability maps are now released, which was never done with the previous system.\nTwo GCN Notices are sent for each event - one corresponding to the preliminary reconstruction and one corresponding to the revised reconstruction - consistent with what is shown in the AMON table.\nIceCube Gold/Bronze Track Alert Schema\ntopic = gcn.notices.icecube.gold_bronze_track_alerts\nIceCube Gold/Bronze alerts now follow this\nGCN schema\nstructure.\nKey fields are described below:\n$schema\n- GCN schema structure according to the\nnasa-gcn/gcn-schema\nGitHub project.\nmission\n- Instrument issuing the alert (IceCube in our case).\ninstrument\n- Detector configuration; e.g.,\nIC86\nrefers to IceCube with 86 strings active (full detector).\nmessenger\n-\nNeutrino\n(Type of astrophysical messenger).\npipeline\n- Alert type, either\nBronze Track Alert\nor\nGold Track Alert\n. Bronze alerts have an average astrophysical probability of 30%, Gold alerts 50% (determined by the\np_astro\nparameter).\nrecord_number\n-\n0\nfor the first preliminary reconstruction,\n1\nfor the revised reconstruction.\nevent_name\n- Name of the event, e.g.,\nIceCube-YYMMDDA\n(the letter increments if multiple alerts occur on the same day).\nid\n- Internal event ID, formatted as\nRUNID_EVENTID\n(currently published\nhere\n).\nalert_datetime\n- Timestamp of the GCN notice (UTC time).\nalert_type\n- Can be\n\"initial\"\nfor preliminary reconstruction (Revision 0),\n\"update\"\nfor revised (Revision 1),\n\"retraction\"\nif the alert is retracted.\nalert_tense\n-\n\"current\"\nfor real alerts,\n\"test\"\nfor tests,\n\"injections\"\nfor fake injections used as tests.\nalert_topology\n- Event topology:\n\"Track\"\n.\nnumber_of_events\n- Number of events contributing to the alert (1, being a single neutrino alert).\nra\n,\ndec\n- Best-fit right ascension and declination (J2000, degrees).\nra_dec_error\n- Combined positional uncertainty, calculated from the RA and Dec errors at 90% containment. For\n\"record_number\"\n=\n1\n, it is calculated in the following way, taking into account the spherical geometry:\nra_err_mean = (\nabs\n(ra_err_plus) +\nabs\n(ra_err_minus)) /\n2\ndec_err_mean = (\nabs\n(dec_err_plus) +\nabs\n(dec_err_minus)) /\n2\nerr_combined = sqrt(ra_err_mean * cos(dec) * dec_err_mean)\nThese\nra_err_plus\n,\nra_err_minus\n,\ndec_err_plus\n, and\ndec_err_minus\nvalues correspond to the 90% containment errors, which are published in the GCN circular associated with the event.\nMultiplying the RA uncertainty by\ncos(dec)\ncorrectly accounts for the fact that lines of constant RA converge toward the celestial poles. This converts the RA uncertainty into a true angular distance on the sky.\nThe adopted formula provides an effective circularized uncertainty radius derived from the localization ellipse, using the mean uncertainties around the best-fit position as the ellipse axes. The resulting\nerr_combined\napproximates the radius of a circle with an area comparable to the estimated 90% containment region around the best-fit position.\nIt is worth highlighting that this quantity is only an approximate representation of the localization uncertainty. By construction, if\nerr_combined\nis used as the radius of a circular error region, it always defines a circular region centered on the best-fit coordinates. However, the true localization morphology of an alert can be highly irregular, asymmetric, multi-modal, or offset from the best-fit position. In these situations, a simple circular approximation may exclude regions that still contain significant probability density, including high-probability pixels belonging to the true 90% containment region.\nFor alerts with asymmetric uncertainties, elongated contours, or complex probability distributions,\nerr_combined\nshould therefore be used with caution. The true localization information is provided by the multi-order HEALPix probability maps distributed through the\nhealpix_url\nfield (see below). We strongly recommend using these maps for any accurate reconstruction of confidence contours and follow-up analyses.\ncontainment_probability\n- Confidence level for the positional error (e.g.,\n0.9\nfor 90%).\nsystematic_included\n-\nTrue\nif systematics are included in the positional uncertainty, otherwise\nFalse\n. For\n\"record_number\"\n=\n0\n(preliminary reconstruction), this is set to\nFalse\n. For\n\"record_number\"\n=\n1\n(updated reconstruction associated to the GCN circular), this is set to\nTrue\n. In fact, starting from September 2024, the reconstruction algorithms used for realtime alerts have been improved\n(\nIceCube Collaboration 2024\n)\n. Systematic errors affecting the reconstructions, such as those from the ice model or detector geometry, have been thoroughly investigated to ensure proper statistical coverage (see details in\n(\nIceCube Collaboration 2026\n)\n).\nhealpix_url\n- URL to the multi-order probability map of the event;\nnull\nfor preliminary reconstruction. For\n\"record_number\"\n=\n0\n(preliminary reconstruction),\nhealpix_url\nis expected to be\nnull\n. For\n\"record_number\"\n=\n1\n(updated reconstruction associated to the GCN circular), it contains a link from which the file can be downloaded. A description of the multi-order probability map of the event is provided in the section \"Multi-order Probability Maps (MOC/HEALPix)\" below. The probability maps have correct coverage including both statistical and systematic uncertainties.\ntrigger_time\n- Time of the triggered neutrino event (UTC time).\nnu_energy\n- Estimated neutrino energy (TeV).\np_astro\n- Estimated probability that the event is astrophysical (in the past, this was named\nsignalness\n).\nfar\n- False Alarm Rate (Hz), indicating the expected frequency of such events in IceCube.\nNOTE:\nWith the transition to GCN over Kafka, the reported values of\np_astro\nand\nfar\nare now updated in the revised reconstruction. In the previous system, the same quantities from the preliminary reconstruction were reported. The updated values are computed using the revised best-fit direction and the initial energy estimate of the event.\nThe\nGCN schema\nand\nexample\nJSON message\nfiles\nare available to use.\nMulti-order Probability Maps (MOC/HEALPix)\nGCN strongly encourages the use of multi-order sky maps (MOC). See the\ndocumentation\n.\nThese maps use a variable angular resolution, with regions of higher probability represented at finer resolution and lower-probability regions encoded at coarser resolution. Compared to single-resolution HEALPix maps, multi-order sky maps are significantly more efficient in terms of storage footprint and I/O performance, while retaining full localization information.\nFor IceCube track alerts, the probability distribution of the true neutrino direction is provided in this multi-order format, with\nprobability density expressed in units of sr^-1\n. This format retains the pixels originally scanned by IceCube with their original areas. Areas nearby the best-fit direction were scanned using a finer pixelization while further away a coarser pixelization is used. This ensures efficient storage while preserving the accuracy of the probability distribution. The value stored in each pixel corresponds to a probability density. When multiplied by the pixel solid angle and summed over all pixels, the total probability integrates to unity.\nThe header of each file contains:\nRUNID\n,\nEVENTID\n: RunID and EventID of the alert.\nSENDER\n: IceCube Collaboration.\nDATE-OBS\n: UTC date of the observation.\nMJD-OBS\n: Modified Julian date of the observation.\nEVENT-TYPE\n: Identification of event selection type:\nneutrino\nfor gfu-gold or gfu-bronze, and\nHESE\nhese-gold, or hese-bronze types (see IceCat-1 paper publication for details about the different alert types).\nALERT-STREAM\n: Identification of alert type:\nGold\nor\nBronze\n.\nRA\n,\nDEC\n[deg] (and\n_ERR_50\n,\n_ERR_90\n): Best fit direction in J2000 equatorial coordinates, with asymmetric 50% and 90% CL error rectangle boundaries.\nCONTOUR AREA (50%)\n,\nCONTOUR AREA (90%)\n[sdeg]: Contour area of uncertainty contours at 50% and 90% confidence levels around the best-fit direction.\nIceCube Alert Archive\nThe IceCube alert archive is publicly accessible at\nthis link\n.\nEach alert is provided as a compressed FITS file using the following naming convention:\nIceCube-YYMMDDX_skymap_probdensity_multiorder.fits.gz\nThe alert identifier follows the format:\nIceCube-YYMMDDX\n, where\nYYMMDD\ndenotes the date of the event (e.g.,\nIceCube-260125A\ncorresponds to an alert issued on January 25, 2026), and\nX\nis a letter distinguishing multiple alerts occurring on the same day (A, B, C, …).\nThe download link for each file is also included in the corresponding GCN notice distributed via Kafka through the item\nhealpix_url\n(see the schema explanation above).\nCiting IceCube Track Alerts\nFor scientific work using IceCube track alerts or the associated probability maps, we kindly ask that you consider citing the following:\nThe IceCube catalog (IceCat-1)\n(\nIceCube Collaboration 2023\n)\nThe documentation describing the reconstruction algorithms adopted for alert tracks\n(\nIceCube Collaboration 2024\n)\nIf you refer to a specific alert and use a multi-order probability map, please cite also:\nthe corresponding GCN Notice\nthe associated GCN Circular\nThis helps ensure that particular events and datasets are clearly identified.\nIceCube LVK Alert Neutrino Track Search\ntopic = gcn.notices.icecube.lvk_nu_track_search\nIceCube performs realtime searches for coincident neutrino signals with all\nLIGO/Virgo/KAGRA gravitational-wave alerts\n, using\na realtime muon neutrino track event selection\n(\nIceCube Collaboration 2016\n)\nand the sky maps from gravitational\nwave detectors. These low-latency joint searches identify neutrino signals within a\n500 second time\nwindow surrounding the LVK alert time, and aim to identify multi-messenger transient\nsources and seed electromagnetic followup up observations\n(\nIceCube Collaboration 2026b\n)\n(\nIceCube Collaboration 2023a\n)\n(\nIceCube Collaboration 2020\n)\n.\nThese searches are performed as quickly as possible, as soon as the realtime neutrino information for the\n500 second window\nare available, and are repeated\nFITS columns ColDefs(\n    name = 'UNIQ'; format = 'K'\n    name = 'PROBDENSITY'; format = 'D'; unit = 'sr-1'\n)\nHEADERS [('SIMPLE', True, 'conforms to FITS standard'), ('BITPIX', 8, 'array data type'), ('NAXIS', 0, 'number of array dimensions'), ('EXTEND', True, ''), ('XTENSION', 'BINTABLE', 'binary table extension'), ('BITPIX', 8, 'array data type'), ('NAXIS', 2, 'number of array dimensions'), ('NAXIS1', 16, 'length of dimension 1'), ('NAXIS2', 5166, 'length of dimension 2'), ('PCOUNT', 0, 'number of group parameters'), ('GCOUNT', 1, 'number of groups'), ('TFIELDS', 2, 'number of table fields'), ('TTYPE1', 'UNIQ', ''), ('TFORM1', 'K', ''), ('TTYPE2', 'PROBDENSITY', ''), ('TFORM2', 'D', ''), ('TUNIT2', 'sr-1', ''), ('PIXTYPE', 'HEALPIX', 'HEALPIX pixelisation'), ('ORDERING', 'NUNIQ', 'Pixel ordering scheme: RING, NESTED, or NUNIQ'), ('NSIDE', 1024, 'Resolution parameter of HEALPIX'), ('INDXSCHM', 'EXPLICIT', 'Indexing: IMPLICIT or EXPLICIT'), ('MOCORDER', 10, 'Best resolution order'), ('RUNID', 141917, ''), ('EVENTID', 80302474, ''), ('SENDER', 'IceCube Collaboration', ''), ('DATE-OBS', '2026-01-15T17:32:35.711', 'UTC date of the observation'), ('MJD-OBS', 61055.73096887884, 'modified Julian date of the observation'), ('EVENT-TYPE', 'neutrino', 'Event Type'), ('RA', 145.77, 'Degree'), ('DEC', 12.41, 'Degree'), ('RA_ERR_PLUS_50', 1.35, '50% containment error high'), ('RA_ERR_MINUS_50', 1.05, '50% containment error low'), ('DEC_ERR_PLUS_50', 0.55, '50% containment error high'), ('DEC_ERR_MINUS_50', 0.5, '50% containment error low'), ('RA_ERR_PLUS_90', 2.29, '90% containment error high'), ('RA_ERR_MINUS_90', 1.77, '90% containment error low'), ('DEC_ERR_PLUS_90', 1.18, '90% containment error high'), ('DEC_ERR_MINUS_90', 0.91, '90% containment error low'), ('CONTOUR_AREA_50', 1.92, '50% contour area (sqdeg)'), ('CONTOUR_AREA_90', 6.48, '90% contour area (sqdeg)'), ('COMMENTS', '50% and 90% uncertainty location => Highest posterior density 50% and 90% credible region', ''), ('NOTE', 'Please ignore pixels with infinite or NaN values. They are rare cases of the minimizer failing to converge', '')]\n",
        "stderr": "",
        "traceback": "",
        "plain": [
          "Alert distribution\nHigh-energy track alerts are openly circulated to the community via GCN as Notices and Circulars in a two-step process:\nA prompt GCN Notice (Revision 0) is broadcast shortly after the identification of an astrophysical neutrino candidate at the South Pole.\nA follow-up reconstruction, which is more computationally intensive, is then performed and circulated in a new revision of the alert via GCN Notice (Revision 1), with an updated position and uncertainty radius. This is accompanied by a GCN Circular, which includes a directional error box for the event as well as the position of nearby gamma-ray sources of interest, if any.\nUntil recently, these Notices were circulated via the classic GCN system. A transition to broadcasting over Kafka is now underway, as described in a separate section below.\nGCN Notice Types in GCN Classic and GCN Classic Over Kafka\nHistorically, IceCube alerts generated by real-time astrophysical neutrino searches\n(\nIceCube Collaboration 2017b\n)\n(\nIceCube Collaboration 2023\n)\nhave been sent over the classic GCN system through the\nAstrophysical Multimessenger Observatory Network (AMON)\n.\nDetailed descriptions and examples are available.\nType\nLatency\nComments\nAlert Tables\nICECUBE ASTROTRACK GOLD/BRONZE\n0.5-1 minutes\nHigh-energy single neutrino track event alerts\nAlerts\nAMON ICECUBE CASCADE\n0.5-1 minutes\nHigh-energy neutrino cascade event alerts\nAlerts\nAMON NU EM COINC\n7 hours\nAMON Coincidence alerts of IceCube+HAWC or ANTARES+Fermi\nAlerts\nWe are currently migrating these alerts to the new GCN Kafka system.\nDuring the initial months of this transition, alerts will be sent through both AMON and Kafka, before fully switching to Kafka.\nThis page documents alert content, schema, and probability maps.\nGCN Notice Types in GCN Classic\nHistorically, IceCube alerts generated by real-time astrophysical neutrino searches\n(\nIceCube Collaboration 2017b\n)\n(\nIceCube Collaboration 2023\n)\nhave been sent over the classic GCN system through the\nAstrophysical Multimessenger Observatory Network (AMON)\n.\nDetailed descriptions and examples are available.\nType\nLatency\nComments\nAlert Tables\nICECUBE ASTROTRACK GOLD/BRONZE\n0.5-1 minutes\nHigh-energy single neutrino track event alerts\nAlerts\nAMON ICECUBE CASCADE\n0.5-1 minutes\nHigh-energy neutrino cascade event alerts\nAlerts\nAMON NU EM COINC\n7 hours\nAMON Coincidence alerts of IceCube+HAWC or ANTARES+Fermi\nAlerts\nGCN Notice Types in GCN Over Kafka\nNew with GCN over Kafka:\nFor each alert, multi-order probability maps are now released, which was never done with the previous system.\nTwo GCN Notices are sent for each event - one corresponding to the preliminary reconstruction and one corresponding to the revised reconstruction - consistent with what is shown in the AMON table.\nIceCube Gold/Bronze Track Alert Schema\ntopic = gcn.notices.icecube.gold_bronze_track_alerts\nIceCube Gold/Bronze alerts now follow this\nGCN schema\nstructure.\nKey fields are described below:\n$schema\n- GCN schema structure according to the\nnasa-gcn/gcn-schema\nGitHub project.\nmission\n- Instrument issuing the alert (IceCube in our case).\ninstrument\n- Detector configuration; e.g.,\nIC86\nrefers to IceCube with 86 strings active (full detector).\nmessenger\n-\nNeutrino\n(Type of astrophysical messenger).\npipeline\n- Alert type, either\nBronze Track Alert\nor\nGold Track Alert\n. Bronze alerts have an average astrophysical probability of 30%, Gold alerts 50% (determined by the\np_astro\nparameter).\nrecord_number\n-\n0\nfor the first preliminary reconstruction,\n1\nfor the revised reconstruction.\nevent_name\n- Name of the event, e.g.,\nIceCube-YYMMDDA\n(the letter increments if multiple alerts occur on the same day).\nid\n- Internal event ID, formatted as\nRUNID_EVENTID\n(currently published\nhere\n).\nalert_datetime\n- Timestamp of the GCN notice (UTC time).\nalert_type\n- Can be\n\"initial\"\nfor preliminary reconstruction (Revision 0),\n\"update\"\nfor revised (Revision 1),\n\"retraction\"\nif the alert is retracted.\nalert_tense\n-\n\"current\"\nfor real alerts,\n\"test\"\nfor tests,\n\"injections\"\nfor fake injections used as tests.\nalert_topology\n- Event topology:\n\"Track\"\n.\nnumber_of_events\n- Number of events contributing to the alert (1, being a single neutrino alert).\nra\n,\ndec\n- Best-fit right ascension and declination (J2000, degrees).\nra_dec_error\n- Combined positional uncertainty, calculated from the RA and Dec errors at 90% containment. For\n\"record_number\"\n=\n1\n, it is calculated in the following way, taking into account the spherical geometry:\nra_err_mean = (\nabs\n(ra_err_plus) +\nabs\n(ra_err_minus)) /\n2\ndec_err_mean = (\nabs\n(dec_err_plus) +\nabs\n(dec_err_minus)) /\n2\nerr_combined = sqrt(ra_err_mean * cos(dec) * dec_err_mean)\nThese\nra_err_plus\n,\nra_err_minus\n,\ndec_err_plus\n, and\ndec_err_minus\nvalues correspond to the 90% containment errors, which are published in the GCN circular associated with the event.\nMultiplying the RA uncertainty by\ncos(dec)\ncorrectly accounts for the fact that lines of constant RA converge toward the celestial poles. This converts the RA uncertainty into a true angular distance on the sky.\nThe adopted formula provides an effective circularized uncertainty radius derived from the localization ellipse, using the mean uncertainties around the best-fit position as the ellipse axes. The resulting\nerr_combined\napproximates the radius of a circle with an area comparable to the estimated 90% containment region around the best-fit position.\nIt is worth highlighting that this quantity is only an approximate representation of the localization uncertainty. By construction, if\nerr_combined\nis used as the radius of a circular error region, it always defines a circular region centered on the best-fit coordinates. However, the true localization morphology of an alert can be highly irregular, asymmetric, multi-modal, or offset from the best-fit position. In these situations, a simple circular approximation may exclude regions that still contain significant probability density, including high-probability pixels belonging to the true 90% containment region.\nFor alerts with asymmetric uncertainties, elongated contours, or complex probability distributions,\nerr_combined\nshould therefore be used with caution. The true localization information is provided by the multi-order HEALPix probability maps distributed through the\nhealpix_url\nfield (see below). We strongly recommend using these maps for any accurate reconstruction of confidence contours and follow-up analyses.\ncontainment_probability\n- Confidence level for the positional error (e.g.,\n0.9\nfor 90%).\nsystematic_included\n-\nTrue\nif systematics are included in the positional uncertainty, otherwise\nFalse\n. For\n\"record_number\"\n=\n0\n(preliminary reconstruction), this is set to\nFalse\n. For\n\"record_number\"\n=\n1\n(updated reconstruction associated to the GCN circular), this is set to\nTrue\n. In fact, starting from September 2024, the reconstruction algorithms used for realtime alerts have been improved\n(\nIceCube Collaboration 2024\n)\n. Systematic errors affecting the reconstructions, such as those from the ice model or detector geometry, have been thoroughly investigated to ensure proper statistical coverage (see details in\n(\nIceCube Collaboration 2026\n)\n).\nhealpix_url\n- URL to the multi-order probability map of the event;\nnull\nfor preliminary reconstruction. For\n\"record_number\"\n=\n0\n(preliminary reconstruction),\nhealpix_url\nis expected to be\nnull\n. For\n\"record_number\"\n=\n1\n(updated reconstruction associated to the GCN circular), it contains a link from which the file can be downloaded. A description of the multi-order probability map of the event is provided in the section \"Multi-order Probability Maps (MOC/HEALPix)\" below. The probability maps have correct coverage including both statistical and systematic uncertainties.\ntrigger_time\n- Time of the triggered neutrino event (UTC time).\nnu_energy\n- Estimated neutrino energy (TeV).\np_astro\n- Estimated probability that the event is astrophysical (in the past, this was named\nsignalness\n).\nfar\n- False Alarm Rate (Hz), indicating the expected frequency of such events in IceCube.\nNOTE:\nWith the transition to GCN over Kafka, the reported values of\np_astro\nand\nfar\nare now updated in the revised reconstruction. In the previous system, the same quantities from the preliminary reconstruction were reported. The updated values are computed using the revised best-fit direction and the initial energy estimate of the event.\nThe\nGCN schema\nand\nexample\nJSON message\nfiles\nare available to use.\nMulti-order Probability Maps (MOC/HEALPix)\nGCN strongly encourages the use of multi-order sky maps (MOC). See the\ndocumentation\n.\nThese maps use a variable angular resolution, with regions of higher probability represented at finer resolution and lower-probability regions encoded at coarser resolution. Compared to single-resolution HEALPix maps, multi-order sky maps are significantly more efficient in terms of storage footprint and I/O performance, while retaining full localization information.\nFor IceCube track alerts, the probability distribution of the true neutrino direction is provided in this multi-order format, with\nprobability density expressed in units of sr^-1\n. This format retains the pixels originally scanned by IceCube with their original areas. Areas nearby the best-fit direction were scanned using a finer pixelization while further away a coarser pixelization is used. This ensures efficient storage while preserving the accuracy of the probability distribution. The value stored in each pixel corresponds to a probability density. When multiplied by the pixel solid angle and summed over all pixels, the total probability integrates to unity.\nThe header of each file contains:\nRUNID\n,\nEVENTID\n: RunID and EventID of the alert.\nSENDER\n: IceCube Collaboration.\nDATE-OBS\n: UTC date of the observation.\nMJD-OBS\n: Modified Julian date of the observation.\nEVENT-TYPE\n: Identification of event selection type:\nneutrino\nfor gfu-gold or gfu-bronze, and\nHESE\nhese-gold, or hese-bronze types (see IceCat-1 paper publication for details about the different alert types).\nALERT-STREAM\n: Identification of alert type:\nGold\nor\nBronze\n.\nRA\n,\nDEC\n[deg] (and\n_ERR_50\n,\n_ERR_90\n): Best fit direction in J2000 equatorial coordinates, with asymmetric 50% and 90% CL error rectangle boundaries.\nCONTOUR AREA (50%)\n,\nCONTOUR AREA (90%)\n[sdeg]: Contour area of uncertainty contours at 50% and 90% confidence levels around the best-fit direction.\nIceCube Alert Archive\nThe IceCube alert archive is publicly accessible at\nthis link\n.\nEach alert is provided as a compressed FITS file using the following naming convention:\nIceCube-YYMMDDX_skymap_probdensity_multiorder.fits.gz\nThe alert identifier follows the format:\nIceCube-YYMMDDX\n, where\nYYMMDD\ndenotes the date of the event (e.g.,\nIceCube-260125A\ncorresponds to an alert issued on January 25, 2026), and\nX\nis a letter distinguishing multiple alerts occurring on the same day (A, B, C, …).\nThe download link for each file is also included in the corresponding GCN notice distributed via Kafka through the item\nhealpix_url\n(see the schema explanation above).\nCiting IceCube Track Alerts\nFor scientific work using IceCube track alerts or the associated probability maps, we kindly ask that you consider citing the following:\nThe IceCube catalog (IceCat-1)\n(\nIceCube Collaboration 2023\n)\nThe documentation describing the reconstruction algorithms adopted for alert tracks\n(\nIceCube Collaboration 2024\n)\nIf you refer to a specific alert and use a multi-order probability map, please cite also:\nthe corresponding GCN Notice\nthe associated GCN Circular\nThis helps ensure that particular events and datasets are clearly identified.\nIceCube LVK Alert Neutrino Track Search\ntopic = gcn.notices.icecube.lvk_nu_track_search\nIceCube performs realtime searches for coincident neutrino signals with all\nLIGO/Virgo/KAGRA gravitational-wave alerts\n, using\na realtime muon neutrino track event selection\n(\nIceCube Collaboration 2016\n)\nand the sky maps from gravitational\nwave detectors. These low-latency joint searches identify neutrino signals within a\n500 second time\nwindow surrounding the LVK alert time, and aim to identify multi-messenger transient\nsources and seed electromagnetic followup up observations\n(\nIceCube Collaboration 2026b\n)\n(\nIceCube Collaboration 2023a\n)\n(\nIceCube Collaboration 2020\n)\n.\nThese searches are performed as quickly as possible, as soon as the realtime neutrino information for the\n500 second window\nare available, and are repeated\nFITS columns ColDefs(\n    name = 'UNIQ'; format = 'K'\n    name = 'PROBDENSITY'; format = 'D'; unit = 'sr-1'\n)\nHEADERS [('SIMPLE', True, 'conforms to FITS standard'), ('BITPIX', 8, 'array data type'), ('NAXIS', 0, 'number of array dimensions'), ('EXTEND', True, ''), ('XTENSION', 'BINTABLE', 'binary table extension'), ('BITPIX', 8, 'array data type'), ('NAXIS', 2, 'number of array dimensions'), ('NAXIS1', 16, 'length of dimension 1'), ('NAXIS2', 5166, 'length of dimension 2'), ('PCOUNT', 0, 'number of group parameters'), ('GCOUNT', 1, 'number of groups'), ('TFIELDS', 2, 'number of table fields'), ('TTYPE1', 'UNIQ', ''), ('TFORM1', 'K', ''), ('TTYPE2', 'PROBDENSITY', ''), ('TFORM2', 'D', ''), ('TUNIT2', 'sr-1', ''), ('PIXTYPE', 'HEALPIX', 'HEALPIX pixelisation'), ('ORDERING', 'NUNIQ', 'Pixel ordering scheme: RING, NESTED, or NUNIQ'), ('NSIDE', 1024, 'Resolution parameter of HEALPIX'), ('INDXSCHM', 'EXPLICIT', 'Indexing: IMPLICIT or EXPLICIT'), ('MOCORDER', 10, 'Best resolution order'), ('RUNID', 141917, ''), ('EVENTID', 80302474, ''), ('SENDER', 'IceCube Collaboration', ''), ('DATE-OBS', '2026-01-15T17:32:35.711', 'UTC date of the observation'), ('MJD-OBS', 61055.73096887884, 'modified Julian date of the observation'), ('EVENT-TYPE', 'neutrino', 'Event Type'), ('RA', 145.77, 'Degree'), ('DEC', 12.41, 'Degree'), ('RA_ERR_PLUS_50', 1.35, '50% containment error high'), ('RA_ERR_MINUS_50', 1.05, '50% containment error low'), ('DEC_ERR_PLUS_50', 0.55, '50% containment error high'), ('DEC_ERR_MINUS_50', 0.5, '50% containment error low'), ('RA_ERR_PLUS_90', 2.29, '90% containment error high'), ('RA_ERR_MINUS_90', 1.77, '90% containment error low'), ('DEC_ERR_PLUS_90', 1.18, '90% containment error high'), ('DEC_ERR_MINUS_90', 0.91, '90% containment error low'), ('CONTOUR_AREA_50', 1.92, '50% contour area (sqdeg)'), ('CONTOUR_AREA_90', 6.48, '90% contour area (sqdeg)'), ('COMMENTS', '50% and 90% uncertainty location => Highest posterior density 50% and 90% credible region', ''), ('NOTE', 'Please ignore pixels with infinite or NaN values. They are rare cases of the minimizer failing to converge', '')]\n"
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      "outputs": [
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          "text": "Alert distribution\nHigh-energy track alerts are openly circulated to the community via GCN as Notices and Circulars in a two-step process:\nA prompt GCN Notice (Revision 0) is broadcast shortly after the identification of an astrophysical neutrino candidate at the South Pole.\nA follow-up reconstruction, which is more computationally intensive, is then performed and circulated in a new revision of the alert via GCN Notice (Revision 1), with an updated position and uncertainty radius. This is accompanied by a GCN Circular, which includes a directional error box for the event as well as the position of nearby gamma-ray sources of interest, if any.\nUntil recently, these Notices were circulated via the classic GCN system. A transition to broadcasting over Kafka is now underway, as described in a separate section below.\nGCN Notice Types in GCN Classic and GCN Classic Over Kafka\nHistorically, IceCube alerts generated by real-time astrophysical neutrino searches\n(\nIceCube Collaboration 2017b\n)\n(\nIceCube Collaboration 2023\n)\nhave been sent over the classic GCN system through the\nAstrophysical Multimessenger Observatory Network (AMON)\n.\nDetailed descriptions and examples are available.\nType\nLatency\nComments\nAlert Tables\nICECUBE ASTROTRACK GOLD/BRONZE\n0.5-1 minutes\nHigh-energy single neutrino track event alerts\nAlerts\nAMON ICECUBE CASCADE\n0.5-1 minutes\nHigh-energy neutrino cascade event alerts\nAlerts\nAMON NU EM COINC\n7 hours\nAMON Coincidence alerts of IceCube+HAWC or ANTARES+Fermi\nAlerts\nWe are currently migrating these alerts to the new GCN Kafka system.\nDuring the initial months of this transition, alerts will be sent through both AMON and Kafka, before fully switching to Kafka.\nThis page documents alert content, schema, and probability maps.\nGCN Notice Types in GCN Classic\nHistorically, IceCube alerts generated by real-time astrophysical neutrino searches\n(\nIceCube Collaboration 2017b\n)\n(\nIceCube Collaboration 2023\n)\nhave been sent over the classic GCN system through the\nAstrophysical Multimessenger Observatory Network (AMON)\n.\nDetailed descriptions and examples are available.\nType\nLatency\nComments\nAlert Tables\nICECUBE ASTROTRACK GOLD/BRONZE\n0.5-1 minutes\nHigh-energy single neutrino track event alerts\nAlerts\nAMON ICECUBE CASCADE\n0.5-1 minutes\nHigh-energy neutrino cascade event alerts\nAlerts\nAMON NU EM COINC\n7 hours\nAMON Coincidence alerts of IceCube+HAWC or ANTARES+Fermi\nAlerts\nGCN Notice Types in GCN Over Kafka\nNew with GCN over Kafka:\nFor each alert, multi-order probability maps are now released, which was never done with the previous system.\nTwo GCN Notices are sent for each event - one corresponding to the preliminary reconstruction and one corresponding to the revised reconstruction - consistent with what is shown in the AMON table.\nIceCube Gold/Bronze Track Alert Schema\ntopic = gcn.notices.icecube.gold_bronze_track_alerts\nIceCube Gold/Bronze alerts now follow this\nGCN schema\nstructure.\nKey fields are described below:\n$schema\n- GCN schema structure according to the\nnasa-gcn/gcn-schema\nGitHub project.\nmission\n- Instrument issuing the alert (IceCube in our case).\ninstrument\n- Detector configuration; e.g.,\nIC86\nrefers to IceCube with 86 strings active (full detector).\nmessenger\n-\nNeutrino\n(Type of astrophysical messenger).\npipeline\n- Alert type, either\nBronze Track Alert\nor\nGold Track Alert\n. Bronze alerts have an average astrophysical probability of 30%, Gold alerts 50% (determined by the\np_astro\nparameter).\nrecord_number\n-\n0\nfor the first preliminary reconstruction,\n1\nfor the revised reconstruction.\nevent_name\n- Name of the event, e.g.,\nIceCube-YYMMDDA\n(the letter increments if multiple alerts occur on the same day).\nid\n- Internal event ID, formatted as\nRUNID_EVENTID\n(currently published\nhere\n).\nalert_datetime\n- Timestamp of the GCN notice (UTC time).\nalert_type\n- Can be\n\"initial\"\nfor preliminary reconstruction (Revision 0),\n\"update\"\nfor revised (Revision 1),\n\"retraction\"\nif the alert is retracted.\nalert_tense\n-\n\"current\"\nfor real alerts,\n\"test\"\nfor tests,\n\"injections\"\nfor fake injections used as tests.\nalert_topology\n- Event topology:\n\"Track\"\n.\nnumber_of_events\n- Number of events contributing to the alert (1, being a single neutrino alert).\nra\n,\ndec\n- Best-fit right ascension and declination (J2000, degrees).\nra_dec_error\n- Combined positional uncertainty, calculated from the RA and Dec errors at 90% containment. For\n\"record_number\"\n=\n1\n, it is calculated in the following way, taking into account the spherical geometry:\nra_err_mean = (\nabs\n(ra_err_plus) +\nabs\n(ra_err_minus)) /\n2\ndec_err_mean = (\nabs\n(dec_err_plus) +\nabs\n(dec_err_minus)) /\n2\nerr_combined = sqrt(ra_err_mean * cos(dec) * dec_err_mean)\nThese\nra_err_plus\n,\nra_err_minus\n,\ndec_err_plus\n, and\ndec_err_minus\nvalues correspond to the 90% containment errors, which are published in the GCN circular associated with the event.\nMultiplying the RA uncertainty by\ncos(dec)\ncorrectly accounts for the fact that lines of constant RA converge toward the celestial poles. This converts the RA uncertainty into a true angular distance on the sky.\nThe adopted formula provides an effective circularized uncertainty radius derived from the localization ellipse, using the mean uncertainties around the best-fit position as the ellipse axes. The resulting\nerr_combined\napproximates the radius of a circle with an area comparable to the estimated 90% containment region around the best-fit position.\nIt is worth highlighting that this quantity is only an approximate representation of the localization uncertainty. By construction, if\nerr_combined\nis used as the radius of a circular error region, it always defines a circular region centered on the best-fit coordinates. However, the true localization morphology of an alert can be highly irregular, asymmetric, multi-modal, or offset from the best-fit position. In these situations, a simple circular approximation may exclude regions that still contain significant probability density, including high-probability pixels belonging to the true 90% containment region.\nFor alerts with asymmetric uncertainties, elongated contours, or complex probability distributions,\nerr_combined\nshould therefore be used with caution. The true localization information is provided by the multi-order HEALPix probability maps distributed through the\nhealpix_url\nfield (see below). We strongly recommend using these maps for any accurate reconstruction of confidence contours and follow-up analyses.\ncontainment_probability\n- Confidence level for the positional error (e.g.,\n0.9\nfor 90%).\nsystematic_included\n-\nTrue\nif systematics are included in the positional uncertainty, otherwise\nFalse\n. For\n\"record_number\"\n=\n0\n(preliminary reconstruction), this is set to\nFalse\n. For\n\"record_number\"\n=\n1\n(updated reconstruction associated to the GCN circular), this is set to\nTrue\n. In fact, starting from September 2024, the reconstruction algorithms used for realtime alerts have been improved\n(\nIceCube Collaboration 2024\n)\n. Systematic errors affecting the reconstructions, such as those from the ice model or detector geometry, have been thoroughly investigated to ensure proper statistical coverage (see details in\n(\nIceCube Collaboration 2026\n)\n).\nhealpix_url\n- URL to the multi-order probability map of the event;\nnull\nfor preliminary reconstruction. For\n\"record_number\"\n=\n0\n(preliminary reconstruction),\nhealpix_url\nis expected to be\nnull\n. For\n\"record_number\"\n=\n1\n(updated reconstruction associated to the GCN circular), it contains a link from which the file can be downloaded. A description of the multi-order probability map of the event is provided in the section \"Multi-order Probability Maps (MOC/HEALPix)\" below. The probability maps have correct coverage including both statistical and systematic uncertainties.\ntrigger_time\n- Time of the triggered neutrino event (UTC time).\nnu_energy\n- Estimated neutrino energy (TeV).\np_astro\n- Estimated probability that the event is astrophysical (in the past, this was named\nsignalness\n).\nfar\n- False Alarm Rate (Hz), indicating the expected frequency of such events in IceCube.\nNOTE:\nWith the transition to GCN over Kafka, the reported values of\np_astro\nand\nfar\nare now updated in the revised reconstruction. In the previous system, the same quantities from the preliminary reconstruction were reported. The updated values are computed using the revised best-fit direction and the initial energy estimate of the event.\nThe\nGCN schema\nand\nexample\nJSON message\nfiles\nare available to use.\nMulti-order Probability Maps (MOC/HEALPix)\nGCN strongly encourages the use of multi-order sky maps (MOC). See the\ndocumentation\n.\nThese maps use a variable angular resolution, with regions of higher probability represented at finer resolution and lower-probability regions encoded at coarser resolution. Compared to single-resolution HEALPix maps, multi-order sky maps are significantly more efficient in terms of storage footprint and I/O performance, while retaining full localization information.\nFor IceCube track alerts, the probability distribution of the true neutrino direction is provided in this multi-order format, with\nprobability density expressed in units of sr^-1\n. This format retains the pixels originally scanned by IceCube with their original areas. Areas nearby the best-fit direction were scanned using a finer pixelization while further away a coarser pixelization is used. This ensures efficient storage while preserving the accuracy of the probability distribution. The value stored in each pixel corresponds to a probability density. When multiplied by the pixel solid angle and summed over all pixels, the total probability integrates to unity.\nThe header of each file contains:\nRUNID\n,\nEVENTID\n: RunID and EventID of the alert.\nSENDER\n: IceCube Collaboration.\nDATE-OBS\n: UTC date of the observation.\nMJD-OBS\n: Modified Julian date of the observation.\nEVENT-TYPE\n: Identification of event selection type:\nneutrino\nfor gfu-gold or gfu-bronze, and\nHESE\nhese-gold, or hese-bronze types (see IceCat-1 paper publication for details about the different alert types).\nALERT-STREAM\n: Identification of alert type:\nGold\nor\nBronze\n.\nRA\n,\nDEC\n[deg] (and\n_ERR_50\n,\n_ERR_90\n): Best fit direction in J2000 equatorial coordinates, with asymmetric 50% and 90% CL error rectangle boundaries.\nCONTOUR AREA (50%)\n,\nCONTOUR AREA (90%)\n[sdeg]: Contour area of uncertainty contours at 50% and 90% confidence levels around the best-fit direction.\nIceCube Alert Archive\nThe IceCube alert archive is publicly accessible at\nthis link\n.\nEach alert is provided as a compressed FITS file using the following naming convention:\nIceCube-YYMMDDX_skymap_probdensity_multiorder.fits.gz\nThe alert identifier follows the format:\nIceCube-YYMMDDX\n, where\nYYMMDD\ndenotes the date of the event (e.g.,\nIceCube-260125A\ncorresponds to an alert issued on January 25, 2026), and\nX\nis a letter distinguishing multiple alerts occurring on the same day (A, B, C, …).\nThe download link for each file is also included in the corresponding GCN notice distributed via Kafka through the item\nhealpix_url\n(see the schema explanation above).\nCiting IceCube Track Alerts\nFor scientific work using IceCube track alerts or the associated probability maps, we kindly ask that you consider citing the following:\nThe IceCube catalog (IceCat-1)\n(\nIceCube Collaboration 2023\n)\nThe documentation describing the reconstruction algorithms adopted for alert tracks\n(\nIceCube Collaboration 2024\n)\nIf you refer to a specific alert and use a multi-order probability map, please cite also:\nthe corresponding GCN Notice\nthe associated GCN Circular\nThis helps ensure that particular events and datasets are clearly identified.\nIceCube LVK Alert Neutrino Track Search\ntopic = gcn.notices.icecube.lvk_nu_track_search\nIceCube performs realtime searches for coincident neutrino signals with all\nLIGO/Virgo/KAGRA gravitational-wave alerts\n, using\na realtime muon neutrino track event selection\n(\nIceCube Collaboration 2016\n)\nand the sky maps from gravitational\nwave detectors. These low-latency joint searches identify neutrino signals within a\n500 second time\nwindow surrounding the LVK alert time, and aim to identify multi-messenger transient\nsources and seed electromagnetic followup up observations\n(\nIceCube Collaboration 2026b\n)\n(\nIceCube Collaboration 2023a\n)\n(\nIceCube Collaboration 2020\n)\n.\nThese searches are performed as quickly as possible, as soon as the realtime neutrino information for the\n500 second window\nare available, and are repeated\nFITS columns ColDefs(\n    name = 'UNIQ'; format = 'K'\n    name = 'PROBDENSITY'; format = 'D'; unit = 'sr-1'\n)\nHEADERS [('SIMPLE', True, 'conforms to FITS standard'), ('BITPIX', 8, 'array data type'), ('NAXIS', 0, 'number of array dimensions'), ('EXTEND', True, ''), ('XTENSION', 'BINTABLE', 'binary table extension'), ('BITPIX', 8, 'array data type'), ('NAXIS', 2, 'number of array dimensions'), ('NAXIS1', 16, 'length of dimension 1'), ('NAXIS2', 5166, 'length of dimension 2'), ('PCOUNT', 0, 'number of group parameters'), ('GCOUNT', 1, 'number of groups'), ('TFIELDS', 2, 'number of table fields'), ('TTYPE1', 'UNIQ', ''), ('TFORM1', 'K', ''), ('TTYPE2', 'PROBDENSITY', ''), ('TFORM2', 'D', ''), ('TUNIT2', 'sr-1', ''), ('PIXTYPE', 'HEALPIX', 'HEALPIX pixelisation'), ('ORDERING', 'NUNIQ', 'Pixel ordering scheme: RING, NESTED, or NUNIQ'), ('NSIDE', 1024, 'Resolution parameter of HEALPIX'), ('INDXSCHM', 'EXPLICIT', 'Indexing: IMPLICIT or EXPLICIT'), ('MOCORDER', 10, 'Best resolution order'), ('RUNID', 141917, ''), ('EVENTID', 80302474, ''), ('SENDER', 'IceCube Collaboration', ''), ('DATE-OBS', '2026-01-15T17:32:35.711', 'UTC date of the observation'), ('MJD-OBS', 61055.73096887884, 'modified Julian date of the observation'), ('EVENT-TYPE', 'neutrino', 'Event Type'), ('RA', 145.77, 'Degree'), ('DEC', 12.41, 'Degree'), ('RA_ERR_PLUS_50', 1.35, '50% containment error high'), ('RA_ERR_MINUS_50', 1.05, '50% containment error low'), ('DEC_ERR_PLUS_50', 0.55, '50% containment error high'), ('DEC_ERR_MINUS_50', 0.5, '50% containment error low'), ('RA_ERR_PLUS_90', 2.29, '90% containment error high'), ('RA_ERR_MINUS_90', 1.77, '90% containment error low'), ('DEC_ERR_PLUS_90', 1.18, '90% containment error high'), ('DEC_ERR_MINUS_90', 0.91, '90% containment error low'), ('CONTOUR_AREA_50', 1.92, '50% contour area (sqdeg)'), ('CONTOUR_AREA_90', 6.48, '90% contour area (sqdeg)'), ('COMMENTS', '50% and 90% uncertainty location => Highest posterior density 50% and 90% credible region', ''), ('NOTE', 'Please ignore pixels with infinite or NaN values. 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        "stdout": "HEADERS [('SIMPLE', True, 'conforms to FITS standard'), ('BITPIX', 8, 'array data type'), ('NAXIS', 0, 'number of array dimensions'), ('EXTEND', True, ''), ('XTENSION', 'BINTABLE', 'binary table extension'), ('BITPIX', 8, 'array data type'), ('NAXIS', 2, 'number of array dimensions'), ('NAXIS1', 16, 'length of dimension 1'), ('NAXIS2', 5166, 'length of dimension 2'), ('PCOUNT', 0, 'number of group parameters'), ('GCOUNT', 1, 'number of groups'), ('TFIELDS', 2, 'number of table fields'), ('TTYPE1', 'UNIQ', ''), ('TFORM1', 'K', ''), ('TTYPE2', 'PROBDENSITY', ''), ('TFORM2', 'D', ''), ('TUNIT2', 'sr-1', ''), ('PIXTYPE', 'HEALPIX', 'HEALPIX pixelisation'), ('ORDERING', 'NUNIQ', 'Pixel ordering scheme: RING, NESTED, or NUNIQ'), ('NSIDE', 1024, 'Resolution parameter of HEALPIX'), ('INDXSCHM', 'EXPLICIT', 'Indexing: IMPLICIT or EXPLICIT'), ('MOCORDER', 10, 'Best resolution order'), ('RUNID', 141917, ''), ('EVENTID', 80302474, ''), ('SENDER', 'IceCube Collaboration', ''), ('DATE-OBS', '2026-01-15T17:32:35.711', 'UTC date of the observation'), ('MJD-OBS', 61055.73096887884, 'modified Julian date of the observation'), ('EVENT-TYPE', 'neutrino', 'Event Type'), ('RA', 145.77, 'Degree'), ('DEC', 12.41, 'Degree'), ('RA_ERR_PLUS_50', 1.35, '50% containment error high'), ('RA_ERR_MINUS_50', 1.05, '50% containment error low'), ('DEC_ERR_PLUS_50', 0.55, '50% containment error high'), ('DEC_ERR_MINUS_50', 0.5, '50% containment error low'), ('RA_ERR_PLUS_90', 2.29, '90% containment error high'), ('RA_ERR_MINUS_90', 1.77, '90% containment error low'), ('DEC_ERR_PLUS_90', 1.18, '90% containment error high'), ('DEC_ERR_MINUS_90', 0.91, '90% containment error low'), ('CONTOUR_AREA_50', 1.92, '50% contour area (sqdeg)'), ('CONTOUR_AREA_90', 6.48, '90% contour area (sqdeg)'), ('COMMENTS', '50% and 90% uncertainty location => Highest posterior density 50% and 90% credible region', ''), ('NOTE', 'Please ignore pixels with infinite or NaN values. They are rare cases of the minimizer failing to converge', '')]\nCOLUMNS ColDefs(\n    name = 'UNIQ'; format = 'K'\n    name = 'PROBDENSITY'; format = 'D'; unit = 'sr-1'\n)\nMulti-order Probability Maps (MOC/HEALPix)\nGCN strongly encourages the use of multi-order sky maps (MOC). See the\ndocumentation\n.\nThese maps use a variable angular resolution, with regions of higher probability represented at finer resolution and lower-probability regions encoded at coarser resolution. Compared to single-resolution HEALPix maps, multi-order sky maps are significantly more efficient in terms of storage footprint and I/O performance, while retaining full localization information.\nFor IceCube track alerts, the probability distribution of the true neutrino direction is provided in this multi-order format, with\nprobability density expressed in units of sr^-1\n. This format retains the pixels originally scanned by IceCube with their original areas. Areas nearby the best-fit direction were scanned using a finer pixelization while further away a coarser pixelization is used. This ensures efficient storage while preserving the accuracy of the probability distribution. The value stored in each pixel corresponds to a probability density. When multiplied by the pixel solid angle and summed over all pixels, the total probability integrates to unity.\nThe header of each file contains:\nRUNID\n,\nEVENTID\n: RunID and EventID of the alert.\nSENDER\n: IceCube Collaboration.\nDATE-OBS\n: UTC date of the observation.\nMJD-OBS\n: Modified Julian date of the observation.\nEVENT-TYPE\n: Identification of event selection type:\nneutrino\nfor gfu-gold or gfu-bronze, and\nHESE\nhese-gold, or hese-bronze types (see IceCat-1 paper publication for details about the different alert types).\nALERT-STREAM\n: Identification of alert type:\nGold\nor\nBronze\n.\nRA\n,\nDEC\n[deg] (and\n_ERR_50\n,\n_ERR_90\n): Best fit direction in J2000 equatorial coordinates, with asymmetric 50% and 90% CL error rectangle boundaries.\nCONTOUR AREA (50%)\n,\nCONTOUR AREA (90%)\n[sdeg]: Contour area of uncertainty contours at 50% and 90% confidence levels around the best-fit direction.\nIceCube Alert Archive\nThe IceCube alert archive is publicly accessible at\nthis link\n.\nEach alert is provided as a compressed FITS file using the following naming convention:\nIceCube-YYMMDDX_skymap_probdensity_multiorder.fits.gz\nThe alert identifier follows the format:\nIceCube-YYMMDDX\n, where\nYYMMDD\ndenotes the date of the event (e.g.,\nIceCube-260125A\ncorresponds to an alert issued on January 25, 2026), and\nX\nis a letter distinguishing multiple alerts occurring on the same day (A, B, C, …).\nThe download link for each file is also included in the corresponding GCN notice distributed via Kafka through the item\nhealpix_url\n(see the schema explanation above).\nCiting IceCube Track Alerts\nFor scientific work using IceCube track alerts or the associated probability maps, we kindly ask that you consider citing the following:\nThe IceCube catalog (IceCat-1)\n(\nIceCube Collaboration 2023\n)\nThe documentation describing the reconstruction algorithms adopted for alert tracks\n(\nIceCube Collaboration 2024\n)\nIf you refer to a specific alert and use a multi-order probability map, please cite also:\nthe corresponding GCN Notice\nthe associated GCN Circular\nThis helps ensure that particular events and datasets are clearly identified.\nIceCube LVK Alert Neutrino Track Search\ntopic = gcn.notices.icecube.lvk_nu_track_search\nIceCube performs realtime searches for coincident neutrino signals with all\nLIGO/Virgo/KAGRA gravitational-wave alerts\n, using\na realtime muon neutrino track event selection\n(\nIceCube Collaboration 2016\n)\nand the sky maps from gravitational\nwave detectors. These low-latency joint searches identify neutrino signals within a\n500 second time\nwindow surrounding the LVK alert time, and aim to identify multi-messenger transient\nsources and seed electromagnetic followup up observations\n(\nIceCube Collaboration 2026b\n)\n(\nIceCube Collaboration 2023a\n)\n(\nIceCube Collaboration 2020\n)\n.\nThese searches are performed as quickly as possible, as soon as the realtime neutrino information for the\n500 second window\nare available, and are repeated for each update\nto the LVK alert information. The results from each repeated search will sent as a GCN notice,\nincluding identifying information to the corresponding LVK alert version. Results from all searches\nin LVK Runs 03 and 04 are available on the\nIceCube Realtime Gravitational Wave Followup page\n.\nFor high-significance LVK alerts, two hypothesis tests\nare conducted. The first search is a maximum likelihood analysis which searches for a\ngeneric point-like neutrino source coincident with the given GW sky map. The\nsecond uses a Bayesian approach\n(\nBartos et al. 2019\n)\nto quantify the joint GW + neutrino event significance, which\nassumes a binary merger scenario and accounts for known astrophysical priors, such as GW source\ndistance, in the significance estimate. For low-significance LVK alerts, only the Bayesian search\nis performed. All searches are reported via GCN Notices over Kafka, and any coincident\nobservation with a observed p-value less than 1% will also\nbe sent as a\nGCN Circular\n.\nThese alerts follow this\nGCN schema\n,\nwith an example\nJSON message\navailable to use.\nKey fields are described below:\n$schema\n: GCN schema structure according to the\nnasa-gcn/gcn-schema\nGitHub project.\ntype\n: Alert type (always\n\"IceCube LVK Alert Nu Track Search\"\nin this case).\nreference\n: specifies the LVK alert GCN being followed up, including the GW map revision used in the analysis.\nref_ID\n: the LVK event name being followed up.\nalert_datetime\n: Timestamp of the GCN notice (UTC time).\ntrigger_time\n: Timestamp of the merger event (UTC time).\nobservation_start\n: beginning of the analysis time window (UTC time).\nobservation_stop\n: end of the analysis time window (UTC time).\nobservation_livetime\n: duration of the analysis (seconds). The total analysis duration is always\n1000\nseconds for these analyses.\npval_generic\nand\npval_bayesian\n: the overall search results p-values for the generic and Bayesian searches, respectively. If an analysis is not run on the particular event, this value will be\nnull\nfor that pipeline.\nn_events_coincident\n: the number of events in the time window with a per-event p-value less than 10%.\nneutrino_flux_sensitivity_range\n: the IceCube sensitivity assuming an E\n-2\nneutrino spectrum (E\n2\ndN/dE) found within the points in the 90% region of GW ma\n",
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They are rare cases of the minimizer failing to converge', '')]\nCOLUMNS ColDefs(\n    name = 'UNIQ'; format = 'K'\n    name = 'PROBDENSITY'; format = 'D'; unit = 'sr-1'\n)\nMulti-order Probability Maps (MOC/HEALPix)\nGCN strongly encourages the use of multi-order sky maps (MOC). See the\ndocumentation\n.\nThese maps use a variable angular resolution, with regions of higher probability represented at finer resolution and lower-probability regions encoded at coarser resolution. Compared to single-resolution HEALPix maps, multi-order sky maps are significantly more efficient in terms of storage footprint and I/O performance, while retaining full localization information.\nFor IceCube track alerts, the probability distribution of the true neutrino direction is provided in this multi-order format, with\nprobability density expressed in units of sr^-1\n. This format retains the pixels originally scanned by IceCube with their original areas. Areas nearby the best-fit direction were scanned using a finer pixelization while further away a coarser pixelization is used. This ensures efficient storage while preserving the accuracy of the probability distribution. The value stored in each pixel corresponds to a probability density. When multiplied by the pixel solid angle and summed over all pixels, the total probability integrates to unity.\nThe header of each file contains:\nRUNID\n,\nEVENTID\n: RunID and EventID of the alert.\nSENDER\n: IceCube Collaboration.\nDATE-OBS\n: UTC date of the observation.\nMJD-OBS\n: Modified Julian date of the observation.\nEVENT-TYPE\n: Identification of event selection type:\nneutrino\nfor gfu-gold or gfu-bronze, and\nHESE\nhese-gold, or hese-bronze types (see IceCat-1 paper publication for details about the different alert types).\nALERT-STREAM\n: Identification of alert type:\nGold\nor\nBronze\n.\nRA\n,\nDEC\n[deg] (and\n_ERR_50\n,\n_ERR_90\n): Best fit direction in J2000 equatorial coordinates, with asymmetric 50% and 90% CL error rectangle boundaries.\nCONTOUR AREA (50%)\n,\nCONTOUR AREA (90%)\n[sdeg]: Contour area of uncertainty contours at 50% and 90% confidence levels around the best-fit direction.\nIceCube Alert Archive\nThe IceCube alert archive is publicly accessible at\nthis link\n.\nEach alert is provided as a compressed FITS file using the following naming convention:\nIceCube-YYMMDDX_skymap_probdensity_multiorder.fits.gz\nThe alert identifier follows the format:\nIceCube-YYMMDDX\n, where\nYYMMDD\ndenotes the date of the event (e.g.,\nIceCube-260125A\ncorresponds to an alert issued on January 25, 2026), and\nX\nis a letter distinguishing multiple alerts occurring on the same day (A, B, C, …).\nThe download link for each file is also included in the corresponding GCN notice distributed via Kafka through the item\nhealpix_url\n(see the schema explanation above).\nCiting IceCube Track Alerts\nFor scientific work using IceCube track alerts or the associated probability maps, we kindly ask that you consider citing the following:\nThe IceCube catalog (IceCat-1)\n(\nIceCube Collaboration 2023\n)\nThe documentation describing the reconstruction algorithms adopted for alert tracks\n(\nIceCube Collaboration 2024\n)\nIf you refer to a specific alert and use a multi-order probability map, please cite also:\nthe corresponding GCN Notice\nthe associated GCN Circular\nThis helps ensure that particular events and datasets are clearly identified.\nIceCube LVK Alert Neutrino Track Search\ntopic = gcn.notices.icecube.lvk_nu_track_search\nIceCube performs realtime searches for coincident neutrino signals with all\nLIGO/Virgo/KAGRA gravitational-wave alerts\n, using\na realtime muon neutrino track event selection\n(\nIceCube Collaboration 2016\n)\nand the sky maps from gravitational\nwave detectors. These low-latency joint searches identify neutrino signals within a\n500 second time\nwindow surrounding the LVK alert time, and aim to identify multi-messenger transient\nsources and seed electromagnetic followup up observations\n(\nIceCube Collaboration 2026b\n)\n(\nIceCube Collaboration 2023a\n)\n(\nIceCube Collaboration 2020\n)\n.\nThese searches are performed as quickly as possible, as soon as the realtime neutrino information for the\n500 second window\nare available, and are repeated for each update\nto the LVK alert information. The results from each repeated search will sent as a GCN notice,\nincluding identifying information to the corresponding LVK alert version. Results from all searches\nin LVK Runs 03 and 04 are available on the\nIceCube Realtime Gravitational Wave Followup page\n.\nFor high-significance LVK alerts, two hypothesis tests\nare conducted. The first search is a maximum likelihood analysis which searches for a\ngeneric point-like neutrino source coincident with the given GW sky map. The\nsecond uses a Bayesian approach\n(\nBartos et al. 2019\n)\nto quantify the joint GW + neutrino event significance, which\nassumes a binary merger scenario and accounts for known astrophysical priors, such as GW source\ndistance, in the significance estimate. For low-significance LVK alerts, only the Bayesian search\nis performed. All searches are reported via GCN Notices over Kafka, and any coincident\nobservation with a observed p-value less than 1% will also\nbe sent as a\nGCN Circular\n.\nThese alerts follow this\nGCN schema\n,\nwith an example\nJSON message\navailable to use.\nKey fields are described below:\n$schema\n: GCN schema structure according to the\nnasa-gcn/gcn-schema\nGitHub project.\ntype\n: Alert type (always\n\"IceCube LVK Alert Nu Track Search\"\nin this case).\nreference\n: specifies the LVK alert GCN being followed up, including the GW map revision used in the analysis.\nref_ID\n: the LVK event name being followed up.\nalert_datetime\n: Timestamp of the GCN notice (UTC time).\ntrigger_time\n: Timestamp of the merger event (UTC time).\nobservation_start\n: beginning of the analysis time window (UTC time).\nobservation_stop\n: end of the analysis time window (UTC time).\nobservation_livetime\n: duration of the analysis (seconds). The total analysis duration is always\n1000\nseconds for these analyses.\npval_generic\nand\npval_bayesian\n: the overall search results p-values for the generic and Bayesian searches, respectively. If an analysis is not run on the particular event, this value will be\nnull\nfor that pipeline.\nn_events_coincident\n: the number of events in the time window with a per-event p-value less than 10%.\nneutrino_flux_sensitivity_range\n: the IceCube sensitivity assuming an E\n-2\nneutrino spectrum (E\n2\ndN/dE) found within the points in the 90% region of GW ma\n"
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They are rare cases of the minimizer failing to converge', '')]\nCOLUMNS ColDefs(\n    name = 'UNIQ'; format = 'K'\n    name = 'PROBDENSITY'; format = 'D'; unit = 'sr-1'\n)\nMulti-order Probability Maps (MOC/HEALPix)\nGCN strongly encourages the use of multi-order sky maps (MOC). See the\ndocumentation\n.\nThese maps use a variable angular resolution, with regions of higher probability represented at finer resolution and lower-probability regions encoded at coarser resolution. Compared to single-resolution HEALPix maps, multi-order sky maps are significantly more efficient in terms of storage footprint and I/O performance, while retaining full localization information.\nFor IceCube track alerts, the probability distribution of the true neutrino direction is provided in this multi-order format, with\nprobability density expressed in units of sr^-1\n. This format retains the pixels originally scanned by IceCube with their original areas. Areas nearby the best-fit direction were scanned using a finer pixelization while further away a coarser pixelization is used. This ensures efficient storage while preserving the accuracy of the probability distribution. The value stored in each pixel corresponds to a probability density. When multiplied by the pixel solid angle and summed over all pixels, the total probability integrates to unity.\nThe header of each file contains:\nRUNID\n,\nEVENTID\n: RunID and EventID of the alert.\nSENDER\n: IceCube Collaboration.\nDATE-OBS\n: UTC date of the observation.\nMJD-OBS\n: Modified Julian date of the observation.\nEVENT-TYPE\n: Identification of event selection type:\nneutrino\nfor gfu-gold or gfu-bronze, and\nHESE\nhese-gold, or hese-bronze types (see IceCat-1 paper publication for details about the different alert types).\nALERT-STREAM\n: Identification of alert type:\nGold\nor\nBronze\n.\nRA\n,\nDEC\n[deg] (and\n_ERR_50\n,\n_ERR_90\n): Best fit direction in J2000 equatorial coordinates, with asymmetric 50% and 90% CL error rectangle boundaries.\nCONTOUR AREA (50%)\n,\nCONTOUR AREA (90%)\n[sdeg]: Contour area of uncertainty contours at 50% and 90% confidence levels around the best-fit direction.\nIceCube Alert Archive\nThe IceCube alert archive is publicly accessible at\nthis link\n.\nEach alert is provided as a compressed FITS file using the following naming convention:\nIceCube-YYMMDDX_skymap_probdensity_multiorder.fits.gz\nThe alert identifier follows the format:\nIceCube-YYMMDDX\n, where\nYYMMDD\ndenotes the date of the event (e.g.,\nIceCube-260125A\ncorresponds to an alert issued on January 25, 2026), and\nX\nis a letter distinguishing multiple alerts occurring on the same day (A, B, C, …).\nThe download link for each file is also included in the corresponding GCN notice distributed via Kafka through the item\nhealpix_url\n(see the schema explanation above).\nCiting IceCube Track Alerts\nFor scientific work using IceCube track alerts or the associated probability maps, we kindly ask that you consider citing the following:\nThe IceCube catalog (IceCat-1)\n(\nIceCube Collaboration 2023\n)\nThe documentation describing the reconstruction algorithms adopted for alert tracks\n(\nIceCube Collaboration 2024\n)\nIf you refer to a specific alert and use a multi-order probability map, please cite also:\nthe corresponding GCN Notice\nthe associated GCN Circular\nThis helps ensure that particular events and datasets are clearly identified.\nIceCube LVK Alert Neutrino Track Search\ntopic = gcn.notices.icecube.lvk_nu_track_search\nIceCube performs realtime searches for coincident neutrino signals with all\nLIGO/Virgo/KAGRA gravitational-wave alerts\n, using\na realtime muon neutrino track event selection\n(\nIceCube Collaboration 2016\n)\nand the sky maps from gravitational\nwave detectors. These low-latency joint searches identify neutrino signals within a\n500 second time\nwindow surrounding the LVK alert time, and aim to identify multi-messenger transient\nsources and seed electromagnetic followup up observations\n(\nIceCube Collaboration 2026b\n)\n(\nIceCube Collaboration 2023a\n)\n(\nIceCube Collaboration 2020\n)\n.\nThese searches are performed as quickly as possible, as soon as the realtime neutrino information for the\n500 second window\nare available, and are repeated for each update\nto the LVK alert information. The results from each repeated search will sent as a GCN notice,\nincluding identifying information to the corresponding LVK alert version. Results from all searches\nin LVK Runs 03 and 04 are available on the\nIceCube Realtime Gravitational Wave Followup page\n.\nFor high-significance LVK alerts, two hypothesis tests\nare conducted. The first search is a maximum likelihood analysis which searches for a\ngeneric point-like neutrino source coincident with the given GW sky map. The\nsecond uses a Bayesian approach\n(\nBartos et al. 2019\n)\nto quantify the joint GW + neutrino event significance, which\nassumes a binary merger scenario and accounts for known astrophysical priors, such as GW source\ndistance, in the significance estimate. For low-significance LVK alerts, only the Bayesian search\nis performed. All searches are reported via GCN Notices over Kafka, and any coincident\nobservation with a observed p-value less than 1% will also\nbe sent as a\nGCN Circular\n.\nThese alerts follow this\nGCN schema\n,\nwith an example\nJSON message\navailable to use.\nKey fields are described below:\n$schema\n: GCN schema structure according to the\nnasa-gcn/gcn-schema\nGitHub project.\ntype\n: Alert type (always\n\"IceCube LVK Alert Nu Track Search\"\nin this case).\nreference\n: specifies the LVK alert GCN being followed up, including the GW map revision used in the analysis.\nref_ID\n: the LVK event name being followed up.\nalert_datetime\n: Timestamp of the GCN notice (UTC time).\ntrigger_time\n: Timestamp of the merger event (UTC time).\nobservation_start\n: beginning of the analysis time window (UTC time).\nobservation_stop\n: end of the analysis time window (UTC time).\nobservation_livetime\n: duration of the analysis (seconds). 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      "submissionIdentity": "ac04d6d4-0544-49eb-841e-401c3354fb64",
      "submissionFingerprint": "c6ea71bb6f2ccfd0420aa64ba772b0e34ff49c29c48ffcfebc6c91d608ff05f7",
      "admittedAt": 1791511081527,
      "kernelEpochId": "bbb3b8c7-ce92-43df-ac45-58c516aa81d2",
      "executionInvocationId": "ac04d6d4-0544-49eb-841e-401c3354fb64",
      "cellId": "cell-7124347f-1010-4623-b06a-5ea1ea4622f7",
      "source": "agent",
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      "script": "import numpy as np, pandas as pd, hashlib\nfrom astropy_healpix import uniq_to_level_ipix, healpix_to_lonlat\nmoon_area=np.pi*0.25**2\nmaps={}; rows=[]; checks=[]\nfor f in manifest['files']:\n    b=z.read(f['file']); checks.append((f['file'],len(b)==f['bytes'],hashlib.sha256(b).hexdigest()==f['sha256']))\n    if not f['file'].endswith('.fits.gz'): continue\n    raw=gzip.decompress(b)\n    assert hashlib.sha256(raw).hexdigest()==f['uncompressed_sha256']\n    with fits.open(io.BytesIO(raw)) as hdus:\n        h=hdus[1].header.copy(); d=hdus[1].data.copy()\n    uniq=np.asarray(d['UNIQ'],dtype=np.int64); density=np.asarray(d['PROBDENSITY'],dtype=float)\n    level,ipix=uniq_to_level_ipix(uniq); omega=4*np.pi/(12*4.0**level)\n    finite=np.isfinite(density); assert np.all(density[finite]>=0)\n    valid_density=np.where(finite,density,0); mass=valid_density*omega; total=mass.sum()\n    order=np.argsort(-valid_density,kind='stable'); cumulative=np.cumsum(mass[order]/total); area_deg=omega*(180/np.pi)**2\n    lon,lat=healpix_to_lonlat(ipix,2**level,order='nested')\n    event=f['file'].split('_')[0]\n    row={'event':event,'date':h['DATE-OBS'],'runid':h['RUNID'],'eventid':h['EVENTID'],'rows':len(d),'invalid_pixels':int((~finite).sum()),'probability_sum':total,'sky_coverage_fraction':omega.sum()/(4*np.pi),'min_order':int(level.min()),'max_order':int(level.max()),'comments':h.get('COMMENTS',''),'source_url':f['source_url'],'sha256':f['sha256']}\n    thresholds={}\n    for cl in (50,90):\n        ptarget=cl/100; k=np.searchsorted(cumulative,ptarget); selected=order[:k+1]\n        alo=area_deg[order[:k]].sum(); ahi=alo+area_deg[order[k]]\n        prev=0 if k==0 else cumulative[k-1]\n        afrac=alo+(ptarget-prev)/(cumulative[k]-prev)*area_deg[order[k]]\n        recorded=h[f'CONTOUR_AREA_{cl}']; ra=(abs(h[f'RA_ERR_PLUS_{cl}'])+abs(h[f'RA_ERR_MINUS_{cl}']))/2; dec=(abs(h[f'DEC_ERR_PLUS_{cl}'])+abs(h[f'DEC_ERR_MINUS_{cl}']))/2\n        radius=np.sqrt(ra*np.cos(np.deg2rad(h['DEC']))*dec)\n        circle=2*np.pi*(1-np.cos(np.deg2rad(radius)))*(180/np.pi)**2\n        thresholds[cl]=valid_density[order[k]]/total\n        row.update({f'area{cl}_lower_deg2':alo,f'area{cl}_upper_deg2':ahi,f'area{cl}_interp_deg2':afrac,f'moons{cl}':afrac/moon_area,f'header{cl}_deg2':recorded,f'diff{cl}_percent':100*(afrac/recorded-1),f'circle{cl}_radius_deg':radius,f'circle{cl}_deg2':circle,f'circle{cl}_over_map':circle/afrac,f'pixel{cl}_deg2':area_deg[order[k]]})\n    maps[event]={'header':h,'uniq':uniq,'level':level,'ipix':ipix,'density':valid_density/total,'omega':omega,'lon':lon.deg,'lat':lat.deg,'thresholds':thresholds}\n    rows.append(row)\ndf=pd.DataFrame(rows)\nprint('Integrity checks:',len(checks),'all pass:',all(a and b for _,a,b in checks))\nprint(df[['event','probability_sum','invalid_pixels','area50_interp_deg2','header50_deg2','diff50_percent','area90_interp_deg2','header90_deg2','diff90_percent','circle90_over_map']].round(5).to_string(index=False))\nprint('Header COMMENTS categories:',df['comments'].value_counts().to_dict())\nprint('Coverage:',df.sky_coverage_fraction.min(),df.sky_coverage_fraction.max())",
      "status": "completed",
      "startedAt": 1791511081590,
      "cwdBefore": "$DATA/notebooks/cmuzipxm4000grxoq6u2ose79/01a11b81-c5e1-7663-a4ea-873f68e0e1c8/data",
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      "environment": "default-python",
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      "runtimeSegmentId": "runtime-segment-64350fb5-6e37-4262-bfce-77d6a124447a",
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      "text": {
        "stdout": "Integrity checks: 20 all pass: True\n          event  probability_sum  invalid_pixels  area50_interp_deg2  header50_deg2  diff50_percent  area90_interp_deg2  header90_deg2  diff90_percent  circle90_over_map\nIceCube-260115A          1.00000               0             1.95473           1.92         1.80870             6.51203           6.48         0.49432            0.99944\nIceCube-260125A          1.00106               0             0.31161           0.31         0.51983             1.04664           1.03         1.61554            0.99003\nIceCube-260217A          0.99980               0             0.21800           0.21         3.81141             0.73819           0.72         2.52588            0.97839\nIceCube-260315A          1.00188               0             0.23603           0.23         2.62104             0.79612           0.77         3.39206            0.97415\nIceCube-260425A          1.00098               0             0.31503           0.31         1.62104             1.05799           1.05         0.76108            0.99170\nIceCube-260504A          0.99715               0             0.21152           0.21         0.72303             0.71203           0.70         1.71795            0.97989\nIceCube-260610A          0.99458               2             1.32535           1.30         1.95027             4.59009           4.61        -0.43181            1.05581\nIceCube-260622A          1.00082               0             0.27906           0.27         3.35418             0.94387           0.92         2.59488            0.98427\nIceCube-260704A          0.99898               0             0.20100           0.19         5.78946             0.67629           0.67         0.93834            0.99042\nIceCube-260708A          1.00092               0             0.20151           0.20         0.75395             0.69703           0.67         4.03419            0.95048\nIceCube-260712A          0.99704               0             0.19474           0.19         2.49383             0.66314           0.64         3.61493            0.97527\nIceCube-260722A          0.97929               0             0.58357           0.58         0.61586             2.02932           2.05        -1.00882            1.02561\nIceCube-260805A          0.98458               0             0.39327           0.41        -4.08128             1.34990           1.36        -0.74261            0.98304\nIceCube-260807A          0.97834              20             7.36657           7.24         1.74821            23.81622          24.46        -2.63197            1.09528\nIceCube-260821A          1.00054               0             0.20119           0.19         5.89013             0.68244           0.67         1.85711            0.97829\nIceCube-260825A          0.99624               0             0.25240           0.25         0.96010             0.85198           0.84         1.42602            0.98756\nIceCube-260827A          1.00000              21             0.18963           0.18         5.34988             0.68289           0.68         0.42484            1.05842\nIceCube-260916A          1.00111               0             0.21890           0.21         4.23800             0.74263           0.73         1.72955            0.99197\nIceCube-260919A          1.00000              29             0.05211           0.05         4.22198             0.21395           0.21         1.88123            1.08341\nIceCube-260930A          0.99943               0             0.25733           0.25         2.93019             0.86893           0.85         2.22729            0.98416\nHeader COMMENTS categories: {'50% and 90% uncertainty location => Highest posterior density 50% and 90% credible region': 20}\nCoverage: 0.9998930295308431 1.0000000000000002\n",
        "stderr": "",
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          "Integrity checks: 20 all pass: True\n          event  probability_sum  invalid_pixels  area50_interp_deg2  header50_deg2  diff50_percent  area90_interp_deg2  header90_deg2  diff90_percent  circle90_over_map\nIceCube-260115A          1.00000               0             1.95473           1.92         1.80870             6.51203           6.48         0.49432            0.99944\nIceCube-260125A          1.00106               0             0.31161           0.31         0.51983             1.04664           1.03         1.61554            0.99003\nIceCube-260217A          0.99980               0             0.21800           0.21         3.81141             0.73819           0.72         2.52588            0.97839\nIceCube-260315A          1.00188               0             0.23603           0.23         2.62104             0.79612           0.77         3.39206            0.97415\nIceCube-260425A          1.00098               0             0.31503           0.31         1.62104             1.05799           1.05         0.76108            0.99170\nIceCube-260504A          0.99715               0             0.21152           0.21         0.72303             0.71203           0.70         1.71795            0.97989\nIceCube-260610A          0.99458               2             1.32535           1.30         1.95027             4.59009           4.61        -0.43181            1.05581\nIceCube-260622A          1.00082               0             0.27906           0.27         3.35418             0.94387           0.92         2.59488            0.98427\nIceCube-260704A          0.99898               0             0.20100           0.19         5.78946             0.67629           0.67         0.93834            0.99042\nIceCube-260708A          1.00092               0             0.20151           0.20         0.75395             0.69703           0.67         4.03419            0.95048\nIceCube-260712A          0.99704               0             0.19474           0.19         2.49383             0.66314           0.64         3.61493            0.97527\nIceCube-260722A          0.97929               0             0.58357           0.58         0.61586             2.02932           2.05        -1.00882            1.02561\nIceCube-260805A          0.98458               0             0.39327           0.41        -4.08128             1.34990           1.36        -0.74261            0.98304\nIceCube-260807A          0.97834              20             7.36657           7.24         1.74821            23.81622          24.46        -2.63197            1.09528\nIceCube-260821A          1.00054               0             0.20119           0.19         5.89013             0.68244           0.67         1.85711            0.97829\nIceCube-260825A          0.99624               0             0.25240           0.25         0.96010             0.85198           0.84         1.42602            0.98756\nIceCube-260827A          1.00000              21             0.18963           0.18         5.34988             0.68289           0.68         0.42484            1.05842\nIceCube-260916A          1.00111               0             0.21890           0.21         4.23800             0.74263           0.73         1.72955            0.99197\nIceCube-260919A          1.00000              29             0.05211           0.05         4.22198             0.21395           0.21         1.88123            1.08341\nIceCube-260930A          0.99943               0             0.25733           0.25         2.93019             0.86893           0.85         2.22729            0.98416\nHeader COMMENTS categories: {'50% and 90% uncertainty location => Highest posterior density 50% and 90% credible region': 20}\nCoverage: 0.9998930295308431 1.0000000000000002\n"
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          "text": "Integrity checks: 20 all pass: True\n          event  probability_sum  invalid_pixels  area50_interp_deg2  header50_deg2  diff50_percent  area90_interp_deg2  header90_deg2  diff90_percent  circle90_over_map\nIceCube-260115A          1.00000               0             1.95473           1.92         1.80870             6.51203           6.48         0.49432            0.99944\nIceCube-260125A          1.00106               0             0.31161           0.31         0.51983             1.04664           1.03         1.61554            0.99003\nIceCube-260217A          0.99980               0             0.21800           0.21         3.81141             0.73819           0.72         2.52588            0.97839\nIceCube-260315A          1.00188               0             0.23603           0.23         2.62104             0.79612           0.77         3.39206            0.97415\nIceCube-260425A          1.00098               0             0.31503           0.31         1.62104             1.05799           1.05         0.76108            0.99170\nIceCube-260504A          0.99715               0             0.21152           0.21         0.72303             0.71203           0.70         1.71795            0.97989\nIceCube-260610A          0.99458               2             1.32535           1.30         1.95027             4.59009           4.61        -0.43181            1.05581\nIceCube-260622A          1.00082               0             0.27906           0.27         3.35418             0.94387           0.92         2.59488            0.98427\nIceCube-260704A          0.99898               0             0.20100           0.19         5.78946             0.67629           0.67         0.93834            0.99042\nIceCube-260708A          1.00092               0             0.20151           0.20         0.75395             0.69703           0.67         4.03419            0.95048\nIceCube-260712A          0.99704               0             0.19474           0.19         2.49383             0.66314           0.64         3.61493            0.97527\nIceCube-260722A          0.97929               0             0.58357           0.58         0.61586             2.02932           2.05        -1.00882            1.02561\nIceCube-260805A          0.98458               0             0.39327           0.41        -4.08128             1.34990           1.36        -0.74261            0.98304\nIceCube-260807A          0.97834              20             7.36657           7.24         1.74821            23.81622          24.46        -2.63197            1.09528\nIceCube-260821A          1.00054               0             0.20119           0.19         5.89013             0.68244           0.67         1.85711            0.97829\nIceCube-260825A          0.99624               0             0.25240           0.25         0.96010             0.85198           0.84         1.42602            0.98756\nIceCube-260827A          1.00000              21             0.18963           0.18         5.34988             0.68289           0.68         0.42484            1.05842\nIceCube-260916A          1.00111               0             0.21890           0.21         4.23800             0.74263           0.73         1.72955            0.99197\nIceCube-260919A          1.00000              29             0.05211           0.05         4.22198             0.21395           0.21         1.88123            1.08341\nIceCube-260930A          0.99943               0             0.25733           0.25         2.93019             0.86893           0.85         2.22729            0.98416\nHeader COMMENTS categories: {'50% and 90% uncertainty location => Highest posterior density 50% and 90% credible region': 20}\nCoverage: 0.9998930295308431 1.0000000000000002\n"
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        ],
        "complete": true,
        "captureStatus": "complete",
        "warnings": [
          "inventory-cache-best-effort"
        ]
      },
      "environmentManifestChecksum": "21a9da09446437884f11b82e4b26aaa3e91d36f062a4133a090ef324e4f20819"
    },
    {
      "runId": "notebook-run-1791511160016-219",
      "executionMode": "foreground",
      "submissionIdentity": "dd9a1ebb-703a-4357-ad9d-57338e6db0ca",
      "submissionFingerprint": "a359c7ae0001f638645ca27dbdd8e18e322a815993fe2877090bfbe5a11001ff",
      "admittedAt": 1791511160016,
      "kernelEpochId": "bbb3b8c7-ce92-43df-ac45-58c516aa81d2",
      "executionInvocationId": "dd9a1ebb-703a-4357-ad9d-57338e6db0ca",
      "cellId": "cell-06fc3048-78ed-4450-bf3d-f61a7d7e979b",
      "source": "agent",
      "inputKind": "cell",
      "kernelKind": "python",
      "script": "audit=[]\nfor event,m in maps.items():\n    h=m['header']; j=df.index[df.event==event][0]; total=df.loc[j,'probability_sum']\n    l=m['level']; ix=m['ipix']; lmax=int(l.max()); starts=ix*4**(lmax-l); ends=(ix+1)*4**(lmax-l); sort=np.argsort(starts)\n    assert np.all(starts[sort][1:]>=ends[sort][:-1]),event\n    assert len(np.unique(m['uniq']))==len(ix)\n    dens=m['density']; order=np.argsort(-dens); cp=np.cumsum(dens[order]*m['omega'][order]); ca=np.cumsum(m['omega'][order])*(180/np.pi)**2\n    for cl in (50,90):\n        df.loc[j,f'area{cl}_rawmass_deg2']=np.interp(cl/100,np.r_[0,cp*total],np.r_[0,ca])\n        df.loc[j,f'header{cl}_moons']=h[f'CONTOUR_AREA_{cl}']/moon_area\n    ra=(abs(h['RA_ERR_PLUS_90'])+abs(h['RA_ERR_MINUS_90']))/2*np.cos(np.deg2rad(h['DEC']));dec=(abs(h['DEC_ERR_PLUS_90'])+abs(h['DEC_ERR_MINUS_90']))/2\n    df.loc[j,'axis_ratio90']=max(ra/dec,dec/ra)\n    lonr=np.deg2rad(m['lon']); latr=np.deg2rad(m['lat']); ra0=np.deg2rad(h['RA']); dec0=np.deg2rad(h['DEC'])\n    dist=np.arccos(np.clip(np.sin(latr)*np.sin(dec0)+np.cos(latr)*np.cos(dec0)*np.cos(lonr-ra0),-1,1))\n    for cl in (50,90):\n        inside=dist<=np.deg2rad(df.loc[j,f'circle{cl}_radius_deg'])\n        df.loc[j,f'circle{cl}_mass_pixelcenter']=np.sum(dens[inside]*m['omega'][inside])\n    audit.append((event, sorted(k for k in h if any(s in k.upper() for s in ['REVIS','RECORD','RETRACT','STREAM','ALERT','SYSTEM'])), h['RA'],h['DEC']))\nprint('STATUS FIELDS:',audit)\nprint(df[['event','moons50','moons90','axis_ratio90','circle90_mass_pixelcenter','area90_rawmass_deg2','header90_deg2']].round(4).to_string(index=False))\nprint('SUMMARY:',df[['moons50','moons90','diff50_percent','diff90_percent','circle90_over_map','probability_sum']].agg(['min','median','max']).to_string())\nprint('HPD area ratios:',(df.area90_interp_deg2/df.area50_interp_deg2).agg(['min','median','max']).to_dict())\nprint('Manifest last entry keys:',manifest['files'][-1].keys())",
      "status": "completed",
      "startedAt": 1791511160105,
      "cwdBefore": "$DATA/notebooks/cmuzipxm4000grxoq6u2ose79/01a11b81-c5e1-7663-a4ea-873f68e0e1c8/data",
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      "environment": "default-python",
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      "agentFrameId": "root-frame-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
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      "runtimeSegmentId": "runtime-segment-64350fb5-6e37-4262-bfce-77d6a124447a",
      "promptMessageId": "64350fb5-6e37-4262-bfce-77d6a124447a",
      "text": {
        "stdout": "STATUS FIELDS: [('IceCube-260115A', [], 145.77, 12.41), ('IceCube-260125A', ['ALERT-STREAM'], 243.72, 6.69), ('IceCube-260217A', ['ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM'], 75.89, 14.63), ('IceCube-260315A', ['ALERT-STREAM'], 175.69, -1.9), ('IceCube-260425A', ['ALERT-STREAM'], 347.08, 19.19), ('IceCube-260504A', ['ALERT-STREAM'], 246.99, 54.87), ('IceCube-260610A', ['ALERT-STREAM'], 309.2, 37.22), ('IceCube-260622A', ['ALERT-STREAM'], 173.36, 1.34), ('IceCube-260704A', ['ALERT-STREAM'], 320.67, 34.14), ('IceCube-260708A', ['ALERT-STREAM'], 292.81, -15.17), ('IceCube-260712A', ['ALERT-STREAM'], 200.11, 48.29), ('IceCube-260722A', ['ALERT-STREAM'], 190.55, 31.0), ('IceCube-260805A', ['ALERT-STREAM'], 60.47, 26.07), ('IceCube-260807A', ['ALERT-STREAM'], 325.37, 0.07), ('IceCube-260821A', ['ALERT-STREAM'], 116.67, 10.05), ('IceCube-260825A', ['ALERT-STREAM'], 91.95, 45.73), ('IceCube-260827A', ['ALERT-STREAM'], 86.31, 8.12), ('IceCube-260916A', ['ALERT-STREAM'], 156.18, 4.22), ('IceCube-260919A', ['ALERT-STREAM'], 111.05, 6.43), ('IceCube-260930A', ['ALERT-STREAM'], 235.59, 0.97)]\n          event  moons50  moons90  axis_ratio90  circle90_mass_pixelcenter  area90_rawmass_deg2  header90_deg2\nIceCube-260115A   9.9553  33.1655        1.8972                     0.8213               6.5120           6.48\nIceCube-260125A   1.5870   5.3305        1.1467                     0.8984               1.0420           1.03\nIceCube-260217A   1.1103   3.7596        1.1875                     0.8899               0.7388           0.72\nIceCube-260315A   1.2021   4.0546        1.0953                     0.9003               0.7903           0.77\nIceCube-260425A   1.6044   5.3883        1.1325                     0.8928               1.0540           1.05\nIceCube-260504A   1.0773   3.6263        1.0271                     0.8985               0.7196           0.70\nIceCube-260610A   6.7500  23.3772        1.7275                     0.8743               4.6962           4.61\nIceCube-260622A   1.4212   4.8071        1.1376                     0.9041               0.9409           0.92\nIceCube-260704A   1.0237   3.4443        1.0076                     0.8942               0.6792           0.67\nIceCube-260708A   1.0263   3.5499        1.0034                     0.8800               0.6943           0.67\nIceCube-260712A   0.9918   3.3773        1.0056                     0.9018               0.6712           0.64\nIceCube-260722A   2.9721  10.3352        1.5442                     0.8718               2.2312           2.05\nIceCube-260805A   2.0029   6.8750        1.3964                     0.8788               1.4379           1.36\nIceCube-260807A  37.5176 121.2950        4.3927                     0.6243              26.1170          24.46\nIceCube-260821A   1.0247   3.4757        1.0732                     0.8945               0.6810           0.67\nIceCube-260825A   1.2855   4.3391        1.0098                     0.9001               0.8650           0.84\nIceCube-260827A   0.9658   3.4779        1.3359                     0.8856               0.6829           0.68\nIceCube-260916A   1.1148   3.7822        1.0449                     0.8863               0.7393           0.73\nIceCube-260919A   0.2654   1.0896        1.0250                     0.8949               0.2140           0.21\nIceCube-260930A   1.3105   4.4254        1.1113                     0.8883               0.8710           0.85\nSUMMARY:           moons50     moons90  diff50_percent  diff90_percent  circle90_over_map  probability_sum\nmin      0.265399    1.089641       -4.081281       -2.631965           0.950483         0.978338\nmedian   1.243773    4.196846        2.222049        1.666746           0.988796         0.999900\nmax     37.517634  121.295019        5.890132        4.034187           1.095279         1.001875\nHPD area ratios: {'min': 3.233013558973101, 'median': 3.3842443626119905, 'max': 4.105670881375791}\nManifest last entry keys: dict_keys(['file', 'bytes', 'sha256', 'uncompressed_sha256', 'browser_download_origin', 'downloaded_by', 'source_url'])\n",
        "stderr": "",
        "traceback": "",
        "plain": [
          "STATUS FIELDS: [('IceCube-260115A', [], 145.77, 12.41), ('IceCube-260125A', ['ALERT-STREAM'], 243.72, 6.69), ('IceCube-260217A', ['ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM'], 75.89, 14.63), ('IceCube-260315A', ['ALERT-STREAM'], 175.69, -1.9), ('IceCube-260425A', ['ALERT-STREAM'], 347.08, 19.19), ('IceCube-260504A', ['ALERT-STREAM'], 246.99, 54.87), ('IceCube-260610A', ['ALERT-STREAM'], 309.2, 37.22), ('IceCube-260622A', ['ALERT-STREAM'], 173.36, 1.34), ('IceCube-260704A', ['ALERT-STREAM'], 320.67, 34.14), ('IceCube-260708A', ['ALERT-STREAM'], 292.81, -15.17), ('IceCube-260712A', ['ALERT-STREAM'], 200.11, 48.29), ('IceCube-260722A', ['ALERT-STREAM'], 190.55, 31.0), ('IceCube-260805A', ['ALERT-STREAM'], 60.47, 26.07), ('IceCube-260807A', ['ALERT-STREAM'], 325.37, 0.07), ('IceCube-260821A', ['ALERT-STREAM'], 116.67, 10.05), ('IceCube-260825A', ['ALERT-STREAM'], 91.95, 45.73), ('IceCube-260827A', ['ALERT-STREAM'], 86.31, 8.12), ('IceCube-260916A', ['ALERT-STREAM'], 156.18, 4.22), ('IceCube-260919A', ['ALERT-STREAM'], 111.05, 6.43), ('IceCube-260930A', ['ALERT-STREAM'], 235.59, 0.97)]\n          event  moons50  moons90  axis_ratio90  circle90_mass_pixelcenter  area90_rawmass_deg2  header90_deg2\nIceCube-260115A   9.9553  33.1655        1.8972                     0.8213               6.5120           6.48\nIceCube-260125A   1.5870   5.3305        1.1467                     0.8984               1.0420           1.03\nIceCube-260217A   1.1103   3.7596        1.1875                     0.8899               0.7388           0.72\nIceCube-260315A   1.2021   4.0546        1.0953                     0.9003               0.7903           0.77\nIceCube-260425A   1.6044   5.3883        1.1325                     0.8928               1.0540           1.05\nIceCube-260504A   1.0773   3.6263        1.0271                     0.8985               0.7196           0.70\nIceCube-260610A   6.7500  23.3772        1.7275                     0.8743               4.6962           4.61\nIceCube-260622A   1.4212   4.8071        1.1376                     0.9041               0.9409           0.92\nIceCube-260704A   1.0237   3.4443        1.0076                     0.8942               0.6792           0.67\nIceCube-260708A   1.0263   3.5499        1.0034                     0.8800               0.6943           0.67\nIceCube-260712A   0.9918   3.3773        1.0056                     0.9018               0.6712           0.64\nIceCube-260722A   2.9721  10.3352        1.5442                     0.8718               2.2312           2.05\nIceCube-260805A   2.0029   6.8750        1.3964                     0.8788               1.4379           1.36\nIceCube-260807A  37.5176 121.2950        4.3927                     0.6243              26.1170          24.46\nIceCube-260821A   1.0247   3.4757        1.0732                     0.8945               0.6810           0.67\nIceCube-260825A   1.2855   4.3391        1.0098                     0.9001               0.8650           0.84\nIceCube-260827A   0.9658   3.4779        1.3359                     0.8856               0.6829           0.68\nIceCube-260916A   1.1148   3.7822        1.0449                     0.8863               0.7393           0.73\nIceCube-260919A   0.2654   1.0896        1.0250                     0.8949               0.2140           0.21\nIceCube-260930A   1.3105   4.4254        1.1113                     0.8883               0.8710           0.85\nSUMMARY:           moons50     moons90  diff50_percent  diff90_percent  circle90_over_map  probability_sum\nmin      0.265399    1.089641       -4.081281       -2.631965           0.950483         0.978338\nmedian   1.243773    4.196846        2.222049        1.666746           0.988796         0.999900\nmax     37.517634  121.295019        5.890132        4.034187           1.095279         1.001875\nHPD area ratios: {'min': 3.233013558973101, 'median': 3.3842443626119905, 'max': 4.105670881375791}\nManifest last entry keys: dict_keys(['file', 'bytes', 'sha256', 'uncompressed_sha256', 'browser_download_origin', 'downloaded_by', 'source_url'])\n"
        ]
      },
      "outputs": [
        {
          "type": "stream",
          "name": "stdout",
          "text": "STATUS FIELDS: [('IceCube-260115A', [], 145.77, 12.41), ('IceCube-260125A', ['ALERT-STREAM'], 243.72, 6.69), ('IceCube-260217A', ['ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM', 'ALERT-STREAM'], 75.89, 14.63), ('IceCube-260315A', ['ALERT-STREAM'], 175.69, -1.9), ('IceCube-260425A', ['ALERT-STREAM'], 347.08, 19.19), ('IceCube-260504A', ['ALERT-STREAM'], 246.99, 54.87), ('IceCube-260610A', ['ALERT-STREAM'], 309.2, 37.22), ('IceCube-260622A', ['ALERT-STREAM'], 173.36, 1.34), ('IceCube-260704A', ['ALERT-STREAM'], 320.67, 34.14), ('IceCube-260708A', ['ALERT-STREAM'], 292.81, -15.17), ('IceCube-260712A', ['ALERT-STREAM'], 200.11, 48.29), ('IceCube-260722A', ['ALERT-STREAM'], 190.55, 31.0), ('IceCube-260805A', ['ALERT-STREAM'], 60.47, 26.07), ('IceCube-260807A', ['ALERT-STREAM'], 325.37, 0.07), ('IceCube-260821A', ['ALERT-STREAM'], 116.67, 10.05), ('IceCube-260825A', ['ALERT-STREAM'], 91.95, 45.73), ('IceCube-260827A', ['ALERT-STREAM'], 86.31, 8.12), ('IceCube-260916A', ['ALERT-STREAM'], 156.18, 4.22), ('IceCube-260919A', ['ALERT-STREAM'], 111.05, 6.43), ('IceCube-260930A', ['ALERT-STREAM'], 235.59, 0.97)]\n          event  moons50  moons90  axis_ratio90  circle90_mass_pixelcenter  area90_rawmass_deg2  header90_deg2\nIceCube-260115A   9.9553  33.1655        1.8972                     0.8213               6.5120           6.48\nIceCube-260125A   1.5870   5.3305        1.1467                     0.8984               1.0420           1.03\nIceCube-260217A   1.1103   3.7596        1.1875                     0.8899               0.7388           0.72\nIceCube-260315A   1.2021   4.0546        1.0953                     0.9003               0.7903           0.77\nIceCube-260425A   1.6044   5.3883        1.1325                     0.8928               1.0540           1.05\nIceCube-260504A   1.0773   3.6263        1.0271                     0.8985               0.7196           0.70\nIceCube-260610A   6.7500  23.3772        1.7275                     0.8743               4.6962           4.61\nIceCube-260622A   1.4212   4.8071        1.1376                     0.9041               0.9409           0.92\nIceCube-260704A   1.0237   3.4443        1.0076                     0.8942               0.6792           0.67\nIceCube-260708A   1.0263   3.5499        1.0034                     0.8800               0.6943           0.67\nIceCube-260712A   0.9918   3.3773        1.0056                     0.9018               0.6712           0.64\nIceCube-260722A   2.9721  10.3352        1.5442                     0.8718               2.2312           2.05\nIceCube-260805A   2.0029   6.8750        1.3964                     0.8788               1.4379           1.36\nIceCube-260807A  37.5176 121.2950        4.3927                     0.6243              26.1170          24.46\nIceCube-260821A   1.0247   3.4757        1.0732                     0.8945               0.6810           0.67\nIceCube-260825A   1.2855   4.3391        1.0098                     0.9001               0.8650           0.84\nIceCube-260827A   0.9658   3.4779        1.3359                     0.8856               0.6829           0.68\nIceCube-260916A   1.1148   3.7822        1.0449                     0.8863               0.7393           0.73\nIceCube-260919A   0.2654   1.0896        1.0250                     0.8949               0.2140           0.21\nIceCube-260930A   1.3105   4.4254        1.1113                     0.8883               0.8710           0.85\nSUMMARY:           moons50     moons90  diff50_percent  diff90_percent  circle90_over_map  probability_sum\nmin      0.265399    1.089641       -4.081281       -2.631965           0.950483         0.978338\nmedian   1.243773    4.196846        2.222049        1.666746           0.988796         0.999900\nmax     37.517634  121.295019        5.890132        4.034187           1.095279         1.001875\nHPD area ratios: {'min': 3.233013558973101, 'median': 3.3842443626119905, 'max': 4.105670881375791}\nManifest last entry keys: dict_keys(['file', 'bytes', 'sha256', 'uncompressed_sha256', 'browser_download_origin', 'downloaded_by', 'source_url'])\n"
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        "stdout": "IceCube-260115A 50 radius 0.7844 mass at levels12,15 0.450262 0.450239 terminal boundary mass 0.005278\nIceCube-260115A 90 radius 1.43937 mass at levels12,15 0.819405 0.819355 terminal boundary mass 0.002492\nIceCube-260807A 50 radius 1.60577 mass at levels12,15 0.369505 0.369495 terminal boundary mass 0.001926\nIceCube-260807A 90 radius 2.88184 mass at levels12,15 0.641099 0.641049 terminal boundary mass 0.001076\nIceCube-260919A 50 radius 0.12805 mass at levels12,15 0.471331 0.467027 terminal boundary mass 0.034962\nIceCube-260919A 90 radius 0.27163 mass at levels12,15 0.895372 0.895645 terminal boundary mass 0.008674\nRepeated stream values: ['Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze']\nMax boundary pixel areas {'pixel50_deg2': 0.8392936452111668, 'pixel90_deg2': 0.8392936452111668}\nUnnormalized sensitivity percent {'50': 3.405608839639518, '90': 9.947085888129648}\n",
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          "IceCube-260115A 50 radius 0.7844 mass at levels12,15 0.450262 0.450239 terminal boundary mass 0.005278\nIceCube-260115A 90 radius 1.43937 mass at levels12,15 0.819405 0.819355 terminal boundary mass 0.002492\nIceCube-260807A 50 radius 1.60577 mass at levels12,15 0.369505 0.369495 terminal boundary mass 0.001926\nIceCube-260807A 90 radius 2.88184 mass at levels12,15 0.641099 0.641049 terminal boundary mass 0.001076\nIceCube-260919A 50 radius 0.12805 mass at levels12,15 0.471331 0.467027 terminal boundary mass 0.034962\nIceCube-260919A 90 radius 0.27163 mass at levels12,15 0.895372 0.895645 terminal boundary mass 0.008674\nRepeated stream values: ['Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze']\nMax boundary pixel areas {'pixel50_deg2': 0.8392936452111668, 'pixel90_deg2': 0.8392936452111668}\nUnnormalized sensitivity percent {'50': 3.405608839639518, '90': 9.947085888129648}\n"
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          "text": "IceCube-260115A 50 radius 0.7844 mass at levels12,15 0.450262 0.450239 terminal boundary mass 0.005278\nIceCube-260115A 90 radius 1.43937 mass at levels12,15 0.819405 0.819355 terminal boundary mass 0.002492\nIceCube-260807A 50 radius 1.60577 mass at levels12,15 0.369505 0.369495 terminal boundary mass 0.001926\nIceCube-260807A 90 radius 2.88184 mass at levels12,15 0.641099 0.641049 terminal boundary mass 0.001076\nIceCube-260919A 50 radius 0.12805 mass at levels12,15 0.471331 0.467027 terminal boundary mass 0.034962\nIceCube-260919A 90 radius 0.27163 mass at levels12,15 0.895372 0.895645 terminal boundary mass 0.008674\nRepeated stream values: ['Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze', 'Bronze']\nMax boundary pixel areas {'pixel50_deg2': 0.8392936452111668, 'pixel90_deg2': 0.8392936452111668}\nUnnormalized sensitivity percent {'50': 3.405608839639518, '90': 9.947085888129648}\n"
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        "stdout": "          event  pixel50_deg2  pixel90_deg2  circle90_moons  circle90_mass_refined\nIceCube-260115A        0.0131        0.0131         33.1468                 0.8194\nIceCube-260125A        0.0033        0.0131          5.2774                 0.8909\nIceCube-260217A        0.0033        0.0131          3.6783                 0.8855\nIceCube-260315A        0.0033        0.0131          3.9498                 0.8868\nIceCube-260425A        0.0033        0.0131          5.3436                 0.8902\nIceCube-260504A        0.0033        0.0131          3.5534                 0.8862\nIceCube-260610A        0.0131        0.0131         24.6817                 0.8744\nIceCube-260622A        0.0033        0.0131          4.7315                 0.8890\nIceCube-260704A        0.0033        0.0131          3.4113                 0.8915\nIceCube-260708A        0.0033        0.0131          3.3742                 0.8810\nIceCube-260712A        0.0033        0.0131          3.2938                 0.8882\nIceCube-260722A        0.0131        0.0131         10.5999                 0.8712\nIceCube-260805A        0.0131        0.0131          6.7584                 0.8732\nIceCube-260807A        0.8393        0.8393        132.8519                 0.6410\nIceCube-260821A        0.0033        0.0131          3.4002                 0.8886\nIceCube-260825A        0.0033        0.0131          4.2851                 0.8906\nIceCube-260827A        0.0033        0.0131          3.6811                 0.8821\nIceCube-260916A        0.0033        0.0131          3.7518                 0.8913\nIceCube-260919A        0.0033        0.0131          1.1805                 0.8956\nIceCube-260930A        0.0033        0.0131          4.3553                 0.8890\nAbsent sky cells:           event  sky_coverage_fraction\nIceCube-260610A               0.999893\nIceCube-260722A               0.999993\nIceCube-260805A               0.999991\nIceCube-260807A               0.999937\nIceCube-260821A               0.999980\nIceCube-260919A               0.999979\nHeader within pixel crossing bracket plus 0.005 rounding: {'50': 10, '90': 7}\n",
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          "          event  pixel50_deg2  pixel90_deg2  circle90_moons  circle90_mass_refined\nIceCube-260115A        0.0131        0.0131         33.1468                 0.8194\nIceCube-260125A        0.0033        0.0131          5.2774                 0.8909\nIceCube-260217A        0.0033        0.0131          3.6783                 0.8855\nIceCube-260315A        0.0033        0.0131          3.9498                 0.8868\nIceCube-260425A        0.0033        0.0131          5.3436                 0.8902\nIceCube-260504A        0.0033        0.0131          3.5534                 0.8862\nIceCube-260610A        0.0131        0.0131         24.6817                 0.8744\nIceCube-260622A        0.0033        0.0131          4.7315                 0.8890\nIceCube-260704A        0.0033        0.0131          3.4113                 0.8915\nIceCube-260708A        0.0033        0.0131          3.3742                 0.8810\nIceCube-260712A        0.0033        0.0131          3.2938                 0.8882\nIceCube-260722A        0.0131        0.0131         10.5999                 0.8712\nIceCube-260805A        0.0131        0.0131          6.7584                 0.8732\nIceCube-260807A        0.8393        0.8393        132.8519                 0.6410\nIceCube-260821A        0.0033        0.0131          3.4002                 0.8886\nIceCube-260825A        0.0033        0.0131          4.2851                 0.8906\nIceCube-260827A        0.0033        0.0131          3.6811                 0.8821\nIceCube-260916A        0.0033        0.0131          3.7518                 0.8913\nIceCube-260919A        0.0033        0.0131          1.1805                 0.8956\nIceCube-260930A        0.0033        0.0131          4.3553                 0.8890\nAbsent sky cells:           event  sky_coverage_fraction\nIceCube-260610A               0.999893\nIceCube-260722A               0.999993\nIceCube-260805A               0.999991\nIceCube-260807A               0.999937\nIceCube-260821A               0.999980\nIceCube-260919A               0.999979\nHeader within pixel crossing bracket plus 0.005 rounding: {'50': 10, '90': 7}\n"
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        ],
        "complete": true,
        "captureStatus": "complete",
        "warnings": [
          "inventory-cache-best-effort"
        ]
      },
      "environmentManifestChecksum": "f9178f036a892593e2f8223068d3e8d781e0fe30e0276f8ca22091412df9fe3b"
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    {
      "runId": "notebook-run-1791511284606-222",
      "executionMode": "foreground",
      "submissionIdentity": "a4e5adcf-b155-4ab3-93ee-79b93d13338b",
      "submissionFingerprint": "bfd45066a6d4e00adb44ded5ea21dc85cd3a203fb35702b172da5bef257f452c",
      "admittedAt": 1791511284606,
      "kernelEpochId": "bbb3b8c7-ce92-43df-ac45-58c516aa81d2",
      "executionInvocationId": "a4e5adcf-b155-4ab3-93ee-79b93d13338b",
      "cellId": "cell-16dd6b2c-a245-457d-9c6b-33d672b59415",
      "source": "agent",
      "inputKind": "cell",
      "kernelKind": "python",
      "script": "import matplotlib as mpl\nimport matplotlib.pyplot as plt\nfrom matplotlib.lines import Line2D\nfrom matplotlib.ticker import FixedLocator, FuncFormatter\napply_figure_style()\nmpl.rcParams.update({'font.size':10,'axes.labelsize':10,'axes.titlesize':10,'xtick.labelsize':8,'ytick.labelsize':8,'legend.fontsize':9})\ncolors={50:'#0072B2',90:'#D55E00'}\nfig,axes=plt.subplots(1,2,figsize=(10,8),sharey=True)\nfig.subplots_adjust(left=.19,right=.97,bottom=.14,top=.87,wspace=.06)\ny=np.arange(len(df))\nfor ax,cl in zip(axes,(50,90)):\n    ax.scatter(df[f'moons{cl}'],y-.17,s=24,color=colors[cl],label='Normalized map')\n    ax.scatter(df[f'header{cl}_moons'],y,s=24,marker='s',facecolors='none',edgecolors='#555555',label='FITS header')\n    ax.scatter(df[f'circle{cl}_moons'],y+.17,s=24,marker='x',color='#222222',label='Circular approximation')\n    ax.set_xscale('log'); ax.set_xlim(.18,170); ax.set_ylim(19.7,-.7)\n    ax.set_yticks(y,df.event.str.replace('IceCube-','',regex=False));ax.set_title(f'{cl}% localization',loc='left',color=colors[cl])\n    ax.set_xlabel('Area in full Moons (log scale)')\n    ax.xaxis.set_major_locator(FixedLocator([.25,1,4,16,64]));ax.xaxis.set_major_formatter(FuncFormatter(lambda x,p:f'{x:g}'))\n    ax.axvline(1,color='#aaaaaa',lw=.7,zorder=0);ax.grid(axis='x',alpha=.15)\n    ax.spines[['top','right']].set_visible(False)\naxes[0].set_ylabel('IceCube event (2026)')\nfig.suptitle('A single track alert can cover less than one Moon—or over a hundred',x=.19,y=.97,ha='left',fontsize=10)\nfig.legend(handles=axes[0].get_legend_handles_labels()[0],labels=axes[0].get_legend_handles_labels()[1],loc='upper center',bbox_to_anchor=(.57,.94),ncol=3,frameon=False)\nfig.text(.19,.055,'20 supplied maps • Moon diameter 0.5° • Area, not the number of candidate sources',fontsize=9)\nfig.text(.19,.027,'50% circles use the same RA/Dec circularization formula as the documented 90% radius.',fontsize=9)\nfig.savefig('icecube-2026-areas.png',dpi=220)\nprint('Saved area figure')\nplt.show()",
      "status": "completed",
      "startedAt": 1791511284801,
      "cwdBefore": "$DATA/notebooks/cmuzipxm4000grxoq6u2ose79/01a11b81-c5e1-7663-a4ea-873f68e0e1c8/data",
      "executionCount": 10,
      "environment": "default-python",
      "rootFrameId": "root-frame-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "agentFrameId": "root-frame-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "messageBranchId": "message-branch-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "runtimeSegmentId": "runtime-segment-64350fb5-6e37-4262-bfce-77d6a124447a",
      "promptMessageId": "64350fb5-6e37-4262-bfce-77d6a124447a",
      "text": {
        "stdout": "Saved area figure\n",
        "stderr": "",
        "traceback": "",
        "plain": [
          "Saved area figure\n"
        ]
      },
      "outputs": [
        {
          "type": "stream",
          "name": "stdout",
          "text": "Saved area figure\n"
        },
        {
          "type": "display",
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0/s7s27dvpY6HI4GOh7ov0vbYt2+fMe7q2Ki/of3dj/qivyH+/vtv45h8x44dUlxcbGR+1hsbou27aB+aM2eO8XtKfydpFlX9fVGrVq2oWH5F1oWeX9F9qP6W1LatX7++tGrVSg477DBjvx0L9Hvpd9R21/M8eoyjx5Pl9dF58+bJggULjGNRPTY65JBD5KCDDqr08aEeEzn7cZMmTaRfv34B7cfBpp9fzzton9H9RYMGDaRDhw7GzUlxcXEB68t6nkKPpbWtGjVqZLRTtI/LAAAgsGLjaBUAAABAxNMgJC25rSfclZ641PKXN9xwQ8DfS0/w63t9/fXXkp2dXeb/9cT9UUcdJf/73/+Mk6blmTJlinFiWulF9Kuuusr4W5evZUD1RKzZ5Zdf7gqU1JPA5uyZ5557rnGSdtWqVXLfffcZ2a4KCwst8+vJXC0XevHFF1ue1wsWmg3r2WeflYyMDMv/6YllLWc+atQo46S5HXrC/7333pMxY8bIihUrPL5GAwXOPvtseeihhyp8kdNXgIJmnXE69dRTjSA9d7///rtx8bKiOnfuLKeccorP1+gJe+0Pv/zyi/G53GlA3UknnSSPP/64dOnSxfZ7a/DIbbfdZvQVZ/lYc7acc845x1im3XVWEVWtD3r7vgsXLpQHHnhAfvzxR+N7mOnFriuvvNLoA1rKEdFB+/BXX31lXBAL5L5q+PDh0r59+4AtE+GhgStmeqE6Um3ZssUYnz7//PMy+yA9ZtEbS5555hljbPZHMPZtwT52CMV+M5Dt4m2fozfR6E1B33zzjWWM0oAGAiUjf+zQ4AoNiKmodevWGduBBg5VJaNHjzYC0pyOP/54Ofnkkyu1TE+/Dfz5HRHo7VR/w+rYoPNooJgnGiyu859//vkeg3/0t+rYsWNd05dddpnUrVtX7Iy/X3zxhd/z2Q3E+vDDD411qAF5nujYeMIJJxjjZ8+ePctdph5vm8unDx482JhPtzG9gfLTTz81guLN9BissoGSofwuW7duNX5P6T7RfX+SnJxsfB/Njlre/jtcy6/IutDf5rrd6M0M7r+plAZv6r5aX6PBw55Mnz7dcg5Fz8nojXp26Las27STbmfuxwR6nsl5HkiDl/WmE0/0JkFtP6fjjjvOCNrTPqTnkz766KMy55N0bNfjFD1uS0hIsPyfrid9Xn+juNPgXP1cdrPr6vrQfqzHhnouSj+rOw3q1nFW+/HBBx/sdVm6Hfzxxx/G3+ZjK12Hej7LE0/rxG67utPx7qmnnjKCyz3RfqLn0O6+++5yb1Txts40kFXHZg3O9zQ2a59/+eWXKxWwCgAAYogDAAAAgC0lJSWOWet3O279bpHjiFHTHQ0e/NmRfs9441+d1uf1/3HAr7/+qmdyXY9PPvnEUVhY6OjQoYPruUaNGjn279/vs8lq1arlev3JJ59cbvN+/vnnjpSUFMt7+3rccsstxrr15bbbbnO9vlmzZsZzN910k9dlXnbZZa55Z8+ebfm/adOmOaZOneqoWbNmuZ/tf//7n2s5+/btcxx77LHlztO2bVvHli1bym0n/fxJSUm22yk9Pd0xceLEcpebkZFhmU/XR2Vf66ut7TxGjBjh9TMUFxcby4+Li7O1rISEBMebb77psOOvv/5y1KlTp9xl6nawaNEixxtvvGF5XreXQKhqfdDT950wYYKtcUHHp40bN1a6zREaTz75pOOss84K+EOXW5XUq1fPtQ107do1opZrPgbwdxnbtm2zbN/HHXecI9w8jU9z5851NGjQwNbYumHDBlvvE6x9W7DG7VDtN4PRLp7WqR4Dp6WleVxm9erVbbcHQk+PTY8//nhHv379HGvWrKnQMnQ+nV+Xo8urSgYPHmzp7998803Q3suf3xyB2k6ff/55R7Vq1WyPgYcffrijoKCgzHJ+//13y+uWLl1aod/XvubTcdL5uvvuu8/ncl999VVHjRo1bH+v+Ph4Y/wtT25urmU+nUc/s/6e9rbsim534fguuh8yt7O3R926dR1///13xC3f33VRVFTkuOKKK/w6Bvjxxx89fp4dO3Y4mjRpYvkOdo5xdDs3v8fpp5/u8XXm73XXXXd5XZ4eN5iXp/1Hv3ebNm3K/X7Dhw93nUfSf6+55ppy59G+qeNReV5//XVbv9XN/Vg/uzfPPvus7WX5GjfstqtTVlZWmf2Cr0fTpk0d8+bN87lMT+tMzz1069at3OVrm86cObPczw0AAGIfGSUBAAAAG6au3iW3/bBY5mzMLPN/+/KLJWPfbpm6Zre8MGWNHNqilrxwWlcZ1DZyMxeFi2ZF0rvdNYuH0kwAelf3PffcE5DlayYEzYCnpc+cNAvCsccea2QN0bvyp06damTjcNLMCpo1Ru88t0s/sz6UZp/T7JRaZkozD2hpJk93+zutXbtWbrrpJqMMk2YA0NJNHTt2dJUy1qx3TpqJSUtq6fI1K8Nvv/1mPN+mTRvj7n4tuaTf5ddff5WcnBzj/7T8m2a8/P77731+B82q58wiqOule/fuxt31mpVEn9dsKZphwJkxQNtIszLqZ9TSUbFA+8lZZ51lZIRxz0DZu3dvI/uYrictQ7ZkyRLj/zRrhpaR13Ws/3qjJak1S4k5M4dm/TjmmGOkbdu2rjJeWrJdtwPNguNreYFU1fqgZjzT7+vMFKTZL/S9NAOIrld9D+eYoZmFdLzQdVPZUrcIPuc61XG4Mpm/zBnAtB8HMkMlwkfL+el27ByHp02bZmTxatGiRcSsFv08N998s5GhV8t8a7nKrl27GplNdezS7D/OcVLHVj3GmTx5ctj2bcEct4O93wxmu5jpfkT3OZrZSDPJablwLR2s+1vdv2opTkQmzax2wQUXGOvQmaXss88+M455/DnG0vm0j+pDl6e/T6pCZkndXmbOnGnZfsvL6B4uFdlONUPkq6++anlOx2o9TtbfgZrxVte5jnc6tiv9W7O36XIj2aRJk1zjtraH/i7QbIM6Luq+SbOE6tjuzCav4+k111xj7GP194FdOsZqhlFn1lHNAKrH5ZrBU/d5up/29Ts60r6L7oecmQ01+7BmEtXvovtr3VdraWFn+W/N+qfbh7esp+FYvr/rQrNbmzOaqnbt2kn//v2NLJLa77X9dbtSut8+/fTTjQzRp512WpljNB0bNcufrgP9Drp8Pe5xz9Lo5PyN6aTHc5rhOpD0d4COWzqWa//R4zI91tEMpP/++6/Rd5ztolnt9ZyQHsdpFsk33njDeF7H+6OPPtrIkqj7Fc1e7cxwqH1Tz4UtXrzYWKY3+ptb15HSz6HlqbUf67K1H2smcv0sWiZdaRtqpRbtx7rfiQT6e0p/Vzsrszjp99BjQh0zNfOmZih1Hlvq9zryyCONfuArQ6b7+2hfXrRokTGtx6W63vQ8oLNPal9U2qaa8VyP88rLXAkAAGJcuCM1AQAAgEhWWFTsuPnbhQ659Xu/HnG3fW/Mp/NXVZ4ySjrvtu/Zs6fr+dq1azv27NlT6YySq1atMrIWmN/zzjvvdOTk5Fhep+//4Ycflnnt2LFjbWWU1Pk0y4j+ff311xt3ybtnK9LsUN4ymDRu3Nj494QTTvCYue6dd96xZDrq37+/46233jL+1rYYM2ZMmXk0+4L7HfSalcmXdu3aOQ455BDHe++9V+Y7OGVnZzsefvhhI6OSc7k9evTwmYEzGBklv/vuO2Md2H1oBh/zcq+88kqPy9VsiebX9enTx2s2jkmTJlkyKGh2wsWLF3t8rfYBzSBjXvaZZ57pMavQDz/84Mok5p4xJFgZJWO9D7p/34YNGxr/dunSxfHPP/+Uef2yZcschx56qGWekSNH+vzsiAwPPfSQkQFS/43E5UWLWM0oqTSjsHnb1uOP5cuXO8LFfXxyZlMaMGCAx8xgOj61b9/eMo9myPUlWPu2YI7bodhvBqtd3Nep8zPpfmXhwoUeX4/IzSSpmVvND38ySzozSbovo6pklnTfFvr27RvU96tMRkl/t1Md88zza1bJRx55xBjvvL3feeedZxxPe3pNpGWUHDp0qJFB77nnnjOyMXui46v+RjD/htb9/K5du2xnMXR+ppYtWxrjrKff87t3V65CR6i+i/P3hX6nn376yWPGRP0s5nkGDhzodV8Y6uX7uy40u7J5fs0A+eWXX5aZT/v71VdfXea13qoNPPDAA5bX3n///R5fl5+fb/m9pscYmhnWm4pmlHT+Tu7evbvHzIZ//PGHJWOpfrfJkycb27p+pqeffrpMFlk9Xjr11FMt76O/rX0ZNmyYo3Xr1kYmyK1bt3r97O+//77l82hWbk/7G/3cznMlycnJrtfr8ae3cyqejjf9ySh58803W76z7g89rTP9fqeccorltQcddJDRZ719b0/H0rp8/Z6etpVjjjnGMk9Vqx4AAADKIlASAAAA8EKDHId9ONvvIEnzQ+evqsGS3gIllZZgMv/fPffcU+lASQ1uMS/z0Ucf9fn59IKA+SK+nmD1VBrNPVDS7olhbxfm9KHlh3xdzHcv26Qnv7XUpa8yQXqhzPx9brjhhnLXT3klx71dHNR5Qxko6Q8N/NOSTeZSyjt37izzOg2UMbeXrhO9AOPL2rVrjYshznnOOeccWyXB9CKWBoF4o8F7qampZfpJsAIlY70Pevq+rVq18nqxVO3du9cIwnK+Xi92+QoWQmQgUDIwYjlQUi9yJyYmWsYDHae0VOPHH3/sWLdunSOUPI1PGozuflOHmZbeNH8HDb7xJpj7tmCO28HebwazXTytUw2wyMzM9Ll8RBZd356CHO0GS3oLknTOr8uPdXojjZ0blSIhUNKf7VSDxcwBdRok6Ws8M5sxY4bHsSbSAiU1uKi8MdFp+vTpxm8C57JffPFFr691D87TR/369StdXjtSvouWbl+wYIHXebRUtZ6/MM/zxRdfRMzy7a6L/fv3Gze3mm8eKK/Ut3uQnJbs9vYdBg0aZCkhrYGH7m655RbL8h577DGf71/RQEl96E0hvoJmnTcQmn8n67963OONBpCat0n9zr5MmTLFkZeX57BDf5/ruORctgZX2j22Lu+cWUXbVQNtzTde6rk2X6XVPfVlDXa2u870c3kLxlU61pvbX2+gBAAAVVt8uDNaAgAAAJHqjh+XyNf/bq3UMnT+O39cGrDPFCu0NI6W7XV65ZVXXGWlKkJL9IwbN841raV87r33Xp/zaBkgcxnFrVu3linH6I2WPtIS4hWhpde0RJSWrPRGy3+ZaYkmLQ93+OGHe51HS0dqiScnLZfly3HHHWeUcbLjsssuM0pqOY0ePVoikbaT9i3tD0pLrP3000/Gv+5eeOEFo0Sg0rJMWvrLV/krpaV9n3jiCde0lttylrsyM5dxr1Gjhrz55ptGiSxvtKzU3XffLaFSFfuglkVr1KiR1//XcnG6npz0xlLzegSqCi0N+Nxzz9l6fPzxxxLpevXqZZRKNY81OvZ/++23ctFFFxnjesOGDY2Sz1o2Ucsj5ubmhuzzaXnJjz76yCg/6I2W4j7xxBNtja3B3LcFc9wO9n4z2O3i6fvo+yB66PrWMtuejhX0N4qW09ZSrOWV23any9Pl6vJjnZbONfN0/B1J7G6nWk7XWbZV6W9AHQvt6NevX7ljTSTQUrd2P6f+hr/00ksrfEz+5JNP+lXOPpK/yz333CM9evTwuY9/6623jHLWTjodKcu3uy50DNu7d69r+q677jLKgPvy1FNPGWW5zW27Z88ej99B/885XmgJaR1PnaXR1fjx4+Wll15yTR9zzDFG2wTLqFGjpG7dul7/X48fzW2uv5N1TNDjHm+0zPOFF17omp41a5ar3LQnRxxxhCQnJ9v6vPr7/IorroioczWvv/66pXS7HodpqXRvtB+88847xjGgeRnaH+yusyZNmnj9fx3rR44c6ZrW0tvu+ywAAFC1ECgJAAAAeDB19S55aarni2H+emnaGpm2Zhft7MZ88Xn//v3y+OOPV7iN9OR5UVGRa/qWW27xeYHd6bbbbrNc8NfACTuuvPLKCl/0OuWUU3yeJFbdu3cvc+HOPXDN2wl1p6VLl9o+sWzHWWed5fr777//lkijARBnn322/Pvvv8a0Xlj47rvvpH379h5fa76AcPHFFxuBMnZccMEFRqCh0j7nHrCiF5H++OMP1/SIESOkcePG5S73uuuucy032KpaH9QLgEOHDi33dQMHDpTevXu7pu0GTgOxZNu2bXLHHXfYeuhFz2igN0XocYK3YAC9GD9x4kR57LHH5PjjjzcCm/Ri94oVK4L+2U466SSP+ylPN3c4bdy4UTIzM0O6bwvmuB3s/Wao20Vv1vF1UwEil44R/gZL2gmSDGZQWCRxD4LSm1AilT/b6eeff+76W4O59Mahqs48ti9YsEAKCgpszad9QsfVWPguei7g2muvLfd1zZo1k+HDh7umJ0+e7HEfHurl+7MuzOdI9HPdcMMN5c6jv8Wvv/5613ROTo5xM4onzZs3lw8//NByA+sll1xiBNpt3rzZ9bfS/bfe7GDnXE9FtG3b1jgW9CUlJcXym1HZWVfm38naz1auXCnB6McLFy6UvLw8CSdzn9HzDnqepjwa6Hjeeee5ptesWWN8l/K0atXK1m9987G0srNsAAAQuwiUBAAAANzoSdhbv18csHbRc7qBXF6s0BPF5pPQmv1g/fr1FVrWzJkzXX9r4ONpp51maz69cNmzZ0+Py/GlvJPnvhx11FG2P5tTy5YtjZP2/syTn59vZDcIlI4dO7r+XrZsme2LSKGiF2J+/vlnVx/Qiy3mrKVm8+bNs7SNOVNXeTR7RJcuXVzTs2fPtvy/BoKYsyeceuqptparF169fd5Aq2p9UAND7TKPHRqMpEFjAKKfjvPLly83smBq1h9fAXY6bn3wwQdGJseHH37YMqYHmvtFW1+ZrM127twZ0n1bMMftYO83Q90ulTlGRHQFSxIkaeV+c0ywApkCwe52qlmWFy8u/R1/xhlnGEFSVZ15bNdxXW+Osvv7P9Lar6LfRfc/derU8fv3he7v7OxLgr18f9aFZj8031hmN1usbi9mvs616O+1m2++2TWtVSGeffZZY8x1HvPob3zNwu0rc2AgMpLayZztHgCv8/k7jzlrZiD7sd7YYR63Qk2/lwY5mo/r7O4P/OkzTlrRws46s3MsDQAAqg7vdbYAAACAKmr2xr0yd1P5d+H7Y87GTJm9Ya/0aVk7oMuNhaySmllAT+jrhQkNSNDgBH/pxXcnLfHkT7lDzSgyf/58428N1NS7731dNNCyQAcddJDfn9H8+ewwlx2yE6DmPo/SwAA72Vy0/fW7awkiLSup82mQm5k5g45mZ9IMUHYzMgWbXkQxl03WrGDnnHOOz6AJM80QpQE0TuaADU9/awZUJ/cMQu4X17Tsq136WnNWrWCpan3Qn3VgDpx2rk87mc2AWKEXvzVzjx2axSiaaHCklj3Uh47jM2bMkDlz5hjHABqst27dOsvr9ULzI488Ilu2bLGUhg7HeOx+XOMpCD2Y+7ZgjtvB3m+Gul00IzNiI1jSU6ZIZ7CkZsK/7777yCRp4h7UZSerXbjY3U412Mg8LvTt21eqAr1RSL+7ZvPTsV1/H5vbITc3t0xAqR3hGB+D9V0q+/uivPLtwV6+3XWh+3dzm+i5E7s005+WsHaWODafs/Hk6aefNvbRc+fOdZX4Nrv99tvlhBNOkEj7nVy7dm2fpbo9zaP8uaFQ9z3ajzdt2iT79u0z+q25H7vfiGK3HweD+3GdP33G/bXl9ZlAH0sDAICqg0BJAAAAwM3Y+VuC0iZj528mUNLDidBhw4bJV199ZUx/8sknxgnxzp07V7jUm78ZBtxfr8vytQw9wV2ZEsl2gzg1ILMy8yhzOXJvF440yPCLL74wTrr7IysrKyICJbU8svkiipZLvffee33O45694cknn6zw+2vQh6+yg/4E2YUqIK+q9cHKrAP39QnEOt0GnnvuOYl1milw8ODBxsNJs99oOceXX37ZdVFfvfPOO8brzGUNA8Xu2JqYmFju2BrMfVswx+1g7zdD1S5OdoIlEP3BkldccYXH+apauW1ffT+Sj6HsbqfuwUZaIjhWafDVK6+8YvRfDYD3d2y3I1TjYyi+S7B/XwR7+XbXhfuyKnKuxXlMVd7n0rLeY8eONc4Rua+Hww47zAhQr0q/k/VGDWc/9jdDpN1+HAyV6TMNGjQwjnmdbWOnLwfyWBoAAFQdkVv/AAAAAAiTORv3Bme5Ac5SGSseffRR10ljzTb0wAMP+L0M893gGvzgj/T0dL9OKvu7fHd2ygIFYp7yaHCqlh964YUX/A50UJqNI9w0A9gFF1zgyqagmTPMmSUrE+hgV2FhYZkLc+aT8XrBp6J9MViqWh/0Z5t1XwdkmgCqDs2c++CDDxqZcNyzhgXr4nwgS9MGc98WzHE72PvNULRLII8TER1luD2pykGSzuxxZosWLZJIZXc7df9d6J4RLlZoqWYt3atZUv0NLAzWMXksfRd9rfm3lJ3fF5GyfPdlVeZci53gPc0OeMcdd1ie05tUx4wZU6mbVaPtd/I///wjnTp1Mm4ArUgZ7XCeq6lsnzG/3k6fCeSxNAAAqDrIKAkAAAC4Wbqj9IJtIC3ZTmkXTzR7pJbB/PDDD43pr7/+2jgx7E+JHvPJ1JycHL/Wi/vrQxWsFk5apnLEiBFSUlJSpqS4BorohV4tP24OVtByZXqBIlJoidRTTz3VVS6ta9euRgCHnQsoqamplumbb765TIYHu7p06eK1L2qWAn24Zy/wxlzeM9aFsg+6l9TzZx0Q8AJUPZrxUI9F2rdv77rQvGDBAiMwMJKziQVz3xbMcTvY+81gtwuqbmZJs6oeJKkOPfRQYwxwjpv6e05vgqvo9hYJ3H8XmgO7Y8X69evl2GOPtQQ3aeCXjusaqKXZCqtXr26M7c6AsPz8fBk1apRU5e/iz+8LPd9gLpNs5/dFsJdvl/uyKnOuxc55Fs0C/frrr5e5SeHnn3+Wa665RqoCPd485phjJDMzs0wQqbd+rG2k2ScjQaj7DAAAQEUQKAkAAAC4yS0sjqrlxoKHH35YRo8eLQUFBcZJfr1zXk+G21WnTh3X3zt27PDrvd0vepqXFatuuukmV6CDBhZq++uFB1/f/bfffouYQEnNDnXSSSe51rVeLBg/frzUqlXL1vz16tUr0x6tW7cOyGerXbu2ZVo/Y9OmTW3N614eNJaFsg/6Mya4r4OqMB4AKKtZs2bGReqffvrJ9dzy5csjOlAymPu2YI7bwd5vBrtdEPs0+FGzynort630/6tykKTSoB0tjzt16lRXILOOAUOGDJFo5T5+bNu2LSDLdc9AZw5yC/VNVfq72xxYeO2118rdd98tLVq08Pn7ORIDJUP5XYL9+yJSfr+4L6sy51rK+1y6HVx00UWydevWMv936623ysCBA6V79+4S6zQbqjlI8qqrrjL6dsuWLb3Os2vXrogJlKxMn9FS2+bs3fwWBwAAwUJOagAAAMBNalJCVC03Vkq16Qlgp4kTJ8q0adNsz69lIJ1Wrlzp113rmiXKSS/M6935sWzFihXy77//uqYfeeQR48R7eSehPV2wCAc9cT5s2DCjNKrS9fXDDz+UKfdXXhZTs3nz5gXs82mpNzNzW/vTF2NZqPugP+vA/bXu6xNA1eG+X3HP7BNpgrlvC+a4Hez9ZjDbBVXD2rVrjcAVX/T/9XVV3dlnn22ZfvvttyWauWeR/fvvvwOyXPffm3Z/uwb695jepPjdd9+5ps877zx57bXXfAYWBuNzRON3Cfbvi0j5/aLZcs03I/rze1UDi81BcuZzNp4899xzlptlhw8fbmSpVZqpVrNa+5udMNpoVu1vv/3WMqa++eabPoMkI22bdO9//vQZ99eW12cAAAAqikBJAAAAwM1BDYNT3qVLoxq0dTkXGM1levQCvF39+vVz/a0l3uxmo9QTynPmzPG4nFi1bNkyy7ReRLLDn8DVYBo5cqRMnjzZ+Ds+Pt7IRKql/vyh2SjMpUG1xGqgaCYdM3M2Ml80+8n06dOlKgh1H7S7Dtxfq5lKy7u4CiB2afZiX5nFIk0w923BHLeDvd8MZrsg9mnwY3llt5X+v76uqgdLXnrppVK3bl3X9Lhx42TGjBmVWuaWLVskXBo2bGgJttYAJg1kqiz3TLobNmywNd+ff/4pgS7xa85SGW2/C8P5XXQ+u6XY3fdr7vu9cCzfn+yn5uVNmTLFkrXTl++//94y7etciwYhmwPSe/fuLZ999pkRPOmkN0reeOONEst0vMvKygpqP3bPaBtoevOx+Tf0jz/+aHtef/oMAABAZRAoCQAAALg5tIX1wkWgHNrcXlngqkqzFWg5RCe9+G33YvmJJ55oBM05vfrqq7bm0ywTGljpdMopp0iscy/ZlpqaWu48Wsrp888/l3B77LHH5MMPP3RNP//88zJ06NAKZXE5+eSTXdNaFtSZobKyGjRoIIcffrhrWgM57WQhe//99yU3N1eqglD3QV23f/zxh61sLOYL0KeddlqF3g+AREwGYvcAP3/m/f333y3PtW3bViJZMPdtwRy3g73fDGa7ILbZDZJ0IljywPamJXKdSkpK5JJLLjHKqVaElvG2GygUiiyZGsSkY09ltW7dWpKTk/0KgNQx9ZtvvpFAqsjYrr+dX3/9dYk0of4umtnQ/LvUm927dxv7Haf+/fvbuvEi2Mv3h/kciX6u9957z1bb6rkWJ71hYfDgwR5fq/v8c845x1VyuUaNGsZ30nmuu+46OeOMM1yv1fc2f99YU5F+rOOsua39yWirmTqDwdxntOKLnRuZ9QalTz75xDXdrFkz6dWrV1A+HwAAAIGSAAAAgJsRvZoGpU1G9GpGW5fjjjvusJRx1KwCDoej3HZr06aNESzppEFR7777rs95tPSiBto56QUFPUFfFQJSzX755ZdyL3Jodhi7mSOCRYMtHnzwQdf09ddfLzfffHOFl3f//fdbvqOW89YLkP7wVn7viiuucP2tyzRfMPZkzZo18vDDD0tVEY4+qP3F1/z5+fly9dVXW8abK6+8ssLvByD8dLvu0aOH3HLLLX4H6TzwwANGyUinnj17RkWG2WDt24I9bgd7vxnMfT6qXpCkbg/6O8N9u1AES4rcddddMmDAAEuQzKBBg4yMf3Zp4I/+TjvuuOPKZPcNNT2GNAcr3X777cbvSDtWrFjhCv4yS0pKkkMOOcQ1rcFB5ixy7vT49Kqrrgp42WF/x3Z1zz33VPgmhGAKx3d56KGHZP369T5fo8cg5j7sz++LYC/frosvvthS+UP3v6tWrfI5zzPPPGMpCa5ltD2Nmc6KEeZsvFpqun379pbgSHPpad0W9DggFlWkH+sxzuLFi22/hzmQtrz+VVHXXnutZfqGG24o91hcz+3s3LnTsp4TExOD8vkAAAAIlAQAAADc9GlRWw5tEdjsj7q8Pi2Dk6kylmgZsjvvvNM1PX/+fJ8XjcyeeOIJS2nFa665Rl555RWPgZa//vqrnHDCCZY76B9//HFJSUmRWKdZm8zfUy+uuGfNctILFhqA+sMPP1gCWENNs4tqwIVzXWqGgpdeeqlSy9SLk+ZAS80upc9puSdfwbl6IeqDDz4wykB5yzh40UUXSbdu3VzTmnlGL7J6ynylpd+dF4Fr1aoaWWdD3Qe1XfXi0UknnSQbN24s8/87duyQ008/XWbOnOl6bsSIEX6XdAcQeTRARfcXzZs3N4Kh//nnH59jvGYL0+xnTz/9tOX5u+++W6JBsPZtwR63g73fDOY+H1UvSFLLwR599NHGvwRLlqWBLZrxrUmTJq7n9DisS5cuRnZ4zYDnK5ua3hyl26cGJHoKMgw1zXr71FNPuaY1APyoo44ygrfMlQncS2nfdttt0r17dyNo3xNzpkw9FtVpT7979f80q+XXX39tKWseqNLiul6cXnzxRfn44489josaXK5B7c8++2xYfxdGynfR/Y/2Zd0f6bGFOw1q1eMO/Qzmmy4uuOCCiFi+P/Sz6A0k5gyQxx57rMyYMaPMa3Wb0PMq5jLaGmT5v//9z+Oy3377bfniiy9c03oM5p5FVteRZptOSEgwpnU7MWegjCW6jetNPk56Pkszi2rwuDvtHxpM+OSTT/rVj3Vccpo4cWKFM/76osd0ui6dNLBW+7IGj3sa9zXA96OPPnI916pVK0u1GQAAgEDjdgwAAADATVxcnLxwWlc58vUZYiOZYbni4sRYHuy58cYb5eWXX7ZkcrJDTyhr5gLnhfCioiLj5KoGSGiAVNOmTY0L3lrCbdasWZZ5tZyTnmSuCrTUkt7h/8ILLxjTetf+McccYwRBaGCYXtTUiw8aiDBlyhSjHfXihl4gDEcb6UUBDWJzXmTUDCz6OfXil12dO3f2WFZdL44tX75cJkyY4LqoqaW8NWvYkUceaZTF0++uF0S1P2rg7sKFC10XZbxlxdDPqBdPdRnOYFwth6UXgTTQQperFwQ0O5VmP9XvqBf3NCjEnDUzVoW6D+qFOc1WqwG3HTt2NAJ49OKNXmzTYJkff/zRUuZMxwodgwDEDg0oeOutt4yHBr1odjPNTqR/60V9DYjSMV4Dpt0vRusF+2jKOB2MfVuwx+1Q7DeDtc9H1QuS1Ez2Sv/VaU+vd2aWNL++KtHg9L/++ss4/tbtSOm2pcFWmo3usMMOM4K6dAzWG922bt1qtL1u3+4B0gcddJBEwu9T/f2owVpKxzsNtNPvo8E/zlLaut71dXPnzvUaROmkN4E999xzroxu48ePN7Lo6bikfUbbQQNMNaOcjn8aCKVjqmbfCyQNSL3sssuMvwsKCozsgfo+up/U8VHH5EWLFsmkSZOMz6HnSjR468ILL5RIE8rvopmPdT+lAWB9+vQxgqe1X+v+UvuyBuKbs+Pp83oTgN0MecFevr/0t5TebPrbb7+59qEDBw40ssdque+aNWsaWWP1d5U5e6y2sX6Pdu3alVmm9m/zTQydOnWSUaNGeXx/fR8dO5wBm7Nnz5Z7773X2LfHGu3HegOJ0mMQHSu0H+uxirMfa9tpP963b5/f/fjkk092jWUZGRnG72Ln8ZAejznpTSLm7MD+0t/TGkzrDI7UgN+uXbsaJdgPPvhg4wYczQyqfdkcQK9jqQYAa58CAAAIFgIlAQAAAA8Gta0nNw1qIy9NLS0BVFE3D2prLA/26El+LR+kF7/95bzrXC8sOAMd9EKCnpz3RoMfzJkYqgLN5qIX8f7880/Xc3oxUx+e1sdXX30l6enpEg66Hs3lMfVigb9lqjU7oKdASb2QpCfm9cKPOUOlZh389NNPy12uXjzwRi9kffPNN3LmmWe6gj70QoQGgrirUaOGfPvtt7JgwQKpKkLZBzUrkV441Iului7GjRtnPDzRIAi96ERADBD9NPhGLyrrDRLmjFI6Fuv4XJ74+HgjOEYDWaJJsPZtwR63g73fDOY+H1UvSNKJYEnvNBhdb1LRUty6HTuDjjWAUIPSzZm8PXEGBgajlHBFaHnsxo0buwLGlQZ46vPe6A065ooHZhqYrcFKWuVAg0idY56WdXenAUOapddTlt3K0iAsDXA3Z3PTG4n04c4ZkOXpd1UkCOV30WB93Q8df/zxxvrTAEJnEKE7DQjT3x7mcuvhXr6/9JhI+6BmN9VgSKXHVrqN68PbflczRupvMHfal/U3urNPa3Dc2LFjLSW+3Wlg5OTJk10ZrZ9//nkjs6VuQ7FEAx61H5uPf/RGD3146sd6A6neWGqXlkHXzOnO0uiaTf2NN94o8zrNClqZQEkdt6ZNm2asn3nz5hnP6Y00esOK86YVb8d3RxxxRIXfFwAAwA5KbwMAAABePHtKFxnWo7RkWEXo/M+cEv4sGNFGL4hpZo6K0GBJzeKhFxX0hL43eje7ljDT8m7mO+ergtTUVONCiwYLeLsYodn2NNuAZm+KtYsP7hdw9OKC9hnNLKoXacq7aKXZsTRrlrdgOyfNXKgXBTQDiCd6YUNfo21c1QIwQt0HNfBBAyA1EMfbe2nWOM16FAmZiwBUnganaHYyzVajZQn1oqud/b2WmNRygbpf0P2Ds9RjVd+3hWLcDvZ+M5j7fES3devW+R0k6R4s6asMty6/KtJAGQ3A0UA1LROsGcvsVAl49dVXjSBmzZ6o230k0N+VGpilAeNDhgzxuW/QPqGv1eNKb4GSSjPxaSCRt2AkfU8N5NMxqDIBS+X54IMPjAByzfDpjY65eixdkZsZQymU30WXo/sj3S9566cayKdB/dpnIm35/tLjAL3hQMc7DQL2RrcNzQatgXgavOqJ3oiiWRGd9KYUzTLri24PemODc91qoKYGYWrAcqzRgGkdB/U4xJu+ffsaGWf9LVGtY9LPP/9srCNf58sCQT+/3lCjAeaafdwbDfbVbLDLli0zMpYDAAAEGxklAQAAAG8HywnxMuaCQ+TOH5fKS9PW+FWGW89jayZJDZLU5VRFrVq1kttuu8013aVLF79O3r7zzjvGCVwzu8vo1auXMa+Wo9KsA1oaSsv5aGYjPUGrZaI6dOhg+/McddRRrr9r164t/tDMI+Z20FJ0dmiGBS1nqbQckh1a0sr8Xhrs4Y0GB2ipcs0UoIEkegFTy8jVrVtXmjVrZnxn88ls/dzmZdevX9/jcjWLlPl1WvbaGzuv1ZP35tdUhJZ2Ko9m4NBMVprVQrNiaIkozWSpWa30Iq9+f12OBtH5c0FBv5P2wdWrVxv/bt682QjU0Cw7WgbOfNFd+635uwbqwkVV64Pe6PL04raWU9ULzloWTteFjlUaWO3rQhQimwag+Jtp1ttyqqLrrrvOVX7e10XMcCz3hhtucGUbqugy9MaLu+++23jo59Gym0uWLDHKK+uYo8GTmsFGl9+9e3fjWCNYN1BUdDxu2rSpZT5djh2B3reFYtwOxX4zkO1S0XWKyKK/EXTduwdKlhckaSezpC43XJnZI4UeHzozlum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          ],
          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
        }
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        "installedInventory": {
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          "source": "cache-reused",
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          "text": "IceCube-260115A HPD center bounds -1.6776450677775423 2.1880929758975394 -0.842579385914841 1.148600896211898\nIceCube-260807A HPD center bounds -7.5576014824034745 3.692549710898673 -1.7115098219254687 0.9745307286667432\n"
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          "exports": [
            "apply_figure_style",
            "set_frame",
            "panel_letter",
            "focal_palette",
            "bar_with_points",
            "strip_with_median",
            "goodness_arrow",
            "two_tier_label",
            "end_of_line_labels",
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          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
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      "script": "from astropy_healpix import lonlat_to_healpix\nfrom matplotlib.colors import ListedColormap, BoundaryNorm\nfrom matplotlib.patches import Patch, Circle\napply_figure_style()\nmpl.rcParams.update({'font.size':10,'axes.labelsize':10,'axes.titlesize':10,'xtick.labelsize':8,'ytick.labelsize':8,'legend.fontsize':9})\ndef grid_map(m,xlim,ylim,nx=760,ny=420):\n    x=np.linspace(*xlim,nx);y=np.linspace(*ylim,ny);xx,yy=np.meshgrid(x,y)\n    center=SkyCoord(m['header']['RA']*u.deg,m['header']['DEC']*u.deg)\n    sky=SkyCoord(lon=xx.ravel()*u.deg,lat=yy.ravel()*u.deg,frame=center.skyoffset_frame()).icrs\n    values=np.zeros(xx.size); sort=np.argsort(m['uniq']); keys=m['uniq'][sort];d=m['density'][sort]\n    for lev in np.unique(m['level']):\n        pix=lonlat_to_healpix(sky.ra,sky.dec,2**int(lev),order='nested');q=4*4**int(lev)+pix\n        idx=np.searchsorted(keys,q);ok=idx<len(keys);safe=np.minimum(idx,len(keys)-1);ok&=keys[safe]==q\n        values[ok]=d[safe[ok]]\n    return x,y,values.reshape(xx.shape),center\nmorph,axs=plt.subplots(2,1,figsize=(10,9))\nmorph.subplots_adjust(left=.12,right=.95,top=.86,bottom=.11,hspace=.43)\nlimits=[((-2.6,3.0),(-1.85,1.85)),((-8.8,5.5),(-3.45,3.45))]\nfor ax,event,lim in zip(axs,['IceCube-260115A','IceCube-260807A'],limits):\n    m=maps[event];row=df.set_index('event').loc[event]\n    x,y,v,center=grid_map(m,*lim)\n    region=np.where(v>=m['thresholds'][50],2,np.where(v>=m['thresholds'][90],1,0))\n    ax.pcolormesh(x,y,region,cmap=ListedColormap(['white','#F3BA95','#0072B2']),vmin=0,vmax=2,shading='nearest',rasterized=True)\n    circle_sky=center.directional_offset_by(np.linspace(0,360,721)*u.deg,row.circle90_radius_deg*u.deg).transform_to(center.skyoffset_frame())\n    ax.plot(circle_sky.lon.deg,circle_sky.lat.deg,'--',color='#222222',lw=1.3)\n    ax.plot(0,0,'+',color='#111111',ms=8,mew=1.4)\n    mx=lim[0][1]-.65;my=lim[1][0]+.55\n    ax.add_patch(Circle((mx,my),.25,facecolor='#dddddd',edgecolor='#555555',lw=.8))\n    ax.text(mx-.35,my+.4,'Moon',fontsize=9,ha='center')\n    ax.set_xlim(*lim[0]);ax.set_ylim(*lim[1]);ax.set_aspect('equal');ax.set_xlabel('East offset from best fit (degrees)');ax.set_ylabel('North offset (degrees)')\n    ax.set_title(f'{event}: nominal 90% circle contains {row.circle90_mass_refined:.0%} of map probability',loc='left')\n    ax.spines[['top','right']].set_visible(False)\nmorph.suptitle('Similar area does not mean the same part of the sky',x=.12,y=.975,ha='left',fontsize=10)\nmorph.legend(handles=[Patch(facecolor='#0072B2',label='50% map region'),Patch(facecolor='#F3BA95',label='90% region, including blue'),Line2D([],[],ls='--',color='#222222',label='90% circular approximation'),Line2D([],[],marker='+',ls='',color='black',label='Best fit')],loc='upper center',bbox_to_anchor=(.53,.943),ncol=2,frameon=False)\nmorph.text(.12,.055,'Pixelized regions from the supplied maps; whole threshold pixels shown. Panel scales differ.',fontsize=9)\nmorph.text(.12,.029,'Circle probabilities integrate the renormalized, piecewise-constant map; they are not source probabilities.',fontsize=9)\nmorph.savefig('icecube-2026-shapes.png',dpi=220)\nplt.show()",
      "status": "completed",
      "startedAt": 1791511348143,
      "cwdBefore": "$DATA/notebooks/cmuzipxm4000grxoq6u2ose79/01a11b81-c5e1-7663-a4ea-873f68e0e1c8/data",
      "executionCount": 12,
      "environment": "default-python",
      "rootFrameId": "root-frame-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "agentFrameId": "root-frame-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "messageBranchId": "message-branch-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "runtimeSegmentId": "runtime-segment-64350fb5-6e37-4262-bfce-77d6a124447a",
      "promptMessageId": "64350fb5-6e37-4262-bfce-77d6a124447a",
      "text": {
        "stdout": "",
        "stderr": "",
        "traceback": "",
        "plain": []
      },
      "outputs": [
        {
          "type": "display",
          "data": {
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Rtj3xxBPLSosf5Rt32223ad5m8ZtgrbXWyk+/e/fujSoNEyXYCoe7/PLLp/rOV199VTP77LNXVJ7x66+/runZs2d+mHJ+l7VXUSqzcB3GPQnQfq+JbXWZ3nvvvaJr9R//+McmLfVS6fife+65ovEffPDBjVougOYmIwgAtJDIKhAZBwrFW1GR7SPKS5RrmWWWyUrDRDfbbLM1w5wyLWaaaaYsi0Sk6I831OaYY44Gh4nMDqXlReLt7Pfff7+sacYbbPvvv38+w0OkxI9sI5F5piHxZne8PR3ZN8pR+tbdKaeckjbaaKM6M2Ccd955WZmWwnIqkR2lIVHaIN5sz4k38aJUQGH2lFLzzz9/uuGGG4o+iww7b7zxRptZrsaIN/9vuummos8i20ljUyuXZv2IN+gLx1VXthCI0kmFb3VKf9s8LrroovTVV1/l++ebb76s3FhcX+o6J0VGqMLMIJFNLNLllyPe3i4svxVZj0466aQ6vx9Zro4++uh8f6SB/9vf/lbvNO6+++7836usskraeuutp/pOvEle+KbwXXfd1eC8H3744fkybJGdKcqrVQvHG7ScuBcqvL5FJkbqFlkFP/nkk3z/ueeem907l1MKZqWVVsqyW02rf/3rX9k9bejatWtWdqUxCq9PCy20UJa9qtRcc82VDjvssFqHqcuxxx6bfvjhh+zvHXfcsazfZe3Vq6++WtS/6aabttq8ANUrsiMWXqub+vlLc48foLUIBAGAFhAN2vEAKH5MFAZ0RCr0Hj16NGqckbI9gkgWXXTRJpxTplWU+PnHP/5R8XaNEgCFDVjRsFZOI1iIB68jRozI90eQQmEK46YS+2sEVhQ2Th5xxBH1DhOBG5EauLTRsaFAg6FDhxb1R6BLYTmCukRwRv/+/Ys+e/TRR9vMcjVGPGz+7rvvij6r7SF1uQYPHlzUH6UeCsvMfPHFF+mRRx5p9PiBxotzfwS9FTr55JNTt27d6h0ugkFKz0lxLSosLVObuC8pnV406DUkGtwKg1GjRE19qfILz7FRsqy+4IfCANpIzV+X++67L91zzz3Z3717987S9QPQvOJ8HgGLhcGDLR0YGsHyhQGI8Vsoggkbo/D6FAEMhWVY67o+ffPNN0W/vUpFacoIag9R4rGc62p7VlrSdM4552y1eQEAoJhAEACqRrw13xyiYbcwM0FjxJu8hVkJokH7yiuvTDPPPPM0jXeRRRZJe+21V2pPJk6c2OzTaIpt1hq23HLLov7nnnuurGwghW8qRP3pffbZp1nm77bbbivqj0wiUQO6IVE/fPHFF8/3x5vuDS3byJEji/pLgzvqU/rd0nG15nI1Ru5BcuHb9BFI1hixv9x66635/ng4HW/mR4aR+qbZnk2aNKndXn/qO49GwEBjNBQYUK3bKbZRY9dZS4p7hVGjRuX7IwvITjvtVNawq666alEQ4Pfff99gUNcDDzyQnRcKgxnLOb/E29e77LJL0We33357nd8vXKb6AlgL/y+2V2njUk5kAYlsIDlnnnlmm86S1tLniHLuk3766aesa8/L0pbmpaXmrSXuo0vPzW353Dkt18NqWIcx7pbeJ/75z38WBT5H0GFLimnHb51ffvkl649A+oYCuOvTmOtTGD16dJ3zd/DBB+e3+QknnJAFmbdFTbXvlF5Lyvkd1RLi+GhskH5z3i+3xnmrJX4PtZf5i3Uf+2zhS1rT4/U3lqels4C29XsKgGolEASAdumll17K0pZHGvR55pknS0PbpUuXrFGzb9++WcrZeGM+gi3KLa+R8+yzz6a//OUvWWNylPWIkgnRxdumkTY43jgqLKtQjrPPPnuq7A+VNGw3Ru7HbXS5B2WVPLwuTIk4LUEVL7zwQjrooIOyAIXu3btn22r22WfPMjfEg8O6Gnlae5u1hgUXXLCsB4yFbr755jR27Nh8f2n5oaYSP9hzb17n1Jbavy6l373zzjvr/X4u1X9O7DvlitI49Y2rNZerUrEPPPTQQ02WDSSCXgr3l2233TY7b2611VZp1llnzX8epacKS0W0NfHgqvAcVfjwMNJwX3LJJWndddfNUnnHOSe6uDbsscceWQaYaRHTimCaCBiKYLzI1BDXn2gYX2CBBbKyGZdffnm9mQwqXaZopIjrSJw34xwX04uH7BGIFI0fn376aZ3jjWtglPFYbrnlsuEisCC2eVwnTz311Iq2c1wLCuexoQeirbWd4rj573//mwUqLLHEElnQZSx74XXhmGOOye4l2ppcmvuc5ZdfvsFsIKUl5wrFsVyf0sxTlZz/IjNZuee/wmCTOFbqEvtmoboe0sf9w0cffZT9HcfFtJwXm9pnn32WleWJ82pc12OZYv+L/XvuuefOAm3iPBHZuyKzW12NH015vMUxEeWDBgwYkDVIxvzEftVQ9rI498Rxut1222UlE+I6kTuW4o3vCDyK5YyMWLHvNmdgRmSrivX6u9/9LjtPxLks5iXmKc6FURqo9HrZUpprPUUDTWQF22+//bJlzN1Hx7JHObwIII7plmYNa0jsG3XtW9Efv5+ijMW8886bX474O4LSys1Wlxt36T1Y6W+M0q6+3xzffvttFqga14ill14624djfcT1sFevXlmgbFwTn3rqqVSpWNeF89HQNmqJdVgq1s3999+fBUHENT2WP8Yb6yD+jmN72WWXzUqOxu+i0kC/phABhoVBfxE8GNeplg5Eid9+uZcr4p5rWgIPmvr6FAH6uVIpcdy2lTJ6TXk+KT1eSq9P8eyhtuO7KRr76zv24hxxwQUXZMH6cb3N3S9Htph4HlHfc6G4dkfJo7g/jnUSXewPcUxFCdHIAtMYzXneqm9dxAsKud8OcR2KacbyREBTZINsiXvglpy/hvaLSy+9NG244YbZ/UPuHiiu1bnyTbWJe4oI6opreDxfyP1WiXN5ZNOMe5LCQLJpNWbMmOxerXD/jf0w7iviuG3MPpITv/eihG5cP+KcHcue2w8jkHqFFVbI1vu0/k5u7mWKZzeF27mpA7bKHX/uWWvpc9bSe/G6zoFx3Sn8vLHBMaX3VC0drAS0IzUA0MIuueSSuMvNdxtssEHZw77yyis1G2+8cdHwDXWzzDJLWeMeNmxYNi/ljLNz5841Bx98cM1PP/3U4HhfeumlqYZ/4oknappbly5d8tNbfvnlKxr2pJNOKprfBx54oN7vb7LJJkXf/+abb2p++OGHmm222abBdTnbbLPVXH311Y1axubaZq3lggsuKJrn/v37NzjM+uuvXzTMBx98UOv3JkyYME3z9u677xZNp2vXrjUTJ04se/g77rijomVbdNFFi77/5JNPlj2tP/7xj0XD/t///V+bWa5KnXPOOUXjn2mmmWq+//77Ro+vdH8pPLb32muvov/7z3/+U/H4Y92NGzcu340fP76mOZx99tlF83rjjTdmn1933XU1PXv2bPB8sPXWWzdq3u65556axRZbrKxzzhxzzFHROqxrmc4///xsv6xvWvH/11577VTb4phjjqnp1KlTvcPOPffcNc8991yj9vczzjijTW2n+++/v2bTTTet6dixY1nbKLq4p/jiiy/Knkal66BSf/3rX4vGv8cee0zTOaNfv371fn+++eZr9P3Jjz/+ONW6jmt/Q9O56qqr6hxnXMMKx/fRRx9N9Z1PPvkkf0zE9F9++eWatmD06NE1BxxwQM2MM85Y9v4XXV3HX1Mdb/F5XDtqm3asv9rEdebII49s8NxT2sU5sjZPPfVU0feOOuqostdr7FPx/cL72vq6tdZaq+aNN96oaQlNvZ4KPfbYYzXLLbdcWeOL82kc+5MnTy5rvgcPHlw0fNx/hrvvvrtmzjnnbHB66623Xs13331X73qpZH009Jsj1sW2227b4PWssFt77bXrvCduin20uddhqRdffLFm2WWXrXh9xu/upvTf//63aPynnnpqrd+bNGlS2ftjJd57772i4+3oo4+u85xZ7u/fFVZYIT9MHEfl7tcvvPDCVN+J38Dx2zb3nSFDhtS0BU19PonrVmOO78suu2yal6WuYy+eJ3Tv3r3e6cf1Off9nClTptT8/e9/b/DaPfvss1e0PVvivFXXuvj3v/9d53U/13Xo0KFm//33z36vNZeWnL+6phXnrFlnnbXO6dR2Ho5je/XVVy/7WePJJ59c9rOWuP4XDh/P3ULcG9c3n7lul112qfn222/L3gbPP/98Nkwl96YrrbRSzWuvvVb2NFpymd55552iYeP5RWt8v5LjurDL/V7ffffdiz6P38aNUfoctqHntsD0S0YQANqNq6++OnuLt64o9Yhob6zIqhBvND366KNT/V/Hjh2zt40KRSR31EZef/31syj3+jz22GNF/fHGTbwBXc0iGj3egit9OzjeWqvtzbIob1NpWuHm3Gat5b333ivqj7fkG3obKzKuFH4/MhTk3mr6+9//nr1lFBlYcm/ZxNvJkZHm+uuvr+iNgXfeeaeoP95ErOTtu5VXXrmo/9133633+2uuuWZRf+7Nv3KUlmcpfUO+NZerMee9QpHBozTjSbkia0Th+SgyS8SbUTm77bZb0fcHDx7cqDJY8YZRrmvobfOmFOeQKHFT+GZXbMs4H5SKt3HjjdlK0uGec8452Rvdtb1NWNu5LbIdxRvq8bZTY7MqxRuIhx12WNHbRrVNK/5/zz33zJ9zY3o77rhjtk4Kp13bsPFG3qabbjrV+ae9bacY32abbZYefPDBqb7foUOH7A202sQ9RZwn33rrrdQWlL6JW+nxXvr9OO7rygoW1+rIslAoUuyXK94mzl1zGjoHRva2nPreyC3cD2OfiLdES/3pT3/KL9P+++8/1Xm4NQwbNiybj3gTvLZMAnHsxX7Y0mJd/fnPfy7KyhD3R7l5qe0NxNgGUWYoMpbUtu/E8dpSyzJixIjs3v/cc8+t9a3M2u79I+NGvHla2/1hU2rO9XTFFVdk1+fCspL1ncfj/BeZnyLbRGPfjo2sCpERqDAbXW330yHuJeJ+uqVKjcW6iOxGtV1L6zq3P/3009n2aY6SfS29Dp988sk0cODA9Oabb071f7GPxdvVLaX0fjyOtRDnmOuuuy5tscUW+axDcXzGOXy99dbLsuF8+eWX0zTtuLZHNrbc8RZvlEfWx2nVmOtT6XA5xx13XPbbNmy//fZpo402Sq2tNc4nLS2yxMTzhMKsh7UtW1yfDz300CxjT07cp8f9duG1u7Zh4/4sju+XX365TZ+3ImtulM4rvO7X9ts2rv+RPS/unZs6c1Bbmb/IfBj3iYVZGuOcXPibo/Q+KDIexbO6559/fqrx1TafkRni5JNPzn6vVFpqJiey2MS5rXA+C+/VCt14443ZtSN3nmlI7LMxTG33pnXth5HRKJ6fTEuWteZcpmpw4IEHFvXHvt6Ye+SHH3443x+ZSTfeeOMmmT+g+ggEAaBdiBvj+CFR+AMmHixFQ/drr72W/TiMBxXxYOjtt9/OUj/GA7NyHsBGisRIH1/4oCMaoaOhPBpIorE8phuNKfGDJlIa5kQjfKSBrq+RrzTdYfy4r3bRcPnKK69kf8ePyHgIEg+VYj3Gv9Ff2tB/7LHHpptuuqms8Tf3NmsN8XCzMNVyiBSd9Rk+fHhRTeZIWxrLFQ9bI+Xv3/72t2w75H5UxwOXWCfxYzsaYuP7kTa6HKUBE5FWtRLxsLTwQXg8FBg5cmSd3y9N8x/HdH0lXnIeeeSRoged8ZA4zgVtZbkqEduu9KF/pHOdlqCSwodd8YC38IFWBG+VHitNHdjSXOKcEueQEKVA4gFvbIc4D0T3+uuvZw8CC68JTzzxRJaqthyx/0VjauH6i+CBOGdFuuGYRjx8jgdmUbagtGEoGmMbE1Rz+umnZ39H2avoj4fQMa047qOkUZSYyIl5i9JQMR/REJErCRKpi++7774sJXAMm0sNHEGJOfFZpMxu79spJ9J6x/1BNARHQE5cE+L8EV083DzttNOKAu0irXM02JTWuG8LKk0VXBoEE/11Hcel579IDV1YIqocpefMuqZVWA4v9se6FJbqihTqpan445qVK6sQZX5iO7e2OE9HqcLCoJpoAI1jKvbB3P1PdBGkGYGsEXjX3I23cZxH2vIQafHjXjqmn0sjHWVp4l6g9KFy3E8VltOLa1xck2Pd5853cUzFsRv3LfF/lZQvKlcEqcW8FO6ncdzGeTHOFXEPGF2s39hvCq/1cR6MwL3muoY153qKc/0f/vCHovvUuF+La3icz3LbLwIJ4n62dNj4vVSpOM9G4GKcbyJgOMpDxP1i7n467jejdEHh/U78/opGttrEOTyO3ehK9/NoYM39X21dfcG4cU6IBre41sb+kTu3xzzGvV8EbEZDSE7c/+6www7Z9mhuTb0Oc+I3bpSUKGwIjeCoOL7jeI79JH7/xrEQ+2WUrov9p5KSipUoLdcQ2yQCVaJ8RsxnnN9jn4/5ii722ccffzy7L4mSDyeccEKjy4NE0FVhA3kE3kXpt2lVeH2KYNK6fiMWXp/iXBQBL4XivjkXYBD7csxva2uu80nsx/Udt/HyQW3Hd20BFtNq6NCh6aijjsr+jvvieB6QW7Y4P0RDaenzl7gvj3NI/GaOQJlcUFMEVMd5I7de4twd+21OHGtxn1pJIHlLnrciuPn//u//8vdIESAT56E4P8Q0I4glGqALAyHiWVXpywDNpSXnL6Z14oknZn/HsRrPhD755JP876gI4C1tjI99KdZ94TOmfv36pcsuuywLZIth41wcAXEReFQo9rMo+1fpfXucU+PaEOK8Hfc4H374Yf4eJ/aR2L8Lj524B4ryjJVMK/bjKH2UO0fnjo/YH+P6FOtnscUWy38/1lG8PBTXmUq11DK1prifi3NaaTmxhu5xcssc95DxAlJOXEcrvWeN/bLwXDRo0KBaX6wAyLR2ShIApj+VloaJlN+l6aB32GGHmrFjxzY4rTfffLNmxx13rDe9bLdu3fLjjRR/F154Yb3jjPSRa665ZtnpukvTA59++uk1LaE1S8PkusMPP7zOtLLx+SGHHFL0/d69e2cpdevTEtusNfzvf/+bav3VlnK4UKSWLC0hsOeee9a6LWaYYYY608I3tP7CfvvtVzRcpEKv1Pzzz180jkjDXZ9IE1p63P/66691fv+tt96qmWuuuYpSyja077bGcpXr0EMPLRpv3759G51mO9IeL7TQQg3uX0cccUTRd4499tiKphOlCAqHj+OzOZSWQMh1sf/XV9rnn//8Z9H355133ix9eUPnnJlnnrlouCg/VN90/vGPf0w1b1G2pDHLFPtBXds9SnMstdRSRd/feeeds30//j733HPrnN6nn36anXMLh41SZvWZ1lIVzbmdonzE73//+5rXX3+9phxxXSgtLRapwVu7NMxf/vKXovHvtttuFQ1f274X15fa3HzzzUXfi7Txldpnn31qTQdd6uGHHy763vXXXz/Vd95+++2ie5cTTzyx6P/j/L/IIos0aYr5aRX3oqWlzJZYYomyUruPGTMmu0+KsofNebzFcVHftTMnvrPyyitPdd0p55iKc1GUNXr00UebpOxGnPMGDhxYNMxWW22VTac+UQqucJgVV1wxu/41peZcTyNHjszKDxSOe6eddqp3+11xxRX5c36uKy0V1lAK/cJ1/PPPP5d93xllGBoquVhXyvhKbLnllll6+3JEGYEox1A4zbi3ae7SMM21Dq+55pqprp/l3AvGOOOccdNNN9U0ldgPC8uBxfn6zjvvzMpvlvu7I7rf/e53FZfni1KOhaUkYj2UamxpmCg1WjhclK2o7Z6pR48e+e8cdNBBRf8f26TwvNAWfme21PkkDBo0qGiYWKfNpa5jL+6X6rq3/OWXX2pWW221ou9vv/32+XIZxx9/fJ3T+/rrr2sWWGCBissvtMR5q651scwyy9SMGjWqzuGixE3p87WmPFe0xvzVNa241y+nvEyUfiotlxjPuOob9vbbb5/q/Be/YSq5Jua6BRdcsGbEiBF1Dhf7UmmZlXKe4cSz0KFDh9aUI84Npff15ZSobMllaiulYeoqkxWlqMt18cUXV3zM58S5Lsq7Fj5zqaTUKTD9EQgCQJsPBIla34Xf33rrrZus5vCmm27a4IOf2kSwQmGDc69evWp9iBfzWfjArLBme7UHgsS6bejhe/z/hhtuWFHDc3Nvs9YQ81HaSB/1qhty3nnnFQ1TWJM6us0226zmkUceyS9nPHCJB3zRYFG6ve666656pxWNy+XUBK9PaW3q++67r97vx4P00v1j8cUXz340R4NhNOR+9dVXNU8++WT2w7mwsT5+DJdTF701lqscUWe4tJH+hBNOaPT4Hn/88aJxRWNqbaJBsvB788wzT4MN8G0lEGTdddct69rQv3//ouHqapDL2XXXXYu+v/HGG5c1nQMPPLCiRvbalinOrY19+BbTb0gEilTyAKopGqabazs1RjzcjSCTSgJOmjsQJGqal9bprsTee+891Tq/8sora/3u5ZdfXvS9AQMGVDy/ETxXzj4U1/u4ruW+Fw16EbQSjWtxbbrhhhuKHmjGg+Evv/yyaBxxfs79f+wfTd3A3xil90sRGNhQQGu5muJ4W3bZZcuuW1+678V9UmyfplBpI3vUlS89b5S7HKV11xu6v6lUc66nww47rGjcsZ+Xs9xxf1C6H9Z3LqutwSx+K/z2228NTqv0PjwCypo7EKRSsRxLLrlkfprRgN9Q4EFTBII0xzosPKdHA319jafNLc7JhfMd5/HC4Iz4fRG/M0aPHp19P35/RBBgBH6Urqu4typX3DOsscYa+WH79OmTBdI1VSBIKAwMjYbdCET86KOPsiCAaOzt169f/v8jeCACU+p6vrHYYouVtR80t5Y6n7SFQJBVV121wXksbbAtfNGgIVdffXXFjeMtcd6qbV3ECzOfffZZg9OLYNrC4WIfb+r7qpacv9qmFQE85QadlQaSxjOHcoaNZ1GFw/Xs2bPeZ0y1/W6LwLl4ttGQ0nNc3H+UE+hbidLzbZzvcuf0trBM1RQIEsHkhS+4VbI9b7vttqLpRuAZQH3kCwKgTYs639EVpi2PFHhNkfIuUnlH+tfCNP9RM7YckcoyUivmROrO2sqaRLrq0tShPXr0SNUutk+kI2+oNE/8f6T8L/ze4MGDsxSVrbXNWkPUYf7444+LPotUtQ2J/atQYV3VSJcfqT+j3EcubXKUU4rU5LEeV1tttaJh4/MoO1GX0pq3pWkwy1GaHryhOroxjdje5557bppjjjny9bkj3X6k2Z199tmzUiZRxzdSy+bSZkfK7EivGSm6G9Iay1WOSD89ZsyYfH8cI41J9154XBWqK8VulNRYcskl8/2RBjdS65arNB1qc5QLqMuFF15Y1rWhtOxQpPKuy+jRo7PU2IWpsCN1bjnTiTS4vXr1yvdHGtxIHV+JXFmH+my66aapZ8+eRZ/FMZ8rK1OfnXfeuex10Za3U2PF/hl1ynMiVXJhaanWsPrqqxf1v/XWW1Od6+sT9eVL1XVOasnzX5zDImV+bhqRjvqYY47J0qFHiv1IPx0p0wv3/cJSVZE6PLdPx/5z8cUX13uPUdd9RFOKtNmxPxeKe9S432grIuV8Oan4o1RDXGsLxTaotFxaU8534Xk3ynOVW1LgzDPPLPpu6TaaFs25nuLYueqqq4o+i+tNOcsd97eFpQU+//zzrMRBJf71r39lJY0aEqnHW/q6UalYjijnVlj+LFL5N7fmWIdRuiwnUuzHvXxrKb0W5Uqu5dLcx/Uqrt25e/a4F9lwww3T/fffn0455ZSiYaO0zS233FLWdOOYKywJE+u58P6qKcQ5JvcbPY7zKF8RJbViWaLcQ5SUKPyNFSU4C39THn/88UXHbX37QUtcn1r7fNLSogxPYdmluu6vCpcrxDCl5/TaxD5QuE2b47zXVOetKMFYWP6xvvPQiiuumO+PfbyS33yN1ZLzF/eNpSUGaxPHfJwDCsV+Uc6whxxySFYaq/A8ee2111Y0n/FsI0o2NSRKp8Q5tfDcU/g7tSnEPfZf/vKXfH+UkIkyh5VqS8vUVkU5zsISjbHst912W1nDRrnHQvvtt1+Tzx9QXQSCANCmxUOi0h+Effr0aZJxR23cQhFQ0FDgQqG4aS/8ftTWLVXYMD89BYIMGDCgqMZofaLROWry5kRN36gF21rbrKXdfPPNWR3x0kb6jTfeuMFh4wFRbXbccceioJdS8SD57rvvzgKrCn94Rq3t+hq86mv8K0dpI2M5ARPxgO6www7LGnLigWxDor51rM94IF2O1lquhpQ+vI1jaqGFFmrUuGJ+Sh+o1FdrufT/SuelofUf08t1lTRgT4sIbCp8CFefCBQq9Pbbb9f53Wi8iAdgOeuvv37Z57YIzojG7UKVPEiPfbiwoaEuUZe9dNm33XbbqYJDajPPPPMUNbbXty7a8naaFnFstaVGzXjoHUFuObH/Rb37ckQAXNTgLjVu3Lg2cf6LZYtjqr5AiS5dumRBHvvs8/+xdx/wTVXv48efllWQvWUjQxQQWaKitChDpqDIUAEHuHAguBXFBS5EQBQUVBRFEESQIQJKRVSGDEHZQ5C9Z2lLm//rOd9/8ksz2qTZyef9et1Xk5ub25OTmzvOfc5z7s4yf+DAgZKSkmIe9+vXzwSCOh4Phw4dasbb1s+hN1T0RqH+FgJ1Y0PXq8dOqyuvvFLatm0r4aJSpUrSunVrj5bVm6y7du2yPdfAhl69ekkorFq1ytxQttLzoTp16nj8/ooVK5ogWPvgKH/deA1kPek56alTp7L8XhyDdt3Rbd4xeM6b442eXyUlJYXVvjnS9u2BqkM9xtvv5zRAN1TcXXfoMWvWrFnmppY7L774ormZbk8DKnKyadMm816rdu3aOZ1b+ev705udut/M7rvQG8sawG/vmWeesQXT62d0vIbTQHUNUGvcuLE5ZurxSa/BOnToIDNnzpRACOX+JNj0vLx58+YeLasB7/b0BrQnQQkaOGx/Tq7nWvbXB+Gy39Kb+I6BZu5om4ieT9nz9CZ0bgWzfNrm5rjPcWflypUmGNxKA4bat2/v8Wdy7Hzi7e/Fm5v4jssG4jvzx/Ez3D5TuHrwwQezDfBwRYPjFy5cmOW819PtFUDsIhAEABDWHHtPO/Ze9ue6vT151gYc+wYB+55K2dGh2aKdNmx5o1OnTlmer1ixIqy+s0BZs2aNU2NItWrVPO696phtxtoY8dZbb+X4Xu3hpr2x7WUXCOKP7djxPZ4E8WjDcq1atUxwy/bt27O8pr3aHNehDQd6M65jx46mB5uvZczNe7wJTnLl8OHDMn/+/CzzHBtkvfHNN99kueF71VVXmTp1RxvY7T+DfgeugtrCyfXXX+/xso4BNdllwnHsiXfzzTd7VS7t5ZTd+rJjHyCXE8cejp42iDu+V2/yZGRkSKR9T57SQAL7QCWdHLPW2Pf6DQUNfnNsENWeyTl9fu3NOGjQILfrDJf9n94o3bp1q7kBqDdDNRBJA3wbNGgggwcPln/++cepUXTBggW2RnUN7nDMdvPnn3+aY7v2ONeMV6mpqWa+1pm+T4Mz9GaCv7ftQJ6j+oNmy/L0eOT4WfSY64/se7nh67meY2Yd/d2vW7cuIGXzZz2F8njjzb5ZbzjY94z3x77ZV5qVwnHf7tiTO9D79kDVoWPw6f3332/bxwWbq+sOayCEJ5mQ3n777Sz7JM3Ald12qvtsDQq0Zh3R79QxeN6fNFBDA080I5HuP/V70s9Vr1490+tf9yP2PeWtN5AnTpxoy4CiGQrtaSZDzWKo71u9erXts2igtAZG6o3qbt26+f07DeX+JNhCcb6svwVfg90Dsd/SQBf7AG9/tcH4SzDLp4FPngY4O27f+n+9uZ53/L388ccfHp9Ta9uP7iO8aWezP+/w9TtztR3q+jUwO7fbYag/UyTRAHb74FA9z9yyZUu279Hsg/bHY20n8vRaD0DsIhAEABC2tOFWbwhY6YWcnij7gza2rF271vZcG3n0ZpA1xa1O+v+tk/bksU56Q9U6WVPfKvteBFau0ta6600VTfSGjjf0xr09++8m2N9ZsOzevdsEK9jfoNeedNozzJOe/MrVsBvacOnYyOVO3759szzXwAnHIWrc/S9rQ6Y3HN+T07AhevNTG1bse99qY6kOF6OBCdoTS29+auOEXhDbD2miw+LodqXBNtkJxefKyeTJk83nst8uNNNGbjlm9MguG4iqXr16lowq+tubMmWKhDNvsqXo92PfuGffY9KR4zAh9imKPeG4vDc3I7URzVOO25wv73WXPSKcvydH2oipWTR0H6c3djQIUHvy6k0a/T3ZT44NlcHKYpMdHa7GPnuYZsrS44W7sum+UD+rBkS44u6YEqr9n5ZHs1Zpw7v2btfPp8d3vfnmuI3oZ7MfAs5xyCU9Pmj2Bx3GyV0veqU36jSriL8zV2Q3rE+oeZp9J9w+i95AsVezZk2PzvXsz/fss+r483wvkPXk6/FGU7Db37jR8zlPM5R5m3HMPvODN/tmX+l3rhnONIhag1p1X6BBwZplwXHfrkNOBXPfHqg6dDz/mzNnjgl80wwTjgHSgeZq/67H6d69e3tcR3qdYm/JkiVul9ehGez3B6+99prH1zi5pTfiNShRb8b9999/JjhbAwx1WBXHYQ70RtyAAQNsN3x1eBj7YaL0vRr8aH8d4+r4pEHsvgz/GG77k2AL1fmyp/u+YO63vG2D0Wwo9sdLzcYVyIDwYJbPm3MgX38vmmHRftgu/d40a0Mg6kT3UXpeZH9+Yz+crDt6Pq1Dz2owoV7na1uaBiS62g51sg9OC/R2mNvPFItZQbSNSIfazE2WHQCxjUAQAEDY0pN/+0h6TdXq6fjgnqzb/karPteLIPtJbxhZJ704sU7aCGCdNA27lbVx2p7eyHGMzo6FQBBPUqzac0zDa59qPdjfmaYPd+wV4W7KbUpY7fmnqY3t0zvrhfi3337rFBSTHVcpmL3p2aQ9cvSmvyepPx17KOXmhqFjXWd3w1CHhXrppZdsz/W3rw2lmt1Ce3dbb2zqxa824mlvb72RaD+cgNaz9jBxtT2F6nN5wnEIpB49ephtOje04dZ+qCXdH+n6cuIYLPLpp59KOPNmyC29aWHf68h+v+LIcduxb+D3hAYg2P9OtVFNb1b6+zM5Hmd8eW929RGu35OV7pOHDx9u9m06FNjnn39ueuBqA6anDceBDITxlJZfg9vsaQYrvTGjvY01SFb3b3oTUH+b2sPSfig9xxsJ7gJBwnH/50iDQzSDiNLhYBzThGs6but5ld5c04xY1kBB7altP4TM2LFj/ZoJTG/y5faGUjC4CkaOhM9y4MCBLM/1fMmTcz378z0dUs6ev7JWBLKefD3e6PavN6Ny87m9HbbS/kZ2II8ZVrr/Hj16tMnQcNttt5mbIPr71s/n6f8P9L49UHWoN+wcz9v0BqNmmNAbZzqkiQYC6o2jnHoR+8rVdYcGdzgec7LjOHSju+uOjRs3ZrkO0Bvojr/rUJswYYLZDpVm2tMAEnuPP/64bX+m5zQ6xI3uQ/RaU4NL7IcS+vrrr02QTzTsT4ItXM+XQ7Hf8rYNxrEdRsscyKC5YJbPm3MgX38vrt7j6e/F1zpR2bV1aHuqbntavs6dO5tjhZ4L63s8HTYv2NthTp8p2mh2OfvtVduC3LUzajDP/v37bc91CMhAB0gCiA4EggAAwpbjxZOnWRJys25/cbzBp40+9hkorGPKRruiRYt6tbxjI4yrYSiC9Z29+eabLntFuJrcpeHP6aaZphu1z3ajNzu/+OILM06xN1w1XjmmkM6J/VA5rm7AuPtfubk4d/wO3W0nerNcG08dbwbmNM6vBtPozVP7FMF6ofzqq6+6fU8wP5cnNJjFMWuEL8PCaDYQ+4A63cbseyxl1yBhH3invaCzG8M+1AI1hIFjY2NuvltP9m/+/kyhGtIhlOXSfblmzdBME9n1WtXt2v7GsWOQlbvU98GmNw00cMH+xoPuz/S4o1lMtMFQbwLq/sH+t6nHMMdey47nIeG6/3OVOUuHkLGeT2l92G9DehzVYWOsNAjkySefNOeLurwGgegY2tbGZd0XvvfeexFxnuoP3gTlhNNnCcT5nqcBeKGsp0g93gSa3qjSYZc0U1J2n8dx3+4Y6BbofXsg61AD/jS40V3ArwY9ai9vPafXgIShQ4cGpDd1sK47HIeE0e9Wz+/DaTvV46Web1jpDX/7DBoa7D916lTbcw3c0eHLrEPo6HAzOjSMfTZDx2FlInV/EmzheL4cqv1WuH/PwSyfN+dAofy9BPJ/6fajxwbNGOGYOc8x8CuWtsNwo8cO+85MevzWDmKuOGYLue+++wJePgDRIXzOogEAcOA4Lmduxq53x7EXht5ocbz4yc3kimPaaHep26OJtxeLjsu7apQJ5ncWKPoZdGgTx3Fo33//fXPj3VvaC9CRtzclHJd3dwPGMeW1DiPj7We3773grvzWng46VIB97/iHHnrIo/+j24U2gDsGQ7jLBhDMz5WbYVzq1KmTZdxYb+g+U28O2NNgGk+y3WiDhA63kF3ZYoE/jkOO7/FmzGl4TgMk9Ka//XFEg+60wUyzgmgvXD3WaA8r+2198+bNYVvNut/TQAe9YZQT7ZGtWZOeeuqpLMNg6PbmLsW1r/s/a7CGv/Z/jjQg0HoDXzOBaI9we7NmzcoS7GI/hIz9Mc6+l7YOG+avtOeBPE/1B2/2NeH0WRzP9/xxruevjIKBrCeON67pzXMdVsGeBrV+8MEHpne93tzS37Tjvj2a0sprJhwNGNdhVG6++eZst2ftcKB1ptlqxo0b59dy6BANmuks0NcdOpSKfaYQHX5Fj1c5nbs6ZrXSY77jMv4KCNIgEGvwZNeuXeWmm27K8roea6z7Mg041UAQV9+rfTCJfr/+GmqJ/Uls7rdys3170g7jL8EsX7DPgXJ7vRfIOtEANccMg9phRufrsFvahqHboauMuL60k4X7dhiONGDHfptxNTyMZgP78ccfbc+1c49e6wKAJ7IOTAgAQBhxHN/bn2kqHVNFNm7c2G1qWl/pWMgzZ860Pdf/oxc60Xxx4236SMflXTUqBus706wSnl742vf88qRxQCP9tfeXPR3v2nFcUE859vq2/p9AXHTb91hTjuNd50TH2bb/X/odu0sl/euvv2Z5rgEJjuNp5/Sb08ZV65AFOmyAjinsarzaYH6unGgjjP3wDsq+d4i3fvrpJ6fxibWRQafc0JsQOuyGN99FpNPv075RVhvovU3/7jgcmONNFPhOb3zZN3TqTRe9CWOfdj2ch4LJju7/NEvQ/PnzzWdasWKFCZTTAAnd12jv71tvvVW6dOliej/qfB0yxkqzhri7UaeBZtroaD1u6Laq51re3NhzDARx3KfmljZ0WnvD6fngsGHDnJbRTEX2N1jc7Zt0aBFrlqmzZ8/Kpk2bTFYVX2m57IcK8bbuYuWc21uO53s6hILjMHbRWE+O205ubghH2/FGf19vv/227bn+xjXgTdPbR/q+PTcSExPNpJ9Nh7pMTk4258zaycAxjbzu6/T6Qo8Juclg6I7u4+0D2gNx3eG4Ts3klJtsTrrvcBzORud5ElyZHT326LAwSq83XGXysD8+6Y1Xd9kJ9PhkXzdr1qwx37Gv2J/E5n4rN+/3pB3GX8K1fKH8vQSqTrQdxH54LT3f1+xSOpRYTnRf5EsmtXD9nsOZXq/ptYy1U4MGBurQmHqdZ6XXuvbH0Lvuustvgc4Aol/03oECAEQ8TZ1q3zikPVV1yAh/KFOmTJaIa02rGyiOveo1Be6iRYsk0OzrztuofMcLWW95ezN9586dTt9PqL4z7U3tScYEnUaMGOHxevUm1OTJk7PM04bZ559/Ptdl1fFXfU2j6XgTw914uo5BJxpY4c3v0TqGtic3Cx3TRHs7Tq9eEGsWkezWGYrPlRO9yWt/U1Gzm/Tu3TvX69PGHn/S3ms//PCDxBJrCm93+6qcaBCJ/TAlGqCgNw3gXxowYH+ce+GFFzwKAlH2v7lwpcfzDh06mJ6kenNJgy9029L9lQaa6pAB1ptMOu63fUaF5s2bu12vbo+O40p7k7VMjzf2x2I9Rjum/c8NvaFpn91Dh4dx/C067te1AdUdx9fcHQ+85TjMViQP/RdOn8VxKKNAnqOHUz35erzR341jNiB353SRQjPE2Qc4PProox7dTI2UfXtuaXCDHhN0OCwNytBzeT2H7NOnjwlot6fXGfbbha8cgygCdd0RrjRIRTOUWM85NKOH43HUm+OTfn77G8b+Oj6xP4nN/Za3bTCO79FraG8D3nP7v8KpfL7+Xly9x9V5q7/qxJO2Mw0osA9o0TYFT4JAlF5j+JLxLFCfKdrZdw7T+rfv5KDXdvZtO3qOp9kSAcBTBIIAAMJWQkKCXHnllbbnekGt6d39QW/E1a9fP8vFjo41Hwj6f66//vos81yl+vM3+55H2ivMG7lJD29v7dq1Pi3vKo19ML8zf9OsH6NGjXLK9PDOO+/4vO4bbrghy/ONGzd69X7HOtTgElc03b99Q6cGS3jze9Sbk9mV255jz4bcNEQ4pv5311simJ8rJ5MmTXLqJegY0OIpbfixz0SkcpNO3zFowd/BJeGuUaNGWZ57ewxyXN5xffAPzZhhTzNk5DaYKxpuQNjLqdHXcZ/lOHRZTvs/+/2zDt3izZjs7miQ5ZYtW2zZv9yNf21/bqNBLe5oUJ2eU1rZB2f5wnHoP8fjQSQJp8/SrFmzLM8160Es1JOvxxsNDNPMYlYalJXd7yISsG/3jJ6rtW/f3pxH6jWVfWY6HS7F8XzQnx0cAnHdocGPuTlntd/Pu1uPHg98oZlANDOXNcDjySef9On4pOwzUfrr+MT+JDb3W962wWigpX2wwBVXXOHzbyQSy+fr70UDtK1DRVmDQNy1qfhaJ9phyz7QQtsxXGUfiaTt0NPPFO00YKxixYpZhuW1BpXp9d2+fftsr7Vs2TLbIEMAcEQgCAAgrDmmRv3yyy8D1pD1zTffSKA4NhJp72UdtiGQ7C+etCeY45jr7uhNnWXLlvn0v2fPnu3V8rNmzcq2oT0U35m/aNDPkCFDssy75ZZbTIS/N2PXuqPrsqepor3peaFDm9jT9MXuOPZm0jS3nm5Tjo3QOsa5O449QLztlaON3jrmbXbrDMXnyo4GNmlvTn8NCzN16tQsKV01GM3TTDf2kzZs2Q+3MGfOnCwNXdHu2muvzfL8u+++8+r91qEtrK655hq/lAtZOY6p7k0AlWPgRCTT37x9QJk2EOaUYt5xn+Xp/s/Vsrnd/zkGomoGEKXHyLFjx7odssw+6CS7m2d6/qPHBSvHoQJyy7FuHYf2iiSOn2XatGlZggqCyfFcb/r06T71TI2UeorW440vQ2Gyb/eeZqbTrFj2dDgsf9GAE/uACz1PdByGMDuO1ymOnSXUJZdckqtz1ilTpmRZj3YgcFzGl8x9x44dMxlArEaPHu12mFBPj0+OQyL46/gUrfuTSBDK/dZff/3l1e/R0zYYfwnX8jn+XvR78Cajri+/F22n8ybwRNvZ7M+J3NVJKLfDQH2mcOTP4b41yKl///5ZMgRZ25ocOxLaLwcAniAQBAAQ1hx7sn7++edON659Wbf9jXjN2OBteltPdezYMcsFoV7oaCo/bVDyhV5g6U2SnIa80CwHnqZ71wsxX9PS/vHHHx73BNByWXtWqUqVKrm9eA7md+YPepPMPsWj0rE/taHSX71ZOnXqlKWnmda9pw2+n3zySZbn2vM6u4CJbt26Of0e7W+uufPjjz869fJo0qSJ2+XtMwEpHUrJk/9jtWDBgiwpebV+ateuHfLPlR0NcrO/maQ9ifS7zS3tQWKvV69euVqPlqN169a251qvkXyzMzc3POx/X3oDQxsxPaENcF9//XWWed27d/d7GfG/3tCOde8JPfaEU7YBX73yyitZ0u5rEGpOAYf6+7ZPs609CO2Pydn13tOb4Fb6f7zpbeiODplm7Ul9zz33OGWHsFehQgXb482bN7tdzvE1+/f5Qo/n9j339NjrTSBNOGnatKnUrVvX9lzPAx3PEUJVFs04YL+tRWs96XBW9qnk//77b/n55589eq/+ZhwzdoXL8cY+24FKSUkJ+L5969atXt/4jiZ16tTJ8tz+nNhXGuCgw9LkJlucbtP2xxc9brRp00YihQ6zY90GNfBRM/f5enzSYRfth2T11/EpWvcnkSCU+y1tYxo3bpzH2TPth54IxvccruXTbLSaJdRKMy94ej6nwcaOn8nbcn744YceL+vp/8rtdqjnNY7DGedGID5TOPLlHMcVDfCw74SjASAaPKXtTvZDijl2BgOAnBAIAgAIaw0aNJCbbropS48ZDQbwR4OWrtu+96oGFNx+++1OQ0r4gzZ06Q1B+ywdmuVAexbmJuhCL6LHjx9vsjc4Zj6wcgym0FS2OdH6HTx4sNflcVU+HQ83pywk+rouZ08DZNwFSQTzO/OVZny54447svQm0d4N2sDjOH63L/QG3uOPP55lnuNzV/SC8t1333W6AZedFi1amMm+l8Krr76a7Xs0uMFxm9KeitndnNTfvP02oA0Xng6jowEcL774olPvYnc99oL5ubwZFubOO+90O5xNTnRIBfvhHbQxwTHYxRv6G/O0wV9/0/Y9L70dlirc6D5bf8f2+7aHHnrIox7gun3YN+7r7z+3gULInn3jrasehK7otulL1p1w88MPP2TZT+r5gSe9xbSh2HHf/9hjj+XYE/LZZ5/N0stZG22zC7jzhAb9afYH629v+PDh2S6vQ9HYj4XurvHVPktZ0aJFfS6nlR7LHY+3un/wdXi9UNBjl2P2On3u7bAP/iqLYyY1rddt27ZJNNeTnqc4/mb1HNk+u5c7et5jnzJct/G2bdtKONAbFo49hQO5b9drRL1WDMdrg2CxDq1lZT8Eoj/o9mbfC1qH88ppv6fnTwMHDnTqKOGv/XGgaecLa49sPW6+9957Hh+fNNOmu2x69scnvfZxNTxqbkTr/iQShHq/pdtmdsFH9h1q7I9dmi3H/no4UMKxfLo/0/MMx2O7Jx2O3n777Syfp1y5cl4HMui1tSfDsWhnFftrfM3y4ZjZ1JftUM/9NQjbH9fvgfhM4ciXcxxXNBjQvjOQBvA988wzWa7LdF/hz/ZEADHCAgBAkH344Yea98823Xjjjdkuv2XLFkuRIkWyvKd169aWAwcO5Pi/Fi9ebElKSnL7+q5duyylS5fOsu4bbrjBsnfvXo8+S2pqquXbb781/2Pt2rU5Lv/9999b8uTJk+X/XXzxxZaJEydaMjIyPPqfS5YssTRv3tz2/ueff97lcv/++68lPj7etpw+njNnjtv1Hj582HLttddmKZt1mj9/frZlatu2rcv39e7d23L+/HmX79H5t99+e5blK1asaDl58mS2/yvY31lurF692mmbrV+/vuXYsWMB+X9aZ2XKlMny/x577DG329S+ffssl112WZblr7zySkt6enqO/2vp0qVZ3pc3b17LlClTXC6r67vjjjuyLF+rVi2P/k+/fv2yvE+3348++ijHeujQoYPTdrhs2bKw+Vyu/PXXX05l1nm59eyzz2ZZ10033WTxxenTpy0FCxbMss5169a5XFbrzH453d8Fwttvv53l/7j7rtyx3w83a9Ys22X37NljKVGiRJb/16NHD8u5c+dcLq+/u2eeecapHn799deAfaYBAwZkee/vv//u8Xsd9996LHBn5syZWZYdPnx4wD6TN9/Tjz/+mOX/6Pe1fv16t8sfPHjQ7fFOv9vseFsHufXoo49axo4d6/YYar+96XlV/vz5bWW66KKLLBs3bvT4f506dcrpGPLQQw+5PYaMGzfOEhcXl2V/uWnTJosv0tLSLHXq1LGtUz97TrZu3ZqlHK7Oh/R4Z3/O0KdPH4s/6ffTqFGjLHVXuXJly8qVKz0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6Dz74oJH3PB9dimdFZQShrYMgG5yz1GvQP8jSxnvbZSPDF31v7733rvRFyo8+hlygHZFb4exuSXp8YPghI8zOO+9sgn3RpxkHzFsY/HkugVh2nSI3aZ8iA0Hob1FjPeoT7gdRujrGRPs65Cv6KP0E3QqZgEGS9UZ4V2acYf+bb75pc/3qq69udh/TV4LnsmuWIJCgb9gO4LIEgtC3gnKxy5R1Fesnxirjnd2nSyyxRJsdY3FG8rSBIHm1E309LI9Z7zAvYHSiHRmbtBl63XHHHVepizhnfh7lxRHpMr4x6NvPC+R/nBPPDhbcbLPNGmqz8LqbvnDttdea90VGUufUJ/KGOqVe+M1aGznyrtNGyKPvsAYP787H4I8RFWcaY44/r7vuujbBw2y+iMsSZ49p5p7gdxZffHGzjmadwvOZh9Gh+PdwcHTebc7cEiXDo2Q9hvwi57c86jGr905LR9NN8p7Xwr+RVSBIVv0jTxmQl5ym3QMdiQ/9zZVwEAlrnkZpRv9kwwBzBuON+uNP5oArr7yy6v5TTjmlTUaAf//732ZdSPkYy/RxbLbhzXrMT1lhO/XZ/b/22mubv5NpiHYP7C7ICGzC6MZ2WfgeB/Uc3hjHs8kqTR1TR7QDfoGePXtWXUdfqtUOOBgZN2E7atw6o1bArCusoe3fQfZi4wnGCbBuZVMB/Za+zNgiS0OR9dKMQBD6TJBRnL+zoRdnLroEdjHWUSeffHLV/ehI9vvwoa6Q44wX+hv1SlA1mSuC58cFgtx9991Vz2P+Y9MqNgVkJPXNHHnnnXe2yYBO5oesCAdqBDYIbFj4yUaOHGnmXMY48014oxN9NS7rS9TzeV98RGQsZqzSH3l3/Fg2+M/s+xlD6MHIHe6j3l955RXzb+Hxxb2uwRS27QX5ij2Ld8ZGQxlZo4RthbS/SyAIfyI/sTMx/zNWqFP63cUXX9xm8zT9II68y97MQBAC2NLaZcPvkjYQhPq0bYLMrWQ6JpsHMoG5jf7J+rdfv35Vz8auTj2H4R7m1uA6xhP2X3y0yMnAh8OciQ8HuUk7kXHIJYuSEO0iECS845bFXxkDQYLPkksuaQI/kkB4s1C1B3hc0EAACvzhhx/ecCAIiocducaCK875i0JJtLr9fARcFoQDNYJFDBNRFOyCtq9fbbXVUj2fSF6UkyRQcu124u9xkcksTu3Jh8VVVHr9sFMsmDyuv/762AwPdnQgxte4NG84+3DaJsEERRCSrZjFpazKu+zNDASJ2uVC+V1J8zsoAPailz7D4jOOcP9nIRKGZ9jXsGgomkYCQfiwCyKuLnhv+/oTTzwxl/bMq40AOW3LDBzdGCKiiMpU4BoIwoeggDTvn5ccKWubpKWR98i735epnhrtixtuuGHVoi7O2QkYZOwdawTuuARTBPNZ3PNJpxwO6ogCQ0M4tWNc6lGCJ239jLIQXOladj4YNF2olTIdvTvKiMiC2b6WNqF8BECzGI2SC3YfxMAe57DgODOCdAlOSoK+Y7cxu0GKDARJC/LedhywW7mWEQBDul3PBCTF6XoEQtm7pDBQRl0f3jGz7777RqbfRge2nfxlCwSxHRMYP2tB/YYzD8XJtDTtnmc7YXgPG+Pjgt4Bg/LZZ59tAv2LLC9Op6TjNYFxbesHSYHhGNdtAxt10kibBU6fwNmIIa1R8uwD9ZJH38FQHpb9tWQXYGAPO30IRE8zpglkjGofAllsIyk2g6hdkHm0uS1DMbymIc/5Lc96bPS909LRdJO857W8AkGy6h9599285LQtF8le4JKaH9i5nfVYKrp/IuNdjpMmWMC2//Hu1G8U1LOdJZX1Xprjf+Kwnfp2/eOwi5oXw3NZnP3YPiqPD30o6tno3WxasK9ff/31I5993nnnVelPeYHD0Q7WiNpEkYY866XIQJDgs+iiizod7cDGCzujC+3mcvQIQQ0c1VcL/Ar2MScEC8b1SeozrL8RIJIFtbIQ4SuJ2xwT9rXFZQWs9Xyy72MnSQJfF/OCbW+K813dd999VTKRe6M2WoWDKYJPnN2IDUH2pizGVpysZmNtkr0OmHM4zjl4LnqPveGn6LI3MxDEHiOux4s38jvMD3bmFvoMG7DiCPd/7Pph8IHmvWFAiNIHgoTT5WcRMZ1XIAgC0lVRZaerfS+/2yhpAkFsJY+oSrKOJMHiOMh6wocFaBbUCtRIcvAA0Xb2Peycdn0+DiIXUMLs+4i8TAKnnH3PCSec4OwUw5iZRNgRHI66rxd2RBGhHzyX6NMo8i57RwoECe8KYSHvgr2zhUVA2HhlHx2CcasZNBoIktS3WdzYRry4xUQj7ZlXGwFOONe06gHhbCBpA0Gizu4tWo6UtU2aHQiSZb8vUz010hfDO5Rcz1jlOltH++KLL5yCKaIMMDbsGrYXf1EOCtoz7c5FHKP2PVFGqlpljzqf2MW4i3EuKQNMrTOOkwINw0Z4djVkBbuvbEN8nHG/mYEgGCZIPx88EydGLQMr/ch2cDC+XbLysP6wjVi19FXmZNuYg06fdAY7bVXmQBACBdgVHgcGKwxXwT0EZkWN1zTHjOTVTji/7OxHyJe4FLIu5FleNjLYhu4oA6F9TAMZF5J2sGEMd1nXuraZHZAXFVRSljqtlzz6Dk5Xe1MEOkGSwxMHtj3mcIZEObXDY5o2TAqO4Xx5+x52xBXR5kUHRKSZ3/Ksx2YHgrS6bpL3vNbeAkGy7Lt5ymmOCrHLQPaWJNhlbd+Dk7wZNNI/CbByOY4nHMRPf40KALBhrrCz0Lmsm1wIO/V5b9bwcYTbOJzxIYBd2nY2LObMpCOb6Jt2UBAf+kczA0HsYyLSZLmJIu96KToQhKAmlyOCgH5bz3G+cRxxxBFVZYkKdAzXp51pJSmzjSu1AjVcfFpszLHvQdd3ff6QIUOcykaGL/s+Ap2TIBOmy1q3VjAF9twkwhu5stL9CWq1s1jFZVHKu+wdKRAkrD9GBdKHsde/ZCwOB7zavks2DyFDhehwgSBhJaBRY0aegSBJqWNtR5m9sMAQm8UAdw0EQdG3o1MJCnHFPk6GCG2XqPMkwoEaRNkmGaYBJdK+L2qREH4+x9y4QBlshyapt1zKhWOGBZJtMHNxiqEYu5zbx/PtSOCslLnwOXrsoooi77J3pECQZZZZxqnOw5DBx/4NHKU2KGh2+2R1vENRgSAsGl3koq3oE9QW5bBupD3zaiPKau8OZ9eJC2EjUppAEGRaFjsis5AjZWyTZgeCZN3vy1RPjfRFjqOzjd2u8gx9hywocUbacDAF8tLFwEnaZfu+qIDaXr16VbUVTjUXbKMNRr9a99UKBHE5Kz7KuMs7JUE6Z/seznx2Mera95AOOCvQQ+3dhnE7aJoVCMKuSZwP9o6mqP4STvnrsiOoVgAX2ZnCUO/1ZPYLBx+WKRAk6SjDqKNGORqrkXbPs53CsiUu65MreZYXh2WS8xVDZZAFhIxHpMG2jxipxfHHH1/lQIrCtc3sAAmeXeY6rZc8+k7YNuKyWQPOP//8qvtIe+4ypl0ypJJpyw5qi2rPrNu86ICINPNbnvXY7ECQVtdN8p7XgCwYdkp0jkIqayBIln03bzlNVuI0NkZ7dz6BesyNzaCR/ukajE+GU/sYmjTBeHYgf9z8n4awU991nNlHMTGOXOzwLhvkah2Zd8ABBzQ1EMTONBT1rmnIu16KDgRBJrg6lO0AWjIHuPgR4sBmYmcMTROow0Yg+z2yyPQSDtRgs4PLsUQc9WUfxVLrWOpaz+coDVdwsKfd0ESGBzsLJsEVtWxy4WAK/Hou9cnz7XLh58wKO+MixwFFkXfZO1IgiO2njqvzWtlW7d/gyM6oDWTM0S6Zt4TImsm9JvPzzz9XfZ9uuum8srLttts6Xffss896f/75Z+X7fvvt50022WReUbzwwgvehAkTKt933HFH53v79OlT+fvff//tDRs2LPPy7bDDDt7kkyd3vUUWWcTr2bNnVb1m2U5vv/229/3331fVk0u5pp566qrf+Pzzz71PP/008b4NN9zQ+8c//uH0/C233LLy/aWXXvL++OMPLwtWXXXVyt9fffVVIqGc7itD2dsj48aN89566626xuJSSy3ldenSpfL9+eefr/r/xRZbrPL33377zdt///2933//3WsvbL311k5ycYUVVqj8nfcbP358u2kjnvvTTz9Vvm+//fZOz+Wdl1hiCa8eNttsM69z585entQrR8rQJq3U78teT659kf7z2GOPVdVRp06dnH4DnXH11VdP9R7rrruuN8sss6RqA6g1z9M2L7/8ctVcOeusszqU3PN22WWXyt//+usv78UXX0y8p3v37kY3qgf0G9okiaWXXrrquz2nRzHzzDN78847b+X76NGjvayYaaaZTH8NGDFihFcm0JXRa4NyTTXVVN6dd97pLbnkkjWvf+SRRyp/n2uuuby1117b+bf69u1b+fvw4cO9SZMmVf2/rSfPNtts3gYbbOD03J133tkrKzvttJPTdWH557pmiCLPdnr88cerxuW+++7bUFnzLu/8889fJXeeeOKJNs94+umnjRyD3r17Gx0mmGPef/99b+zYsW3usZ+zzjrreI1i68UXXnihk0xtVp3WSx59xx4rzL2u62jG5hRTTFH5/txzzyXeQ5ld5pRpppnGW3zxxSvfo9bZWbd50dQ7v2Vdj82kI+omecxrd9xxh5EzwadXr15eGcm67+Ytp/v371/5O/r+yJEjI5/366+/ejfddFPl+3bbbefNOOOMXjNopH+6zgGPPvpoxQbA2hZduJ66/+qrr7xRo0Z5WbPNNts4XWev96L6WXjs/fOf/3R6NrrNfPPNl2qezBN7zrznnnu8W2+9taHntUq9pO37+Fuwv9pywsWPEAd28x9//LEuu856661XpY9RvqxBntm/EQXtuuaaa+bmw/nwww+9L7/8ssq+OuWUUybex/rctsV+/fXX3gcffOBUt3PMMYfT822Z89prr1X55LKyvTIHBeut9lD29sh3331XNWemGYsLL7xwlZyN8+GgcyA7bFkiRBE0PRBkhhlmqPpeZoHTo0cPp+vCE2+aBUkW2MIGhcRWbv8/C0zlgwE7+DChTD/99GbRHPDRRx9lXj47uCPNte+++65ZYCWx0korOT37lVdeqfqeZsEcvtZ2BGX93gRSvPnmm1492AYBPrbzC0XTdlK7lqeosrcC4YkfJ55N3Fjks8ACC0SORRRsDB4BV111lTHWH3DAAd7QoUO9b775xiszK664otN1s88+e9V3e4FU9jYiSMJmlVVWcS6XqxzL6r4i5EgZ2qSV+n3Z68m1L+IktOVV2vdA7qV5jyzb4I033qgKdsxbj2hkfC+66KJtdO5ahINkwgExUdgBMI3IBNo2LHMIaggYM2aMVyYOPfRQM+cGDBo0KFbvt8ctfdEODEvq63bwFusl2xAGttGCvuJisEur4xUJjqDll1/e6Vr0oQUXXDCzgKE828leJ+KomXPOORsqa97lDQdq2MEItYI6CLZLuoffwfFW6/n1Yht4f/jhB2+11VYzY/H88883Rk1Xw2lRdVoPefQdez287LLLOjsukcu2o9ZlDiOgCAdl2jk4SvfPus3zJqv5Let6bCYdTTdp5rxWBrLuu3nLaZxjdh+64oorIss7ZMiQqnJmEahXdP/EDsyYdMGue+rSbq+kureDAPJah3br1i2zfmbPk9NOO62z/KE/2k5c7KLN3Lhlz5m0A9+pp1NOOcW0Z9qytUq9pF1n5+HvacSuw8Ybux+XyYdDWdDPOpoPh3Z5/fXXvXrg3ijbK/4wVzt/M8reCjC+7Y2OWdpYkXu27XLw4MFm/mRT7913320ClITIm+TQuZwJL+pcJolmwK5TW5mO44svvqjKkFDv7s16sRV9BBILzkai4bLGNhqluZZ3QTDagrUWSf8fEF7sde3a1blc4WuJZM/rvSEpCwLR67fddpuJpn7nnXdMeX755ZdEAxiLHZfFeJ5lb2XCi25XB6TLWES24HDaYostKjtYaPdLLrnEfIJ+inF9o402MjsvXKKli8J11zyLSpusI2bzbKOwjHE1rISjhdPgKv+aIUfK0Cat1O/LXk+ufTH8HmTKsLNlZP0eWbZB0XpEI+Pb9b3DOmM997nIaeYtMsEQREFADbsBcdJMnDgx9r4yObIuvvhi74ILLqh8P/74471dd93Vub8/8MADDWUMpL/bu51tfSuN3oajiUwAZcvgxq4a12CW4J2DHd+N6p55tpO9Tgzvci9jeQFdEp0zyKiI7LODEOxAjyCogz+vu+66SqCILdfD2TOzCATZe++9vdtvv9178sknzXcMdE899ZT5AJsdCBRghxyZpxZaaKGm1CnlcglQYDNHeIdpHn3HnsfSzGHB9WzUcJ3DXOeT8BwcNadk3eZZkff8lnU9NpOOpps0c14rA1n33bznPuwt6HXnnnuu+X7jjTd6Z511Vps1AgRzJCy33HKpNoC4knf/TLPOsOuevzda91mC7HfNkOrSz+x5EntOmjFsz6vM/d9++603zzzzeM2AjWQEKF1++eWVf8PhGzh9WQvgkCegFxtjUmBHq9QLUPbw+I/C1sXQ06KyQKYhbA9pJJtQmXw4QT+xNxvXoiP6cD777DOjw7ImCtZWrrZXl0Bw+XCyGYusI7Iai2RfQVfYZJNNKutgAnsuu+wy8wn8AKyLyTSMH4d7hGipjCDhHZdl2+kX4LJTIcA+biRpwsuDLCd+lwwcaUmj1ISdi3bdNtpW4aCjNI7McLu6lCuP9+Yd9tprL2NUOOKII0yKP9KloRy4GBlRNMrQZq1K3mMRBQJjZ9QijZ32KBSbbrqp2XmBw6osu+PqPb4k62NI8mwj2+jCIjHN0Wf1Lv7SzFVFy5FWmcPK0u/LXk+ufbHo98iyDRrRIygHBuY89JtauB63k8V9SXL6wQcfNEYzFrjMUeyCwviRZMjOQ97Uy3333ecNGDCgKtX7iSeeGHsPAc1ZBrLY/R3ngP097RySZTBfVjTyDo3onnm3k30sqsuxi80sb1Sghp0BhCD94JgyDJPLLLNMVWaQWhlB7PvDR8/UC4YyZMtRRx1VJVtt2cExAkceeaT5PXRoDK9F1+nDDz9sypr0wfhnk0ff4Zl2Nta0csBeD1Nf1FuRun+WbZ4VRcxvZVlDZUFH002aNa+VhSz7bhFzH5C6PQhy4PfYNBGGDRR2loB99tnHy5oi+meadUaZ16FZy0h7vdfIPFmGcUzf4Si1WkFZBITTr0466SSTKYRgpiDQstXrpV5/DzK90WNhyj6eQD6c7Pwg6PL77befCU4ms+hdd91ljqmRD6cc5D0WObqX4J+oEyewwxOs169fPxOcdvbZZ2d2xKgQpQgECafZCad6KgtpolubveC2d1gFZa/3k4VS0whhg5JLpHkRbRW+tpEI+HrfG8V7rbXWMkeCxBnewm0a9zvNarNWpYixSIo70h+jTBx22GEmK0CtazEU4LTCeFC2Xb+t2kbNkP9p5V8Z5UgrzWF5UvZ6cu2LWb5HvfN/VqQd8/b1eeo3ZYIMATjj4s4Dpy7sNrXrJg+9JS3MuaRTDgLl2GF39dVXJ97H9Xb5w+/ZzL5ehnptlHDd1kue7cSzwqnrG6WIfsUZ00GARziwAydB8B52wAjGq2A32ueff151Fneto2Sycv6cfvrp3tixY40Rbauttmqz6QQo7/333292vtpHO5V5rObRd7Kcw5q15suqzbOgFea3jkpZ2y6rea0VKUpOB7tz446HsbOBkGFi5513bpf9M818Za/fGq379tS32+M8Gf79Aw880GQjuPnmm022NvuoApuXXnrJ6GjnnHNOy9dLvbpaVrpY2e06aZAPJ7pPEwTCUUL/+9//Yjfcxc1P8uHkSxFjkSA7jiYigJSNmASF1JJBbLbg/8ls6BL0KYQLTT8nYI011qj6jjOzvWNH1zbjqBv790mvhmGkTBDpiEHRhfBZrllmWAnvpKJcrukqw7sPXMqVZseCy3uz+2nkyJFVqb332GMPk7qKnf3symN3lD35ML5wWKQl67J3FML9iYk8ix18tVh99dXNJ2gv2vrRRx81EcYs9AL4t3//+9/eGWeckUs52ht5tpHd91HY2XVJqlIXGjnHOg1FypEyjpv2TKvUU/g9cCqGdcOyUkuPcIWzkO3zkDvCXMnxU5yBGhgwMJBsueWW3uabb27SaOM4ZsdReKdvnz59zK7uMoBDG2N8sIseRzfzrMvuZHavs+Ms2NXPbqDgKLdG4eg3nA/BzpO0u2TtTANlIe072PNmI+Mpz3bCyEMfD94tix2QeZbXBkdYkPnDDuSodSxMAA6EIACE6xgvrI0Jpoq6J6ujZ9mRzQcjPVkgnn76aZPJBz04ML5iVNtxxx3N7qu55567kDpFn3JxOISvyaPvIDfQS4Pd4mnHnH09OyGb6chptM0bpRXmt45KkW3XrHmtFSlq7guyggRzHY4bMoAstdRS5ju6/ODBgyvXbrvttplmWSurbLHXb6zbkLetir3ea2SeLNM45tgsgtr5wCeffGLakCOWCJoM1hPMpzgiV1111TZHJJS1XvLOgGz3fWQ0v9do0K/9TPQZjsopE2XxB9Syvbge6VMGH85xxx3njRgxovK9S5cuxvaKHT+wvTI2bdsrAQMrr7yycznyKntHIWybxJeS5XrBBrnKJ2gDjmjn+Lc777zTzP0ByOajjz666khiIeql6VtlSTk222yzVb6jWHOcQXvGnohYGGBoKBJbSI0bN640abQD7B1haa5lMnQNIHEhfK5amn733nvvVX2fa665cntvCE88LHiDc7eBHf0YvHDwY3QlzRgOgXAEYr1GwyzL3pEIv3uaemwEjA84qlAUWNRdc801xtgbcOmll7aJdO2o5NlGYbkQt4snTBHzRtFypOzjpr3RKvXUnt+jaD2ivUPWjMCwiCGbRS5n4/7zn//0ll9+ebMeqBVQ0ex0wbbM3HjjjStnQ1NeDKYY7Orp71n39XqfjZ5QxkxhH3/8cSpjrv3OjeqeebaTvU4MAisaJc/y1grYoM/wScruYd8TONE40tDezZZHIIgNsoZsJv/6179Man3Kbf8mQV1XXnllYXVKSmBS/CZ9cMQU0XfseSytDcaex8o0h9Xb5h15fuvIFNl2zZzXWpEi5j4gRbv9W3YGEPqL7bTdd999O4RsseujaHt30djzJPacNGPYniexx7luPCwa7D677babN2TIELORlL8HEAxSywGZd73Y/TqN7TLLox1qYeti1A2BYVmOJ8pftkCQRvwBWeqH7dmH89tvv5kszAEEVtF3/vOf/5iMDwSCcJS4fDgd0zZJQCfHgp577rlGV7zhhhuqZCDZyJQVRLREIAiRk0Rv27ikHisz4UhZ20BWBEFWgEAxYRdMmRg2bFhd1xJ1T3RkVpAa1obzEF0JXxt+VpbvTcpbOx1zEBVq7yT+73//axy2Sbz55pvOZYgqT6Nl70jYYxGaseMLGctCjkj+AILDsjIgt3fybCOO6bF58cUXne8dPny4lzdFy5H2NG7aA61ST+xms8+dbU/vQdntc6jz1iPaO3bWP9KiYlhPAodo2HDTDDBussvzjTfeMN/JlHTPPfd4iyyySN3jlj6Q5TnO9nGbyHfX82TT6HhFgsHMzhwRB8E59s6Z8NGjacmznex1In2boP1GybO8drCoveORwA52SQVBrjgR+NgwzoMsEWR7IgDEXhcvscQSJntlkbD7DieaPe/U0s+KqNMy9B177mFt4JqRjixktnG0zHOYa5t31Pmto1Nk2zVzXmtFipLTOKr33HPPyvfrr7++soa2g0KWXXZZr2fPnh1Ctth1z1yUt32gmdjzG4441zGMzmPr2OF1Y1khGwDBkvTnuDkz73oh40+Aa2AEMjbN5quy+HvKbtep1x+w6KKLZpohqb34cFgvrbDCClX//+qrr1YyisIpp5zilC26aB9OrbJ3JHr16tX0sUgw0E477eQde+yxVbLt9ddfL7wsovVoeiAIHHDAAcagGoDSgbGoXogKRDlvFqTGs9+H87/yOMc3it69e1cpUuz+LxO33HKL07lmRJZzLmFA1kcREFhiZ6O56aabnKKYEcBESgcssMACxsCUxEMPPeQUnYwSTaS/fX5YOMr/yy+/rPretWtXz4U77rjDq4csy14WwuVydZikAYM458oGEAHcrF23GPBbeQdave2ZZxstvfTSVWn1kH0usEgoIvI4bzlSxjYpq6yoh7LVU72w2LR3kQ8dOtQcv9EeoG8wzwWw8/ibb75xutfOxkN666wNx2XEljmu8ubhhx8uxbElrFXQhQDHNu0XNgS6QKpuW2ciY1dW2HoyBlPqzgV2nJSVG2+80ek6dHibRtcMebYTGSECWA9dfvnlDT8zz/IGYMi1A1wxfNvHwoSzgQA7PNmxDKwjMGDZBvO8s4HEpZYOyhWlExdRp2XoO/ZYQYe49dZbneWGvZ4v+5FuLm0e1vnS6HvteX5r5L1bgaLbrlnzWiv2jyLlNMdOBcGQzGesh3E4k+XKviZryipb7Lovo805S8Jjzz4KKA50JPuY9qh50h5fzKtF+g6ioK/bwQm15sy868XOvEHWWhcfAtnU8raHcJSD7cBHF3MpWxzUNdkgyjqe8H+4yP4xY8aY4y3ymrfYgGEHkGNfdckWQ5+4+eabq7KB2Ha0uL4atplGPZ+AYztwM7zBrl7bq/3cNGRZ9rJQhF2W/mUHwV177bVNy8TR6j4c0YEDQTjug2i4ABSf7bbbzjjD0sJ5Shhmg7TNzYDdJrvuumvlO0avCy+8sNDftyPWqZMyGXk/+ugjp3SsAwcOrPq+++67Z1oODPl2yjvSxl522WWJ951++ulVEcl77bWX0++xa4C0X0mceeaZ5vzsuPcOT8z2bpEocFq4RmnnWfayYO8Ky3NSPeSQQ6ra6fjjj/eaQfj97CCoVqCR9syrjdg9tMMOO1Sd7ecSUczZkUWQtxwpY5uUWVbUQ5nqKav3INjSPgu77HCuq72Qdhm/LLbtQFfO+g6feduK2DLHRd6w6D7mmGO8ZnP22WeboG47exLZQephiy228BZccMHKd3Sr0aNHZ1JOzvm2A8Hpi0kBzsxLBDClgbFpH2GRJxhXk+oHvRP9M4Dg7FpBCWVpJ3bz2gHklL3Rnbt5ltfGDtwIB4JEBXXY/45jE2N+0j1FYM/ltXTiouq02X0HuWHL5pNOOinxWFnq7rTTTqvatYvtpuwktXlY50uj77XX+a3R924Fim67POa1vOflsvaPIuU0bbDhhhtWvpMJBJtm4LQnc/HOO++c+e+WVbawqc4OTqQu7OwlrQRO+sUXX7xqDCdlnUD/Pvroo6v+LcpubI8v+pNtTy3znJl3vXTr1q3yd+rE1jmjbNboMHnDmLT9Le+++6531llnNfRM5Id9rBTBFFkfYdcIZAB0CU4hg4Ftw8nDH2DbXggoqnVsURiO2xg/fnzlu91+cTCfcmx2Euedd5731VdfZe7DITi73gx2WZa9LNhZgory4eBbbpa+7urDCeuAZQgmFOWlFIEgcOihh3qbbLJJVbpRop8wvLosZriec2BRRvM+E84FlBs7SvSwww4zZzq5RLAOGDCg4d9HUNkpuFCu7PPI4iBd1cUXX+w8OdYD7xi3UCDYwo5KJJK0R48euezwtCfkww8/PNZRSySsHbTEbv80kf/Ua9xOhbvvvrvq+fPNN19NZ4MdoQgnnHBCrLGf9OXhI5jSklXZywLjc/bZZ698t51yWSuq9gLpjDPOcHLOALIP5a9v3741lWza3VbaosCgay9O2KHJ4r2VaKQ982qjQMYQEBLAeb5xZ1nSpmmdcvWStxwpa5uUVVbUQ5nqqRHYCbTxxhtXvt97770mHWKSMwpY6GAY4mzVZpyni/Nr/vnnrzKCXXLJJZHXc2SHrV+R+hHdoyNgyxx2K8bpgexk3GabbZqeaposZ0ceeWSVPh02YKaB7C8nn3xy5TsZZOi7I0eOdLofo9FBBx1kzowPw9xuBzgTiI5RMUoekHkPJ3BaCFziPYKPvfMra3Bo4PyOWtuRBp7ysA60jTfh85XL1E482w7a4x3XX3/9xGcTJEcQkr2jrYjy2tiBG+wyszOERQV12M5L24hMQH54p1O9IPv5fbL2uBi/brvttqojEmvtRi2qTtOQR98hCNF2wpCRa+utt47c/ca8vPnmm1eNOXTDsHE2b/Joc7CPN8L465qhrD3Ob1m8dytQdNvlMa/lPS+XtX8ULaftdTCZQOwgYexedibQrCizbMH2F9g5WFcyN7jaMZDhtF1RG2AaAX3FXqsRcLDZZptF7rZH72ZetTe2brTRRpFHZoeP1cvL1oCvhIxELhkzKDv23bg5M+96oby2HY2jrqNsA7wTm3GDIzzzhve2/S1sYsVengRjGL9VLVhvspYLYGOMy0bVYF5BHu2yyy5eXlC+uGCc888/v2oDMllTw0feZEFY56Tu77vvvlgbph0QgW2PunWFoD9b1od54IEHqp5PthHsWGHC/ZzAxThfJ7K0UZ9cVmUvC8z5+JnylpXY7O32ItgI+ePim0bOsT6uFbx74oknmjnPDkqKAl0Q264dMGhnNgz7020d0DXznOig+CXihx9+8Nddd11W8lWfRRdd1D/mmGP8J5980v/kk0/8n3/+2f/mm2/8kSNH+jfccIPfr18/f+qpp6665/TTT6/5GxdddFHVdXEcdthhlevmnXfe1O9D2cLvsvrqq/vXXXed/9FHH/m//PKL/9133/mvvfaaf+655/rLL7+8uWbjjTeu+Tze337Wm2++Gfv7999/vz/55JNX3bPyyiv7l19+uf/WW2/533//vf/rr7/648aN819++WXz79tuu60/7bTTmmtpiyy45pprqsqw+eabmz+nnHJKf8CAAf6IESP8H3/80f/666/9Rx55xN9kk02qru/UqZP/7rvvOj+f90pDuE9QZ/vuu68/bNgw8yza6Nlnn/V32WWXNu1JG0dBndZ6bz477rij//TTT/vffvut6ff81l577eVPNtlkVfcMHTo08vk9e/asurZbt27+Lbfc4o8aNcqfMGGCadd7773X32qrrSrPpX1d+lDeZaet7Wtvvvnmwq+FzTbbrHJt586d/UsuucT/9NNP/d9++83/888/K5+///67od955513/BlmmKGNXDvrrLP8V155xciziRMn+l999ZX/xhtv+Ndff72p01lnndVcO+ecc7Z5Jn00GEcbbLCBf9555/nPPfecP3bsWDOukZP87qWXXmp+y/7t//znP34WpKmHcJ9iTLlA/7Lv4zlZt2debRRw5JFHVj13uummM23w9ttvm3ngyy+/NPJ6/fXXrznm+FDuLOu1CDlS5jZJS73vUUS/L0s9NdoXmVMWXnjhqmfMMccc/nHHHec/88wzZpzwHlz33nvv+UOGDPEPOeQQf/75569cj0wKwz32My+77DKn8iBD7fvQNaJ44okn2syB6KaPPvqoKdNPP/1kdL0jjjjC6DT2dUcffXTkc+ste4AtR3r37u10D+3m2vdsVllllco9O+20U81rHnvssapno7sfdNBB/ksvvVSpJ/TTs88+2+jdXDPffPP5q666apVsjOLggw+uXLfIIovEltflWso1zTTTVK5bZ511TJvYYz7pE0Uwhwcf5nL0qzvuuMMfPXq0mRuojzFjxph6O+200/xevXpV+hm6ay3QWRnT9rNpG56LPOe5yIyTTz7Zn3766c3/r7TSSv7cc89duf6oo46Krbvw/JR2rLs+u3v37pV+QPkuvvhis35ibqJerr766jb6DXPYpEmTMukjebYTbLPNNm2eveeee/oPPfSQ/8UXX1TWaDwX2THbbLOZ6wYNGtSU8gJ1H5ZhfJZZZplYWUo5wvfQVi64tJmtj9JnDjzwQP/WW281cwVjgrmaOYR3Zv6bYoopKtfPMsss5v+aVaf1kHXf4R2o27AecdVVVxldh3bnXa+44gp/wQUXrLpuySWXNHIxy3kIsIcE9/Xp06ewNkdPst9vrbXW8p9//nmz5rVle1jO5D2/5VWPjb53PXQ03STveS3vebnR/pF33y1STv/1119tZGDweeGFF/w8KKtsibKl8sE2NXjwYP+DDz4wdl76NzYq+swFF1zgb7TRRv5UU01lrqXtsuDYY4+t/D5rXFfQee25JArW+Lathg9zK/X+/vvvmz7G/Ms8xDi3r5t55pn9zz77LPLZ3GuvN7p27eo/+OCDZg3/xx9/OK0rXAjWB5Rnt91286+99loztulHzJmssbFBUCfYq4LyMH9iUyi6XmC77barumfZZZc14xq7Bv0K+YluQ53x/4sttphZ1wTXY8PKus8E3H777W36PrY1bAbY0tB/0Udef/110+9XXHHFRD8L493WV/hwHzZdbG48D51r/Pjxxo+CXrb99ttX1nTItSzArmuXIZATlO2AAw4wczBjmz5KmbF7hGUw/jrX56OzpoE2t+9HlqMHI2OoI/w4/J1/C9torrzyysjnUse13psPujc+Od6ZuW/48OF+//792/jcsFFFwdxpX7vccsv5N954o//hhx+a/ky7Yhem30fZXqP0n7zLnsY2lte1YNcH8whji3k+yS6b9ndoE2SUfQ+2yjPOOKMy/wY2VuqeOW+fffbxZ599dnPtTDPNFLmmZRwhB8455xxj5wx8OMhL1jH4ZgOZ5mIztNfKfCiLEFGUKhAEUHQYPLWUa9fPHnvsERkMUGQgSPB7YeGa9CEQIotAELjtttuqlLg0n/XWW8/PgnCgBsE8iy++uFMZEJBxk1EWgSBMEDiT0tZPkjM97BR76qmn2ijJcZ+TTjop9vlMPuEAqLgPygSTjEsfyrvsZQkEue+++5zeh3HUyO/Aiy++WOVoSfOZa665Eg0eacb177//7rdiIEi97ZlXGwVQ33379nV+FoocDt/gO4uAWoESjdRrEXKkzG2Slnrfo4h+X5Z6arQvAvoBC+J63oMPi9tmBIIAhpi0+h5G6jijXqsFgtQy6MV9CExmLOAAaEYgyAknnFB3X0ySj7T7/vvvX/dzcR7FyYNwcFjUBwMHhtrAeVCmQBD6LPpnrcCDWp8uXboYQ1AcaQNB8mwnDH5hw6nLJ86AmWd5A9Zcc8029+GUimO11VZrcw/r7DwCQdJ86FsEu8ZRRJ2mJY++w6YLxlCa5y200ELG2RFHEYEgWbd5OEi61gcDbZHzWxHO9HrfOy0dTTfJe14L/0YegSCN9I8i+m6RcvrUU09NFQyZBWWULTZsagw7r10/OCPbQyAIsM7s0aNHqvfDGcgmuiQIWHR5XiPBIOFAcdcPzspm1QsO0mDzisuahnUX/biIQJBg/V8r2LkRP8vdd9/tvI6rtfE4C8KBGgR1Lb300k5lwB6S5IhuNBAE2Cyetn7inOm1gikefvjhNhuV4z4DBw6MfT5BQWn8c+j6BG3UEwiSddnLEggSDo6M+oT7YNrfAQLg0q6NbHmUFLDh+mHtHRd0r0AQkYbSHA0TQBob0moPHz481fnOpCXjzMZnnnnGHIGSR1q+euBYAI4aCafgj4LU6KTUygpSu3KmWJrU76Qc4uiWLFPZ2tA2Tz75pEkVFsccc8xhUnKT3jBP6DucGUe/izpzy4Z0WaQ84xiFNEwxxRQmvd5WW20Vex1H1ZB6Kuk8t5VWWsmkz7ePLIh6P1JeUmb+Xg9Zl70sMN6KSslPfx8xYoRJ10d9utCpUydz1myt44rStiVpFXlX0ubx3Fak0fbMuo3sa5Ble++9d2y78X+knOOcRlLBBZD6sN6xm0TecqSsbVJmWdGe66lROOf7hRdeMONguummc7qHVNnoOE888URVOtWiYXwzlhZZZJHEa0lJSpp+xpOd8rYjcO2115p0my59gTbt2bOn14rQ7hwhdMstt3iLLbaY831cy332+ci15MFjjz3mde3aNfZZpKJGH7ePl3Jh3LhxVX056XcaoXfv3t7QoUMTx/Zqq61m0rQvsMAC7aad0JlJHXvmmWea4zmSmHrqqc3RnzvssENTyht3BEzSmr3WPVFHydRDPTrSkksuaVJc20fTNqtO05JH31liiSW8559/3tt0002dyrDFFluY613mvDzIs82vu+66umRJe5/f6n3vVqDItstjXitiXi5z/yhSTpOqH5u1TZqjouuh7LKFo4v43ST7rs2cc85p0uSfeuqpXnuBMYveTHu7rLcZwxzlwzHnSXCMcx5HoTcyb2L35hhZjh1oVr3MM8885tn2May1WHTRRb2nn3468piZPNf/rLlWWGEFp+s57ibuCFngiCWOvEjSVWywF+J7Gjx4sJcHPB/9qVevXrHX4U+hz2BjyhtsKfis8BslwTVce9ppp6X6DexMHC2YdJQqejZjOEmecbTH/fffb8aWyxE4Q4YMqfu406zLXhZYcx577LGF/Fb37t29V155xegIrjY7bKzUOXKrURmMPMUGzzGYtJMQWVBa6/PKK69sJtRRo0aZc9T4++jRo81ZmZyniYOASYYFPYspnDRM/i7C0NVJwnXBtY0Y6hFUnNPN+VsI/WHDhplz83744QcTdLHwwgubM/dw4MQpLggNu+yuQoRncr4YZWDRiUDiPEzO0Pz777/N2XYYg1dccUVzpmafPn28zp07e3mCQoezh3IxIXNmL+eNsnDFoIRxaffdd/dmmWWW1G1ar8MUxXW77bYz5yfTVu+8807lbFYUB+oRZYxrKGcStdoLw93tt99u+gCBJ0wqnLFK/2JhTT9mcem6yKa9PvjgA+/KK680fevdd9/1fvrpJ1Nv8847r+l7nBcfGPld+1DeZQ8/P065yevaAJQeztW9/vrrjcI9ZswYc/bkn3/+Gfmcen4H5p57bmNE4TzAu+66yyjTtB9npHJ+N/KAM++6detm5BpnbPJvtSDghjM2cf5yzuZ7771nxjTy8fvvvzcKCP1g6aWXNosszvqjT2RJI23jOk7T3ldPe+bVRjbTTDONd8UVV5g2w5iDYQ+Zx/hhYUsb9e/f3xjigd8LsM8fbbR+ipQjZW+TtGQhK/Lq92Wopyz6IqDf4dziHFocXbwHZ10j36hvDBEYD1lIY4xAX4hbTNcrr+u5j3OOGU/MlQTdIZu/+uorc24xwVYYnAla3nHHHc075FGGKD3WVfettx2RZS6/xSKWMbTvvvuawG10QWQhv4NuiPMCZ2W/fv0quqjre6TR212uTbNmiCKp/tApCdpG7yQoi/pgjcBcHszjrHUI2sNBi0HCdR2F3s8ZsRjkkOvoBvQ71ksY6DjPPqhj1/ZjbkDvCDj44IMTAwkbhXXJxx9/bPoNBq1PPvnE1A+/i+GV8USgssv4qHdtl1c7UWYC3zAk826seZF3rD84ax3jOpsJkCusE12D3fIqL6ATnHzyyZXv1CdzShyU3za+4kRzcQC4thn1ghwJdOLXXnvNGzt2rJn/eGfmQOaOLl26mHdFvtCv0ozvPOu0HvLoO9QPtgI2kTCPYTOgXrFZsJEDnXDttdc2soP3zGsecrkvzzZH333jjTeMzMH4ip2CZ06cOJF0spF9saj5Lct6zOK909LRdJO857Wi5uV6+0cRfbdIOY0exTxIHQRrfJcgjUYoo2wJw5zO3MHGTGy8/ImtEJlMOQlaZB2EzZm1EHpDozp21HukkVNp78MOjC2U4AgCjx599FFjW+c9+T/WpAQ6sD5lnLvCHEu74vhlA97IkSPNfD5hwgRjsw9oZHMQ9m3mS+QFcyb+lWDOZI0dlB9bAW3EO9C/XcirXgBdBlvnoEGDvHvuucesadBLGIvIJcYfekmw2S2PdWMc9GXqFT2M9T9BsuPHj6/4ewjQwt9DObFfuIBNkA0myNzAh0N7YQ+ZNGmS6S88l7ZCHtFeeTuKqW8CeHhP5BA6J3oXtht8WsgfHOYum2uz8uHgM0Lm0+ewY7799tvG9gLMg9jC8VPgmHexe9WyvVCv+IgIeKOPYwf87LPPKnZc6h4/CHXg2l/ef/99U4f0F8r8448/Vmyv6Nm8V2AXrteHk3XZy+TDOeWUU4wtE9snSQSQNXn5cPAF0lbHH398xcZK+zEW0X+w1dNu6G6BjTUqMcEZZ5xh5EAghwMfDnISecH6mLmSfovMQBdMCoILy7I07yY6JpORFqTZhRCtDU5PJrIADNFlydgihBBlBIcyRhRYf/31S5W1QQghRMcEYyQ71QBdHudVljo9RkSMvIAxhaBJIYQQor2S97yW97wsqiG4m+CLYNMGgXY4o4QQolUgsMLOIkfWKZcsFkIIIcqNwoSEEEKIEkGwHKktA/LeVSqEEEK4QOrvALIRyNkkhBBCNA/Ny8XCjmA7cydZOoQQQgghhCg7CgQRQgghSgTnM/7666+V767ntQshhBBFOJxIk0r6eSGEEEI0D83LxXLhhRdW/r7ccsuZ4y6EEEIIIYQoOwoEEUIIIXKEs11JC8xZ0ElcfPHF3rnnnlv5vswyy8jAJIQQoulwhi1n2XIG7cCBA82Z0EIIIYRoDpqXi+Xee+/1Xnjhhcr3Aw44oOASCCGEEEIIUR9T1nmfEEIIIRzwfd+cDX3fffeZM5y33HJLb5VVVjHnbP7999/e+PHjjVFp0KBBVcalySef3ASGCCGEEM1mttlm8/74449mF0MIIYQQmpdzZ9KkSZWAm4ceesg79NBDK//XpUsXb9ddd1U/FEIIIYQQ7QIFggghhBA5Mtlkk5k///rrL+/OO+80H5d7zjzzTK93795qGyGEEEIIIYQQogBGjRrlLbbYYpH/TwbPTp06qS2EEEIIIUS7QEfDCCGEEDlC+vyhQ4fGGpNs2GE0ZMgQ77DDDlO7CCGEEEIIIYQQJWDAgAHe1ltv3exiCCGEEEII4Ywygojc4XgDzhMP744XQoiOwqabbuptvPHG3iOPPOLddddd3vDhw73PP//cmzBhgjfjjDN6s88+u7fSSit56623nrfNNttoh5EQQogOB+uFYM1grx2EEEKI9ojmtfYJNstAD8GeOdNMM3ndu3f3+vfv7/Xr16/ZxRNCiNyQD0cIIVqTyXzf95tdCCGEEEIIIYQQQgghhBBCCCGEEEII0Tg6GkYIIYQQQgghhBBCCCGEEEIIIYQQokVQIIgQQgghhBBCCCGEEEIIIYQQQgghRIugQBAhhBBCCCGEEEIIIYQQQgghhBBCiBZBgSBCCCGEEEIIIYQQQgghhBBCCCGEEC2CAkGEEEIIIYQQQgghhBBCCCGEEEIIIVoEBYIIIYQQQgghhBBCCCGEEEIIIYQQQrQICgQRQgghhBBCCCGEEEIIIYQQQgghhGgRFAgihBBCCCGEEEIIIYQQQgghhBBCCNEiKBBECCGEEEIIIYQQQgghhBBCCCGEEKJFUCCIEEIIIYQQQgghhBBCCCGEEEIIIUSLoEAQIYQQQgghhBBCCCGEEEIIIYQQQogWQYEgQgghhBBCCCGEEEIIIYQQQgghhBAtggJBhBBCCCGEEEIIIYQQQgghhBBCCCFaBAWCCCGEEEIIIYQQQgghhBBCCCGEEEK0CAoEEUIIIYQQQgghhBBCCCGEEEIIIYRoERQIIoQQQgghhBBCCCGEEEIIIYQQQgjRIigQRAghhBBCCCGEEEIIIYQQQgghhBCiRVAgiBBCCCGEEEIIIYQQQgghhBBCCCFEi6BAECGEEEIIIYQQQgghhBBCCCGEEEKIFkGBIEIIIYQQQgghhBBCCCGEEEIIIYQQLYICQYQQQgghhBBCCCGEEEIIIYQQQgghWgQFggghhBBCCCGEEEIIIYQQQgghhBBCtAgKBBFCCCGEEEIIIYQQQgghhBBCCCGEaBEUCCKEEEIIIYQQQgghhBBCCCGEEEII0SIoEEQIIYQQQgghhBBCCCGEEEIIIYQQokVQIIgQQgghhBBCCCGEEEIIIYQQQgghRIugQBAhhBBCCCGEEEIIIYQQQgghhBBCiBZBgSBCCCG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        "activityId": "notebook-run-1791511348054-224",
        "activityKind": "notebook-run",
        "evidenceId": "execution-file-evidence-notebook-run-1791511348054-224",
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        "initialViewState": "complete",
        "managedRootsFinalState": "partial",
        "scientificOutputAnalysis": "partial",
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        "externalPaths": "partial",
        "writerAttribution": "partial",
        "reasonCodes": [
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        "state": "available",
        "manifestChecksum": "83c74def61d3ab3e654b44caf32676005802bbb35c320cb53549f0f765aadedd",
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            "packageName": "kiwisolver",
            "observedVersion": "1.5.1"
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      "kernelDispatched": true,
      "helperModules": [
        {
          "helperId": "figure-style",
          "skillIdentity": "figure-style",
          "packageOrigin": "builtin",
          "interfaceRevision": "1",
          "registeredGeneration": "sha256:90258343aec7bb96c2e129c39e1beb23230ee947c0db563f96913458d1795f1d",
          "exports": [
            "apply_figure_style",
            "set_frame",
            "panel_letter",
            "focal_palette",
            "bar_with_points",
            "strip_with_median",
            "goodness_arrow",
            "two_tier_label",
            "end_of_line_labels",
            "panel_crops"
          ],
          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
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      "script": "from matplotlib.backends.backend_agg import FigureCanvasAgg\ndef check_figure(f):\n    FigureCanvasAgg(f); f.canvas.draw(); renderer=f.canvas.get_renderer()\n    texts=[(t,t.get_window_extent(renderer)) for t in f.findobj(mpl.text.Text) if t.get_text().strip() and t.get_visible()]\n    overlaps=[(a.get_text(),b.get_text()) for i,(a,ba) in enumerate(texts) for b,bb in texts[i+1:] if ba.overlaps(bb)]\n    outside=[t.get_text() for t,box in texts if not f.bbox.contains(box.x0,box.y0) or not f.bbox.contains(box.x1,box.y1)]\n    print('overlaps:',overlaps[:20], 'outside:',outside[:20])\ncheck_figure(fig);check_figure(morph)\nprint('Area uncertainty brackets for extremes:')\nprint(df.loc[df.event.isin(['IceCube-260807A','IceCube-260919A']),['event','area50_lower_deg2','area50_upper_deg2','area90_lower_deg2','area90_upper_deg2']].to_string(index=False))",
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      "text": {
        "stdout": "overlaps: [] outside: []\noverlaps: [('−3', '−2.0')] outside: []\nArea uncertainty brackets for extremes:\n          event  area50_lower_deg2  area50_upper_deg2  area90_lower_deg2  area90_upper_deg2\nIceCube-260807A           6.953679           7.792973          23.765780          24.605073\nIceCube-260919A           0.049177           0.052456           0.209823           0.222937\n",
        "stderr": "",
        "traceback": "",
        "plain": [
          "overlaps: [] outside: []\noverlaps: [('−3', '−2.0')] outside: []\nArea uncertainty brackets for extremes:\n          event  area50_lower_deg2  area50_upper_deg2  area90_lower_deg2  area90_upper_deg2\nIceCube-260807A           6.953679           7.792973          23.765780          24.605073\nIceCube-260919A           0.049177           0.052456           0.209823           0.222937\n"
        ]
      },
      "outputs": [
        {
          "type": "stream",
          "name": "stdout",
          "text": "overlaps: [] outside: []\noverlaps: [('−3', '−2.0')] outside: []\nArea uncertainty brackets for extremes:\n          event  area50_lower_deg2  area50_upper_deg2  area90_lower_deg2  area90_upper_deg2\nIceCube-260807A           6.953679           7.792973          23.765780          24.605073\nIceCube-260919A           0.049177           0.052456           0.209823           0.222937\n"
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          "exports": [
            "apply_figure_style",
            "set_frame",
            "panel_letter",
            "focal_palette",
            "bar_with_points",
            "strip_with_median",
            "goodness_arrow",
            "two_tier_label",
            "end_of_line_labels",
            "panel_crops"
          ],
          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
        }
      ],
      "helperEvidenceStatus": {
        "state": "complete"
      },
      "environmentManifest": {
        "schemaVersion": 1,
        "captureKind": "completed-run",
        "capturedAt": "2026-10-09T02:03:14.021Z",
        "installedInventory": {
          "capturedAt": "2026-10-09T01:56:54.356Z",
          "source": "cache-reused",
          "validation": "best-effort"
        },
        "kernelKind": "python",
        "environmentName": "default-python",
        "runtimeSource": "managed",
        "runtimeVersion": "3.12.14",
        "executionContext": {
          "schemaVersion": 1,
          "before": {
            "locale": "C/C.UTF-8/C/C/C/C",
            "timezone": "CST/CST",
            "threadLimits": {},
            "randomLibraries": [
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            "pythonRandomState": {
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      "script": "fig.subplots_adjust(bottom=.18)\nlabels=[e.replace('IceCube-','')+('*' if bad else '') for e,bad in zip(df.event,df.invalid_pixels)]\naxes[0].set_yticks(y if len(y)==20 else np.arange(20),labels)\nfig.text(.19,.09,'* Non-finite map pixels ignored as directed by the FITS header; remaining mass normalized.',fontsize=9)\nmorph.subplots_adjust(bottom=.15)\naxs[0].set_xticks([-2,-1,0,1,2,3]);axs[0].set_yticks([-1.5,-1,-.5,0,.5,1,1.5])\naxs[1].set_xticks([-8,-6,-4,-2,0,2,4]);axs[1].set_yticks([-3,-2,-1,0,1,2,3])\ncheck_figure(fig);check_figure(morph)\nfig.savefig('icecube-2026-areas.png',dpi=220)\nmorph.savefig('icecube-2026-shapes.png',dpi=220)\ndf.to_csv('icecube-2026-localization-results.csv',index=False,float_format='%.10g')\nprint('CSV rows:',len(df),'columns:',len(df.columns))\nprint('Summary deg2:',df[['area50_interp_deg2','area90_interp_deg2','header50_deg2','header90_deg2']].agg(['min','median','max']).round(6).to_string())",
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        "stdout": "overlaps: [] outside: []\noverlaps: [] outside: []\nCSV rows: 20 columns: 51\nSummary deg2:         area50_interp_deg2  area90_interp_deg2  header50_deg2  header90_deg2\nmin               0.052111            0.213951           0.05          0.210\nmedian            0.244214            0.824049           0.24          0.805\nmax               7.366570           23.816221           7.24         24.460\n",
        "stderr": "",
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          "overlaps: [] outside: []\noverlaps: [] outside: []\nCSV rows: 20 columns: 51\nSummary deg2:         area50_interp_deg2  area90_interp_deg2  header50_deg2  header90_deg2\nmin               0.052111            0.213951           0.05          0.210\nmedian            0.244214            0.824049           0.24          0.805\nmax               7.366570           23.816221           7.24         24.460\n"
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          "text": "overlaps: [] outside: []\noverlaps: [] outside: []\nCSV rows: 20 columns: 51\nSummary deg2:         area50_interp_deg2  area90_interp_deg2  header50_deg2  header90_deg2\nmin               0.052111            0.213951           0.05          0.210\nmedian            0.244214            0.824049           0.24          0.805\nmax               7.366570           23.816221           7.24         24.460\n"
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          "exports": [
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            "set_frame",
            "panel_letter",
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            "bar_with_points",
            "strip_with_median",
            "goodness_arrow",
            "two_tier_label",
            "end_of_line_labels",
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          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
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      "helperEvidenceStatus": {
        "state": "complete"
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        "captureKind": "completed-run",
        "capturedAt": "2026-10-09T02:03:41.559Z",
        "installedInventory": {
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          "source": "cache-reused",
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        "stdout": "duplicate ALERT-STREAM cards: 77\nMap table for report:\n| 260115A | 1.9547 | 9.96 | 1.92 | 6.5120 | 33.17 | 6.48 | 81.9% |\n| 260125A | 0.3116 | 1.59 | 0.31 | 1.0466 | 5.33 | 1.03 | 89.1% |\n| 260217A | 0.2180 | 1.11 | 0.21 | 0.7382 | 3.76 | 0.72 | 88.6% |\n| 260315A | 0.2360 | 1.20 | 0.23 | 0.7961 | 4.05 | 0.77 | 88.7% |\n| 260425A | 0.3150 | 1.60 | 0.31 | 1.0580 | 5.39 | 1.05 | 89.0% |\n| 260504A | 0.2115 | 1.08 | 0.21 | 0.7120 | 3.63 | 0.70 | 88.6% |\n| 260610A | 1.3254 | 6.75 | 1.30 | 4.5901 | 23.38 | 4.61 | 87.4% |\n| 260622A | 0.2791 | 1.42 | 0.27 | 0.9439 | 4.81 | 0.92 | 88.9% |\n| 260704A | 0.2010 | 1.02 | 0.19 | 0.6763 | 3.44 | 0.67 | 89.1% |\n| 260708A | 0.2015 | 1.03 | 0.20 | 0.6970 | 3.55 | 0.67 | 88.1% |\n| 260712A | 0.1947 | 0.99 | 0.19 | 0.6631 | 3.38 | 0.64 | 88.8% |\n| 260722A | 0.5836 | 2.97 | 0.58 | 2.0293 | 10.34 | 2.05 | 87.1% |\n| 260805A | 0.3933 | 2.00 | 0.41 | 1.3499 | 6.87 | 1.36 | 87.3% |\n| 260807A | 7.3666 | 37.52 | 7.24 | 23.8162 | 121.30 | 24.46 | 64.1% |\n| 260821A | 0.2012 | 1.02 | 0.19 | 0.6824 | 3.48 | 0.67 | 88.9% |\n| 260825A | 0.2524 | 1.29 | 0.25 | 0.8520 | 4.34 | 0.84 | 89.1% |\n| 260827A | 0.1896 | 0.97 | 0.18 | 0.6829 | 3.48 | 0.68 | 88.2% |\n| 260916A | 0.2189 | 1.11 | 0.21 | 0.7426 | 3.78 | 0.73 | 89.1% |\n| 260919A | 0.0521 | 0.27 | 0.05 | 0.2140 | 1.09 | 0.21 | 89.6% |\n| 260930A | 0.2573 | 1.31 | 0.25 | 0.8689 | 4.43 | 0.85 | 88.9% |\nDocs SHA256 db82beea310f608d4e55eaf018c37c452c1b4e104fc75358b567ff5186c8fbdb\n",
        "stderr": "",
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        "plain": [
          "duplicate ALERT-STREAM cards: 77\nMap table for report:\n| 260115A | 1.9547 | 9.96 | 1.92 | 6.5120 | 33.17 | 6.48 | 81.9% |\n| 260125A | 0.3116 | 1.59 | 0.31 | 1.0466 | 5.33 | 1.03 | 89.1% |\n| 260217A | 0.2180 | 1.11 | 0.21 | 0.7382 | 3.76 | 0.72 | 88.6% |\n| 260315A | 0.2360 | 1.20 | 0.23 | 0.7961 | 4.05 | 0.77 | 88.7% |\n| 260425A | 0.3150 | 1.60 | 0.31 | 1.0580 | 5.39 | 1.05 | 89.0% |\n| 260504A | 0.2115 | 1.08 | 0.21 | 0.7120 | 3.63 | 0.70 | 88.6% |\n| 260610A | 1.3254 | 6.75 | 1.30 | 4.5901 | 23.38 | 4.61 | 87.4% |\n| 260622A | 0.2791 | 1.42 | 0.27 | 0.9439 | 4.81 | 0.92 | 88.9% |\n| 260704A | 0.2010 | 1.02 | 0.19 | 0.6763 | 3.44 | 0.67 | 89.1% |\n| 260708A | 0.2015 | 1.03 | 0.20 | 0.6970 | 3.55 | 0.67 | 88.1% |\n| 260712A | 0.1947 | 0.99 | 0.19 | 0.6631 | 3.38 | 0.64 | 88.8% |\n| 260722A | 0.5836 | 2.97 | 0.58 | 2.0293 | 10.34 | 2.05 | 87.1% |\n| 260805A | 0.3933 | 2.00 | 0.41 | 1.3499 | 6.87 | 1.36 | 87.3% |\n| 260807A | 7.3666 | 37.52 | 7.24 | 23.8162 | 121.30 | 24.46 | 64.1% |\n| 260821A | 0.2012 | 1.02 | 0.19 | 0.6824 | 3.48 | 0.67 | 88.9% |\n| 260825A | 0.2524 | 1.29 | 0.25 | 0.8520 | 4.34 | 0.84 | 89.1% |\n| 260827A | 0.1896 | 0.97 | 0.18 | 0.6829 | 3.48 | 0.68 | 88.2% |\n| 260916A | 0.2189 | 1.11 | 0.21 | 0.7426 | 3.78 | 0.73 | 89.1% |\n| 260919A | 0.0521 | 0.27 | 0.05 | 0.2140 | 1.09 | 0.21 | 89.6% |\n| 260930A | 0.2573 | 1.31 | 0.25 | 0.8689 | 4.43 | 0.85 | 88.9% |\nDocs SHA256 db82beea310f608d4e55eaf018c37c452c1b4e104fc75358b567ff5186c8fbdb\n"
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          "text": "duplicate ALERT-STREAM cards: 77\nMap table for report:\n| 260115A | 1.9547 | 9.96 | 1.92 | 6.5120 | 33.17 | 6.48 | 81.9% |\n| 260125A | 0.3116 | 1.59 | 0.31 | 1.0466 | 5.33 | 1.03 | 89.1% |\n| 260217A | 0.2180 | 1.11 | 0.21 | 0.7382 | 3.76 | 0.72 | 88.6% |\n| 260315A | 0.2360 | 1.20 | 0.23 | 0.7961 | 4.05 | 0.77 | 88.7% |\n| 260425A | 0.3150 | 1.60 | 0.31 | 1.0580 | 5.39 | 1.05 | 89.0% |\n| 260504A | 0.2115 | 1.08 | 0.21 | 0.7120 | 3.63 | 0.70 | 88.6% |\n| 260610A | 1.3254 | 6.75 | 1.30 | 4.5901 | 23.38 | 4.61 | 87.4% |\n| 260622A | 0.2791 | 1.42 | 0.27 | 0.9439 | 4.81 | 0.92 | 88.9% |\n| 260704A | 0.2010 | 1.02 | 0.19 | 0.6763 | 3.44 | 0.67 | 89.1% |\n| 260708A | 0.2015 | 1.03 | 0.20 | 0.6970 | 3.55 | 0.67 | 88.1% |\n| 260712A | 0.1947 | 0.99 | 0.19 | 0.6631 | 3.38 | 0.64 | 88.8% |\n| 260722A | 0.5836 | 2.97 | 0.58 | 2.0293 | 10.34 | 2.05 | 87.1% |\n| 260805A | 0.3933 | 2.00 | 0.41 | 1.3499 | 6.87 | 1.36 | 87.3% |\n| 260807A | 7.3666 | 37.52 | 7.24 | 23.8162 | 121.30 | 24.46 | 64.1% |\n| 260821A | 0.2012 | 1.02 | 0.19 | 0.6824 | 3.48 | 0.67 | 88.9% |\n| 260825A | 0.2524 | 1.29 | 0.25 | 0.8520 | 4.34 | 0.84 | 89.1% |\n| 260827A | 0.1896 | 0.97 | 0.18 | 0.6829 | 3.48 | 0.68 | 88.2% |\n| 260916A | 0.2189 | 1.11 | 0.21 | 0.7426 | 3.78 | 0.73 | 89.1% |\n| 260919A | 0.0521 | 0.27 | 0.05 | 0.2140 | 1.09 | 0.21 | 89.6% |\n| 260930A | 0.2573 | 1.31 | 0.25 | 0.8689 | 4.43 | 0.85 | 88.9% |\nDocs SHA256 db82beea310f608d4e55eaf018c37c452c1b4e104fc75358b567ff5186c8fbdb\n"
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          "exports": [
            "apply_figure_style",
            "set_frame",
            "panel_letter",
            "focal_palette",
            "bar_with_points",
            "strip_with_median",
            "goodness_arrow",
            "two_tier_label",
            "end_of_line_labels",
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          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
        }
      ],
      "helperEvidenceStatus": {
        "state": "complete"
      },
      "environmentManifest": {
        "schemaVersion": 1,
        "captureKind": "completed-run",
        "capturedAt": "2026-10-09T02:04:15.415Z",
        "installedInventory": {
          "capturedAt": "2026-10-09T01:56:54.356Z",
          "source": "cache-reused",
          "validation": "best-effort"
        },
        "kernelKind": "python",
        "environmentName": "default-python",
        "runtimeSource": "managed",
        "runtimeVersion": "3.12.14",
        "executionContext": {
          "schemaVersion": 1,
          "before": {
            "locale": "C/C.UTF-8/C/C/C/C",
            "timezone": "CST/CST",
            "threadLimits": {},
            "randomLibraries": [
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              "numpy"
            ],
            "pythonRandomState": {
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      "script": "repro_source = \"\\\"\\\"\\\"Offline IceCube probability-area audit.\\nUsage: python icecube-localization-analysis.py icecube-2026-localization-maps.zip --output reproduced-results.csv\\nRequires numpy, pandas, astropy, astropy-healpix. No network calls.\\nThe output reproduces numerical areas and circle integrals, not the figure layout.\\n\\\"\\\"\\\"\\nimport argparse\\nimport gzip\\nimport hashlib\\nimport io\\nimport json\\nimport zipfile\\nimport numpy as np\\nimport pandas as pd\\nfrom astropy.io import fits\\nfrom astropy import units as u\\nfrom astropy.coordinates import SkyCoord\\nfrom astropy_healpix import uniq_to_level_ipix, healpix_to_lonlat\\n\\nMOON_DEG2 = np.pi * 0.25**2\\n\\ndef circle_probability(level, ipix, density, ra, dec, radius_deg, target_level=15):\\n    \\\"\\\"\\\"Integrate native piecewise-constant density over a spherical cap.\\n    Refine only boundary cells; child densities inherit parent density.\\n    2/nside radians conservatively bounds the center-to-edge separation.\\n    Terminal cells are selected by center. No new reconstruction information\\n    is inferred by subdivision.\\n    \\\"\\\"\\\"\\n    lev, pix, rho = level.copy(), ipix.copy(), density.copy()\\n    center = SkyCoord(ra*u.deg, dec*u.deg)\\n    radius = np.deg2rad(radius_deg)\\n    result = 0.\\n    for _ in range(target_level+1):\\n        lon, lat = healpix_to_lonlat(pix, 2**lev, order=\\\"nested\\\")\\n        distance = center.separation(SkyCoord(lon,lat)).rad\\n        margin = 2.0/(2**lev)\\n        area = np.pi/(3*4.0**lev)\\n        inside = distance+margin < radius\\n        outside = distance-margin > radius\\n        result += np.sum(rho[inside]*area[inside])\\n        border = ~(inside|outside)\\n        terminal = border & (lev >= target_level)\\n        result += np.sum(rho[terminal]*(distance[terminal] <= radius)*area[terminal])\\n        refine = border & ~terminal\\n        if not np.any(refine):\\n            break\\n        lev = np.repeat(lev[refine]+1,4)\\n        pix = (pix[refine,None]*4+np.arange(4)).ravel()\\n        rho = np.repeat(rho[refine],4)\\n    return float(result)\\n\\ndef analyze(zip_path):\\n    records = []\\n    with zipfile.ZipFile(zip_path) as archive:\\n        manifest = json.loads(archive.read(\\\"input-manifest.json\\\"))\\n        for entry in manifest[\\\"files\\\"]:\\n            name = entry[\\\"file\\\"]\\n            compressed = archive.read(name)\\n            assert len(compressed) == entry[\\\"bytes\\\"], name\\n            assert hashlib.sha256(compressed).hexdigest() == entry[\\\"sha256\\\"], name\\n            if not name.endswith(\\\".fits.gz\\\"):\\n                continue\\n            raw = gzip.decompress(compressed)\\n            assert hashlib.sha256(raw).hexdigest() == entry[\\\"uncompressed_sha256\\\"], name\\n            with fits.open(io.BytesIO(raw)) as hdul:\\n                header = hdul[1].header.copy()\\n                uniq = np.asarray(hdul[1].data[\\\"UNIQ\\\"],dtype=np.int64)\\n                rho = np.asarray(hdul[1].data[\\\"PROBDENSITY\\\"],dtype=float)\\n            assert header[\\\"ORDERING\\\"] == \\\"NUNIQ\\\"\\n            assert header[\\\"TUNIT2\\\"] == \\\"sr-1\\\"\\n            level, ipix = uniq_to_level_ipix(uniq)\\n            omega = np.pi/(3*4.0**level)\\n            finite = np.isfinite(rho)\\n            assert np.all(rho[finite] >= 0)\\n            rho = np.where(finite,rho,0)\\n            total = np.sum(rho*omega)\\n            assert total > 0\\n            rho /= total\\n            # Verify no duplicate or overlapping native pixels.\\n            max_level = int(level.max())\\n            starts = ipix*4**(max_level-level)\\n            ends = (ipix+1)*4**(max_level-level)\\n            spatial_order = np.argsort(starts)\\n            assert len(np.unique(uniq)) == len(uniq)\\n            assert np.all(starts[spatial_order][1:] >= ends[spatial_order][:-1])\\n            rank = np.argsort(-rho,kind=\\\"stable\\\")\\n            cumulative = np.cumsum(rho[rank]*omega[rank])\\n            areas = omega*(180/np.pi)**2\\n            record = {\\n                \\\"event\\\": name.split(\\\"_\\\")[0],\\n                \\\"source_url\\\": entry[\\\"source_url\\\"],\\n                \\\"sha256\\\": entry[\\\"sha256\\\"],\\n                \\\"date\\\": header[\\\"DATE-OBS\\\"],\\n                \\\"probability_sum\\\": total,\\n                \\\"invalid_pixels\\\": int((~finite).sum()),\\n                \\\"sky_coverage_fraction\\\": float(omega.sum()/(4*np.pi)),\\n                \\\"status_audit\\\": \\\"revision/retraction unverified; no event notices supplied\\\",\\n            }\\n            for cl in (50,90):\\n                target = cl/100\\n                k = np.searchsorted(cumulative,target)\\n                previous = 0. if k == 0 else cumulative[k-1]\\n                lower = areas[rank[:k]].sum()\\n                upper = lower+areas[rank[k]]\\n                interp = lower+(target-previous)/(cumulative[k]-previous)*areas[rank[k]]\\n                stored = header[f\\\"CONTOUR_AREA_{cl}\\\"]\\n                ra_mean = (abs(header[f\\\"RA_ERR_PLUS_{cl}\\\"])+abs(header[f\\\"RA_ERR_MINUS_{cl}\\\"]))/2\\n                dec_mean = (abs(header[f\\\"DEC_ERR_PLUS_{cl}\\\"])+abs(header[f\\\"DEC_ERR_MINUS_{cl}\\\"]))/2\\n                radius = np.sqrt(ra_mean*np.cos(np.deg2rad(header[\\\"DEC\\\"]))*dec_mean)\\n                cap_area = 2*np.pi*(1-np.cos(np.deg2rad(radius)))*(180/np.pi)**2\\n                raw_area = np.interp(target,np.r_[0,cumulative*total],\\n                                     np.r_[0,np.cumsum(areas[rank])])\\n                record.update({\\n                    f\\\"area{cl}_lower_deg2\\\": lower,\\n                    f\\\"area{cl}_upper_deg2\\\": upper,\\n                    f\\\"area{cl}_interp_deg2\\\": interp,\\n                    f\\\"area{cl}_rawmass_deg2\\\": raw_area,\\n                    f\\\"moons{cl}\\\": interp/MOON_DEG2,\\n                    f\\\"header{cl}_deg2\\\": stored,\\n                    f\\\"header{cl}_moons\\\": stored/MOON_DEG2,\\n                    f\\\"diff{cl}_percent\\\": 100*(interp/stored-1),\\n                    f\\\"circle{cl}_radius_deg\\\": radius,\\n                    f\\\"circle{cl}_deg2\\\": cap_area,\\n                    f\\\"circle{cl}_moons\\\": cap_area/MOON_DEG2,\\n                    f\\\"circle{cl}_over_map\\\": cap_area/interp,\\n                    f\\\"circle{cl}_mass_refined\\\": circle_probability(\\n                        level,ipix,rho,header[\\\"RA\\\"],header[\\\"DEC\\\"],radius),\\n                })\\n            records.append(record)\\n    return pd.DataFrame(records)\\n\\nif __name__ == \\\"__main__\\\":\\n    parser = argparse.ArgumentParser(description=__doc__)\\n    parser.add_argument(\\\"archive\\\")\\n    parser.add_argument(\\\"--output\\\",default=\\\"reproduced-results.csv\\\")\\n    args = parser.parse_args()\\n    result = analyze(args.archive)\\n    result.to_csv(args.output,index=False,float_format=\\\"%.10g\\\")\\n    print(result[[\\\"event\\\",\\\"moons50\\\",\\\"moons90\\\"]].to_string(index=False))\\n\"\nrepro_namespace={'__name__':'validation'}\nexec(compile(repro_source,'icecube-localization-analysis.py','exec'),repro_namespace)\nreproduced=repro_namespace['analyze'](zip_path)\nfor col in ['area50_interp_deg2','area90_interp_deg2','moons50','moons90','circle50_mass_refined','circle90_mass_refined']:\n    assert np.allclose(reproduced[col],df[col],rtol=1e-10,atol=1e-12),col\nprint('Standalone analysis reproduced all 20 event areas and both circle integrals.')",
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      "text": {
        "stdout": "Standalone analysis reproduced all 20 event areas and both circle integrals.\n",
        "stderr": "",
        "traceback": "",
        "plain": [
          "Standalone analysis reproduced all 20 event areas and both circle integrals.\n"
        ]
      },
      "outputs": [
        {
          "type": "stream",
          "name": "stdout",
          "text": "Standalone analysis reproduced all 20 event areas and both circle integrals.\n"
        }
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          "exports": [
            "apply_figure_style",
            "set_frame",
            "panel_letter",
            "focal_palette",
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            "strip_with_median",
            "goodness_arrow",
            "two_tier_label",
            "end_of_line_labels",
            "panel_crops"
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          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
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      "submissionFingerprint": "4f86da7227e247ec84124b75b6d1662c186c6e926c97b4240070b2835f2d99d4",
      "admittedAt": 1791511707503,
      "kernelEpochId": "90c08e37-9def-410b-953d-50c425e7f96a",
      "executionInvocationId": "2002a815-344e-4d98-a671-ad76c7df0ce8",
      "cellId": "repl-notebook-run-1791511707503-231",
      "source": "agent",
      "inputKind": "cell",
      "kernelKind": "repl",
      "replPersistentBindings": true,
      "script": "console.log(JSON.stringify(await host.artifacts({search:'gcn',limit:100})));",
      "status": "completed",
      "startedAt": 1791511707556,
      "cwdBefore": "$DATA/notebooks/cmuzipxm4000grxoq6u2ose79/01a11b81-c5e1-7663-a4ea-873f68e0e1c8/data",
      "rootFrameId": "root-frame-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "agentFrameId": "root-frame-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "messageBranchId": "message-branch-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "runtimeSegmentId": "runtime-segment-1791511681560-34",
      "promptMessageId": "message-909be310-092b-4d57-9ea8-4c54bbb77b57",
      "text": {
        "stdout": "{\"count\":0,\"projectId\":\"cmuzipxm4000grxoq6u2ose79\",\"truncated\":false,\"artifacts\":[]}\n",
        "stderr": "",
        "traceback": "",
        "plain": [
          "{\"count\":0,\"projectId\":\"cmuzipxm4000grxoq6u2ose79\",\"truncated\":false,\"artifacts\":[]}\n"
        ]
      },
      "outputs": [
        {
          "type": "stream",
          "name": "stdout",
          "text": "{\"count\":0,\"projectId\":\"cmuzipxm4000grxoq6u2ose79\",\"truncated\":false,\"artifacts\":[]}\n"
        }
      ],
      "artifacts": [],
      "workingFiles": [],
      "inputFiles": [],
      "frozenRuntimeTarget": {
        "language": "repl",
        "environment": "control-plane",
        "processKey": "repl"
      },
      "endedAt": 1791511708014,
      "cwdAfter": "$DATA/notebooks/cmuzipxm4000grxoq6u2ose79/01a11b81-c5e1-7663-a4ea-873f68e0e1c8/data",
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        "evidenceId": "execution-file-evidence-notebook-run-1791511707503-231",
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        "relationCount": 3,
        "generationCount": 3,
        "scientificOutputCount": 0,
        "initialViewState": "complete",
        "managedRootsFinalState": "partial",
        "scientificOutputAnalysis": "partial",
        "fileReads": "partial",
        "externalPaths": "partial",
        "writerAttribution": "partial",
        "reasonCodes": [
          "delayed-writes-not-observed",
          "dynamic-path-unresolved",
          "external-paths-not-observed",
          "file-reads-not-observed",
          "remote-outputs-not-observed",
          "source-analysis-unsupported-call",
          "transient-files-not-captured",
          "writer-not-isolated"
        ]
      },
      "environmentCapture": {
        "state": "unavailable",
        "reason": "environment-not-supported"
      },
      "kernelDispatched": true
    },
    {
      "runId": "notebook-run-1791511829548-232",
      "executionMode": "foreground",
      "submissionIdentity": "b91d304b-b9f1-4ca3-98b8-7590f8712b1e",
      "submissionFingerprint": "d8fb805734fffc61aa869a15f9d61833845ef6b9505d83858e856c88bc3280e2",
      "admittedAt": 1791511829548,
      "kernelEpochId": "bbb3b8c7-ce92-43df-ac45-58c516aa81d2",
      "executionInvocationId": "b91d304b-b9f1-4ca3-98b8-7590f8712b1e",
      "cellId": "cell-6c2910a7-077e-4647-a52d-5e299481b201",
      "source": "agent",
      "inputKind": "cell",
      "kernelKind": "python",
      "script": "import zipfile, json\nzgcn=zipfile.ZipFile('inputs/gcn-event-records-20261009-54fef5167e1e.zip')\nprint([(x.filename,x.file_size) for x in zgcn.infolist()])\nprint('Existing analysis objects:',{k:k in globals() for k in ['maps','df','doc','zip_path']})",
      "status": "completed",
      "startedAt": 1791511829743,
      "cwdBefore": "$DATA/notebooks/cmuzipxm4000grxoq6u2ose79/01a11b81-c5e1-7663-a4ea-873f68e0e1c8/data",
      "executionCount": 17,
      "environment": "default-python",
      "rootFrameId": "root-frame-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "agentFrameId": "root-frame-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "messageBranchId": "message-branch-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "runtimeSegmentId": "runtime-segment-1791511681560-34",
      "promptMessageId": "message-c30a91a8-7f71-48a8-a6fb-bad2629d3d0a",
      "text": {
        "stdout": "[('IceCube-260115A.txt', 11693), ('IceCube-260125A.txt', 10400), ('IceCube-260217A.txt', 10167), ('IceCube-260315A.txt', 16975), ('IceCube-260425A.txt', 7679), ('IceCube-260504A.txt', 10373), ('IceCube-260610A.txt', 13065), ('IceCube-260622A.txt', 8664), ('IceCube-260704A.txt', 13684), ('IceCube-260708A.txt', 16634), ('IceCube-260712A.txt', 11738), ('IceCube-260722A.txt', 14830), ('IceCube-260805A.txt', 13644), ('IceCube-260807A.txt', 8233), ('IceCube-260821A.txt', 11047), ('IceCube-260825A.txt', 11967), ('IceCube-260827A.txt', 10219), ('IceCube-260916A.txt', 8818), ('IceCube-260919A.txt', 7716), ('IceCube-260930A.txt', 7900), ('manifest.json', 9103)]\nExisting analysis objects: {'maps': True, 'df': True, 'doc': True, 'zip_path': True}\n",
        "stderr": "",
        "traceback": "",
        "plain": [
          "[('IceCube-260115A.txt', 11693), ('IceCube-260125A.txt', 10400), ('IceCube-260217A.txt', 10167), ('IceCube-260315A.txt', 16975), ('IceCube-260425A.txt', 7679), ('IceCube-260504A.txt', 10373), ('IceCube-260610A.txt', 13065), ('IceCube-260622A.txt', 8664), ('IceCube-260704A.txt', 13684), ('IceCube-260708A.txt', 16634), ('IceCube-260712A.txt', 11738), ('IceCube-260722A.txt', 14830), ('IceCube-260805A.txt', 13644), ('IceCube-260807A.txt', 8233), ('IceCube-260821A.txt', 11047), ('IceCube-260825A.txt', 11967), ('IceCube-260827A.txt', 10219), ('IceCube-260916A.txt', 8818), ('IceCube-260919A.txt', 7716), ('IceCube-260930A.txt', 7900), ('manifest.json', 9103)]\nExisting analysis objects: {'maps': True, 'df': True, 'doc': True, 'zip_path': True}\n"
        ]
      },
      "outputs": [
        {
          "type": "stream",
          "name": "stdout",
          "text": "[('IceCube-260115A.txt', 11693), ('IceCube-260125A.txt', 10400), ('IceCube-260217A.txt', 10167), ('IceCube-260315A.txt', 16975), ('IceCube-260425A.txt', 7679), ('IceCube-260504A.txt', 10373), ('IceCube-260610A.txt', 13065), ('IceCube-260622A.txt', 8664), ('IceCube-260704A.txt', 13684), ('IceCube-260708A.txt', 16634), ('IceCube-260712A.txt', 11738), ('IceCube-260722A.txt', 14830), ('IceCube-260805A.txt', 13644), ('IceCube-260807A.txt', 8233), ('IceCube-260821A.txt', 11047), ('IceCube-260825A.txt', 11967), ('IceCube-260827A.txt', 10219), ('IceCube-260916A.txt', 8818), ('IceCube-260919A.txt', 7716), ('IceCube-260930A.txt', 7900), ('manifest.json', 9103)]\nExisting analysis objects: {'maps': True, 'df': True, 'doc': True, 'zip_path': True}\n"
        }
      ],
      "workingFiles": [],
      "inputFiles": [
        {
          "inputFileVersionId": "3b331aed-262e-4de1-b842-e78a7e381142",
          "sourceKind": "upload-version",
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          "sourceCreatedAt": "2026-10-09T02:10:09.097Z",
          "sourceProjectId": "cmuzipxm4000grxoq6u2ose79",
          "sourceSessionId": "01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
          "filename": "gcn-event-records-20261009.zip",
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        "generationCount": 4,
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        "initialViewState": "complete",
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        "scientificOutputAnalysis": "partial",
        "fileReads": "partial",
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        "writerAttribution": "partial",
        "reasonCodes": [
          "delayed-writes-not-observed",
          "external-paths-not-observed",
          "file-reads-not-observed",
          "remote-outputs-not-observed",
          "source-analysis-unsupported-call",
          "transient-files-not-captured",
          "writer-not-isolated"
        ]
      },
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        "state": "available",
        "manifestChecksum": "08e226dd731c8688c6d5383b9c3cbdddde3154ae15e11ad5b7a30efa229c1475",
        "warnings": [
          "inventory-cache-best-effort"
        ]
      },
      "environmentLock": {
        "state": "partial",
        "format": "environment-lock-bundle",
        "lockChecksum": "0c1077b783d4dc2dde1ff9d853127b27f5171b24f8c0712409c54bb8ffcb8459",
        "partialReasons": [
          "non-conda-package-detected"
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        "diagnostics": [
          {
            "reason": "package-lock-missing",
            "packageName": "fonttools",
            "observedVersion": "4.63.0"
          },
          {
            "reason": "package-lock-missing",
            "packageName": "kiwisolver",
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          },
          {
            "reason": "package-lock-missing",
            "packageName": "matplotlib",
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            "packageName": "pip",
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            "reason": "package-lock-missing",
            "packageName": "setuptools",
            "observedVersion": "83.0.0"
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        ]
      },
      "kernelDispatched": true,
      "helperModules": [
        {
          "helperId": "figure-style",
          "skillIdentity": "figure-style",
          "packageOrigin": "builtin",
          "interfaceRevision": "1",
          "registeredGeneration": "sha256:90258343aec7bb96c2e129c39e1beb23230ee947c0db563f96913458d1795f1d",
          "exports": [
            "apply_figure_style",
            "set_frame",
            "panel_letter",
            "focal_palette",
            "bar_with_points",
            "strip_with_median",
            "goodness_arrow",
            "two_tier_label",
            "end_of_line_labels",
            "panel_crops"
          ],
          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
        }
      ],
      "helperEvidenceStatus": {
        "state": "complete"
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      "environmentManifest": {
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        "captureKind": "completed-run",
        "capturedAt": "2026-10-09T02:10:31.820Z",
        "installedInventory": {
          "capturedAt": "2026-10-09T01:56:54.356Z",
          "source": "cache-reused",
          "validation": "best-effort"
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        "kernelKind": "python",
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            "pythonRandomState": {
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        "stdout": "Manifest keys ['scope', 'records']\n{'scope': 'Operator-retrieved public GCN event pages for 20 supplied files. A successful page and absence of a retraction word are not a complete notice-stream/revision audit. Original FITS latest-version identity remains unverified.', 'records': [{'event': 'IceCube-260115A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260115a', 'retrieved_utc': '2026-10-09T01:57:19.637161+00:00', 'status': 200, 'sha256': 'f27cdd00c272b3da2caad0ce065a46edc91bbd7dadef7b414ea2bf1f8d55caa0', 'circular_ids': ['43419', '43421', '43428', '43443', '43497'], 'contains_retraction_word': False}, {'event': 'IceCube-260125A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260125a', 'retrieved_utc': '2026-10-09T01:57:19.637495+00:00', 'status': 200, 'sha256': '8c2e00181c4b9f23874aaf9d76cd68105e0809fe17325cf8fe3c0153869b53b7', 'circular_ids': ['43419', '43512', '43519', '43545', '43547'], 'contains_retraction_word': False}, {'event': 'IceCube-260217A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260217a', 'retrieved_utc': '2026-10-09T01:57:19.637679+00:00', 'status': 200, 'sha256': '2f87fb6698d9ad0a877f93761ceec447233046d66e0c356a7b30db73e02d0d45', 'circular_ids': ['43419', '43768', '43781', '43788', '43911'], 'contains_retraction_word': False}, {'event': 'IceCube-260315A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260315a', 'retrieved_utc': '2026-10-09T01:57:19.637780+00:00', 'status': 200, 'sha256': 'dcf1d3972dbc4eae9cc565ad20a4737726072a7ef93401931954d33d50e73631', 'circular_ids': ['43419', '44017', '44023', '44026', '44033', '44036', '44042', '44048'], 'contains_retraction_word': False}, {'event': 'IceCube-260425A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260425a', 'retrieved_utc': '2026-10-09T01:57:20.832925+00:00', 'status': 200, 'sha256': 'ffdd427b93bb15db6f0784564ada6516cc91a2f56ea44c0095b9f898ab1a48e0', 'circular_ids': ['43419', '44409', '44414', '44422'], 'contains_retraction_word': False}, {'event': 'IceCube-260504A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260504a', 'retrieved_utc': '2026-10-09T01:57:20.847587+00:00', 'status': 200, 'sha256': '480970a3e9f0e0167d858608be6c71b3a08b6a9c9e77f81c40e6ba2f5246dea4', 'circular_ids': ['43419', '44464', '44472', '44502', '44620'], 'contains_retraction_word': False}, {'even\nGCN - Circulars - Events - IceCube-260115ASkip to main content\nAn official website of the United States government\nHere’s how you know\n\nHere’s how you know\nOfficial websites use .govA .gov website belongs to an official government organization in the United States.\n\n\nSecure .gov websites use HTTPSA lock () or https:// means you’ve safely connected to the .gov website. Share sensitive information only on official, secure websites.\n\n\n\n\n\nGeneral Coordinates Network\nMenu\nMissions\nNotices\nCirculars\nDocumentation\nSign in / Sign up\n\nJSON Notices via Email, Kafka Cron Jobs, Submitter Profile, GCN is Hiring. See news and announcements\n\nBack\nIceCube-260115A\nGCN Circular 43497\nSubject\nIceCube-260115A: No Candidate Transients from the Zwicky Transient Facility\n\nDate\n2026-01-22T08:15:17Z (9 months ago)\n\nFrom\nJannis Necker at DESY <jannis.necker@desy.de>\n\nVia\nWeb form\n\n\nAkshay Eranhalodi (DESY), Robert Stein (JSI), Jannis Necker (Leiden University), and Anna Franckowiak (Ruhr University Bochum) report,\n\nOn behalf of the Zwicky Transient Facility (ZTF) and Global Relay of Observatories Watching Transients Happen (GROWTH) collaborations: \n\nAs part of the ZTF neutrino follow up program (Stein et al. 2023), we observed the localization region of the neutrino event IceCube-260115A (Zegarelli et. al, GCN 43421Loading...\n \n \n\n) with the Palomar 48-inch telescope, equipped with the 47 square degree ZTF camera (Bellm et al. 2019, Graham et al. 2019). We started observations in the g- and r-band beginning at 2026-01-16 05:53 UTC, approximately 12.3 hours after event time. We covered 99.2% (8.2 sq deg) of the reported localization region. This estimate accounts for chip gaps. Each exposure was 300s with a typical depth of 21.0 mag. \n \nThe images were processed in real-time through the ZTF reduction and image subtraction pipelines at IPAC to search for potential counterparts (Masci et al. 2019). AMPEL (Nordin et al. 2019, Stein et al. 2021) was used to search the alerts database for candidates. We reject stellar sources (Tachibana and Miller 2018) and moving objects, and apply machine learning algorithms (Mahabal et al. 2019) . We are left with one transient candidate by our pipeline within the 90.0% localization of the skymap.\n\n+--------------------------------------------------------------------------------+\n| ZTF Name     | IAU Name  | RA (deg)    | DEC (deg)   | Filter | Mag   | MagErr |\n+--------------------------------------------------------------------------------+\n| ZTF26aabnqai | AT2026azbLoading...\n \n \n\n | 145.5760425 | +13.0239392 | r      | 21.08 | 0.15   |\n+--------------------------------------------------------------------------------+\n\nZTF26aabnqai was first detected on 2026-01-16 at an apparent magnitude of about 21 mag in r-band. The g-r color is around 0.5 mag. Forced photometry revealed previous detections up to a week earlier with a fading rate of about 0.5 mag per day. The host galaxy has a photometric redshift of 0.23 +/- 0.08 in Legacy Survey. During our latest observatiosn the transient was no longer detectable, consistent with continued fading. This makes the transients too faint for our spectroscopic programs. However, the color, fade time and inferred absolute magnitude are all broadly consistent with a Type Ia supernova. These are not expected to emit high-energy neutrinos and thus we consider ZTF26aabnqai unlikely to be related to IceCube-260115A.\n\nWe further identify following quasars without contemporaneous flaring activity. The hosts of ZTF22aaejlfn (SDSS J094112.55+131224.9), ZTF25aadwsdp (SDSS J093659.79+124616.6), ZTF25aadxqgk (SDSS J094449.16+120545.5), and ZTF25aarudkx (SDSS J094755.84+125346.4) are listed in MILLIQUAS (Flesch et al., 2023). ZTF24abwkvpl was first detected on 2024-11-05. Its host, SDSS J093633.62+131948.5, is part of a selection of quasars by SDSS photometry (Richards et al., 2009). The hosts of ZTF25aaedxfb, and ZTF25aadxmes show red, AGN-like WISE colors with W1-W2>0.8 (Stern et al., 2012). ZTF25abttvfc was consistently detected over the last 100 days with varying brightness. ZTF18acqfhyp, ZTF25aadnych, and ZTF25aadoovh were sporadically detected before the neutrino arrival and are likely variable sources at the sensitivity limit.\n\nZTF and GROWTH are worldwide collaborations comprising Caltech, USA; IPAC, USA; WIS, Israel; OKC, Sweden; JSI/UMd, USA; DESY, Germany; TANGO, Taiwan; UW Milwaukee, USA; LANL, USA; TCD, Ireland; IN2P3, France.\n\nGROWTH acknowledges generous support of the NSF under PIRE Grant No 1545949.\nAlert distribution service provided by DIRAC@UW (Patterson et al. 2019).\nAlert database searches are done by AMPEL (Nordin et al. 2019).\nAlert filtering is performed with the nuztf (Stein et al. 2021, https://github.com/desy-multimessenger/nuztf ).\n\n\n\nGCN Circular 43443\nSubject\nFermi-LAT Gamma-ray Observations of IceCube-260115A\n\nDate\n2026-01-18T12:14:23Z (9 months ago)\n\nFrom\nSimone Garrappa at Weizmann Institute of Science <simone.garrappa@weizmann.ac.il>\n\nVia\nWeb form\n\n\nS. Garrappa (Weizmann Institute of Science), L. Pfeiffer (Univ. of Wuerzburg), S. Buson (DESY, Univ. of Wuerzburg) and C. Bartolini (INFN Bari) on behalf of the Fermi-LAT collaboration:\n\nWe report an analysis of observations of the vicinity of the high-energy IC260115A neutrino event (GCN 43421Loading...\n \n \n\n) with all-sky survey data from the Large Area Telescope (LAT), on board the Fermi Gamma-ray Space Telescope. The IceCube event was detected on 2026-01-15 at 17:32:35.71 UTC (T0) with J2000 position RA = 145.77 (+2.29, -1.77) deg, Decl. = 12.41 (+1.18, -0.91) deg 90% PSF containment (J2000). No cataloged gamma-ray sources are found within the 90% IC260115A localization error (4FGL-DR4; The Fourth Fermi-LAT catalog Data Release 4, The Fermi-LAT collaboration 2023, arXiv:2307.12546Loading...\n \n \n\n).\n\nWe searched for the existence of intermediate (days to years) timescale emission from a new gamma-ray transient source. Preliminary analysis indicates no significant (>5sigma) new excess emission (> 100 MeV) within the IC260115A 90% confidence localization. Assuming a power-law spectrum (photon index = 2.0 fixed) for a point source at the IC260115A best-fit position, the >100 MeV flux upper limit (95% confidence) is <4.3e-10 ph cm^-2 s^-1 for ~17-years (2008-08-04 / T0), <3.8e-09 (<2.9e-07) ph cm^-2 s^-1 for a 1-month (1-day) integration time before T0.\n\nSince Fermi normally operates in an all-sky scanning mode, regular monitoring of this source will continue. For this source, the Fermi-LAT contact person is S. Garrappa (simone.garrappa at weizmann.ac.il).\n\nThe Fermi LAT is a pair conversion telescope designed to cover the energy band from 20 MeV to greater than 300 GeV. It is the product of an international collaboration between NASA and DOE in the U.S. and many scientific institutions across France, Italy, Japan and Sweden.\n\n\n\n\n\nGCN Circular 43428\nSubject\nIceCube-260115A: Upper limits from a search for additional neutrino events in IceCube\n\nDate\n2026-01-16T21:03:16Z (9 months ago)\n\nFrom\nYuhua Yao at  IceCube/UW-Madison <yyao255@icecube.wisc.edu>\n\nVia\nWeb form\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nIceCube has performed a search [1] for additional track-like muon neutrino events arriving from the direction of IceCube-260115A (https://gcn.nasa.gov/circulars/43421Loading...\n \n \n\n) in a time range of 1000 seconds centered on the alert event time (2026-01-15 17:24:15.710 UTC to 2026-01-15 17:40:55.710 UTC) during which IceCube w\n",
        "stderr": "",
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        "plain": [
          "Manifest keys ['scope', 'records']\n{'scope': 'Operator-retrieved public GCN event pages for 20 supplied files. A successful page and absence of a retraction word are not a complete notice-stream/revision audit. Original FITS latest-version identity remains unverified.', 'records': [{'event': 'IceCube-260115A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260115a', 'retrieved_utc': '2026-10-09T01:57:19.637161+00:00', 'status': 200, 'sha256': 'f27cdd00c272b3da2caad0ce065a46edc91bbd7dadef7b414ea2bf1f8d55caa0', 'circular_ids': ['43419', '43421', '43428', '43443', '43497'], 'contains_retraction_word': False}, {'event': 'IceCube-260125A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260125a', 'retrieved_utc': '2026-10-09T01:57:19.637495+00:00', 'status': 200, 'sha256': '8c2e00181c4b9f23874aaf9d76cd68105e0809fe17325cf8fe3c0153869b53b7', 'circular_ids': ['43419', '43512', '43519', '43545', '43547'], 'contains_retraction_word': False}, {'event': 'IceCube-260217A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260217a', 'retrieved_utc': '2026-10-09T01:57:19.637679+00:00', 'status': 200, 'sha256': '2f87fb6698d9ad0a877f93761ceec447233046d66e0c356a7b30db73e02d0d45', 'circular_ids': ['43419', '43768', '43781', '43788', '43911'], 'contains_retraction_word': False}, {'event': 'IceCube-260315A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260315a', 'retrieved_utc': '2026-10-09T01:57:19.637780+00:00', 'status': 200, 'sha256': 'dcf1d3972dbc4eae9cc565ad20a4737726072a7ef93401931954d33d50e73631', 'circular_ids': ['43419', '44017', '44023', '44026', '44033', '44036', '44042', '44048'], 'contains_retraction_word': False}, {'event': 'IceCube-260425A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260425a', 'retrieved_utc': '2026-10-09T01:57:20.832925+00:00', 'status': 200, 'sha256': 'ffdd427b93bb15db6f0784564ada6516cc91a2f56ea44c0095b9f898ab1a48e0', 'circular_ids': ['43419', '44409', '44414', '44422'], 'contains_retraction_word': False}, {'event': 'IceCube-260504A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260504a', 'retrieved_utc': '2026-10-09T01:57:20.847587+00:00', 'status': 200, 'sha256': '480970a3e9f0e0167d858608be6c71b3a08b6a9c9e77f81c40e6ba2f5246dea4', 'circular_ids': ['43419', '44464', '44472', '44502', '44620'], 'contains_retraction_word': False}, {'even\nGCN - Circulars - Events - IceCube-260115ASkip to main content\nAn official website of the United States government\nHere’s how you know\n\nHere’s how you know\nOfficial websites use .govA .gov website belongs to an official government organization in the United States.\n\n\nSecure .gov websites use HTTPSA lock () or https:// means you’ve safely connected to the .gov website. Share sensitive information only on official, secure websites.\n\n\n\n\n\nGeneral Coordinates Network\nMenu\nMissions\nNotices\nCirculars\nDocumentation\nSign in / Sign up\n\nJSON Notices via Email, Kafka Cron Jobs, Submitter Profile, GCN is Hiring. See news and announcements\n\nBack\nIceCube-260115A\nGCN Circular 43497\nSubject\nIceCube-260115A: No Candidate Transients from the Zwicky Transient Facility\n\nDate\n2026-01-22T08:15:17Z (9 months ago)\n\nFrom\nJannis Necker at DESY <jannis.necker@desy.de>\n\nVia\nWeb form\n\n\nAkshay Eranhalodi (DESY), Robert Stein (JSI), Jannis Necker (Leiden University), and Anna Franckowiak (Ruhr University Bochum) report,\n\nOn behalf of the Zwicky Transient Facility (ZTF) and Global Relay of Observatories Watching Transients Happen (GROWTH) collaborations: \n\nAs part of the ZTF neutrino follow up program (Stein et al. 2023), we observed the localization region of the neutrino event IceCube-260115A (Zegarelli et. al, GCN 43421Loading...\n \n \n\n) with the Palomar 48-inch telescope, equipped with the 47 square degree ZTF camera (Bellm et al. 2019, Graham et al. 2019). We started observations in the g- and r-band beginning at 2026-01-16 05:53 UTC, approximately 12.3 hours after event time. We covered 99.2% (8.2 sq deg) of the reported localization region. This estimate accounts for chip gaps. Each exposure was 300s with a typical depth of 21.0 mag. \n \nThe images were processed in real-time through the ZTF reduction and image subtraction pipelines at IPAC to search for potential counterparts (Masci et al. 2019). AMPEL (Nordin et al. 2019, Stein et al. 2021) was used to search the alerts database for candidates. We reject stellar sources (Tachibana and Miller 2018) and moving objects, and apply machine learning algorithms (Mahabal et al. 2019) . We are left with one transient candidate by our pipeline within the 90.0% localization of the skymap.\n\n+--------------------------------------------------------------------------------+\n| ZTF Name     | IAU Name  | RA (deg)    | DEC (deg)   | Filter | Mag   | MagErr |\n+--------------------------------------------------------------------------------+\n| ZTF26aabnqai | AT2026azbLoading...\n \n \n\n | 145.5760425 | +13.0239392 | r      | 21.08 | 0.15   |\n+--------------------------------------------------------------------------------+\n\nZTF26aabnqai was first detected on 2026-01-16 at an apparent magnitude of about 21 mag in r-band. The g-r color is around 0.5 mag. Forced photometry revealed previous detections up to a week earlier with a fading rate of about 0.5 mag per day. The host galaxy has a photometric redshift of 0.23 +/- 0.08 in Legacy Survey. During our latest observatiosn the transient was no longer detectable, consistent with continued fading. This makes the transients too faint for our spectroscopic programs. However, the color, fade time and inferred absolute magnitude are all broadly consistent with a Type Ia supernova. These are not expected to emit high-energy neutrinos and thus we consider ZTF26aabnqai unlikely to be related to IceCube-260115A.\n\nWe further identify following quasars without contemporaneous flaring activity. The hosts of ZTF22aaejlfn (SDSS J094112.55+131224.9), ZTF25aadwsdp (SDSS J093659.79+124616.6), ZTF25aadxqgk (SDSS J094449.16+120545.5), and ZTF25aarudkx (SDSS J094755.84+125346.4) are listed in MILLIQUAS (Flesch et al., 2023). ZTF24abwkvpl was first detected on 2024-11-05. Its host, SDSS J093633.62+131948.5, is part of a selection of quasars by SDSS photometry (Richards et al., 2009). The hosts of ZTF25aaedxfb, and ZTF25aadxmes show red, AGN-like WISE colors with W1-W2>0.8 (Stern et al., 2012). ZTF25abttvfc was consistently detected over the last 100 days with varying brightness. ZTF18acqfhyp, ZTF25aadnych, and ZTF25aadoovh were sporadically detected before the neutrino arrival and are likely variable sources at the sensitivity limit.\n\nZTF and GROWTH are worldwide collaborations comprising Caltech, USA; IPAC, USA; WIS, Israel; OKC, Sweden; JSI/UMd, USA; DESY, Germany; TANGO, Taiwan; UW Milwaukee, USA; LANL, USA; TCD, Ireland; IN2P3, France.\n\nGROWTH acknowledges generous support of the NSF under PIRE Grant No 1545949.\nAlert distribution service provided by DIRAC@UW (Patterson et al. 2019).\nAlert database searches are done by AMPEL (Nordin et al. 2019).\nAlert filtering is performed with the nuztf (Stein et al. 2021, https://github.com/desy-multimessenger/nuztf ).\n\n\n\nGCN Circular 43443\nSubject\nFermi-LAT Gamma-ray Observations of IceCube-260115A\n\nDate\n2026-01-18T12:14:23Z (9 months ago)\n\nFrom\nSimone Garrappa at Weizmann Institute of Science <simone.garrappa@weizmann.ac.il>\n\nVia\nWeb form\n\n\nS. Garrappa (Weizmann Institute of Science), L. Pfeiffer (Univ. of Wuerzburg), S. Buson (DESY, Univ. of Wuerzburg) and C. Bartolini (INFN Bari) on behalf of the Fermi-LAT collaboration:\n\nWe report an analysis of observations of the vicinity of the high-energy IC260115A neutrino event (GCN 43421Loading...\n \n \n\n) with all-sky survey data from the Large Area Telescope (LAT), on board the Fermi Gamma-ray Space Telescope. The IceCube event was detected on 2026-01-15 at 17:32:35.71 UTC (T0) with J2000 position RA = 145.77 (+2.29, -1.77) deg, Decl. = 12.41 (+1.18, -0.91) deg 90% PSF containment (J2000). No cataloged gamma-ray sources are found within the 90% IC260115A localization error (4FGL-DR4; The Fourth Fermi-LAT catalog Data Release 4, The Fermi-LAT collaboration 2023, arXiv:2307.12546Loading...\n \n \n\n).\n\nWe searched for the existence of intermediate (days to years) timescale emission from a new gamma-ray transient source. Preliminary analysis indicates no significant (>5sigma) new excess emission (> 100 MeV) within the IC260115A 90% confidence localization. Assuming a power-law spectrum (photon index = 2.0 fixed) for a point source at the IC260115A best-fit position, the >100 MeV flux upper limit (95% confidence) is <4.3e-10 ph cm^-2 s^-1 for ~17-years (2008-08-04 / T0), <3.8e-09 (<2.9e-07) ph cm^-2 s^-1 for a 1-month (1-day) integration time before T0.\n\nSince Fermi normally operates in an all-sky scanning mode, regular monitoring of this source will continue. For this source, the Fermi-LAT contact person is S. Garrappa (simone.garrappa at weizmann.ac.il).\n\nThe Fermi LAT is a pair conversion telescope designed to cover the energy band from 20 MeV to greater than 300 GeV. It is the product of an international collaboration between NASA and DOE in the U.S. and many scientific institutions across France, Italy, Japan and Sweden.\n\n\n\n\n\nGCN Circular 43428\nSubject\nIceCube-260115A: Upper limits from a search for additional neutrino events in IceCube\n\nDate\n2026-01-16T21:03:16Z (9 months ago)\n\nFrom\nYuhua Yao at  IceCube/UW-Madison <yyao255@icecube.wisc.edu>\n\nVia\nWeb form\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nIceCube has performed a search [1] for additional track-like muon neutrino events arriving from the direction of IceCube-260115A (https://gcn.nasa.gov/circulars/43421Loading...\n \n \n\n) in a time range of 1000 seconds centered on the alert event time (2026-01-15 17:24:15.710 UTC to 2026-01-15 17:40:55.710 UTC) during which IceCube w\n"
        ]
      },
      "outputs": [
        {
          "type": "stream",
          "name": "stdout",
          "text": "Manifest keys ['scope', 'records']\n{'scope': 'Operator-retrieved public GCN event pages for 20 supplied files. A successful page and absence of a retraction word are not a complete notice-stream/revision audit. Original FITS latest-version identity remains unverified.', 'records': [{'event': 'IceCube-260115A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260115a', 'retrieved_utc': '2026-10-09T01:57:19.637161+00:00', 'status': 200, 'sha256': 'f27cdd00c272b3da2caad0ce065a46edc91bbd7dadef7b414ea2bf1f8d55caa0', 'circular_ids': ['43419', '43421', '43428', '43443', '43497'], 'contains_retraction_word': False}, {'event': 'IceCube-260125A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260125a', 'retrieved_utc': '2026-10-09T01:57:19.637495+00:00', 'status': 200, 'sha256': '8c2e00181c4b9f23874aaf9d76cd68105e0809fe17325cf8fe3c0153869b53b7', 'circular_ids': ['43419', '43512', '43519', '43545', '43547'], 'contains_retraction_word': False}, {'event': 'IceCube-260217A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260217a', 'retrieved_utc': '2026-10-09T01:57:19.637679+00:00', 'status': 200, 'sha256': '2f87fb6698d9ad0a877f93761ceec447233046d66e0c356a7b30db73e02d0d45', 'circular_ids': ['43419', '43768', '43781', '43788', '43911'], 'contains_retraction_word': False}, {'event': 'IceCube-260315A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260315a', 'retrieved_utc': '2026-10-09T01:57:19.637780+00:00', 'status': 200, 'sha256': 'dcf1d3972dbc4eae9cc565ad20a4737726072a7ef93401931954d33d50e73631', 'circular_ids': ['43419', '44017', '44023', '44026', '44033', '44036', '44042', '44048'], 'contains_retraction_word': False}, {'event': 'IceCube-260425A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260425a', 'retrieved_utc': '2026-10-09T01:57:20.832925+00:00', 'status': 200, 'sha256': 'ffdd427b93bb15db6f0784564ada6516cc91a2f56ea44c0095b9f898ab1a48e0', 'circular_ids': ['43419', '44409', '44414', '44422'], 'contains_retraction_word': False}, {'event': 'IceCube-260504A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260504a', 'retrieved_utc': '2026-10-09T01:57:20.847587+00:00', 'status': 200, 'sha256': '480970a3e9f0e0167d858608be6c71b3a08b6a9c9e77f81c40e6ba2f5246dea4', 'circular_ids': ['43419', '44464', '44472', '44502', '44620'], 'contains_retraction_word': False}, {'even\nGCN - Circulars - Events - IceCube-260115ASkip to main content\nAn official website of the United States government\nHere’s how you know\n\nHere’s how you know\nOfficial websites use .govA .gov website belongs to an official government organization in the United States.\n\n\nSecure .gov websites use HTTPSA lock () or https:// means you’ve safely connected to the .gov website. Share sensitive information only on official, secure websites.\n\n\n\n\n\nGeneral Coordinates Network\nMenu\nMissions\nNotices\nCirculars\nDocumentation\nSign in / Sign up\n\nJSON Notices via Email, Kafka Cron Jobs, Submitter Profile, GCN is Hiring. See news and announcements\n\nBack\nIceCube-260115A\nGCN Circular 43497\nSubject\nIceCube-260115A: No Candidate Transients from the Zwicky Transient Facility\n\nDate\n2026-01-22T08:15:17Z (9 months ago)\n\nFrom\nJannis Necker at DESY <jannis.necker@desy.de>\n\nVia\nWeb form\n\n\nAkshay Eranhalodi (DESY), Robert Stein (JSI), Jannis Necker (Leiden University), and Anna Franckowiak (Ruhr University Bochum) report,\n\nOn behalf of the Zwicky Transient Facility (ZTF) and Global Relay of Observatories Watching Transients Happen (GROWTH) collaborations: \n\nAs part of the ZTF neutrino follow up program (Stein et al. 2023), we observed the localization region of the neutrino event IceCube-260115A (Zegarelli et. al, GCN 43421Loading...\n \n \n\n) with the Palomar 48-inch telescope, equipped with the 47 square degree ZTF camera (Bellm et al. 2019, Graham et al. 2019). We started observations in the g- and r-band beginning at 2026-01-16 05:53 UTC, approximately 12.3 hours after event time. We covered 99.2% (8.2 sq deg) of the reported localization region. This estimate accounts for chip gaps. Each exposure was 300s with a typical depth of 21.0 mag. \n \nThe images were processed in real-time through the ZTF reduction and image subtraction pipelines at IPAC to search for potential counterparts (Masci et al. 2019). AMPEL (Nordin et al. 2019, Stein et al. 2021) was used to search the alerts database for candidates. We reject stellar sources (Tachibana and Miller 2018) and moving objects, and apply machine learning algorithms (Mahabal et al. 2019) . We are left with one transient candidate by our pipeline within the 90.0% localization of the skymap.\n\n+--------------------------------------------------------------------------------+\n| ZTF Name     | IAU Name  | RA (deg)    | DEC (deg)   | Filter | Mag   | MagErr |\n+--------------------------------------------------------------------------------+\n| ZTF26aabnqai | AT2026azbLoading...\n \n \n\n | 145.5760425 | +13.0239392 | r      | 21.08 | 0.15   |\n+--------------------------------------------------------------------------------+\n\nZTF26aabnqai was first detected on 2026-01-16 at an apparent magnitude of about 21 mag in r-band. The g-r color is around 0.5 mag. Forced photometry revealed previous detections up to a week earlier with a fading rate of about 0.5 mag per day. The host galaxy has a photometric redshift of 0.23 +/- 0.08 in Legacy Survey. During our latest observatiosn the transient was no longer detectable, consistent with continued fading. This makes the transients too faint for our spectroscopic programs. However, the color, fade time and inferred absolute magnitude are all broadly consistent with a Type Ia supernova. These are not expected to emit high-energy neutrinos and thus we consider ZTF26aabnqai unlikely to be related to IceCube-260115A.\n\nWe further identify following quasars without contemporaneous flaring activity. The hosts of ZTF22aaejlfn (SDSS J094112.55+131224.9), ZTF25aadwsdp (SDSS J093659.79+124616.6), ZTF25aadxqgk (SDSS J094449.16+120545.5), and ZTF25aarudkx (SDSS J094755.84+125346.4) are listed in MILLIQUAS (Flesch et al., 2023). ZTF24abwkvpl was first detected on 2024-11-05. Its host, SDSS J093633.62+131948.5, is part of a selection of quasars by SDSS photometry (Richards et al., 2009). The hosts of ZTF25aaedxfb, and ZTF25aadxmes show red, AGN-like WISE colors with W1-W2>0.8 (Stern et al., 2012). ZTF25abttvfc was consistently detected over the last 100 days with varying brightness. ZTF18acqfhyp, ZTF25aadnych, and ZTF25aadoovh were sporadically detected before the neutrino arrival and are likely variable sources at the sensitivity limit.\n\nZTF and GROWTH are worldwide collaborations comprising Caltech, USA; IPAC, USA; WIS, Israel; OKC, Sweden; JSI/UMd, USA; DESY, Germany; TANGO, Taiwan; UW Milwaukee, USA; LANL, USA; TCD, Ireland; IN2P3, France.\n\nGROWTH acknowledges generous support of the NSF under PIRE Grant No 1545949.\nAlert distribution service provided by DIRAC@UW (Patterson et al. 2019).\nAlert database searches are done by AMPEL (Nordin et al. 2019).\nAlert filtering is performed with the nuztf (Stein et al. 2021, https://github.com/desy-multimessenger/nuztf ).\n\n\n\nGCN Circular 43443\nSubject\nFermi-LAT Gamma-ray Observations of IceCube-260115A\n\nDate\n2026-01-18T12:14:23Z (9 months ago)\n\nFrom\nSimone Garrappa at Weizmann Institute of Science <simone.garrappa@weizmann.ac.il>\n\nVia\nWeb form\n\n\nS. Garrappa (Weizmann Institute of Science), L. Pfeiffer (Univ. of Wuerzburg), S. Buson (DESY, Univ. of Wuerzburg) and C. Bartolini (INFN Bari) on behalf of the Fermi-LAT collaboration:\n\nWe report an analysis of observations of the vicinity of the high-energy IC260115A neutrino event (GCN 43421Loading...\n \n \n\n) with all-sky survey data from the Large Area Telescope (LAT), on board the Fermi Gamma-ray Space Telescope. The IceCube event was detected on 2026-01-15 at 17:32:35.71 UTC (T0) with J2000 position RA = 145.77 (+2.29, -1.77) deg, Decl. = 12.41 (+1.18, -0.91) deg 90% PSF containment (J2000). No cataloged gamma-ray sources are found within the 90% IC260115A localization error (4FGL-DR4; The Fourth Fermi-LAT catalog Data Release 4, The Fermi-LAT collaboration 2023, arXiv:2307.12546Loading...\n \n \n\n).\n\nWe searched for the existence of intermediate (days to years) timescale emission from a new gamma-ray transient source. Preliminary analysis indicates no significant (>5sigma) new excess emission (> 100 MeV) within the IC260115A 90% confidence localization. Assuming a power-law spectrum (photon index = 2.0 fixed) for a point source at the IC260115A best-fit position, the >100 MeV flux upper limit (95% confidence) is <4.3e-10 ph cm^-2 s^-1 for ~17-years (2008-08-04 / T0), <3.8e-09 (<2.9e-07) ph cm^-2 s^-1 for a 1-month (1-day) integration time before T0.\n\nSince Fermi normally operates in an all-sky scanning mode, regular monitoring of this source will continue. For this source, the Fermi-LAT contact person is S. Garrappa (simone.garrappa at weizmann.ac.il).\n\nThe Fermi LAT is a pair conversion telescope designed to cover the energy band from 20 MeV to greater than 300 GeV. It is the product of an international collaboration between NASA and DOE in the U.S. and many scientific institutions across France, Italy, Japan and Sweden.\n\n\n\n\n\nGCN Circular 43428\nSubject\nIceCube-260115A: Upper limits from a search for additional neutrino events in IceCube\n\nDate\n2026-01-16T21:03:16Z (9 months ago)\n\nFrom\nYuhua Yao at  IceCube/UW-Madison <yyao255@icecube.wisc.edu>\n\nVia\nWeb form\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nIceCube has performed a search [1] for additional track-like muon neutrino events arriving from the direction of IceCube-260115A (https://gcn.nasa.gov/circulars/43421Loading...\n \n \n\n) in a time range of 1000 seconds centered on the alert event time (2026-01-15 17:24:15.710 UTC to 2026-01-15 17:40:55.710 UTC) during which IceCube w\n"
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          "exports": [
            "apply_figure_style",
            "set_frame",
            "panel_letter",
            "focal_palette",
            "bar_with_points",
            "strip_with_median",
            "goodness_arrow",
            "two_tier_label",
            "end_of_line_labels",
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          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
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      "script": "import re, hashlib\nblocks={}\nfor event,txt in gtexts.items():\n    parts=re.split(r'GCN Circular (\\d+)\\s*\\nSubject\\s*\\n',txt)\n    blocks[event]=[(parts[i],parts[i+1]) for i in range(1,len(parts)-1,2)]\n    print(event,[(cid,b.split('\\n')[0]) for cid,b in blocks[event]])\nprint('FIRST ICECUBE BLOCK')\nfor cid,b in blocks['IceCube-260115A']:\n    if 'IceCube Collaboration' in b: print(cid,b[:6000])\nprint('STATUS TERMS')\nfor e,t in gtexts.items():\n    hits=[t[max(0,m.start()-70):m.end()+160].replace('\\n',' ') for m in re.finditer(r'retract\\w*|supersed\\w*|correct(?:ion|ed)|revis(?:ion|ed)',t,re.I)]\n    if hits: print(e,hits[:8])",
      "status": "completed",
      "startedAt": 1791511855776,
      "cwdBefore": "$DATA/notebooks/cmuzipxm4000grxoq6u2ose79/01a11b81-c5e1-7663-a4ea-873f68e0e1c8/data",
      "executionCount": 19,
      "environment": "default-python",
      "rootFrameId": "root-frame-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "agentFrameId": "root-frame-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "messageBranchId": "message-branch-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "runtimeSegmentId": "runtime-segment-1791511681560-34",
      "promptMessageId": "message-c30a91a8-7f71-48a8-a6fb-bad2629d3d0a",
      "text": {
        "stdout": "IceCube-260115A [('43497', 'IceCube-260115A: No Candidate Transients from the Zwicky Transient Facility'), ('43443', 'Fermi-LAT Gamma-ray Observations of IceCube-260115A'), ('43428', 'IceCube-260115A: Upper limits from a search for additional neutrino events in IceCube'), ('43421', 'IceCube-260115A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260125A [('43547', 'IceCube-260125A: No Candidate Transients from the Zwicky Transient Facility'), ('43545', 'IceCube-260125A: Upper limits from a search for additional neutrino events in IceCube'), ('43519', 'Fermi-LAT Gamma-ray Observations of IceCube-260125A'), ('43512', 'IceCube-260125A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260217A [('43911', 'IceCube-260217A: No Candidate Transients from the Zwicky Transient Facility'), ('43788', 'IceCube-260217A: Upper limits from a search for additional neutrino events in IceCube'), ('43781', 'Fermi-LAT Gamma-ray Observations of IceCube-260217A'), ('43768', 'IceCube-260217A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260315A [('44048', 'IceCube-260315A: No Candidate Transients from the Zwicky Transient Facility'), ('44042', 'IceCube-260315A/AT2026fpm: EP-FXT follow-up observation'), ('44036', 'Fermi-LAT Gamma-ray Observations of IceCube-260315A'), ('44033', 'IceCube-260315A: Upper limits from a search for additional neutrino events in IceCube'), ('44026', 'IceCube-260315A: COLIBRÍ optical observations'), ('44023', 'IceCube Alert-260315A/AT2026fpm Automatic MASTER optical blue counterpart  candidate'), ('44017', ' IceCube-260315A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260425A [('44422', ' IceCube-260425A: Upper limits from a search for additional neutrino events in IceCube'), ('44414', 'Fermi-LAT Gamma-ray Observations of IceCube-260425A'), ('44409', 'IceCube-260425A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260504A [('44620', 'IceCube-260504A: No Candidate Transients from the Zwicky Transient Facility'), ('44502', 'IceCube-260504A: Upper limits from a search for additional neutrino events in IceCube'), ('44472', 'Fermi-LAT Gamma-ray Observations of IceCube-260504A'), ('44464', 'IceCube-260504A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260610A [('45002', 'Fermi-LAT Gamma-ray Observations of IceCube-260610A'), ('44984', 'IceCube-260610A: Upper limits from a search for additional neutrino events in IceCube'), ('44925', 'IceCube-260610A: No candidates from the Zwicky Transient Facility'), ('44924', 'IceCube-260610A: EP-FXT follow-up observation'), ('44899', 'IceCube-260610A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260622A [('45058', 'Fermi-LAT Gamma-ray Observations of IceCube-260622A'), ('45032', 'IceCube-260622A: Upper limits from a search for additional neutrino events in IceCube'), ('45018', 'IceCube-260622A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260704A [('45143', 'Fermi-LAT Gamma-ray Observations of IceCube-260704A'), ('45099', 'IceCube-260704A: No candidates from the Zwicky Transient Facility'), ('45092', 'IceCube-260704A: Upper limits from a search for additional neutrino events in IceCube'), ('45085', 'IceCube260704A: OHP/T193 optical observations'), ('45075', 'IceCube-260704A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260708A [('45171', 'IceCube-260708A: Follow-up studies of cosmic-ray origin of high-energy neutrino alert'), ('45145', 'Fermi-LAT Gamma-ray Observations of IceCube-260708A'), ('45142', 'IceCube-260708A: Upper limits from a search for additional neutrino events in IceCube'), ('45134', 'IceCube-260708A: Observations with the Vera C. Rubin Observatory'), ('45125', 'IceCube-260708A: One candidate from the Zwicky Transient Facility'), ('45120', 'IceCube-260708A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260712A [('45168', 'IceCube-260712A: No candidates with the Zwicky Transient Facility (ZTF)'), ('45159', ' IceCube-260712A: Upper limits from a search for additional neutrino events in IceCube'), ('45157', 'IceCube-260712A: LAST optical follow-up observations of the IceCube neutrino candidate'), ('45146', 'Fermi-LAT Gamma-ray Observations of IceCube-260712A'), ('45141', 'IceCube-260712A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260722A [('45266', 'Fermi-LAT Gamma-ray Observations of IceCube-260722A'), ('45217', 'IceCube-260722A: Classification of ZTF26abjbxfs/SN 2026vts as a Type Ia Supernova'), ('45199', 'IceCube-260722A: Upper limits from a search for additional neutrino events in IceCube'), ('45198', 'IceCube-260722A: One candidate from the Zwicky Transient Facility (ZTF)'), ('45197', 'IceCube Alert 260722A: Global MASTER-Net observations report'), ('45194', ' IceCube-260722A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260805A [('45695', 'Fermi-LAT Gamma-ray Observations of IceCube-260805A'), ('45337', 'IceCube-260805A: Upper limits from a search for additional neutrino events in IceCube'), ('45310', 'IceCube-260805A: One candidate from the Zwicky Transient Facility'), ('45294', 'IceCube-260805A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260807A [('45420', 'Fermi-LAT Gamma-ray Observations of IceCube-260807A'), ('45353', 'IceCube-260807A: Upper limits from a search for additional neutrino events in IceCube'), ('45307', 'IceCube-260807A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260821A [('45421', 'Fermi-LAT Gamma-ray Observations of IceCube-260821A'), ('45419', ' IceCube-260821A: Upper limits from a search for additional neutrino events in IceCube'), ('45415', 'IceCube Alert 260821A: Global MASTER-Net observations report'), ('45412', 'IceCube-260821A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260825A [('45471', 'Fermi-LAT Gamma-ray Observations of IceCube-260825A'), ('45462', 'IceCube-260825A: Upper limits from a search for additional neutrino events in IceCube'), ('45461', 'IceCube-260825A: Upper limits from a search for additional neutrino events in IceCube'), ('45446', 'IceCube-260825A: No transient candidates from the Zwicky Transient Facility'), ('45438', 'IceCube-260825A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260827A [('45491', ' IceCube-260827A: No transient candidates from the Zwicky Transient Facility'), ('45472', 'Fermi-LAT Gamma-ray Observations of IceCube-260827A'), ('45463', 'IceCube-260827A: Upper limits from a search for additional neutrino events in IceCube'), ('45455', 'IceCube-260827A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260916A [('45705', 'Fermi-LAT Gamma-ray Observations of IceCube-260916A'), ('45615', ' IceCube-260916A: Upper limits from a search for additional neutrino events in IceCube'), ('45598', 'IceCube-260916A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260919A [('45706', 'Fermi-LAT Gamma-ray Observations of IceCube-260919A'), ('45663', 'IceCube-260919A: Upper limits from a search for additional neutrino events in IceCube'), ('45645', 'IceCube-260919A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260930A [('45795', 'Fermi-LAT Gamma-ray Observations of IceCube-260930A'), ('45793', 'IceCube-260930A: Upper limits from a search for additional neutrino events in IceCube'), ('45787', 'IceCube-260930A - IceCube observation of a high-energy neutrino candidate track-like event')]\nFIRST ICECUBE BLOCK\n43428 IceCube-260115A: Upper limits from a search for additional neutrino events in IceCube\n\nDate\n2026-01-16T21:03:16Z (9 months ago)\n\nFrom\nYuhua Yao at  IceCube/UW-Madison <yyao255@icecube.wisc.edu>\n\nVia\nWeb form\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nIceCube has performed a search [1] for additional track-like muon neutrino events arriving from the direction of IceCube-260115A (https://gcn.nasa.gov/circulars/43421Loading...\n \n \n\n) in a time range of 1000 seconds centered on the alert event time (2026-01-15 17:24:15.710 UTC to 2026-01-15 17:40:55.710 UTC) during which IceCube was collecting good quality data. Excluding the event  that prompted the alert, zero track-like events are found within the 90% containment region of IceCube-260115A. We report a p-value of 1.00 in this time window.  IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, is 1.3e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260115A in a 1000 second time window. 90% of events IceCube would detect from a source at this declination with an E^-2.5 spectrum have energies in the approximate energy range between 2e+02 GeV and 1e+05 GeV. \n\nA subsequent search was performed including 2 days of data centered on the alert event time (2026-01-14 17:32:35.710 UTC to 2026-01-16 17:32:35.710 UTC). In this case, we report a p-value of 0.19, consistent with no significant excess of track events. IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, ranges from 1.5e-01 to 1.6e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260115A in a 2 day time window. \n\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the  geographic South Pole, Antarctica. The IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu.\n\n[1] IceCube Collaboration, R. Abbasi  et al., ApJ 910 4 (2021)\n\n\n\n\n\n43421 IceCube-260115A - IceCube observation of a high-energy neutrino candidate track-like event\n\nDate\n2026-01-15T20:05:03Z (9 months ago)\n\nFrom\nA. Zegarelli at Ruhr University Bochum <azegarelli@icecube.wisc.edu>\n\nVia\nWeb form\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nOn 26-01-15 at 17:32:35.71 UT IceCube detected a track-like event with a moderate probability of being of astrophysical origin. \nThe event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.\nThe average astrophysical neutrino purity for Bronze alerts is 30%.\nThis alert has an estimated false alarm rate of 2.0497 events per year due to atmospheric \nbackgrounds.\nThe IceCube detector was in a normal operating state at the time of detection.\n\nAfter the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/141917_80302474.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:\n\nDate: 26-01-15\nTime: 17:32:35.71 UT\nRA: 145.77 (+2.29/-1.77 deg 90% PSF containment) J2000\nDec: 12.41 (+1.18/-0.91 deg 90% PSF containment) J2000\n\nAs announced in GCN Circular 43419Loading...\n \n \n\n (https://gcn.nasa.gov/circulars/43419Loading...\n \n \n\n), the probability distribution of the true neutrino direction, allowing the extraction of precise 90% containment regions around the best-fit direction, is now available. The corresponding link (for this alert https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260115A_skymap_probdensity_multiorder.fits.gz) is provided through the GCN schema distributed via Kafka.\nIceCube GCN notices for high-energy track alerts (Gold and Bronze) are now also distributed via Kafka and can be accessed through the Kafka topic 'gcn.notices.icecube.gold_bronze_track_alerts'.\nFurther details will be available soon at https://gcn.nasa.gov/missions/icecube.\nPlease note that the classical GCN stream will be deactivated in the near future.\n\nNo known gamma-ray sources listed in the Fermi 4FGL-DR4 or 3FHL catalogs are located within the 90% uncertainty region of this event.\n\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the geographic South Pole, Antarctica.\n\nThe IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu\n\n\n\n\n\n\nQuestions or comments? Contact GCN directly.\n\n\n\n\nHave you found a bug in GCN? Open an issue.\n\n\n\n\nWant to contribute code to GCN? Get involved on GitHub.\n\n\n\n\n\n\n\ngcn.nasa.gov\nA service of the Astrophysics Science Division at NASA Goddard Space Flight Center\n\n\nAbout NASA\nAccessibility\nBudget and Performance\nNo FEAR Act\nFOIA Requests\nOffice of the Inspector General\nPrivacy Policy\nVulnerability Disclosure Policy\n\nLooking for U.S. government information and services? Visit USA.gov\n\n\nSTATUS TERMS\nIceCube-260125A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX ']\nIceCube-260217A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. Additional information is available at https://gcn.nasa.gov/missions/icecube.  The initial automated alert was not ']\nIceCube-260315A ['stars from the PanSTARRS DR1 catalog, is in the AB system, and is not corrected for Galactic extinction.  We detected the optical counterpart candidate AT 2026fpmLoading... \\xa0 \\xa0   reported by Segura et al., GCN Circ. 44023Loading... \\xa0 \\xa0  , ', 'ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts.  The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX']\nIceCube-260425A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260504A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260610A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260622A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260704A ['e STDWeb/STDPipe tools (Karpov 2025), is in the AB system, and is not corrected for Galactic extinction.  We acknowledge the excellent support from Observatoire de Haute-Provence and in particular Jean Pierre Troncin.       GCN Circular 45', 'ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260708A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260712A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260722A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260805A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260807A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260821A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260825A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260827A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260916A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260919A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260930A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\n",
        "stderr": "",
        "traceback": "",
        "plain": [
          "IceCube-260115A [('43497', 'IceCube-260115A: No Candidate Transients from the Zwicky Transient Facility'), ('43443', 'Fermi-LAT Gamma-ray Observations of IceCube-260115A'), ('43428', 'IceCube-260115A: Upper limits from a search for additional neutrino events in IceCube'), ('43421', 'IceCube-260115A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260125A [('43547', 'IceCube-260125A: No Candidate Transients from the Zwicky Transient Facility'), ('43545', 'IceCube-260125A: Upper limits from a search for additional neutrino events in IceCube'), ('43519', 'Fermi-LAT Gamma-ray Observations of IceCube-260125A'), ('43512', 'IceCube-260125A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260217A [('43911', 'IceCube-260217A: No Candidate Transients from the Zwicky Transient Facility'), ('43788', 'IceCube-260217A: Upper limits from a search for additional neutrino events in IceCube'), ('43781', 'Fermi-LAT Gamma-ray Observations of IceCube-260217A'), ('43768', 'IceCube-260217A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260315A [('44048', 'IceCube-260315A: No Candidate Transients from the Zwicky Transient Facility'), ('44042', 'IceCube-260315A/AT2026fpm: EP-FXT follow-up observation'), ('44036', 'Fermi-LAT Gamma-ray Observations of IceCube-260315A'), ('44033', 'IceCube-260315A: Upper limits from a search for additional neutrino events in IceCube'), ('44026', 'IceCube-260315A: COLIBRÍ optical observations'), ('44023', 'IceCube Alert-260315A/AT2026fpm Automatic MASTER optical blue counterpart  candidate'), ('44017', ' IceCube-260315A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260425A [('44422', ' IceCube-260425A: Upper limits from a search for additional neutrino events in IceCube'), ('44414', 'Fermi-LAT Gamma-ray Observations of IceCube-260425A'), ('44409', 'IceCube-260425A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260504A [('44620', 'IceCube-260504A: No Candidate Transients from the Zwicky Transient Facility'), ('44502', 'IceCube-260504A: Upper limits from a search for additional neutrino events in IceCube'), ('44472', 'Fermi-LAT Gamma-ray Observations of IceCube-260504A'), ('44464', 'IceCube-260504A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260610A [('45002', 'Fermi-LAT Gamma-ray Observations of IceCube-260610A'), ('44984', 'IceCube-260610A: Upper limits from a search for additional neutrino events in IceCube'), ('44925', 'IceCube-260610A: No candidates from the Zwicky Transient Facility'), ('44924', 'IceCube-260610A: EP-FXT follow-up observation'), ('44899', 'IceCube-260610A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260622A [('45058', 'Fermi-LAT Gamma-ray Observations of IceCube-260622A'), ('45032', 'IceCube-260622A: Upper limits from a search for additional neutrino events in IceCube'), ('45018', 'IceCube-260622A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260704A [('45143', 'Fermi-LAT Gamma-ray Observations of IceCube-260704A'), ('45099', 'IceCube-260704A: No candidates from the Zwicky Transient Facility'), ('45092', 'IceCube-260704A: Upper limits from a search for additional neutrino events in IceCube'), ('45085', 'IceCube260704A: OHP/T193 optical observations'), ('45075', 'IceCube-260704A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260708A [('45171', 'IceCube-260708A: Follow-up studies of cosmic-ray origin of high-energy neutrino alert'), ('45145', 'Fermi-LAT Gamma-ray Observations of IceCube-260708A'), ('45142', 'IceCube-260708A: Upper limits from a search for additional neutrino events in IceCube'), ('45134', 'IceCube-260708A: Observations with the Vera C. Rubin Observatory'), ('45125', 'IceCube-260708A: One candidate from the Zwicky Transient Facility'), ('45120', 'IceCube-260708A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260712A [('45168', 'IceCube-260712A: No candidates with the Zwicky Transient Facility (ZTF)'), ('45159', ' IceCube-260712A: Upper limits from a search for additional neutrino events in IceCube'), ('45157', 'IceCube-260712A: LAST optical follow-up observations of the IceCube neutrino candidate'), ('45146', 'Fermi-LAT Gamma-ray Observations of IceCube-260712A'), ('45141', 'IceCube-260712A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260722A [('45266', 'Fermi-LAT Gamma-ray Observations of IceCube-260722A'), ('45217', 'IceCube-260722A: Classification of ZTF26abjbxfs/SN 2026vts as a Type Ia Supernova'), ('45199', 'IceCube-260722A: Upper limits from a search for additional neutrino events in IceCube'), ('45198', 'IceCube-260722A: One candidate from the Zwicky Transient Facility (ZTF)'), ('45197', 'IceCube Alert 260722A: Global MASTER-Net observations report'), ('45194', ' IceCube-260722A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260805A [('45695', 'Fermi-LAT Gamma-ray Observations of IceCube-260805A'), ('45337', 'IceCube-260805A: Upper limits from a search for additional neutrino events in IceCube'), ('45310', 'IceCube-260805A: One candidate from the Zwicky Transient Facility'), ('45294', 'IceCube-260805A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260807A [('45420', 'Fermi-LAT Gamma-ray Observations of IceCube-260807A'), ('45353', 'IceCube-260807A: Upper limits from a search for additional neutrino events in IceCube'), ('45307', 'IceCube-260807A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260821A [('45421', 'Fermi-LAT Gamma-ray Observations of IceCube-260821A'), ('45419', ' IceCube-260821A: Upper limits from a search for additional neutrino events in IceCube'), ('45415', 'IceCube Alert 260821A: Global MASTER-Net observations report'), ('45412', 'IceCube-260821A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260825A [('45471', 'Fermi-LAT Gamma-ray Observations of IceCube-260825A'), ('45462', 'IceCube-260825A: Upper limits from a search for additional neutrino events in IceCube'), ('45461', 'IceCube-260825A: Upper limits from a search for additional neutrino events in IceCube'), ('45446', 'IceCube-260825A: No transient candidates from the Zwicky Transient Facility'), ('45438', 'IceCube-260825A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260827A [('45491', ' IceCube-260827A: No transient candidates from the Zwicky Transient Facility'), ('45472', 'Fermi-LAT Gamma-ray Observations of IceCube-260827A'), ('45463', 'IceCube-260827A: Upper limits from a search for additional neutrino events in IceCube'), ('45455', 'IceCube-260827A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260916A [('45705', 'Fermi-LAT Gamma-ray Observations of IceCube-260916A'), ('45615', ' IceCube-260916A: Upper limits from a search for additional neutrino events in IceCube'), ('45598', 'IceCube-260916A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260919A [('45706', 'Fermi-LAT Gamma-ray Observations of IceCube-260919A'), ('45663', 'IceCube-260919A: Upper limits from a search for additional neutrino events in IceCube'), ('45645', 'IceCube-260919A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260930A [('45795', 'Fermi-LAT Gamma-ray Observations of IceCube-260930A'), ('45793', 'IceCube-260930A: Upper limits from a search for additional neutrino events in IceCube'), ('45787', 'IceCube-260930A - IceCube observation of a high-energy neutrino candidate track-like event')]\nFIRST ICECUBE BLOCK\n43428 IceCube-260115A: Upper limits from a search for additional neutrino events in IceCube\n\nDate\n2026-01-16T21:03:16Z (9 months ago)\n\nFrom\nYuhua Yao at  IceCube/UW-Madison <yyao255@icecube.wisc.edu>\n\nVia\nWeb form\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nIceCube has performed a search [1] for additional track-like muon neutrino events arriving from the direction of IceCube-260115A (https://gcn.nasa.gov/circulars/43421Loading...\n \n \n\n) in a time range of 1000 seconds centered on the alert event time (2026-01-15 17:24:15.710 UTC to 2026-01-15 17:40:55.710 UTC) during which IceCube was collecting good quality data. Excluding the event  that prompted the alert, zero track-like events are found within the 90% containment region of IceCube-260115A. We report a p-value of 1.00 in this time window.  IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, is 1.3e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260115A in a 1000 second time window. 90% of events IceCube would detect from a source at this declination with an E^-2.5 spectrum have energies in the approximate energy range between 2e+02 GeV and 1e+05 GeV. \n\nA subsequent search was performed including 2 days of data centered on the alert event time (2026-01-14 17:32:35.710 UTC to 2026-01-16 17:32:35.710 UTC). In this case, we report a p-value of 0.19, consistent with no significant excess of track events. IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, ranges from 1.5e-01 to 1.6e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260115A in a 2 day time window. \n\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the  geographic South Pole, Antarctica. The IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu.\n\n[1] IceCube Collaboration, R. Abbasi  et al., ApJ 910 4 (2021)\n\n\n\n\n\n43421 IceCube-260115A - IceCube observation of a high-energy neutrino candidate track-like event\n\nDate\n2026-01-15T20:05:03Z (9 months ago)\n\nFrom\nA. Zegarelli at Ruhr University Bochum <azegarelli@icecube.wisc.edu>\n\nVia\nWeb form\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nOn 26-01-15 at 17:32:35.71 UT IceCube detected a track-like event with a moderate probability of being of astrophysical origin. \nThe event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.\nThe average astrophysical neutrino purity for Bronze alerts is 30%.\nThis alert has an estimated false alarm rate of 2.0497 events per year due to atmospheric \nbackgrounds.\nThe IceCube detector was in a normal operating state at the time of detection.\n\nAfter the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/141917_80302474.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:\n\nDate: 26-01-15\nTime: 17:32:35.71 UT\nRA: 145.77 (+2.29/-1.77 deg 90% PSF containment) J2000\nDec: 12.41 (+1.18/-0.91 deg 90% PSF containment) J2000\n\nAs announced in GCN Circular 43419Loading...\n \n \n\n (https://gcn.nasa.gov/circulars/43419Loading...\n \n \n\n), the probability distribution of the true neutrino direction, allowing the extraction of precise 90% containment regions around the best-fit direction, is now available. The corresponding link (for this alert https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260115A_skymap_probdensity_multiorder.fits.gz) is provided through the GCN schema distributed via Kafka.\nIceCube GCN notices for high-energy track alerts (Gold and Bronze) are now also distributed via Kafka and can be accessed through the Kafka topic 'gcn.notices.icecube.gold_bronze_track_alerts'.\nFurther details will be available soon at https://gcn.nasa.gov/missions/icecube.\nPlease note that the classical GCN stream will be deactivated in the near future.\n\nNo known gamma-ray sources listed in the Fermi 4FGL-DR4 or 3FHL catalogs are located within the 90% uncertainty region of this event.\n\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the geographic South Pole, Antarctica.\n\nThe IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu\n\n\n\n\n\n\nQuestions or comments? Contact GCN directly.\n\n\n\n\nHave you found a bug in GCN? Open an issue.\n\n\n\n\nWant to contribute code to GCN? Get involved on GitHub.\n\n\n\n\n\n\n\ngcn.nasa.gov\nA service of the Astrophysics Science Division at NASA Goddard Space Flight Center\n\n\nAbout NASA\nAccessibility\nBudget and Performance\nNo FEAR Act\nFOIA Requests\nOffice of the Inspector General\nPrivacy Policy\nVulnerability Disclosure Policy\n\nLooking for U.S. government information and services? Visit USA.gov\n\n\nSTATUS TERMS\nIceCube-260125A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX ']\nIceCube-260217A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. Additional information is available at https://gcn.nasa.gov/missions/icecube.  The initial automated alert was not ']\nIceCube-260315A ['stars from the PanSTARRS DR1 catalog, is in the AB system, and is not corrected for Galactic extinction.  We detected the optical counterpart candidate AT 2026fpmLoading... \\xa0 \\xa0   reported by Segura et al., GCN Circ. 44023Loading... \\xa0 \\xa0  , ', 'ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts.  The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX']\nIceCube-260425A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260504A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260610A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260622A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260704A ['e STDWeb/STDPipe tools (Karpov 2025), is in the AB system, and is not corrected for Galactic extinction.  We acknowledge the excellent support from Observatoire de Haute-Provence and in particular Jean Pierre Troncin.       GCN Circular 45', 'ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260708A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260712A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260722A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260805A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260807A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260821A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260825A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260827A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260916A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260919A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260930A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\n"
        ]
      },
      "outputs": [
        {
          "type": "stream",
          "name": "stdout",
          "text": "IceCube-260115A [('43497', 'IceCube-260115A: No Candidate Transients from the Zwicky Transient Facility'), ('43443', 'Fermi-LAT Gamma-ray Observations of IceCube-260115A'), ('43428', 'IceCube-260115A: Upper limits from a search for additional neutrino events in IceCube'), ('43421', 'IceCube-260115A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260125A [('43547', 'IceCube-260125A: No Candidate Transients from the Zwicky Transient Facility'), ('43545', 'IceCube-260125A: Upper limits from a search for additional neutrino events in IceCube'), ('43519', 'Fermi-LAT Gamma-ray Observations of IceCube-260125A'), ('43512', 'IceCube-260125A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260217A [('43911', 'IceCube-260217A: No Candidate Transients from the Zwicky Transient Facility'), ('43788', 'IceCube-260217A: Upper limits from a search for additional neutrino events in IceCube'), ('43781', 'Fermi-LAT Gamma-ray Observations of IceCube-260217A'), ('43768', 'IceCube-260217A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260315A [('44048', 'IceCube-260315A: No Candidate Transients from the Zwicky Transient Facility'), ('44042', 'IceCube-260315A/AT2026fpm: EP-FXT follow-up observation'), ('44036', 'Fermi-LAT Gamma-ray Observations of IceCube-260315A'), ('44033', 'IceCube-260315A: Upper limits from a search for additional neutrino events in IceCube'), ('44026', 'IceCube-260315A: COLIBRÍ optical observations'), ('44023', 'IceCube Alert-260315A/AT2026fpm Automatic MASTER optical blue counterpart  candidate'), ('44017', ' IceCube-260315A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260425A [('44422', ' IceCube-260425A: Upper limits from a search for additional neutrino events in IceCube'), ('44414', 'Fermi-LAT Gamma-ray Observations of IceCube-260425A'), ('44409', 'IceCube-260425A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260504A [('44620', 'IceCube-260504A: No Candidate Transients from the Zwicky Transient Facility'), ('44502', 'IceCube-260504A: Upper limits from a search for additional neutrino events in IceCube'), ('44472', 'Fermi-LAT Gamma-ray Observations of IceCube-260504A'), ('44464', 'IceCube-260504A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260610A [('45002', 'Fermi-LAT Gamma-ray Observations of IceCube-260610A'), ('44984', 'IceCube-260610A: Upper limits from a search for additional neutrino events in IceCube'), ('44925', 'IceCube-260610A: No candidates from the Zwicky Transient Facility'), ('44924', 'IceCube-260610A: EP-FXT follow-up observation'), ('44899', 'IceCube-260610A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260622A [('45058', 'Fermi-LAT Gamma-ray Observations of IceCube-260622A'), ('45032', 'IceCube-260622A: Upper limits from a search for additional neutrino events in IceCube'), ('45018', 'IceCube-260622A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260704A [('45143', 'Fermi-LAT Gamma-ray Observations of IceCube-260704A'), ('45099', 'IceCube-260704A: No candidates from the Zwicky Transient Facility'), ('45092', 'IceCube-260704A: Upper limits from a search for additional neutrino events in IceCube'), ('45085', 'IceCube260704A: OHP/T193 optical observations'), ('45075', 'IceCube-260704A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260708A [('45171', 'IceCube-260708A: Follow-up studies of cosmic-ray origin of high-energy neutrino alert'), ('45145', 'Fermi-LAT Gamma-ray Observations of IceCube-260708A'), ('45142', 'IceCube-260708A: Upper limits from a search for additional neutrino events in IceCube'), ('45134', 'IceCube-260708A: Observations with the Vera C. Rubin Observatory'), ('45125', 'IceCube-260708A: One candidate from the Zwicky Transient Facility'), ('45120', 'IceCube-260708A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260712A [('45168', 'IceCube-260712A: No candidates with the Zwicky Transient Facility (ZTF)'), ('45159', ' IceCube-260712A: Upper limits from a search for additional neutrino events in IceCube'), ('45157', 'IceCube-260712A: LAST optical follow-up observations of the IceCube neutrino candidate'), ('45146', 'Fermi-LAT Gamma-ray Observations of IceCube-260712A'), ('45141', 'IceCube-260712A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260722A [('45266', 'Fermi-LAT Gamma-ray Observations of IceCube-260722A'), ('45217', 'IceCube-260722A: Classification of ZTF26abjbxfs/SN 2026vts as a Type Ia Supernova'), ('45199', 'IceCube-260722A: Upper limits from a search for additional neutrino events in IceCube'), ('45198', 'IceCube-260722A: One candidate from the Zwicky Transient Facility (ZTF)'), ('45197', 'IceCube Alert 260722A: Global MASTER-Net observations report'), ('45194', ' IceCube-260722A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260805A [('45695', 'Fermi-LAT Gamma-ray Observations of IceCube-260805A'), ('45337', 'IceCube-260805A: Upper limits from a search for additional neutrino events in IceCube'), ('45310', 'IceCube-260805A: One candidate from the Zwicky Transient Facility'), ('45294', 'IceCube-260805A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260807A [('45420', 'Fermi-LAT Gamma-ray Observations of IceCube-260807A'), ('45353', 'IceCube-260807A: Upper limits from a search for additional neutrino events in IceCube'), ('45307', 'IceCube-260807A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260821A [('45421', 'Fermi-LAT Gamma-ray Observations of IceCube-260821A'), ('45419', ' IceCube-260821A: Upper limits from a search for additional neutrino events in IceCube'), ('45415', 'IceCube Alert 260821A: Global MASTER-Net observations report'), ('45412', 'IceCube-260821A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260825A [('45471', 'Fermi-LAT Gamma-ray Observations of IceCube-260825A'), ('45462', 'IceCube-260825A: Upper limits from a search for additional neutrino events in IceCube'), ('45461', 'IceCube-260825A: Upper limits from a search for additional neutrino events in IceCube'), ('45446', 'IceCube-260825A: No transient candidates from the Zwicky Transient Facility'), ('45438', 'IceCube-260825A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260827A [('45491', ' IceCube-260827A: No transient candidates from the Zwicky Transient Facility'), ('45472', 'Fermi-LAT Gamma-ray Observations of IceCube-260827A'), ('45463', 'IceCube-260827A: Upper limits from a search for additional neutrino events in IceCube'), ('45455', 'IceCube-260827A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260916A [('45705', 'Fermi-LAT Gamma-ray Observations of IceCube-260916A'), ('45615', ' IceCube-260916A: Upper limits from a search for additional neutrino events in IceCube'), ('45598', 'IceCube-260916A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260919A [('45706', 'Fermi-LAT Gamma-ray Observations of IceCube-260919A'), ('45663', 'IceCube-260919A: Upper limits from a search for additional neutrino events in IceCube'), ('45645', 'IceCube-260919A - IceCube observation of a high-energy neutrino candidate track-like event')]\nIceCube-260930A [('45795', 'Fermi-LAT Gamma-ray Observations of IceCube-260930A'), ('45793', 'IceCube-260930A: Upper limits from a search for additional neutrino events in IceCube'), ('45787', 'IceCube-260930A - IceCube observation of a high-energy neutrino candidate track-like event')]\nFIRST ICECUBE BLOCK\n43428 IceCube-260115A: Upper limits from a search for additional neutrino events in IceCube\n\nDate\n2026-01-16T21:03:16Z (9 months ago)\n\nFrom\nYuhua Yao at  IceCube/UW-Madison <yyao255@icecube.wisc.edu>\n\nVia\nWeb form\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nIceCube has performed a search [1] for additional track-like muon neutrino events arriving from the direction of IceCube-260115A (https://gcn.nasa.gov/circulars/43421Loading...\n \n \n\n) in a time range of 1000 seconds centered on the alert event time (2026-01-15 17:24:15.710 UTC to 2026-01-15 17:40:55.710 UTC) during which IceCube was collecting good quality data. Excluding the event  that prompted the alert, zero track-like events are found within the 90% containment region of IceCube-260115A. We report a p-value of 1.00 in this time window.  IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, is 1.3e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260115A in a 1000 second time window. 90% of events IceCube would detect from a source at this declination with an E^-2.5 spectrum have energies in the approximate energy range between 2e+02 GeV and 1e+05 GeV. \n\nA subsequent search was performed including 2 days of data centered on the alert event time (2026-01-14 17:32:35.710 UTC to 2026-01-16 17:32:35.710 UTC). In this case, we report a p-value of 0.19, consistent with no significant excess of track events. IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, ranges from 1.5e-01 to 1.6e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260115A in a 2 day time window. \n\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the  geographic South Pole, Antarctica. The IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu.\n\n[1] IceCube Collaboration, R. Abbasi  et al., ApJ 910 4 (2021)\n\n\n\n\n\n43421 IceCube-260115A - IceCube observation of a high-energy neutrino candidate track-like event\n\nDate\n2026-01-15T20:05:03Z (9 months ago)\n\nFrom\nA. Zegarelli at Ruhr University Bochum <azegarelli@icecube.wisc.edu>\n\nVia\nWeb form\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nOn 26-01-15 at 17:32:35.71 UT IceCube detected a track-like event with a moderate probability of being of astrophysical origin. \nThe event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.\nThe average astrophysical neutrino purity for Bronze alerts is 30%.\nThis alert has an estimated false alarm rate of 2.0497 events per year due to atmospheric \nbackgrounds.\nThe IceCube detector was in a normal operating state at the time of detection.\n\nAfter the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/141917_80302474.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:\n\nDate: 26-01-15\nTime: 17:32:35.71 UT\nRA: 145.77 (+2.29/-1.77 deg 90% PSF containment) J2000\nDec: 12.41 (+1.18/-0.91 deg 90% PSF containment) J2000\n\nAs announced in GCN Circular 43419Loading...\n \n \n\n (https://gcn.nasa.gov/circulars/43419Loading...\n \n \n\n), the probability distribution of the true neutrino direction, allowing the extraction of precise 90% containment regions around the best-fit direction, is now available. The corresponding link (for this alert https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260115A_skymap_probdensity_multiorder.fits.gz) is provided through the GCN schema distributed via Kafka.\nIceCube GCN notices for high-energy track alerts (Gold and Bronze) are now also distributed via Kafka and can be accessed through the Kafka topic 'gcn.notices.icecube.gold_bronze_track_alerts'.\nFurther details will be available soon at https://gcn.nasa.gov/missions/icecube.\nPlease note that the classical GCN stream will be deactivated in the near future.\n\nNo known gamma-ray sources listed in the Fermi 4FGL-DR4 or 3FHL catalogs are located within the 90% uncertainty region of this event.\n\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the geographic South Pole, Antarctica.\n\nThe IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu\n\n\n\n\n\n\nQuestions or comments? Contact GCN directly.\n\n\n\n\nHave you found a bug in GCN? Open an issue.\n\n\n\n\nWant to contribute code to GCN? Get involved on GitHub.\n\n\n\n\n\n\n\ngcn.nasa.gov\nA service of the Astrophysics Science Division at NASA Goddard Space Flight Center\n\n\nAbout NASA\nAccessibility\nBudget and Performance\nNo FEAR Act\nFOIA Requests\nOffice of the Inspector General\nPrivacy Policy\nVulnerability Disclosure Policy\n\nLooking for U.S. government information and services? Visit USA.gov\n\n\nSTATUS TERMS\nIceCube-260125A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX ']\nIceCube-260217A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. Additional information is available at https://gcn.nasa.gov/missions/icecube.  The initial automated alert was not ']\nIceCube-260315A ['stars from the PanSTARRS DR1 catalog, is in the AB system, and is not corrected for Galactic extinction.  We detected the optical counterpart candidate AT 2026fpmLoading... \\xa0 \\xa0   reported by Segura et al., GCN Circ. 44023Loading... \\xa0 \\xa0  , ', 'ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts.  The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX']\nIceCube-260425A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260504A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260610A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260622A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260704A ['e STDWeb/STDPipe tools (Karpov 2025), is in the AB system, and is not corrected for Galactic extinction.  We acknowledge the excellent support from Observatoire de Haute-Provence and in particular Jean Pierre Troncin.       GCN Circular 45', 'ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260708A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260712A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260722A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260805A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260807A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260821A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260825A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260827A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260916A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260919A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\nIceCube-260930A ['ntainment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX,']\n"
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          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
        }
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        "capturedAt": "2026-10-09T02:10:57.444Z",
        "installedInventory": {
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          "source": "cache-reused",
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        "stdout": "INITIAL ('43421', \"IceCube-260115A - IceCube observation of a high-energy neutrino candidate track-like event\\n\\nDate\\n2026-01-15T20:05:03Z (9 months ago)\\n\\nFrom\\nA. Zegarelli at Ruhr University Bochum <azegarelli@icecube.wisc.edu>\\n\\nVia\\nWeb form\\n\\n\\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\\n\\nOn 26-01-15 at 17:32:35.71 UT IceCube detected a track-like event with a moderate probability of being of astrophysical origin. \\nThe event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.\\nThe average astrophysical neutrino purity for Bronze alerts is 30%.\\nThis alert has an estimated false alarm rate of 2.0497 events per year due to atmospheric \\nbackgrounds.\\nThe IceCube detector was in a normal operating state at the time of detection.\\n\\nAfter the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/141917_80302474.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:\\n\\nDate: 26-01-15\\nTime: 17:32:35.71 UT\\nRA: 145.77 (+2.29/-1.77 deg 90% PSF containment) J2000\\nDec: 12.41 (+1.18/-0.91 deg 90% PSF containment) J2000\\n\\nAs announced in GCN Circular 43419Loading...\\n\\xa0\\n\\xa0\\n\\n (https://gcn.nasa.gov/circulars/43419Loading...\\n\\xa0\\n\\xa0\\n\\n), the probability distribution of the true neutrino direction, allowing the extraction of precise 90% containment regions around the best-fit direction, is now available. The corresponding link (for this alert https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260115A_skymap_probdensity_multiorder.fits.gz) is provided through the GCN schema distributed via Kafka.\\nIceCube GCN notices for high-energy track alerts (Gold and Bronze) are now also distributed via Kafka and can be accessed through the Kafka topic 'gcn.notices.icecube.gold_bronze_track_alerts'.\\nFurther details will be available soon at https://gcn.nasa.gov/missions/icecube.\\nPlease note that the classical GCN stream will be deactivated in the near future.\\n\\nNo known gamma-ray sources listed in the Fermi 4FGL-DR4 or 3FHL catalogs are located within the 90% uncertainty region of this event.\\n\\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the geographic South Pole, Antarctica.\\n\\nThe IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu\\n\\n\\n\\n\\n\\n\\nQuestions or comments? Contact GCN directly.\\n\\n\\n\\n\\nHave you found a bug in GCN? Open an issue.\\n\\n\\n\\n\\nWant to contribute code to GCN? Get involved on GitHub.\\n\\n\\n\\n\\n\\n\\n\\ngcn.nasa.gov\\nA service of the Astrophysics Science Division at NASA Goddard Space Flight Center\\n\\n\\nAbout NASA\\nAccessibility\\nBudget and Performance\\nNo FEAR Act\\nFOIA Requests\\nOffice of the Inspector General\\nPrivacy Policy\\nVulnerability Disclosure Policy\\n\\nLooking for U.S. government information and services? Visit USA.gov\\n\\n\")\nFOLLOWUP 45171 IceCube-260708A: Follow-up studies of cosmic-ray origin of high-energy neutrino alert\n\nDate\n2026-07-15T20:31:38Z (3 months ago)\n\nFrom\nanna.franckowiak@astro.rub.de\n\nVia\nWeb form\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nIceCube reported a 2.29 PeV neutrino event (https://gcn.nasa.gov/circulars/45120Loading...\n \n \n\n). We performed follow-up studies based on the timing distribution of hits inside the ice and hits in the IceTop cosmic-ray air-shower array on the surface above the in-ice part of the detector with tools that are not available for realtime selection of events yet. We find that the observed signatures are unlikely to be produced by a high-energy neutrino but instead indicate an origin in multiple muons produced in a cosmic-ray air shower, which is an expected, but rare background. \n\n\n\n\n\nSTATUS HITS\nIceCube-260125A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260217A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. Additional information is available at https://gcn.nasa']\nIceCube-260315A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts.  The corresponding sky map is distributed as a FITS fil']\nIceCube-260425A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260504A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260610A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260622A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260704A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260708A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260712A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260722A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260805A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260807A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260821A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260825A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260827A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260916A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260919A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260930A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\n",
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          "INITIAL ('43421', \"IceCube-260115A - IceCube observation of a high-energy neutrino candidate track-like event\\n\\nDate\\n2026-01-15T20:05:03Z (9 months ago)\\n\\nFrom\\nA. Zegarelli at Ruhr University Bochum <azegarelli@icecube.wisc.edu>\\n\\nVia\\nWeb form\\n\\n\\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\\n\\nOn 26-01-15 at 17:32:35.71 UT IceCube detected a track-like event with a moderate probability of being of astrophysical origin. \\nThe event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.\\nThe average astrophysical neutrino purity for Bronze alerts is 30%.\\nThis alert has an estimated false alarm rate of 2.0497 events per year due to atmospheric \\nbackgrounds.\\nThe IceCube detector was in a normal operating state at the time of detection.\\n\\nAfter the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/141917_80302474.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:\\n\\nDate: 26-01-15\\nTime: 17:32:35.71 UT\\nRA: 145.77 (+2.29/-1.77 deg 90% PSF containment) J2000\\nDec: 12.41 (+1.18/-0.91 deg 90% PSF containment) J2000\\n\\nAs announced in GCN Circular 43419Loading...\\n\\xa0\\n\\xa0\\n\\n (https://gcn.nasa.gov/circulars/43419Loading...\\n\\xa0\\n\\xa0\\n\\n), the probability distribution of the true neutrino direction, allowing the extraction of precise 90% containment regions around the best-fit direction, is now available. The corresponding link (for this alert https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260115A_skymap_probdensity_multiorder.fits.gz) is provided through the GCN schema distributed via Kafka.\\nIceCube GCN notices for high-energy track alerts (Gold and Bronze) are now also distributed via Kafka and can be accessed through the Kafka topic 'gcn.notices.icecube.gold_bronze_track_alerts'.\\nFurther details will be available soon at https://gcn.nasa.gov/missions/icecube.\\nPlease note that the classical GCN stream will be deactivated in the near future.\\n\\nNo known gamma-ray sources listed in the Fermi 4FGL-DR4 or 3FHL catalogs are located within the 90% uncertainty region of this event.\\n\\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the geographic South Pole, Antarctica.\\n\\nThe IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu\\n\\n\\n\\n\\n\\n\\nQuestions or comments? Contact GCN directly.\\n\\n\\n\\n\\nHave you found a bug in GCN? Open an issue.\\n\\n\\n\\n\\nWant to contribute code to GCN? Get involved on GitHub.\\n\\n\\n\\n\\n\\n\\n\\ngcn.nasa.gov\\nA service of the Astrophysics Science Division at NASA Goddard Space Flight Center\\n\\n\\nAbout NASA\\nAccessibility\\nBudget and Performance\\nNo FEAR Act\\nFOIA Requests\\nOffice of the Inspector General\\nPrivacy Policy\\nVulnerability Disclosure Policy\\n\\nLooking for U.S. government information and services? Visit USA.gov\\n\\n\")\nFOLLOWUP 45171 IceCube-260708A: Follow-up studies of cosmic-ray origin of high-energy neutrino alert\n\nDate\n2026-07-15T20:31:38Z (3 months ago)\n\nFrom\nanna.franckowiak@astro.rub.de\n\nVia\nWeb form\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nIceCube reported a 2.29 PeV neutrino event (https://gcn.nasa.gov/circulars/45120Loading...\n \n \n\n). We performed follow-up studies based on the timing distribution of hits inside the ice and hits in the IceTop cosmic-ray air-shower array on the surface above the in-ice part of the detector with tools that are not available for realtime selection of events yet. We find that the observed signatures are unlikely to be produced by a high-energy neutrino but instead indicate an origin in multiple muons produced in a cosmic-ray air shower, which is an expected, but rare background. \n\n\n\n\n\nSTATUS HITS\nIceCube-260125A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260217A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. Additional information is available at https://gcn.nasa']\nIceCube-260315A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts.  The corresponding sky map is distributed as a FITS fil']\nIceCube-260425A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260504A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260610A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260622A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260704A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260708A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260712A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260722A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260805A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260807A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260821A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260825A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260827A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260916A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260919A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260930A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\n"
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          "text": "INITIAL ('43421', \"IceCube-260115A - IceCube observation of a high-energy neutrino candidate track-like event\\n\\nDate\\n2026-01-15T20:05:03Z (9 months ago)\\n\\nFrom\\nA. Zegarelli at Ruhr University Bochum <azegarelli@icecube.wisc.edu>\\n\\nVia\\nWeb form\\n\\n\\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\\n\\nOn 26-01-15 at 17:32:35.71 UT IceCube detected a track-like event with a moderate probability of being of astrophysical origin. \\nThe event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.\\nThe average astrophysical neutrino purity for Bronze alerts is 30%.\\nThis alert has an estimated false alarm rate of 2.0497 events per year due to atmospheric \\nbackgrounds.\\nThe IceCube detector was in a normal operating state at the time of detection.\\n\\nAfter the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/141917_80302474.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:\\n\\nDate: 26-01-15\\nTime: 17:32:35.71 UT\\nRA: 145.77 (+2.29/-1.77 deg 90% PSF containment) J2000\\nDec: 12.41 (+1.18/-0.91 deg 90% PSF containment) J2000\\n\\nAs announced in GCN Circular 43419Loading...\\n\\xa0\\n\\xa0\\n\\n (https://gcn.nasa.gov/circulars/43419Loading...\\n\\xa0\\n\\xa0\\n\\n), the probability distribution of the true neutrino direction, allowing the extraction of precise 90% containment regions around the best-fit direction, is now available. The corresponding link (for this alert https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260115A_skymap_probdensity_multiorder.fits.gz) is provided through the GCN schema distributed via Kafka.\\nIceCube GCN notices for high-energy track alerts (Gold and Bronze) are now also distributed via Kafka and can be accessed through the Kafka topic 'gcn.notices.icecube.gold_bronze_track_alerts'.\\nFurther details will be available soon at https://gcn.nasa.gov/missions/icecube.\\nPlease note that the classical GCN stream will be deactivated in the near future.\\n\\nNo known gamma-ray sources listed in the Fermi 4FGL-DR4 or 3FHL catalogs are located within the 90% uncertainty region of this event.\\n\\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the geographic South Pole, Antarctica.\\n\\nThe IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu\\n\\n\\n\\n\\n\\n\\nQuestions or comments? Contact GCN directly.\\n\\n\\n\\n\\nHave you found a bug in GCN? Open an issue.\\n\\n\\n\\n\\nWant to contribute code to GCN? Get involved on GitHub.\\n\\n\\n\\n\\n\\n\\n\\ngcn.nasa.gov\\nA service of the Astrophysics Science Division at NASA Goddard Space Flight Center\\n\\n\\nAbout NASA\\nAccessibility\\nBudget and Performance\\nNo FEAR Act\\nFOIA Requests\\nOffice of the Inspector General\\nPrivacy Policy\\nVulnerability Disclosure Policy\\n\\nLooking for U.S. government information and services? Visit USA.gov\\n\\n\")\nFOLLOWUP 45171 IceCube-260708A: Follow-up studies of cosmic-ray origin of high-energy neutrino alert\n\nDate\n2026-07-15T20:31:38Z (3 months ago)\n\nFrom\nanna.franckowiak@astro.rub.de\n\nVia\nWeb form\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nIceCube reported a 2.29 PeV neutrino event (https://gcn.nasa.gov/circulars/45120Loading...\n \n \n\n). We performed follow-up studies based on the timing distribution of hits inside the ice and hits in the IceTop cosmic-ray air-shower array on the surface above the in-ice part of the detector with tools that are not available for realtime selection of events yet. We find that the observed signatures are unlikely to be produced by a high-energy neutrino but instead indicate an origin in multiple muons produced in a cosmic-ray air shower, which is an expected, but rare background. \n\n\n\n\n\nSTATUS HITS\nIceCube-260125A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260217A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. Additional information is available at https://gcn.nasa']\nIceCube-260315A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts.  The corresponding sky map is distributed as a FITS fil']\nIceCube-260425A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260504A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260610A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260622A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260704A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260708A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260712A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260722A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260805A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260807A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260821A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260825A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260827A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260916A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260919A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\nIceCube-260930A ['ns around the best-fit direction, is now available for revised reconstruction of high-energy track alerts. The corresponding sky map is distributed as a FITS file']\n"
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          ],
          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
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        "installedInventory": {
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        "stdout": "IceCube-260115A 43421 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/141917_80302474.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-01-15', 'Time: 17:32:35.71 UT', 'RA: 145.77 (+2.29/-1.77 deg 90% PSF containment) J2000', 'Dec: 12.41 (+1.18/-0.91 deg 90% PSF containment) J2000', '), the probability distribution of the true neutrino direction, allowing the extraction of precise 90% containment regions around the best-fit direction, is now available. The corresponding link (for this alert https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260115A_skymap_probdensity_multiorder.fits.gz) is provided through the GCN schema distributed via Kafka.']\nIceCube-260125A 43512 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/141985_63695019.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-01-25', 'Time: 10:09:39.88 UT', 'RA: 243.72 (+0.52/-0.56 deg 90% PSF containment) J2000', 'Dec: 6.69 (+0.62/-0.61 deg 90% PSF containment) J2000', 'The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX (e.g. IceCube-260125A, for this alert), where YYMMDD indicates the date of the event and X is a letter distinguishing multiple alerts on the same day. The download link (e.g., for this alert https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260125A_skymap_probdensity_multiorder.fits.gz) is provided through the GCN schema distributed via Kafka.']\nIceCube-260217A 43768 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Date: 26-02-17', 'Time: 05:55:24.52 UT', 'RA: 75.89 (+0.52/-0.56 deg 90% PSF containment) J2000', 'Dec: 14.63 (+0.45/-0.43  deg 90% PSF containment) J2000']\nIceCube-260315A 44017 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142272_46886533.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-03-15', 'Time: 02:19:06.60 UT', 'RA: 175.69 (+0.49/-0.46 deg 90% PSF containment) J2000', 'Dec: -1.90 (+0.53/-0.51 deg 90% PSF containment) J2000']\nIceCube-260425A 44409 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142495_24231696.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 2026-04-25', 'Time: 00:07:03.54 UT', 'RA: 347.08 (+0.57/-0.58 deg 90% PSF containment) J2000', 'Dec: 19.19 (+0.63/-0.6 deg 90% PSF containment) J2000']\nIceCube-260504A 44464 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142545_58544625.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-05-04', 'Time: 21:11:20.90 UT', 'RA: 246.99 (+0.86/-0.80 deg 90% PSF containment) J2000', 'Dec: 54.87 (+0.46/-0.47 deg 90% PSF containment) J2000']\nIceCube-260610A 44899 ['The event was selected by the ICECUBE_Astrotrack_GOLD alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142709_10606089.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-06-10', 'Time: 20:02:41.03 UT', 'RA: 309.20 (+2.04/-2.06 deg 90% PSF containment) J2000', 'Dec: 37.22 (+0.96/-0.93 deg 90% PSF containment) J2000']\nIceCube-260622A 45018 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142752_1835003.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-06-22', 'Time: 15:41:54.81 UT', 'RA: 173.36 (+0.5/-0.52 deg 90% PSF containment) J2000', 'Dec: 1.34 (+0.58/-0.58 deg 90% PSF containment) J2000']\nIceCube-260704A 45075 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142791_45913213.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-07-04', 'Time: 07:16:58.19 UT', 'RA: 320.67 (+0.57/-0.55 deg 90% PSF containment) J2000', 'Dec: 34.14 (+0.45/-0.47 deg 90% PSF containment) J2000']\nIceCube-260708A 45120 ['On 26-07-08 at 17:17:42.55 UT IceCube detected a track-like event with a high probability of being of astrophysical origin. The event was selected by the ICECUBE_Astrotrack_GOLD alert stream.  Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142827_7869742.amon), more sophisticated reconstruction algorithms have been applied offline. Some computational anomalies are observed in the primary offline reconstruction algorithm for this event, so the directional reconstruction results from the alternative offline algorithm are included in this event while these anomalies are investigated. With this alternative algorithm, the direction is refined to:', 'Date: 26-07-08', 'Time: 17:17:42.55 UT', 'RA: 292.81 (+0.48/-0.47 deg 90% PSF containment) J2000', 'Dec: -15.17 (+0.44/-0.48 deg 90% PSF containment) J2000']\nIceCube-260712A 45141 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142854_16534371.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-07-12', 'Time: 11:06:48.98 UT', 'RA: 200.11 (+0.7/-0.66 deg 90% PSF containment) J2000', 'Dec: 48.29 (+0.47/-0.44 deg 90% PSF containment) J2000']\nIceCube-260722A 45194 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142900_47091427.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-07-22', 'Time: 06:58:22.82 UT', 'RA: 190.55 (+1.03/-1.33 deg 90% PSF containment) J2000', 'Dec: 31.0 (+0.67/-0.64 deg 90% PSF containment) J2000']\nIceCube-260805A 45294 ['On 26-08-05 at 14:01:39.70 UT IceCube detected a track-like event with a moderate probability of being of astrophysical origin.  The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream. Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142956_64385264.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-08-05', 'Time: 14:01:39.70 UT', 'RA: 60.47 (+0.91/-0.8 deg 90% PSF containment) J2000', 'Dec: 26.07 (+0.54/-0.56 deg 90% PSF containment) J2000']\nIceCube-260807A 45307 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142963_68892416.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-08-07', 'Time: 06:04:41.70 UT', 'RA: 325.37 (+4.26/-7.82 deg 90% PSF containment) J2000', 'Dec: 0.07 (+0.98/-1.77 deg 90% PSF containment) J2000']\nIceCube-260821A 45412 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143020_51776820.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-08-21', 'Time: 03:34:49.04 UT', 'RA: 116.67 (+0.49/-0.48 deg 90% PSF containment) J2000', 'Dec: 10.05 (+0.44/-0.45 deg 90% PSF containment) J2000']\nIceCube-260825A 45438 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143033_44905242.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-08-25', 'Time: 10:53:33.63 UT', 'RA: 91.95 (+0.75/-0.74 deg 90% PSF containment) J2000', 'Dec: 45.73 (+0.52/-0.51 deg 90% PSF containment) J2000']\nIceCube-260827A 45455 ['The event was selected by the ICECUBE_Astrotrack_GOLD alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143048_12474624.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-08-27', 'Time: 15:35:36.97 UT', 'RA: 86.31 (+0.65/-0.47 deg 90% PSF containment) J2000', 'Dec: 8.12 (+0.42/-0.41 deg 90% PSF containment) J2000']\nIceCube-260916A 45598 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143132_29436198.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-09-16', 'Time: 17:33:51.90 UT', 'RA: 156.18 (+0.51/-0.44 deg 90% PSF containment) J2000', 'Dec: 4.22 (+0.49/-0.5 deg 90% PSF containment) J2000']\nIceCube-260919A 45645 ['The event was selected by the ICECUBE_Astrotrack_GOLD alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143143_38400235.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-09-19', 'Time: 06:52:15.58 UT', 'RA: 111.05 (+0.31/-0.23 deg 90% PSF containment) J2000', 'Dec: 6.43 (+0.27/-0.28 deg 90% PSF containment) J2000']\nIceCube-260930A 45787 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143213_36103697.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-09-30', 'Time: 00:44:43.30 UT', 'RA: 235.59 (+0.49/-0.5 deg 90% PSF containment) J2000', 'Dec: 0.97 (+0.56/-0.54 deg 90% PSF containment) J2000']\nOther substantive status language:\nIceCube-260115A 43497 ['ected to emit high-energy neutrinos and thus we consider ZTF26aabnqai unlikely to be related to IceCube-260115A.  We further identify following quasars without contemporaneous flaring activity. The hosts of ZTF22aaejlfn (SDSS J0']\nIceCube-260217A 43768 ['e case for the GCN schema (“record_number” = 1), corresponding to the updated reconstruction, which is sent along with this circular). Specifically: The fields “ra_dec_error” and “far” were sent as strings instead of numerical ']\nIceCube-260315A 44048 [' 44026Loading... \\xa0 \\xa0  ; Feng et al., GCN 44042Loading... \\xa0 \\xa0  ) it is unlikely to be the neutrino counterpart.  ZTF and GROWTH are worldwide collaborations comprising Caltech, USA; Caltech/IPAC, USA; University of Maryland, USA;']\nIceCube-260315A 44023 [' The galactic latitude b = 57 deg., longitude l = 272 deg.  Real time updated cover map and OT discovered available here: https://master.sai.msu.ru/site/master2/observ.php?id=3187113  MASTER-OAFA auto-detection system [4] disco']\nIceCube-260708A 45171 ['IceCube-260708A: Follow-up studies of cosmic-ray origin of high-energy neutrino alert  Date 2026-07-15T20:31:38Z (3 months ago)  From anna.franckowiak@astro.rub.de  Via Web form   The IceCube Collab', 'the timing distribution of hits inside the ice and hits in the IceTop cosmic-ray air-shower array on the surface above the in-ice part of the detector with tools that are not available for realtime selection of events yet. We find', 'ime selection of events yet. We find that the observed signatures are unlikely to be produced by a high-energy neutrino but instead indicate an origin in multiple muons produced in a cosmic-ray air shower, which is an expected, ', ' produced by a high-energy neutrino but instead indicate an origin in multiple muons produced in a cosmic-ray air shower, which is an expected, but rare background.      ', 'utrino but instead indicate an origin in multiple muons produced in a cosmic-ray air shower, which is an expected, but rare background.      ']\nIceCube-260722A 45217 ['l to templates of a Type Ia supernova, and the transient is therefore unrelated to the neutrino. The spectrum is available on TNS.  The data presented here were obtained with ALFOSC, which is provided by the Instituto de Astrofis']\nIceCube-260722A 45197 ['The galactic latitude b = 86 deg., longitude l = 145 deg.   Real time updated cover map and OT discovered available here:  https://master.sai.msu.ru/site/master2/observ.php?id=3438005  We obtain a following upper limits.    Tmi']\nIceCube-260821A 45415 ['The galactic latitude b = 17 deg., longitude l = 210 deg.   Real time updated cover map and OT discovered available here:  https://master.sai.msu.ru/site/master2/observ.php?id=3484669  We obtain a following upper limits.    Tmi']\n",
        "stderr": "",
        "traceback": "",
        "plain": [
          "IceCube-260115A 43421 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/141917_80302474.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-01-15', 'Time: 17:32:35.71 UT', 'RA: 145.77 (+2.29/-1.77 deg 90% PSF containment) J2000', 'Dec: 12.41 (+1.18/-0.91 deg 90% PSF containment) J2000', '), the probability distribution of the true neutrino direction, allowing the extraction of precise 90% containment regions around the best-fit direction, is now available. The corresponding link (for this alert https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260115A_skymap_probdensity_multiorder.fits.gz) is provided through the GCN schema distributed via Kafka.']\nIceCube-260125A 43512 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/141985_63695019.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-01-25', 'Time: 10:09:39.88 UT', 'RA: 243.72 (+0.52/-0.56 deg 90% PSF containment) J2000', 'Dec: 6.69 (+0.62/-0.61 deg 90% PSF containment) J2000', 'The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX (e.g. IceCube-260125A, for this alert), where YYMMDD indicates the date of the event and X is a letter distinguishing multiple alerts on the same day. The download link (e.g., for this alert https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260125A_skymap_probdensity_multiorder.fits.gz) is provided through the GCN schema distributed via Kafka.']\nIceCube-260217A 43768 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Date: 26-02-17', 'Time: 05:55:24.52 UT', 'RA: 75.89 (+0.52/-0.56 deg 90% PSF containment) J2000', 'Dec: 14.63 (+0.45/-0.43  deg 90% PSF containment) J2000']\nIceCube-260315A 44017 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142272_46886533.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-03-15', 'Time: 02:19:06.60 UT', 'RA: 175.69 (+0.49/-0.46 deg 90% PSF containment) J2000', 'Dec: -1.90 (+0.53/-0.51 deg 90% PSF containment) J2000']\nIceCube-260425A 44409 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142495_24231696.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 2026-04-25', 'Time: 00:07:03.54 UT', 'RA: 347.08 (+0.57/-0.58 deg 90% PSF containment) J2000', 'Dec: 19.19 (+0.63/-0.6 deg 90% PSF containment) J2000']\nIceCube-260504A 44464 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142545_58544625.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-05-04', 'Time: 21:11:20.90 UT', 'RA: 246.99 (+0.86/-0.80 deg 90% PSF containment) J2000', 'Dec: 54.87 (+0.46/-0.47 deg 90% PSF containment) J2000']\nIceCube-260610A 44899 ['The event was selected by the ICECUBE_Astrotrack_GOLD alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142709_10606089.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-06-10', 'Time: 20:02:41.03 UT', 'RA: 309.20 (+2.04/-2.06 deg 90% PSF containment) J2000', 'Dec: 37.22 (+0.96/-0.93 deg 90% PSF containment) J2000']\nIceCube-260622A 45018 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142752_1835003.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-06-22', 'Time: 15:41:54.81 UT', 'RA: 173.36 (+0.5/-0.52 deg 90% PSF containment) J2000', 'Dec: 1.34 (+0.58/-0.58 deg 90% PSF containment) J2000']\nIceCube-260704A 45075 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142791_45913213.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-07-04', 'Time: 07:16:58.19 UT', 'RA: 320.67 (+0.57/-0.55 deg 90% PSF containment) J2000', 'Dec: 34.14 (+0.45/-0.47 deg 90% PSF containment) J2000']\nIceCube-260708A 45120 ['On 26-07-08 at 17:17:42.55 UT IceCube detected a track-like event with a high probability of being of astrophysical origin. The event was selected by the ICECUBE_Astrotrack_GOLD alert stream.  Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142827_7869742.amon), more sophisticated reconstruction algorithms have been applied offline. Some computational anomalies are observed in the primary offline reconstruction algorithm for this event, so the directional reconstruction results from the alternative offline algorithm are included in this event while these anomalies are investigated. With this alternative algorithm, the direction is refined to:', 'Date: 26-07-08', 'Time: 17:17:42.55 UT', 'RA: 292.81 (+0.48/-0.47 deg 90% PSF containment) J2000', 'Dec: -15.17 (+0.44/-0.48 deg 90% PSF containment) J2000']\nIceCube-260712A 45141 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142854_16534371.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-07-12', 'Time: 11:06:48.98 UT', 'RA: 200.11 (+0.7/-0.66 deg 90% PSF containment) J2000', 'Dec: 48.29 (+0.47/-0.44 deg 90% PSF containment) J2000']\nIceCube-260722A 45194 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142900_47091427.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-07-22', 'Time: 06:58:22.82 UT', 'RA: 190.55 (+1.03/-1.33 deg 90% PSF containment) J2000', 'Dec: 31.0 (+0.67/-0.64 deg 90% PSF containment) J2000']\nIceCube-260805A 45294 ['On 26-08-05 at 14:01:39.70 UT IceCube detected a track-like event with a moderate probability of being of astrophysical origin.  The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream. Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142956_64385264.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-08-05', 'Time: 14:01:39.70 UT', 'RA: 60.47 (+0.91/-0.8 deg 90% PSF containment) J2000', 'Dec: 26.07 (+0.54/-0.56 deg 90% PSF containment) J2000']\nIceCube-260807A 45307 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142963_68892416.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-08-07', 'Time: 06:04:41.70 UT', 'RA: 325.37 (+4.26/-7.82 deg 90% PSF containment) J2000', 'Dec: 0.07 (+0.98/-1.77 deg 90% PSF containment) J2000']\nIceCube-260821A 45412 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143020_51776820.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-08-21', 'Time: 03:34:49.04 UT', 'RA: 116.67 (+0.49/-0.48 deg 90% PSF containment) J2000', 'Dec: 10.05 (+0.44/-0.45 deg 90% PSF containment) J2000']\nIceCube-260825A 45438 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143033_44905242.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-08-25', 'Time: 10:53:33.63 UT', 'RA: 91.95 (+0.75/-0.74 deg 90% PSF containment) J2000', 'Dec: 45.73 (+0.52/-0.51 deg 90% PSF containment) J2000']\nIceCube-260827A 45455 ['The event was selected by the ICECUBE_Astrotrack_GOLD alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143048_12474624.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-08-27', 'Time: 15:35:36.97 UT', 'RA: 86.31 (+0.65/-0.47 deg 90% PSF containment) J2000', 'Dec: 8.12 (+0.42/-0.41 deg 90% PSF containment) J2000']\nIceCube-260916A 45598 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143132_29436198.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-09-16', 'Time: 17:33:51.90 UT', 'RA: 156.18 (+0.51/-0.44 deg 90% PSF containment) J2000', 'Dec: 4.22 (+0.49/-0.5 deg 90% PSF containment) J2000']\nIceCube-260919A 45645 ['The event was selected by the ICECUBE_Astrotrack_GOLD alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143143_38400235.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-09-19', 'Time: 06:52:15.58 UT', 'RA: 111.05 (+0.31/-0.23 deg 90% PSF containment) J2000', 'Dec: 6.43 (+0.27/-0.28 deg 90% PSF containment) J2000']\nIceCube-260930A 45787 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143213_36103697.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-09-30', 'Time: 00:44:43.30 UT', 'RA: 235.59 (+0.49/-0.5 deg 90% PSF containment) J2000', 'Dec: 0.97 (+0.56/-0.54 deg 90% PSF containment) J2000']\nOther substantive status language:\nIceCube-260115A 43497 ['ected to emit high-energy neutrinos and thus we consider ZTF26aabnqai unlikely to be related to IceCube-260115A.  We further identify following quasars without contemporaneous flaring activity. The hosts of ZTF22aaejlfn (SDSS J0']\nIceCube-260217A 43768 ['e case for the GCN schema (“record_number” = 1), corresponding to the updated reconstruction, which is sent along with this circular). Specifically: The fields “ra_dec_error” and “far” were sent as strings instead of numerical ']\nIceCube-260315A 44048 [' 44026Loading... \\xa0 \\xa0  ; Feng et al., GCN 44042Loading... \\xa0 \\xa0  ) it is unlikely to be the neutrino counterpart.  ZTF and GROWTH are worldwide collaborations comprising Caltech, USA; Caltech/IPAC, USA; University of Maryland, USA;']\nIceCube-260315A 44023 [' The galactic latitude b = 57 deg., longitude l = 272 deg.  Real time updated cover map and OT discovered available here: https://master.sai.msu.ru/site/master2/observ.php?id=3187113  MASTER-OAFA auto-detection system [4] disco']\nIceCube-260708A 45171 ['IceCube-260708A: Follow-up studies of cosmic-ray origin of high-energy neutrino alert  Date 2026-07-15T20:31:38Z (3 months ago)  From anna.franckowiak@astro.rub.de  Via Web form   The IceCube Collab', 'the timing distribution of hits inside the ice and hits in the IceTop cosmic-ray air-shower array on the surface above the in-ice part of the detector with tools that are not available for realtime selection of events yet. We find', 'ime selection of events yet. We find that the observed signatures are unlikely to be produced by a high-energy neutrino but instead indicate an origin in multiple muons produced in a cosmic-ray air shower, which is an expected, ', ' produced by a high-energy neutrino but instead indicate an origin in multiple muons produced in a cosmic-ray air shower, which is an expected, but rare background.      ', 'utrino but instead indicate an origin in multiple muons produced in a cosmic-ray air shower, which is an expected, but rare background.      ']\nIceCube-260722A 45217 ['l to templates of a Type Ia supernova, and the transient is therefore unrelated to the neutrino. The spectrum is available on TNS.  The data presented here were obtained with ALFOSC, which is provided by the Instituto de Astrofis']\nIceCube-260722A 45197 ['The galactic latitude b = 86 deg., longitude l = 145 deg.   Real time updated cover map and OT discovered available here:  https://master.sai.msu.ru/site/master2/observ.php?id=3438005  We obtain a following upper limits.    Tmi']\nIceCube-260821A 45415 ['The galactic latitude b = 17 deg., longitude l = 210 deg.   Real time updated cover map and OT discovered available here:  https://master.sai.msu.ru/site/master2/observ.php?id=3484669  We obtain a following upper limits.    Tmi']\n"
        ]
      },
      "outputs": [
        {
          "type": "stream",
          "name": "stdout",
          "text": "IceCube-260115A 43421 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/141917_80302474.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-01-15', 'Time: 17:32:35.71 UT', 'RA: 145.77 (+2.29/-1.77 deg 90% PSF containment) J2000', 'Dec: 12.41 (+1.18/-0.91 deg 90% PSF containment) J2000', '), the probability distribution of the true neutrino direction, allowing the extraction of precise 90% containment regions around the best-fit direction, is now available. The corresponding link (for this alert https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260115A_skymap_probdensity_multiorder.fits.gz) is provided through the GCN schema distributed via Kafka.']\nIceCube-260125A 43512 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/141985_63695019.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-01-25', 'Time: 10:09:39.88 UT', 'RA: 243.72 (+0.52/-0.56 deg 90% PSF containment) J2000', 'Dec: 6.69 (+0.62/-0.61 deg 90% PSF containment) J2000', 'The corresponding sky map is distributed as a FITS file and follows the explicit naming convention IceCube-YYMMDDX (e.g. IceCube-260125A, for this alert), where YYMMDD indicates the date of the event and X is a letter distinguishing multiple alerts on the same day. The download link (e.g., for this alert https://roc-2.icecube.wisc.edu/public/alerts/IceCube-260125A_skymap_probdensity_multiorder.fits.gz) is provided through the GCN schema distributed via Kafka.']\nIceCube-260217A 43768 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Date: 26-02-17', 'Time: 05:55:24.52 UT', 'RA: 75.89 (+0.52/-0.56 deg 90% PSF containment) J2000', 'Dec: 14.63 (+0.45/-0.43  deg 90% PSF containment) J2000']\nIceCube-260315A 44017 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142272_46886533.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-03-15', 'Time: 02:19:06.60 UT', 'RA: 175.69 (+0.49/-0.46 deg 90% PSF containment) J2000', 'Dec: -1.90 (+0.53/-0.51 deg 90% PSF containment) J2000']\nIceCube-260425A 44409 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142495_24231696.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 2026-04-25', 'Time: 00:07:03.54 UT', 'RA: 347.08 (+0.57/-0.58 deg 90% PSF containment) J2000', 'Dec: 19.19 (+0.63/-0.6 deg 90% PSF containment) J2000']\nIceCube-260504A 44464 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142545_58544625.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-05-04', 'Time: 21:11:20.90 UT', 'RA: 246.99 (+0.86/-0.80 deg 90% PSF containment) J2000', 'Dec: 54.87 (+0.46/-0.47 deg 90% PSF containment) J2000']\nIceCube-260610A 44899 ['The event was selected by the ICECUBE_Astrotrack_GOLD alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142709_10606089.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-06-10', 'Time: 20:02:41.03 UT', 'RA: 309.20 (+2.04/-2.06 deg 90% PSF containment) J2000', 'Dec: 37.22 (+0.96/-0.93 deg 90% PSF containment) J2000']\nIceCube-260622A 45018 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142752_1835003.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-06-22', 'Time: 15:41:54.81 UT', 'RA: 173.36 (+0.5/-0.52 deg 90% PSF containment) J2000', 'Dec: 1.34 (+0.58/-0.58 deg 90% PSF containment) J2000']\nIceCube-260704A 45075 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142791_45913213.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-07-04', 'Time: 07:16:58.19 UT', 'RA: 320.67 (+0.57/-0.55 deg 90% PSF containment) J2000', 'Dec: 34.14 (+0.45/-0.47 deg 90% PSF containment) J2000']\nIceCube-260708A 45120 ['On 26-07-08 at 17:17:42.55 UT IceCube detected a track-like event with a high probability of being of astrophysical origin. The event was selected by the ICECUBE_Astrotrack_GOLD alert stream.  Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142827_7869742.amon), more sophisticated reconstruction algorithms have been applied offline. Some computational anomalies are observed in the primary offline reconstruction algorithm for this event, so the directional reconstruction results from the alternative offline algorithm are included in this event while these anomalies are investigated. With this alternative algorithm, the direction is refined to:', 'Date: 26-07-08', 'Time: 17:17:42.55 UT', 'RA: 292.81 (+0.48/-0.47 deg 90% PSF containment) J2000', 'Dec: -15.17 (+0.44/-0.48 deg 90% PSF containment) J2000']\nIceCube-260712A 45141 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142854_16534371.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-07-12', 'Time: 11:06:48.98 UT', 'RA: 200.11 (+0.7/-0.66 deg 90% PSF containment) J2000', 'Dec: 48.29 (+0.47/-0.44 deg 90% PSF containment) J2000']\nIceCube-260722A 45194 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142900_47091427.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-07-22', 'Time: 06:58:22.82 UT', 'RA: 190.55 (+1.03/-1.33 deg 90% PSF containment) J2000', 'Dec: 31.0 (+0.67/-0.64 deg 90% PSF containment) J2000']\nIceCube-260805A 45294 ['On 26-08-05 at 14:01:39.70 UT IceCube detected a track-like event with a moderate probability of being of astrophysical origin.  The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream. Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142956_64385264.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-08-05', 'Time: 14:01:39.70 UT', 'RA: 60.47 (+0.91/-0.8 deg 90% PSF containment) J2000', 'Dec: 26.07 (+0.54/-0.56 deg 90% PSF containment) J2000']\nIceCube-260807A 45307 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/142963_68892416.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-08-07', 'Time: 06:04:41.70 UT', 'RA: 325.37 (+4.26/-7.82 deg 90% PSF containment) J2000', 'Dec: 0.07 (+0.98/-1.77 deg 90% PSF containment) J2000']\nIceCube-260821A 45412 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143020_51776820.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-08-21', 'Time: 03:34:49.04 UT', 'RA: 116.67 (+0.49/-0.48 deg 90% PSF containment) J2000', 'Dec: 10.05 (+0.44/-0.45 deg 90% PSF containment) J2000']\nIceCube-260825A 45438 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143033_44905242.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-08-25', 'Time: 10:53:33.63 UT', 'RA: 91.95 (+0.75/-0.74 deg 90% PSF containment) J2000', 'Dec: 45.73 (+0.52/-0.51 deg 90% PSF containment) J2000']\nIceCube-260827A 45455 ['The event was selected by the ICECUBE_Astrotrack_GOLD alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143048_12474624.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-08-27', 'Time: 15:35:36.97 UT', 'RA: 86.31 (+0.65/-0.47 deg 90% PSF containment) J2000', 'Dec: 8.12 (+0.42/-0.41 deg 90% PSF containment) J2000']\nIceCube-260916A 45598 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143132_29436198.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-09-16', 'Time: 17:33:51.90 UT', 'RA: 156.18 (+0.51/-0.44 deg 90% PSF containment) J2000', 'Dec: 4.22 (+0.49/-0.5 deg 90% PSF containment) J2000']\nIceCube-260919A 45645 ['The event was selected by the ICECUBE_Astrotrack_GOLD alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143143_38400235.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-09-19', 'Time: 06:52:15.58 UT', 'RA: 111.05 (+0.31/-0.23 deg 90% PSF containment) J2000', 'Dec: 6.43 (+0.27/-0.28 deg 90% PSF containment) J2000']\nIceCube-260930A 45787 ['The event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.', 'Documentation regarding the alert streams and their astrophysical purity can be found here: https://gcn.nasa.gov/missions/icecube.', 'After the initial automated alert (https://gcn.gsfc.nasa.gov/notices_amon_g_b/143213_36103697.amon), more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:', 'Date: 26-09-30', 'Time: 00:44:43.30 UT', 'RA: 235.59 (+0.49/-0.5 deg 90% PSF containment) J2000', 'Dec: 0.97 (+0.56/-0.54 deg 90% PSF containment) J2000']\nOther substantive status language:\nIceCube-260115A 43497 ['ected to emit high-energy neutrinos and thus we consider ZTF26aabnqai unlikely to be related to IceCube-260115A.  We further identify following quasars without contemporaneous flaring activity. The hosts of ZTF22aaejlfn (SDSS J0']\nIceCube-260217A 43768 ['e case for the GCN schema (“record_number” = 1), corresponding to the updated reconstruction, which is sent along with this circular). Specifically: The fields “ra_dec_error” and “far” were sent as strings instead of numerical ']\nIceCube-260315A 44048 [' 44026Loading... \\xa0 \\xa0  ; Feng et al., GCN 44042Loading... \\xa0 \\xa0  ) it is unlikely to be the neutrino counterpart.  ZTF and GROWTH are worldwide collaborations comprising Caltech, USA; Caltech/IPAC, USA; University of Maryland, USA;']\nIceCube-260315A 44023 [' The galactic latitude b = 57 deg., longitude l = 272 deg.  Real time updated cover map and OT discovered available here: https://master.sai.msu.ru/site/master2/observ.php?id=3187113  MASTER-OAFA auto-detection system [4] disco']\nIceCube-260708A 45171 ['IceCube-260708A: Follow-up studies of cosmic-ray origin of high-energy neutrino alert  Date 2026-07-15T20:31:38Z (3 months ago)  From anna.franckowiak@astro.rub.de  Via Web form   The IceCube Collab', 'the timing distribution of hits inside the ice and hits in the IceTop cosmic-ray air-shower array on the surface above the in-ice part of the detector with tools that are not available for realtime selection of events yet. We find', 'ime selection of events yet. We find that the observed signatures are unlikely to be produced by a high-energy neutrino but instead indicate an origin in multiple muons produced in a cosmic-ray air shower, which is an expected, ', ' produced by a high-energy neutrino but instead indicate an origin in multiple muons produced in a cosmic-ray air shower, which is an expected, but rare background.      ', 'utrino but instead indicate an origin in multiple muons produced in a cosmic-ray air shower, which is an expected, but rare background.      ']\nIceCube-260722A 45217 ['l to templates of a Type Ia supernova, and the transient is therefore unrelated to the neutrino. The spectrum is available on TNS.  The data presented here were obtained with ALFOSC, which is provided by the Instituto de Astrofis']\nIceCube-260722A 45197 ['The galactic latitude b = 86 deg., longitude l = 145 deg.   Real time updated cover map and OT discovered available here:  https://master.sai.msu.ru/site/master2/observ.php?id=3438005  We obtain a following upper limits.    Tmi']\nIceCube-260821A 45415 ['The galactic latitude b = 17 deg., longitude l = 210 deg.   Real time updated cover map and OT discovered available here:  https://master.sai.msu.ru/site/master2/observ.php?id=3484669  We obtain a following upper limits.    Tmi']\n"
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          "exports": [
            "apply_figure_style",
            "set_frame",
            "panel_letter",
            "focal_palette",
            "bar_with_points",
            "strip_with_median",
            "goodness_arrow",
            "two_tier_label",
            "end_of_line_labels",
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          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
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      "script": "audit_rows=[]\nfor rec in gmanifest['records']:\n    e=rec['event'];txt=gtexts[e];cid,b=initials[e];h=maps[e]['header']\n    assert hashlib.sha256(zgcn.read(e+'.txt')).hexdigest()==rec['sha256']\n    ar={'event':e,'gcn_primary_circular':cid,'gcn_primary_url':'https://gcn.nasa.gov/circulars/'+cid,'gcn_event_url':rec['url'],'retrieved_utc':rec['retrieved_utc'],'page_sha256':rec['sha256'],'primary_date':re.search(r'\\nDate\\s*\\n([^\\n]+)',b).group(1),'circulars_in_page':';'.join(x[0] for x in blocks[e])}\n    for axis in ['RA','Dec']:\n        match=re.search(r'^'+axis+r':\\s*([+-]?[\\d.]+)\\s*\\(\\+([\\d.]+)/-([\\d.]+)\\s*deg\\s*90%',b,re.M)\n        assert match,(e,axis)\n        vals=list(map(float,match.groups()));key=axis.upper()\n        for label,val,hkey in zip(['center','plus90','minus90'],vals,[key,key+'_ERR_PLUS_90',key+'_ERR_MINUS_90']):\n            ar[axis+'_'+label]=val;ar[axis+'_'+label+'_matches']=bool(np.isclose(val,h[hkey],atol=1e-8,rtol=0))\n    ids=re.findall(r'(\\d{6})_(\\d+)\\.amon',b)\n    ar['run_event_match']=str((h['RUNID'],h['EVENTID']) in [(int(a),int(c)) for a,c in ids]) if ids else 'not present'\n    urls=re.findall(r'https://roc-2\\.icecube\\.wisc\\.edu/public/alerts/[^\\s)]+\\.fits\\.gz',b)\n    ar['map_url_match']=str(df.set_index('event').loc[e,'source_url'] in urls) if urls else 'not present'\n    stream=re.search(r'ICECUBE_Astrotrack_(BRONZE|GOLD)',b);ar['gcn_stream']=stream.group(1).title() if stream else 'not stated'\n    ar['status']='cosmic-ray muon background indicated (GCN 45171)' if e=='IceCube-260708A' else 'no withdrawal/reclassification identified in supplied page; stream audit incomplete'\n    ar['include_candidate_summary']=e!='IceCube-260708A'\n    audit_rows.append(ar)\ngcn_audit=pd.DataFrame(audit_rows)\nprint(gcn_audit[['event','gcn_primary_circular','run_event_match','map_url_match','gcn_stream']].to_string(index=False))\nprint('All coordinate comparisons:',gcn_audit.filter(like='_matches').all().to_dict())\nprint('Relevant additional status excerpts:')\nfor e,bs in blocks.items():\n    for cid,b in bs:\n        if cid==initials[e][0]:continue\n        hits=[b[max(0,m.start()-45):m.end()+130].replace('\\n',' ') for m in re.finditer(r'withdraw|retract|supersed|misclass|cosmic.ray|multiple muons|correction|erratum|unlikely|unrelated|updated',b,re.I)]\n        if hits:print(e,cid,hits[:3])\nretained=df[df.event!='IceCube-260708A'];print('19-candidate medians',retained[['moons50','moons90']].median().to_dict())",
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            "two_tier_label",
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          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
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      "script": "print(gmanifest['scope']);print(gmanifest['records'][0]);print('Actual text SHA',hashlib.sha256(zgcn.read('IceCube-260115A.txt')).hexdigest())\nprint('Raw-file checksum matches',sum(hashlib.sha256(zgcn.read(r['event']+'.txt')).hexdigest()==r['sha256'] for r in gmanifest['records']))\nprint('Manifest fields',set(k for r in gmanifest['records'] for k in r))",
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      "text": {
        "stdout": "Operator-retrieved public GCN event pages for 20 supplied files. A successful page and absence of a retraction word are not a complete notice-stream/revision audit. Original FITS latest-version identity remains unverified.\n{'event': 'IceCube-260115A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260115a', 'retrieved_utc': '2026-10-09T01:57:19.637161+00:00', 'status': 200, 'sha256': 'f27cdd00c272b3da2caad0ce065a46edc91bbd7dadef7b414ea2bf1f8d55caa0', 'circular_ids': ['43419', '43421', '43428', '43443', '43497'], 'contains_retraction_word': False}\nActual text SHA 93ae9017824bf279c39f94228693211f9d66ee3ebe2f00cd1572f10ec088c40c\nRaw-file checksum matches 0\nManifest fields {'url', 'sha256', 'retrieved_utc', 'contains_retraction_word', 'circular_ids', 'event', 'status'}\n",
        "stderr": "",
        "traceback": "",
        "plain": [
          "Operator-retrieved public GCN event pages for 20 supplied files. A successful page and absence of a retraction word are not a complete notice-stream/revision audit. Original FITS latest-version identity remains unverified.\n{'event': 'IceCube-260115A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260115a', 'retrieved_utc': '2026-10-09T01:57:19.637161+00:00', 'status': 200, 'sha256': 'f27cdd00c272b3da2caad0ce065a46edc91bbd7dadef7b414ea2bf1f8d55caa0', 'circular_ids': ['43419', '43421', '43428', '43443', '43497'], 'contains_retraction_word': False}\nActual text SHA 93ae9017824bf279c39f94228693211f9d66ee3ebe2f00cd1572f10ec088c40c\nRaw-file checksum matches 0\nManifest fields {'url', 'sha256', 'retrieved_utc', 'contains_retraction_word', 'circular_ids', 'event', 'status'}\n"
        ]
      },
      "outputs": [
        {
          "type": "stream",
          "name": "stdout",
          "text": "Operator-retrieved public GCN event pages for 20 supplied files. A successful page and absence of a retraction word are not a complete notice-stream/revision audit. Original FITS latest-version identity remains unverified.\n{'event': 'IceCube-260115A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260115a', 'retrieved_utc': '2026-10-09T01:57:19.637161+00:00', 'status': 200, 'sha256': 'f27cdd00c272b3da2caad0ce065a46edc91bbd7dadef7b414ea2bf1f8d55caa0', 'circular_ids': ['43419', '43421', '43428', '43443', '43497'], 'contains_retraction_word': False}\nActual text SHA 93ae9017824bf279c39f94228693211f9d66ee3ebe2f00cd1572f10ec088c40c\nRaw-file checksum matches 0\nManifest fields {'url', 'sha256', 'retrieved_utc', 'contains_retraction_word', 'circular_ids', 'event', 'status'}\n"
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          "exports": [
            "apply_figure_style",
            "set_frame",
            "panel_letter",
            "focal_palette",
            "bar_with_points",
            "strip_with_median",
            "goodness_arrow",
            "two_tier_label",
            "end_of_line_labels",
            "panel_crops"
          ],
          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
        }
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        "capturedAt": "2026-10-09T02:12:09.520Z",
        "installedInventory": {
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          "source": "cache-reused",
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        "complete": true,
        "captureStatus": "complete",
        "warnings": [
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      },
      "environmentManifestChecksum": "19fd2a1198b610870bb153928a130c891aac228788109ceda6ff09c408872d7d"
    },
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      "executionMode": "foreground",
      "submissionIdentity": "9047b6c2-d3f5-41b0-b5c3-fd4739c3de59",
      "submissionFingerprint": "64996b5630dfc2463fbba761d88f98b13dde06b2a728bdba55163f2e4fafbee3",
      "admittedAt": 1791511951537,
      "kernelEpochId": "bbb3b8c7-ce92-43df-ac45-58c516aa81d2",
      "executionInvocationId": "9047b6c2-d3f5-41b0-b5c3-fd4739c3de59",
      "cellId": "cell-066dc7ef-09b4-4bfc-b272-139fb311232a",
      "source": "agent",
      "inputKind": "cell",
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      "script": "audit_rows=[]\nfor rec in gmanifest['records']:\n    e=rec['event'];txt=gtexts[e];cid,b=initials[e];h=maps[e]['header']\n    actual_sha=hashlib.sha256(zgcn.read(e+'.txt')).hexdigest()\n    ar={'event':e,'gcn_primary_circular':cid,'gcn_primary_url':'https://gcn.nasa.gov/circulars/'+cid,'gcn_event_url':rec['url'],'retrieved_utc':rec['retrieved_utc'],'manifest_sha256':rec['sha256'],'text_sha256':actual_sha,'checksum_matches':actual_sha==rec['sha256'],'circulars_in_page':';'.join(x[0] for x in blocks[e])}\n    for axis in ['RA','Dec']:\n        match=re.search(r'^'+axis+r':\\s*([+-]?[\\d.]+)\\s*\\(\\+([\\d.]+)/-([\\d.]+)\\s*deg\\s*90%',b,re.M)\n        assert match,(e,axis)\n        vals=list(map(float,match.groups()));key=axis.upper()\n        for label,val,hkey in zip(['center','plus90','minus90'],vals,[key,key+'_ERR_PLUS_90',key+'_ERR_MINUS_90']):\n            ar[axis+'_'+label]=val;ar[axis+'_'+label+'_matches']=bool(np.isclose(val,h[hkey],atol=1e-8,rtol=0))\n    ids=re.findall(r'(\\d{6})_(\\d+)\\.amon',b)\n    ar['run_event_match']=str((h['RUNID'],h['EVENTID']) in [(int(a),int(c)) for a,c in ids]) if ids else 'not present'\n    urls=re.findall(r'https://roc-2\\.icecube\\.wisc\\.edu/public/alerts/[^\\s)]+\\.fits\\.gz',b)\n    ar['map_url_match']=str(df.set_index('event').loc[e,'source_url'] in urls) if urls else 'not present'\n    stream=re.search(r'ICECUBE_Astrotrack_(BRONZE|GOLD)',b);ar['gcn_stream']=stream.group(1).title() if stream else 'not stated'\n    ar['gcn_status']='cosmic-ray muon background indicated (GCN 45171)' if e=='IceCube-260708A' else 'no withdrawal/reclassification identified in supplied page; stream audit incomplete'\n    ar['include_candidate_summary']=e!='IceCube-260708A';audit_rows.append(ar)\ngcn_audit=pd.DataFrame(audit_rows)\nprint(gcn_audit[['event','gcn_primary_circular','run_event_match','map_url_match','gcn_stream']].to_string(index=False))\nprint('Coordinate checks',gcn_audit.filter(like='_matches').sum().to_dict())\nprint('Additional status excerpts:')\nfor e,bs in blocks.items():\n    for cid,b in bs:\n        if cid==initials[e][0]:continue\n        hits=[b[max(0,m.start()-40):m.end()+120].replace('\\n',' ') for m in re.finditer(r'withdraw|retract|supersed|misclass|cosmic.ray|multiple muons|correction|erratum|unlikely|unrelated|updated',b,re.I)]\n        if hits:print(e,cid,hits[:3])\nretained=df[df.event!='IceCube-260708A'];print('19-candidate medians',retained[['moons50','moons90']].median().to_dict())",
      "status": "completed",
      "startedAt": 1791511951743,
      "cwdBefore": "$DATA/notebooks/cmuzipxm4000grxoq6u2ose79/01a11b81-c5e1-7663-a4ea-873f68e0e1c8/data",
      "executionCount": 24,
      "environment": "default-python",
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        "stdout": "          event gcn_primary_circular run_event_match map_url_match gcn_stream\nIceCube-260115A                43421            True          True     Bronze\nIceCube-260125A                43512            True          True     Bronze\nIceCube-260217A                43768     not present   not present     Bronze\nIceCube-260315A                44017            True   not present     Bronze\nIceCube-260425A                44409            True   not present     Bronze\nIceCube-260504A                44464            True   not present     Bronze\nIceCube-260610A                44899            True   not present       Gold\nIceCube-260622A                45018            True   not present     Bronze\nIceCube-260704A                45075            True   not present     Bronze\nIceCube-260708A                45120            True   not present       Gold\nIceCube-260712A                45141            True   not present     Bronze\nIceCube-260722A                45194            True   not present     Bronze\nIceCube-260805A                45294            True   not present     Bronze\nIceCube-260807A                45307            True   not present     Bronze\nIceCube-260821A                45412            True   not present     Bronze\nIceCube-260825A                45438            True   not present     Bronze\nIceCube-260827A                45455            True   not present       Gold\nIceCube-260916A                45598            True   not present     Bronze\nIceCube-260919A                45645            True   not present       Gold\nIceCube-260930A                45787            True   not present     Bronze\nCoordinate checks {'checksum_matches': 0, 'RA_center_matches': 20, 'RA_plus90_matches': 20, 'RA_minus90_matches': 20, 'Dec_center_matches': 20, 'Dec_plus90_matches': 20, 'Dec_minus90_matches': 20}\nAdditional status excerpts:\nIceCube-260115A 43497 ['rinos and thus we consider ZTF26aabnqai unlikely to be related to IceCube-260115A.  We further identify following quasars without contemporaneous flaring activity. The ']\nIceCube-260315A 44048 ['t al., GCN 44042Loading... \\xa0 \\xa0  ) it is unlikely to be the neutrino counterpart.  ZTF and GROWTH are worldwide collaborations comprising Caltech, USA; Caltech/IPAC, USA']\nIceCube-260315A 44023 ['deg., longitude l = 272 deg.  Real time updated cover map and OT discovered available here: https://master.sai.msu.ru/site/master2/observ.php?id=3187113  MASTER-OAFA a']\nIceCube-260708A 45171 ['IceCube-260708A: Follow-up studies of cosmic-ray origin of high-energy neutrino alert  Date 2026-07-15T20:31:38Z (3 months ago)  From anna.franckowiak@astro.rub.de  Via', 's inside the ice and hits in the IceTop cosmic-ray air-shower array on the surface above the in-ice part of the detector with tools that are not available for realtime se', 'e find that the observed signatures are unlikely to be produced by a high-energy neutrino but instead indicate an origin in multiple muons produced in a cosmic-ray air ']\nIceCube-260722A 45217 ['pernova, and the transient is therefore unrelated to the neutrino. The spectrum is available on TNS.  The data presented here were obtained with ALFOSC, which is provide']\nIceCube-260722A 45197 ['eg., longitude l = 145 deg.   Real time updated cover map and OT discovered available here:  https://master.sai.msu.ru/site/master2/observ.php?id=3438005  We obtain a ']\nIceCube-260821A 45415 ['eg., longitude l = 210 deg.   Real time updated cover map and OT discovered available here:  https://master.sai.msu.ru/site/master2/observ.php?id=3484669  We obtain a ']\n19-candidate medians {'moons50': 1.2854639209385728, 'moons90': 4.33909140586592}\n",
        "stderr": "",
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          "          event gcn_primary_circular run_event_match map_url_match gcn_stream\nIceCube-260115A                43421            True          True     Bronze\nIceCube-260125A                43512            True          True     Bronze\nIceCube-260217A                43768     not present   not present     Bronze\nIceCube-260315A                44017            True   not present     Bronze\nIceCube-260425A                44409            True   not present     Bronze\nIceCube-260504A                44464            True   not present     Bronze\nIceCube-260610A                44899            True   not present       Gold\nIceCube-260622A                45018            True   not present     Bronze\nIceCube-260704A                45075            True   not present     Bronze\nIceCube-260708A                45120            True   not present       Gold\nIceCube-260712A                45141            True   not present     Bronze\nIceCube-260722A                45194            True   not present     Bronze\nIceCube-260805A                45294            True   not present     Bronze\nIceCube-260807A                45307            True   not present     Bronze\nIceCube-260821A                45412            True   not present     Bronze\nIceCube-260825A                45438            True   not present     Bronze\nIceCube-260827A                45455            True   not present       Gold\nIceCube-260916A                45598            True   not present     Bronze\nIceCube-260919A                45645            True   not present       Gold\nIceCube-260930A                45787            True   not present     Bronze\nCoordinate checks {'checksum_matches': 0, 'RA_center_matches': 20, 'RA_plus90_matches': 20, 'RA_minus90_matches': 20, 'Dec_center_matches': 20, 'Dec_plus90_matches': 20, 'Dec_minus90_matches': 20}\nAdditional status excerpts:\nIceCube-260115A 43497 ['rinos and thus we consider ZTF26aabnqai unlikely to be related to IceCube-260115A.  We further identify following quasars without contemporaneous flaring activity. The ']\nIceCube-260315A 44048 ['t al., GCN 44042Loading... \\xa0 \\xa0  ) it is unlikely to be the neutrino counterpart.  ZTF and GROWTH are worldwide collaborations comprising Caltech, USA; Caltech/IPAC, USA']\nIceCube-260315A 44023 ['deg., longitude l = 272 deg.  Real time updated cover map and OT discovered available here: https://master.sai.msu.ru/site/master2/observ.php?id=3187113  MASTER-OAFA a']\nIceCube-260708A 45171 ['IceCube-260708A: Follow-up studies of cosmic-ray origin of high-energy neutrino alert  Date 2026-07-15T20:31:38Z (3 months ago)  From anna.franckowiak@astro.rub.de  Via', 's inside the ice and hits in the IceTop cosmic-ray air-shower array on the surface above the in-ice part of the detector with tools that are not available for realtime se', 'e find that the observed signatures are unlikely to be produced by a high-energy neutrino but instead indicate an origin in multiple muons produced in a cosmic-ray air ']\nIceCube-260722A 45217 ['pernova, and the transient is therefore unrelated to the neutrino. The spectrum is available on TNS.  The data presented here were obtained with ALFOSC, which is provide']\nIceCube-260722A 45197 ['eg., longitude l = 145 deg.   Real time updated cover map and OT discovered available here:  https://master.sai.msu.ru/site/master2/observ.php?id=3438005  We obtain a ']\nIceCube-260821A 45415 ['eg., longitude l = 210 deg.   Real time updated cover map and OT discovered available here:  https://master.sai.msu.ru/site/master2/observ.php?id=3484669  We obtain a ']\n19-candidate medians {'moons50': 1.2854639209385728, 'moons90': 4.33909140586592}\n"
        ]
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          "text": "          event gcn_primary_circular run_event_match map_url_match gcn_stream\nIceCube-260115A                43421            True          True     Bronze\nIceCube-260125A                43512            True          True     Bronze\nIceCube-260217A                43768     not present   not present     Bronze\nIceCube-260315A                44017            True   not present     Bronze\nIceCube-260425A                44409            True   not present     Bronze\nIceCube-260504A                44464            True   not present     Bronze\nIceCube-260610A                44899            True   not present       Gold\nIceCube-260622A                45018            True   not present     Bronze\nIceCube-260704A                45075            True   not present     Bronze\nIceCube-260708A                45120            True   not present       Gold\nIceCube-260712A                45141            True   not present     Bronze\nIceCube-260722A                45194            True   not present     Bronze\nIceCube-260805A                45294            True   not present     Bronze\nIceCube-260807A                45307            True   not present     Bronze\nIceCube-260821A                45412            True   not present     Bronze\nIceCube-260825A                45438            True   not present     Bronze\nIceCube-260827A                45455            True   not present       Gold\nIceCube-260916A                45598            True   not present     Bronze\nIceCube-260919A                45645            True   not present       Gold\nIceCube-260930A                45787            True   not present     Bronze\nCoordinate checks {'checksum_matches': 0, 'RA_center_matches': 20, 'RA_plus90_matches': 20, 'RA_minus90_matches': 20, 'Dec_center_matches': 20, 'Dec_plus90_matches': 20, 'Dec_minus90_matches': 20}\nAdditional status excerpts:\nIceCube-260115A 43497 ['rinos and thus we consider ZTF26aabnqai unlikely to be related to IceCube-260115A.  We further identify following quasars without contemporaneous flaring activity. The ']\nIceCube-260315A 44048 ['t al., GCN 44042Loading... \\xa0 \\xa0  ) it is unlikely to be the neutrino counterpart.  ZTF and GROWTH are worldwide collaborations comprising Caltech, USA; Caltech/IPAC, USA']\nIceCube-260315A 44023 ['deg., longitude l = 272 deg.  Real time updated cover map and OT discovered available here: https://master.sai.msu.ru/site/master2/observ.php?id=3187113  MASTER-OAFA a']\nIceCube-260708A 45171 ['IceCube-260708A: Follow-up studies of cosmic-ray origin of high-energy neutrino alert  Date 2026-07-15T20:31:38Z (3 months ago)  From anna.franckowiak@astro.rub.de  Via', 's inside the ice and hits in the IceTop cosmic-ray air-shower array on the surface above the in-ice part of the detector with tools that are not available for realtime se', 'e find that the observed signatures are unlikely to be produced by a high-energy neutrino but instead indicate an origin in multiple muons produced in a cosmic-ray air ']\nIceCube-260722A 45217 ['pernova, and the transient is therefore unrelated to the neutrino. The spectrum is available on TNS.  The data presented here were obtained with ALFOSC, which is provide']\nIceCube-260722A 45197 ['eg., longitude l = 145 deg.   Real time updated cover map and OT discovered available here:  https://master.sai.msu.ru/site/master2/observ.php?id=3438005  We obtain a ']\nIceCube-260821A 45415 ['eg., longitude l = 210 deg.   Real time updated cover map and OT discovered available here:  https://master.sai.msu.ru/site/master2/observ.php?id=3484669  We obtain a ']\n19-candidate medians {'moons50': 1.2854639209385728, 'moons90': 4.33909140586592}\n"
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          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
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        "capturedAt": "2026-10-09T02:12:33.794Z",
        "installedInventory": {
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          "source": "cache-reused",
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        "stdout": "IceCube-260217A - IceCube observation of a high-energy neutrino candidate track-like event\n\nDate\n2026-02-17T11:46:06Z (8 months ago)\n\nFrom\nA. Zegarelli at Ruhr University Bochum <azegarelli@icecube.wisc.edu>\n\nVia\nWeb form\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nOn 26-02-17 at 05:55:24.52 UT IceCube detected a track-like event with a moderate probability of being of astrophysical origin. \nThe event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.\nThe average astrophysical neutrino purity for Bronze alerts is 30%.\nThis alert has an estimated false alarm rate of 2.768 events per year due to atmospheric \nbackgrounds.\nThe IceCube detector was in a normal operating state at the time of detection.\n\nAfter the initial automated alert, more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:\n\nDate: 26-02-17\nTime: 05:55:24.52 UT\nRA: 75.89 (+0.52/-0.56 deg 90% PSF containment) J2000\nDec: 14.63 (+0.45/-0.43  deg 90% PSF containment) J2000\n\nNo known gamma-ray sources listed in the Fermi 4FGL-DR4 or 3FHL catalogs are located within the 90% uncertainty region of this event.\n\nAs announced in GCN Circular 43419Loading...\n \n \n\n, IceCube alert notices for high-energy track alerts are now also streamed via Kafka.\nIceCube Gold/Bronze track alerts are available on the Kafka topic 'gcn.notices.icecube.gold_bronze_track_alerts'.\nThe probability distribution of the true neutrino direction, allowing the extraction of precise 90% containment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts.\nAdditional information is available at https://gcn.nasa.gov/missions/icecube.\n\nThe initial automated alert was not distributed through the classical GCN notice system, and the cause is currently under investigation.\n\nMeanwhile, the Kafka notification was streamed with an approximate delay of 30 minutes due to a temporary technical issue. As a result, the initial GCN schema (“record_number” = 0) streamed via Kafka contains some errors (this is not the case for the GCN schema (“record_number” = 1), corresponding to the updated reconstruction, which is sent along with this circular). Specifically:\nThe fields “ra_dec_error” and “far” were sent as strings instead of numerical values.\nrecord_number was sent as 1, but it should have been 0.\nThe field “p_astro” was sent as a percentage (30.722) instead of a decimal fraction; the correct value is 0.31.\n\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the geographic South Pole, Antarctica.\n\nThe IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu\n\n\n\n\n\nQuestions or comments? Contact GCN directly.\n\n\n\n\nHave you found a bug in GCN? Open an issue.\n\n\n\n\nWant to contribute code to GCN? Get involved on GitHub.\n\n\n\n\n\n\n\ngcn.nasa.gov\nA service of the Astrophysics Science Division at NASA Goddard Space Flight Center\n\n\nAbout NASA\nAccessibility\nBudget and Performance\nNo FEAR Act\nFOIA Requests\nOffice of the Inspector General\nPrivacy Policy\nVulnerability Disclosure Policy\n\nLooking for U.S. government information and services? Visit USA.gov\n\n\n45462 IceCube-260825A: Upper limits from a search for additional neutrino events in IceCube\n\nDate\n2026-08-29T06:13:33Z (a month ago)\n\nFrom\nSam Hori at IceCube/U Wisc-Madison <sahori@wisc.edu>\n\nVia\nemail\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nIceCube has performed a search [1] for additional track-like muon neutrino events arriving from the direction of IceCube-260825A (https://gcn.nasa.gov/circulars/45438Loading...\n \n \n\n) in a time range of 1000 seconds centered on the alert event time (2026-08-25 10:45:13.633 UTC to 2026-08-25 11:01:53.633 UTC) during which IceCube was collecting good quality data.\nExcluding the event that prompted the alert, zero track-like events are found within the 90% containment region of IceCube-260825A. We report a p-value of 1.00 in this time window.   IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, is 1.5e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260825A in a 1000 second time window. 90% of events IceCube would detect from a source at this declination with an E^-2.5 spectrum have energies in the approximate energy range between 2e+02 GeV and 5e+04 GeV.\n\nA subsequent search was performed including 2 days of data centered on the alert event time (2026-08-24 10:53:33.633 UTC to 2026-08-26 10:53:33.633 UTC). In this case, we report a p-value of 0.03, consistent with no significant excess of track events. IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, is 1.8e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260825A in a 2 day time window.\n\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the geographic South Pole, Antarctica. The IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu.\n\n[1] IceCube Collaboration, R. Abbasi  et al., ApJ 910 4 (2021)\n\n\n\n\n\n\n\n45461 IceCube-260825A: Upper limits from a search for additional neutrino events in IceCube\n\nDate\n2026-08-29T06:13:01Z (a month ago)\n\nFrom\nSam Hori at IceCube/U Wisc-Madison <sahori@wisc.edu>\n\nVia\nemail\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nIceCube has performed a search [1] for additional track-like muon neutrino events arriving from the direction of IceCube-260825A (https://gcn.nasa.gov/circulars/45438Loading...\n \n \n\n) in a time range of 1000 seconds centered on the alert event time (2026-08-25 10:45:13.633 UTC to 2026-08-25 11:01:53.633 UTC) during which IceCube was collecting good quality data.\nExcluding the event that prompted the alert, zero track-like events are found within the 90% containment region of IceCube-260825A. We report a p-value of 1.00 in this time window.   IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, is 1.5e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260825A in a 1000 second time window. 90% of events IceCube would detect from a source at this declination with an E^-2.5 spectrum have energies in the approximate energy range between 2e+02 GeV and 5e+04 GeV.\n\nA subsequent search was performed including 2 days of data centered on the alert event time (2026-08-24 10:53:33.633 UTC to 2026-08-26 10:53:33.633 UTC). In this case, we report a p-value of 0.03, consistent with no significant excess of track events. IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, is 1.8e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260825A in a 2 day time window.\n\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the geographic South Pole, Antarctica. The IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu.\n\n[1] IceCube Collaboration, R. Abbasi  et al., ApJ 910 4 (2021)\n\n\n\n\n\n\n\nNonstandard initial reconstruction descriptions:\nIceCube-260610A am. The average astrophysical neutrino purity for Gold alerts is 50%. Given the path through the IceCube detector (track traversing only a limited instrumented volume), the detector does not observe the full \nIceCube-260708A ruction algorithms have been applied offline. Some computational anomalies are observed in the primary offline reconstruction algorithm for this event, so the directional reconstruction results from the alternative\nIceCube-260708A r this event, so the directional reconstruction results from the alternative offline algorithm are included in this event while these anomalies are investigated. With this alternative algorithm, the direction is refi\nIceCube-260708A rnative offline algorithm are included in this event while these anomalies are investigated. With this alternative algorithm, the direction is refined to:  Date: 26-07-08 Time: 17:17:42.55 UT RA: 292.81 (+0.48/-0.4\nIceCube-260708A  in this event while these anomalies are investigated. With this alternative algorithm, the direction is refined to:  Date: 26-07-08 Time: 17:17:42.55 UT RA: 292.81 (+0.48/-0.47 deg 90% PSF containment) J2000 Dec: -1\n",
        "stderr": "",
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          "IceCube-260217A - IceCube observation of a high-energy neutrino candidate track-like event\n\nDate\n2026-02-17T11:46:06Z (8 months ago)\n\nFrom\nA. Zegarelli at Ruhr University Bochum <azegarelli@icecube.wisc.edu>\n\nVia\nWeb form\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nOn 26-02-17 at 05:55:24.52 UT IceCube detected a track-like event with a moderate probability of being of astrophysical origin. \nThe event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.\nThe average astrophysical neutrino purity for Bronze alerts is 30%.\nThis alert has an estimated false alarm rate of 2.768 events per year due to atmospheric \nbackgrounds.\nThe IceCube detector was in a normal operating state at the time of detection.\n\nAfter the initial automated alert, more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:\n\nDate: 26-02-17\nTime: 05:55:24.52 UT\nRA: 75.89 (+0.52/-0.56 deg 90% PSF containment) J2000\nDec: 14.63 (+0.45/-0.43  deg 90% PSF containment) J2000\n\nNo known gamma-ray sources listed in the Fermi 4FGL-DR4 or 3FHL catalogs are located within the 90% uncertainty region of this event.\n\nAs announced in GCN Circular 43419Loading...\n \n \n\n, IceCube alert notices for high-energy track alerts are now also streamed via Kafka.\nIceCube Gold/Bronze track alerts are available on the Kafka topic 'gcn.notices.icecube.gold_bronze_track_alerts'.\nThe probability distribution of the true neutrino direction, allowing the extraction of precise 90% containment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts.\nAdditional information is available at https://gcn.nasa.gov/missions/icecube.\n\nThe initial automated alert was not distributed through the classical GCN notice system, and the cause is currently under investigation.\n\nMeanwhile, the Kafka notification was streamed with an approximate delay of 30 minutes due to a temporary technical issue. As a result, the initial GCN schema (“record_number” = 0) streamed via Kafka contains some errors (this is not the case for the GCN schema (“record_number” = 1), corresponding to the updated reconstruction, which is sent along with this circular). Specifically:\nThe fields “ra_dec_error” and “far” were sent as strings instead of numerical values.\nrecord_number was sent as 1, but it should have been 0.\nThe field “p_astro” was sent as a percentage (30.722) instead of a decimal fraction; the correct value is 0.31.\n\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the geographic South Pole, Antarctica.\n\nThe IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu\n\n\n\n\n\nQuestions or comments? Contact GCN directly.\n\n\n\n\nHave you found a bug in GCN? Open an issue.\n\n\n\n\nWant to contribute code to GCN? Get involved on GitHub.\n\n\n\n\n\n\n\ngcn.nasa.gov\nA service of the Astrophysics Science Division at NASA Goddard Space Flight Center\n\n\nAbout NASA\nAccessibility\nBudget and Performance\nNo FEAR Act\nFOIA Requests\nOffice of the Inspector General\nPrivacy Policy\nVulnerability Disclosure Policy\n\nLooking for U.S. government information and services? Visit USA.gov\n\n\n45462 IceCube-260825A: Upper limits from a search for additional neutrino events in IceCube\n\nDate\n2026-08-29T06:13:33Z (a month ago)\n\nFrom\nSam Hori at IceCube/U Wisc-Madison <sahori@wisc.edu>\n\nVia\nemail\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nIceCube has performed a search [1] for additional track-like muon neutrino events arriving from the direction of IceCube-260825A (https://gcn.nasa.gov/circulars/45438Loading...\n \n \n\n) in a time range of 1000 seconds centered on the alert event time (2026-08-25 10:45:13.633 UTC to 2026-08-25 11:01:53.633 UTC) during which IceCube was collecting good quality data.\nExcluding the event that prompted the alert, zero track-like events are found within the 90% containment region of IceCube-260825A. We report a p-value of 1.00 in this time window.   IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, is 1.5e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260825A in a 1000 second time window. 90% of events IceCube would detect from a source at this declination with an E^-2.5 spectrum have energies in the approximate energy range between 2e+02 GeV and 5e+04 GeV.\n\nA subsequent search was performed including 2 days of data centered on the alert event time (2026-08-24 10:53:33.633 UTC to 2026-08-26 10:53:33.633 UTC). In this case, we report a p-value of 0.03, consistent with no significant excess of track events. IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, is 1.8e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260825A in a 2 day time window.\n\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the geographic South Pole, Antarctica. The IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu.\n\n[1] IceCube Collaboration, R. Abbasi  et al., ApJ 910 4 (2021)\n\n\n\n\n\n\n\n45461 IceCube-260825A: Upper limits from a search for additional neutrino events in IceCube\n\nDate\n2026-08-29T06:13:01Z (a month ago)\n\nFrom\nSam Hori at IceCube/U Wisc-Madison <sahori@wisc.edu>\n\nVia\nemail\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nIceCube has performed a search [1] for additional track-like muon neutrino events arriving from the direction of IceCube-260825A (https://gcn.nasa.gov/circulars/45438Loading...\n \n \n\n) in a time range of 1000 seconds centered on the alert event time (2026-08-25 10:45:13.633 UTC to 2026-08-25 11:01:53.633 UTC) during which IceCube was collecting good quality data.\nExcluding the event that prompted the alert, zero track-like events are found within the 90% containment region of IceCube-260825A. We report a p-value of 1.00 in this time window.   IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, is 1.5e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260825A in a 1000 second time window. 90% of events IceCube would detect from a source at this declination with an E^-2.5 spectrum have energies in the approximate energy range between 2e+02 GeV and 5e+04 GeV.\n\nA subsequent search was performed including 2 days of data centered on the alert event time (2026-08-24 10:53:33.633 UTC to 2026-08-26 10:53:33.633 UTC). In this case, we report a p-value of 0.03, consistent with no significant excess of track events. IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, is 1.8e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260825A in a 2 day time window.\n\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the geographic South Pole, Antarctica. The IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu.\n\n[1] IceCube Collaboration, R. Abbasi  et al., ApJ 910 4 (2021)\n\n\n\n\n\n\n\nNonstandard initial reconstruction descriptions:\nIceCube-260610A am. The average astrophysical neutrino purity for Gold alerts is 50%. Given the path through the IceCube detector (track traversing only a limited instrumented volume), the detector does not observe the full \nIceCube-260708A ruction algorithms have been applied offline. Some computational anomalies are observed in the primary offline reconstruction algorithm for this event, so the directional reconstruction results from the alternative\nIceCube-260708A r this event, so the directional reconstruction results from the alternative offline algorithm are included in this event while these anomalies are investigated. With this alternative algorithm, the direction is refi\nIceCube-260708A rnative offline algorithm are included in this event while these anomalies are investigated. With this alternative algorithm, the direction is refined to:  Date: 26-07-08 Time: 17:17:42.55 UT RA: 292.81 (+0.48/-0.4\nIceCube-260708A  in this event while these anomalies are investigated. With this alternative algorithm, the direction is refined to:  Date: 26-07-08 Time: 17:17:42.55 UT RA: 292.81 (+0.48/-0.47 deg 90% PSF containment) J2000 Dec: -1\n"
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          "text": "IceCube-260217A - IceCube observation of a high-energy neutrino candidate track-like event\n\nDate\n2026-02-17T11:46:06Z (8 months ago)\n\nFrom\nA. Zegarelli at Ruhr University Bochum <azegarelli@icecube.wisc.edu>\n\nVia\nWeb form\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nOn 26-02-17 at 05:55:24.52 UT IceCube detected a track-like event with a moderate probability of being of astrophysical origin. \nThe event was selected by the ICECUBE_Astrotrack_BRONZE alert stream.\nThe average astrophysical neutrino purity for Bronze alerts is 30%.\nThis alert has an estimated false alarm rate of 2.768 events per year due to atmospheric \nbackgrounds.\nThe IceCube detector was in a normal operating state at the time of detection.\n\nAfter the initial automated alert, more sophisticated reconstruction algorithms have been applied offline, with the direction refined to:\n\nDate: 26-02-17\nTime: 05:55:24.52 UT\nRA: 75.89 (+0.52/-0.56 deg 90% PSF containment) J2000\nDec: 14.63 (+0.45/-0.43  deg 90% PSF containment) J2000\n\nNo known gamma-ray sources listed in the Fermi 4FGL-DR4 or 3FHL catalogs are located within the 90% uncertainty region of this event.\n\nAs announced in GCN Circular 43419Loading...\n \n \n\n, IceCube alert notices for high-energy track alerts are now also streamed via Kafka.\nIceCube Gold/Bronze track alerts are available on the Kafka topic 'gcn.notices.icecube.gold_bronze_track_alerts'.\nThe probability distribution of the true neutrino direction, allowing the extraction of precise 90% containment regions around the best-fit direction, is now available for revised reconstruction of high-energy track alerts.\nAdditional information is available at https://gcn.nasa.gov/missions/icecube.\n\nThe initial automated alert was not distributed through the classical GCN notice system, and the cause is currently under investigation.\n\nMeanwhile, the Kafka notification was streamed with an approximate delay of 30 minutes due to a temporary technical issue. As a result, the initial GCN schema (“record_number” = 0) streamed via Kafka contains some errors (this is not the case for the GCN schema (“record_number” = 1), corresponding to the updated reconstruction, which is sent along with this circular). Specifically:\nThe fields “ra_dec_error” and “far” were sent as strings instead of numerical values.\nrecord_number was sent as 1, but it should have been 0.\nThe field “p_astro” was sent as a percentage (30.722) instead of a decimal fraction; the correct value is 0.31.\n\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the geographic South Pole, Antarctica.\n\nThe IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu\n\n\n\n\n\nQuestions or comments? Contact GCN directly.\n\n\n\n\nHave you found a bug in GCN? Open an issue.\n\n\n\n\nWant to contribute code to GCN? Get involved on GitHub.\n\n\n\n\n\n\n\ngcn.nasa.gov\nA service of the Astrophysics Science Division at NASA Goddard Space Flight Center\n\n\nAbout NASA\nAccessibility\nBudget and Performance\nNo FEAR Act\nFOIA Requests\nOffice of the Inspector General\nPrivacy Policy\nVulnerability Disclosure Policy\n\nLooking for U.S. government information and services? Visit USA.gov\n\n\n45462 IceCube-260825A: Upper limits from a search for additional neutrino events in IceCube\n\nDate\n2026-08-29T06:13:33Z (a month ago)\n\nFrom\nSam Hori at IceCube/U Wisc-Madison <sahori@wisc.edu>\n\nVia\nemail\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nIceCube has performed a search [1] for additional track-like muon neutrino events arriving from the direction of IceCube-260825A (https://gcn.nasa.gov/circulars/45438Loading...\n \n \n\n) in a time range of 1000 seconds centered on the alert event time (2026-08-25 10:45:13.633 UTC to 2026-08-25 11:01:53.633 UTC) during which IceCube was collecting good quality data.\nExcluding the event that prompted the alert, zero track-like events are found within the 90% containment region of IceCube-260825A. We report a p-value of 1.00 in this time window.   IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, is 1.5e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260825A in a 1000 second time window. 90% of events IceCube would detect from a source at this declination with an E^-2.5 spectrum have energies in the approximate energy range between 2e+02 GeV and 5e+04 GeV.\n\nA subsequent search was performed including 2 days of data centered on the alert event time (2026-08-24 10:53:33.633 UTC to 2026-08-26 10:53:33.633 UTC). In this case, we report a p-value of 0.03, consistent with no significant excess of track events. IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, is 1.8e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260825A in a 2 day time window.\n\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the geographic South Pole, Antarctica. The IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu.\n\n[1] IceCube Collaboration, R. Abbasi  et al., ApJ 910 4 (2021)\n\n\n\n\n\n\n\n45461 IceCube-260825A: Upper limits from a search for additional neutrino events in IceCube\n\nDate\n2026-08-29T06:13:01Z (a month ago)\n\nFrom\nSam Hori at IceCube/U Wisc-Madison <sahori@wisc.edu>\n\nVia\nemail\n\n\nThe IceCube Collaboration (http://icecube.wisc.edu/) reports:\n\nIceCube has performed a search [1] for additional track-like muon neutrino events arriving from the direction of IceCube-260825A (https://gcn.nasa.gov/circulars/45438Loading...\n \n \n\n) in a time range of 1000 seconds centered on the alert event time (2026-08-25 10:45:13.633 UTC to 2026-08-25 11:01:53.633 UTC) during which IceCube was collecting good quality data.\nExcluding the event that prompted the alert, zero track-like events are found within the 90% containment region of IceCube-260825A. We report a p-value of 1.00 in this time window.   IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, is 1.5e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260825A in a 1000 second time window. 90% of events IceCube would detect from a source at this declination with an E^-2.5 spectrum have energies in the approximate energy range between 2e+02 GeV and 5e+04 GeV.\n\nA subsequent search was performed including 2 days of data centered on the alert event time (2026-08-24 10:53:33.633 UTC to 2026-08-26 10:53:33.633 UTC). In this case, we report a p-value of 0.03, consistent with no significant excess of track events. IceCube’s sensitivity to neutrino point sources with an E^-2.5 spectrum, expressed as E^2 dN/dE evaluated at 1 TeV, is 1.8e-01 GeV cm^-2 within the 90% spatial containment region of IceCube-260825A in a 2 day time window.\n\nThe IceCube Neutrino Observatory is a cubic-kilometer neutrino detector operating at the geographic South Pole, Antarctica. The IceCube realtime alert point of contact can be reached at roc@icecube.wisc.edu.\n\n[1] IceCube Collaboration, R. Abbasi  et al., ApJ 910 4 (2021)\n\n\n\n\n\n\n\nNonstandard initial reconstruction descriptions:\nIceCube-260610A am. The average astrophysical neutrino purity for Gold alerts is 50%. Given the path through the IceCube detector (track traversing only a limited instrumented volume), the detector does not observe the full \nIceCube-260708A ruction algorithms have been applied offline. Some computational anomalies are observed in the primary offline reconstruction algorithm for this event, so the directional reconstruction results from the alternative\nIceCube-260708A r this event, so the directional reconstruction results from the alternative offline algorithm are included in this event while these anomalies are investigated. With this alternative algorithm, the direction is refi\nIceCube-260708A rnative offline algorithm are included in this event while these anomalies are investigated. With this alternative algorithm, the direction is refined to:  Date: 26-07-08 Time: 17:17:42.55 UT RA: 292.81 (+0.48/-0.4\nIceCube-260708A  in this event while these anomalies are investigated. With this alternative algorithm, the direction is refined to:  Date: 26-07-08 Time: 17:17:42.55 UT RA: 292.81 (+0.48/-0.47 deg 90% PSF containment) J2000 Dec: -1\n"
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          ],
          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
        }
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        "capturedAt": "2026-10-09T02:12:48.346Z",
        "installedInventory": {
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          "source": "cache-reused",
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        "complete": true,
        "captureStatus": "complete",
        "warnings": [
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      },
      "environmentManifestChecksum": "9a57b80eecb5787988932446c73e5c9d140ecb32b1b49e35e174e5343a0c959e"
    },
    {
      "runId": "notebook-run-1791512010604-242",
      "executionMode": "foreground",
      "submissionIdentity": "b53f174d-3a3a-4fde-8379-9358e6116b11",
      "submissionFingerprint": "4d93074e65300ce996d6cc51390f23a11a759f228922aa1330d546849f53531a",
      "admittedAt": 1791512010604,
      "kernelEpochId": "bbb3b8c7-ce92-43df-ac45-58c516aa81d2",
      "executionInvocationId": "b53f174d-3a3a-4fde-8379-9358e6116b11",
      "cellId": "cell-d6692f91-c616-4b71-bd21-f255b2396f17",
      "source": "agent",
      "inputKind": "cell",
      "kernelKind": "python",
      "script": "from pathlib import Path\nold_report=Path('/Users/aipoch/OpenScience/notebook-inputs/cmuzipxm4000grxoq6u2ose79/01a11b81-c5e1-7663-a4ea-873f68e0e1c8/artifact-version/6095270975fd3746162b31927945b00ab32869b415f17e931e00a2285a3c3e70/content').read_text()\nfor j,r in gcn_audit.iterrows():\n    b=initials[r.event][1];h=maps[r.event]['header']\n    date=re.search(r'^Date:\\s*(\\d{2,4}-\\d{2}-\\d{2})',b,re.M).group(1)\n    if len(date)==8:date='20'+date\n    time=re.search(r'^Time:\\s*([\\d:.]+)',b,re.M).group(1)\n    delta=abs((pd.Timestamp(date+'T'+time)-pd.Timestamp(h['DATE-OBS'])).total_seconds())\n    gcn_audit.loc[j,'event_time_difference_seconds']=delta\n    gcn_audit.loc[j,'time_matches_to_0_01s']=delta<=.01\n    gcn_audit.loc[j,'refined_reconstruction_stated']='offline' in b and 'refined to' in b\n    gcn_audit.loc[j,'special_note']=''\ngcn_audit.loc[gcn_audit.event=='IceCube-260217A','special_note']='GCN 43768: preliminary schema type errors, wrong record_number and p_astro scale; updated schema said unaffected'\ngcn_audit.loc[gcn_audit.event=='IceCube-260708A','special_note']='GCN 45120: alternative offline reconstruction; GCN 45171: cosmic-ray muon interpretation'\ngcn_audit.loc[gcn_audit.event=='IceCube-260825A','special_note']='GCN 45461 and 45462 repeat the additional-neutrino search; not localization revisions'\nupdated_results=df.drop(columns=['status_audit']).merge(gcn_audit,on='event',validate='one_to_one')\nupdated_results.to_csv('icecube-2026-localization-results-audited.csv',index=False,float_format='%.10g')\ngcn_audit.to_csv('icecube-2026-gcn-audit.csv',index=False)\nprint('Times match:',gcn_audit.time_matches_to_0_01s.sum(),'max delta',gcn_audit.event_time_difference_seconds.max())\nprint('Refined reconstruction:',gcn_audit.refined_reconstruction_stated.sum())\nprint('Record archive SHA',hashlib.sha256(Path('inputs/gcn-event-records-20261009-54fef5167e1e.zip').read_bytes()).hexdigest())\nprint('actual circular count',sum(len(x) for x in blocks.values()))",
      "status": "completed",
      "startedAt": 1791512010833,
      "cwdBefore": "$DATA/notebooks/cmuzipxm4000grxoq6u2ose79/01a11b81-c5e1-7663-a4ea-873f68e0e1c8/data",
      "executionCount": 26,
      "environment": "default-python",
      "rootFrameId": "root-frame-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "agentFrameId": "root-frame-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "messageBranchId": "message-branch-01a11b81-c5e1-7663-a4ea-873f68e0e1c8",
      "runtimeSegmentId": "runtime-segment-1791511681560-34",
      "promptMessageId": "message-c30a91a8-7f71-48a8-a6fb-bad2629d3d0a",
      "text": {
        "stdout": "Times match: 14 max delta 0.09899999999999998\nRefined reconstruction: 20\nRecord archive SHA 54fef5167e1e3835a56e65321672a3890a9e0d57e33e9e3b98cd6407f36e8ee1\nactual circular count 85\n",
        "stderr": "",
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          "exports": [
            "apply_figure_style",
            "set_frame",
            "panel_letter",
            "focal_palette",
            "bar_with_points",
            "strip_with_median",
            "goodness_arrow",
            "two_tier_label",
            "end_of_line_labels",
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          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
        }
      ],
      "helperEvidenceStatus": {
        "state": "complete"
      },
      "environmentManifest": {
        "schemaVersion": 1,
        "captureKind": "completed-run",
        "capturedAt": "2026-10-09T02:13:32.816Z",
        "installedInventory": {
          "capturedAt": "2026-10-09T01:56:54.356Z",
          "source": "cache-reused",
          "validation": "best-effort"
        },
        "kernelKind": "python",
        "environmentName": "default-python",
        "runtimeSource": "managed",
        "runtimeVersion": "3.12.14",
        "executionContext": {
          "schemaVersion": 1,
          "before": {
            "locale": "C/C.UTF-8/C/C/C/C",
            "timezone": "CST/CST",
            "threadLimits": {},
            "randomLibraries": [
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              "numpy"
            ],
            "pythonRandomState": {
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      "script": "print(gcn_audit.loc[~gcn_audit.time_matches_to_0_01s.astype(bool),['event','event_time_difference_seconds']].to_string(index=False))\nfor e in gcn_audit.loc[~gcn_audit.time_matches_to_0_01s.astype(bool),'event']:\n    print(e,maps[e]['header']['DATE-OBS'],re.search(r'^Time:.*',initials[e][1],re.M).group())\nprint('Additional-neutrino circular bodies identical:',next(b for c,b in blocks['IceCube-260825A'] if c=='45461').split('The IceCube Collaboration')[1].strip()==next(b for c,b in blocks['IceCube-260825A'] if c=='45462').split('The IceCube Collaboration')[1].strip())",
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        "stdout": "          event  event_time_difference_seconds\nIceCube-260315A                          0.040\nIceCube-260425A                          0.010\nIceCube-260504A                          0.058\nIceCube-260807A                          0.023\nIceCube-260916A                          0.039\nIceCube-260930A                          0.099\nIceCube-260315A 2026-03-15T02:19:06.640 Time: 02:19:06.60 UT\nIceCube-260425A 2026-04-25T00:07:03.550 Time: 00:07:03.54 UT\nIceCube-260504A 2026-05-04T21:11:20.958 Time: 21:11:20.90 UT\nIceCube-260807A 2026-08-07T06:04:41.723 Time: 06:04:41.70 UT\nIceCube-260916A 2026-09-16T17:33:51.939 Time: 17:33:51.90 UT\nIceCube-260930A 2026-09-30T00:44:43.399 Time: 00:44:43.30 UT\nAdditional-neutrino circular bodies identical: True\n",
        "stderr": "",
        "traceback": "",
        "plain": [
          "          event  event_time_difference_seconds\nIceCube-260315A                          0.040\nIceCube-260425A                          0.010\nIceCube-260504A                          0.058\nIceCube-260807A                          0.023\nIceCube-260916A                          0.039\nIceCube-260930A                          0.099\nIceCube-260315A 2026-03-15T02:19:06.640 Time: 02:19:06.60 UT\nIceCube-260425A 2026-04-25T00:07:03.550 Time: 00:07:03.54 UT\nIceCube-260504A 2026-05-04T21:11:20.958 Time: 21:11:20.90 UT\nIceCube-260807A 2026-08-07T06:04:41.723 Time: 06:04:41.70 UT\nIceCube-260916A 2026-09-16T17:33:51.939 Time: 17:33:51.90 UT\nIceCube-260930A 2026-09-30T00:44:43.399 Time: 00:44:43.30 UT\nAdditional-neutrino circular bodies identical: True\n"
        ]
      },
      "outputs": [
        {
          "type": "stream",
          "name": "stdout",
          "text": "          event  event_time_difference_seconds\nIceCube-260315A                          0.040\nIceCube-260425A                          0.010\nIceCube-260504A                          0.058\nIceCube-260807A                          0.023\nIceCube-260916A                          0.039\nIceCube-260930A                          0.099\nIceCube-260315A 2026-03-15T02:19:06.640 Time: 02:19:06.60 UT\nIceCube-260425A 2026-04-25T00:07:03.550 Time: 00:07:03.54 UT\nIceCube-260504A 2026-05-04T21:11:20.958 Time: 21:11:20.90 UT\nIceCube-260807A 2026-08-07T06:04:41.723 Time: 06:04:41.70 UT\nIceCube-260916A 2026-09-16T17:33:51.939 Time: 17:33:51.90 UT\nIceCube-260930A 2026-09-30T00:44:43.399 Time: 00:44:43.30 UT\nAdditional-neutrino circular bodies identical: True\n"
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          "exports": [
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            "set_frame",
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            "strip_with_median",
            "goodness_arrow",
            "two_tier_label",
            "end_of_line_labels",
            "panel_crops"
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          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
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      "helperEvidenceStatus": {
        "state": "complete"
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        "captureKind": "completed-run",
        "capturedAt": "2026-10-09T02:13:49.129Z",
        "installedInventory": {
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          "source": "cache-reused",
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        "stdout": "\"# How much sky does one IceCube track alert occupy?\\n\\nFor these 20 supplied 2026 maps, the recalculated 50% regions span approximately **0.27\\u201337.5 full-Moon areas**, with a median of **1.24**. The 90% regions span **1.09\\u2013121.3 full-Moon areas**, with a median of **4.20**. These are separate probability levels. They describe uncertainty in the incoming direction, not the probability that any particular astronomical object produced the event.\\n\\nThe sample comprises the supplied maps dated 2026-01-15 through 2026-09-30. It is not a verified complete or latest catalog as of 2026-10-09.\\n\\n![Areas of the 20 supplied alerts](icecube-2026-areas.png)\\n\\n## Conversion and definitions\\n\\nA Moon with angular diameter 0.5 degrees has apparent area \\u03c0(0.25\\u00b0)\\u00b2 = **0.19634954 square degrees**. Thus N_Moon = 5.09295818 \\u00d7 A_deg\\u00b2. The exact spherical-cap Moon area differs by only approximately 0.00016%, far below the map discretization effects. A hypothetical 1-degree-radius circle occupies about 16 Moons; a 1-degree-diameter circle occupies about 4.\\n\\nThe supplied copy of [GCN's IceCube documentation](https://gcn.nasa.gov/missions/icecube) describes several distinct quantities:\\n\\n| Quantity | Meaning and treatment |\\n|---|---|\\n| Map PROBDENSITY | Directional probability density per steradian. Multiply by each pixel's solid angle to obtain probability mass. |\\n| 50% and 90% map regions | Every supplied FITS header explicitly calls these highest-posterior-density credible regions. The documentation also describes confidence contours and simulation-calibrated coverage. This report uses the files' HPD probability definition; it does not independently recalibrate frequentist coverage. |\\n| RA/Dec asymmetric errors | Error-rectangle boundaries at the stated level; not independent Gaussian standard deviations. |\\n| Revised notice ra_dec_error | Approximate circularized 90% radius from mean RA/Dec errors, corrected for cos(declination). It need not enclose 90% of the map probability. |\\n| Preliminary vs revised uncertainty | The documentation says revision 0 excludes systematics and normally has no map URL; revision 1 includes systematics and links a map. The archive lacks event notices, so exact record numbers cannot be verified. |\\n| p_astro / signalness | An astrophysical-origin metric defined using simulated signal/background populations and an assumed spectrum. It is separate from directional containment and is not a probability assigned to a specific counterpart. |\\n\\nAt a given probability level, the highest-density region is the smallest-area region under the piecewise-constant map model. A 90% region includes more of the directional probability than a 50% region. There is no universal area ratio: the recalculated A90/A50 ranges from **3.23 to 4.11** in this sample. The circular Gaussian value, ln(10)/ln(2) \\u2248 3.32, is a model assumption, not a rule for real maps.\\n\\n## Calculation and integrity audit\\n\\nThe ZIP SHA-256 is `6bff0e4fecdbed2e146249abc2cf9ecfae0aa3c123a9c9b0d8089acb3e40a7d0`. All 20 compressed-map byte counts and SHA-256 checksums match the supplied manifest; all 20 decompressed checksums also match. This verifies consistency with the supplied manifest, not independent authentication against the live server. The manifest supplies direct URLs under [the official alert directory](https://roc-2.icecube.wisc.edu/public/alerts/); those URLs and checksums are retained in the CSV.\\n\\nFor each NUNIQ pixel, decode its HEALPix order k and use \\u03a9 = 4\\u03c0/(12 \\u00d7 4^k) steradians. This uses each pixel's actual resolution rather than treating every row as having the header NSIDE. Check that densities are nonnegative where finite and that pixels have no duplicate or overlapping sky coverage. All maps pass those checks.\\n\\nAs directed by the headers, ignore non-finite density pixels. Let S = \\u03a3\\u03c1\\u1d62\\u03a9\\u1d62 over the remaining pixels, and normalize the retained density by S. Sort by descending **density**, not descending pixel probability mass. Sum \\u03c1\\u1d62\\u03a9\\u1d62/S to the desired probability and sum the selected solid angles. Interpolate linearly within the crossing pixel to quote an exact target-probability area. This fractional-pixel convention yields a scalar area but does not determine where inside that pixel the partial region lies. The CSV also records the areas excluding and including the crossing pixel. The shape figure displays whole crossing pixels.\\n\\nThe original finite-pixel probability sums range from **0.978338 to 1.001875**, rather than all being exactly unity. Using unnormalized cumulative mass thresholds changes some 90% areas by as much as **9.95%** relative to normalized integration. Both versions are retained in the CSV. Normalizing defines a probability distribution on the supplied valid support; it cannot recover missing probability or repair an underlying failed reconstruction.\\n\\nFour files contain non-finite pixels: **260610A (2), 260807A (20), 260827A (21), and 260919A (29)**. The files instruct readers to ignore such values, attributing them to minimizer convergence failures. Six maps' native pixel sets cover slightly less than the full sphere: 260610A, 260722A, 260805A, 260807A, 260821A, and 260919A. The minimum represented fraction is 0.999893. Unrepresented or non-finite locations are not scientifically established zero-probability directions; the normalization and reported regions are conditional on the supplied valid values.\\n\\nRelative to CONTOUR_AREA_50 and CONTOUR_AREA_90, normalized interpolated areas differ by:\\n\\n| Level | Minimum signed difference | Median signed difference | Maximum signed difference |\\n|---|---:|---:|---:|\\n| 50% | \\u22124.08% | +2.22% | +5.89% |\\n| 90% | \\u22122.63% | +1.67% | +4.03% |\\n\\nThe values are close, but not identical. Only 10 of 20 header 50% areas and 7 of 20 header 90% areas fall within the corresponding crossing-pixel bracket expanded by 0.005 square degrees for two-decimal rounding. Therefore, simple rounding plus this particular boundary-pixel convention does not explain every discrepancy. Differences in normalization, contour construction, and map sampling are possible contributors; the exact upstream convention cannot be established from these inputs. Neither header areas nor recalculated areas have been silently substituted for the other.\\n\\nPixel size limits precision. For 260807A, the crossing pixel covers 0.8393 square degrees (4.27 Moons). Its 50% area bracket is 6.9537\\u20137.7930 square degrees, and its 90% bracket is 23.7658\\u201324.6051. For 260919A, the corresponding brackets are 0.04918\\u20130.05246 and 0.20982\\u20130.22294 square degrees. These are discretization brackets, not additional statistical confidence intervals.\\n\\n## Event results\\n\\n\\u201cMap\\u201d values below use normalized probability and fractional crossing pixels. Header values are copied without modification. \\u201cCircle mass\\u201d is the actual normalized map probability inside the circularized nominal 90% radius, integrated with subpixel refinement; it is not the target 90% assigned by construction.\\n\\n| IceCube event | Map 50%, deg\\u00b2 | Map 50%, Moons |\"\n",
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          "\"# How much sky does one IceCube track alert occupy?\\n\\nFor these 20 supplied 2026 maps, the recalculated 50% regions span approximately **0.27\\u201337.5 full-Moon areas**, with a median of **1.24**. The 90% regions span **1.09\\u2013121.3 full-Moon areas**, with a median of **4.20**. These are separate probability levels. They describe uncertainty in the incoming direction, not the probability that any particular astronomical object produced the event.\\n\\nThe sample comprises the supplied maps dated 2026-01-15 through 2026-09-30. It is not a verified complete or latest catalog as of 2026-10-09.\\n\\n![Areas of the 20 supplied alerts](icecube-2026-areas.png)\\n\\n## Conversion and definitions\\n\\nA Moon with angular diameter 0.5 degrees has apparent area \\u03c0(0.25\\u00b0)\\u00b2 = **0.19634954 square degrees**. Thus N_Moon = 5.09295818 \\u00d7 A_deg\\u00b2. The exact spherical-cap Moon area differs by only approximately 0.00016%, far below the map discretization effects. A hypothetical 1-degree-radius circle occupies about 16 Moons; a 1-degree-diameter circle occupies about 4.\\n\\nThe supplied copy of [GCN's IceCube documentation](https://gcn.nasa.gov/missions/icecube) describes several distinct quantities:\\n\\n| Quantity | Meaning and treatment |\\n|---|---|\\n| Map PROBDENSITY | Directional probability density per steradian. Multiply by each pixel's solid angle to obtain probability mass. |\\n| 50% and 90% map regions | Every supplied FITS header explicitly calls these highest-posterior-density credible regions. The documentation also describes confidence contours and simulation-calibrated coverage. This report uses the files' HPD probability definition; it does not independently recalibrate frequentist coverage. |\\n| RA/Dec asymmetric errors | Error-rectangle boundaries at the stated level; not independent Gaussian standard deviations. |\\n| Revised notice ra_dec_error | Approximate circularized 90% radius from mean RA/Dec errors, corrected for cos(declination). It need not enclose 90% of the map probability. |\\n| Preliminary vs revised uncertainty | The documentation says revision 0 excludes systematics and normally has no map URL; revision 1 includes systematics and links a map. The archive lacks event notices, so exact record numbers cannot be verified. |\\n| p_astro / signalness | An astrophysical-origin metric defined using simulated signal/background populations and an assumed spectrum. It is separate from directional containment and is not a probability assigned to a specific counterpart. |\\n\\nAt a given probability level, the highest-density region is the smallest-area region under the piecewise-constant map model. A 90% region includes more of the directional probability than a 50% region. There is no universal area ratio: the recalculated A90/A50 ranges from **3.23 to 4.11** in this sample. The circular Gaussian value, ln(10)/ln(2) \\u2248 3.32, is a model assumption, not a rule for real maps.\\n\\n## Calculation and integrity audit\\n\\nThe ZIP SHA-256 is `6bff0e4fecdbed2e146249abc2cf9ecfae0aa3c123a9c9b0d8089acb3e40a7d0`. All 20 compressed-map byte counts and SHA-256 checksums match the supplied manifest; all 20 decompressed checksums also match. This verifies consistency with the supplied manifest, not independent authentication against the live server. The manifest supplies direct URLs under [the official alert directory](https://roc-2.icecube.wisc.edu/public/alerts/); those URLs and checksums are retained in the CSV.\\n\\nFor each NUNIQ pixel, decode its HEALPix order k and use \\u03a9 = 4\\u03c0/(12 \\u00d7 4^k) steradians. This uses each pixel's actual resolution rather than treating every row as having the header NSIDE. Check that densities are nonnegative where finite and that pixels have no duplicate or overlapping sky coverage. All maps pass those checks.\\n\\nAs directed by the headers, ignore non-finite density pixels. Let S = \\u03a3\\u03c1\\u1d62\\u03a9\\u1d62 over the remaining pixels, and normalize the retained density by S. Sort by descending **density**, not descending pixel probability mass. Sum \\u03c1\\u1d62\\u03a9\\u1d62/S to the desired probability and sum the selected solid angles. Interpolate linearly within the crossing pixel to quote an exact target-probability area. This fractional-pixel convention yields a scalar area but does not determine where inside that pixel the partial region lies. The CSV also records the areas excluding and including the crossing pixel. The shape figure displays whole crossing pixels.\\n\\nThe original finite-pixel probability sums range from **0.978338 to 1.001875**, rather than all being exactly unity. Using unnormalized cumulative mass thresholds changes some 90% areas by as much as **9.95%** relative to normalized integration. Both versions are retained in the CSV. Normalizing defines a probability distribution on the supplied valid support; it cannot recover missing probability or repair an underlying failed reconstruction.\\n\\nFour files contain non-finite pixels: **260610A (2), 260807A (20), 260827A (21), and 260919A (29)**. The files instruct readers to ignore such values, attributing them to minimizer convergence failures. Six maps' native pixel sets cover slightly less than the full sphere: 260610A, 260722A, 260805A, 260807A, 260821A, and 260919A. The minimum represented fraction is 0.999893. Unrepresented or non-finite locations are not scientifically established zero-probability directions; the normalization and reported regions are conditional on the supplied valid values.\\n\\nRelative to CONTOUR_AREA_50 and CONTOUR_AREA_90, normalized interpolated areas differ by:\\n\\n| Level | Minimum signed difference | Median signed difference | Maximum signed difference |\\n|---|---:|---:|---:|\\n| 50% | \\u22124.08% | +2.22% | +5.89% |\\n| 90% | \\u22122.63% | +1.67% | +4.03% |\\n\\nThe values are close, but not identical. Only 10 of 20 header 50% areas and 7 of 20 header 90% areas fall within the corresponding crossing-pixel bracket expanded by 0.005 square degrees for two-decimal rounding. Therefore, simple rounding plus this particular boundary-pixel convention does not explain every discrepancy. Differences in normalization, contour construction, and map sampling are possible contributors; the exact upstream convention cannot be established from these inputs. Neither header areas nor recalculated areas have been silently substituted for the other.\\n\\nPixel size limits precision. For 260807A, the crossing pixel covers 0.8393 square degrees (4.27 Moons). Its 50% area bracket is 6.9537\\u20137.7930 square degrees, and its 90% bracket is 23.7658\\u201324.6051. For 260919A, the corresponding brackets are 0.04918\\u20130.05246 and 0.20982\\u20130.22294 square degrees. These are discretization brackets, not additional statistical confidence intervals.\\n\\n## Event results\\n\\n\\u201cMap\\u201d values below use normalized probability and fractional crossing pixels. Header values are copied without modification. \\u201cCircle mass\\u201d is the actual normalized map probability inside the circularized nominal 90% radius, integrated with subpixel refinement; it is not the target 90% assigned by construction.\\n\\n| IceCube event | Map 50%, deg\\u00b2 | Map 50%, Moons |\"\n"
        ]
      },
      "outputs": [
        {
          "type": "stream",
          "name": "stdout",
          "text": "\"# How much sky does one IceCube track alert occupy?\\n\\nFor these 20 supplied 2026 maps, the recalculated 50% regions span approximately **0.27\\u201337.5 full-Moon areas**, with a median of **1.24**. The 90% regions span **1.09\\u2013121.3 full-Moon areas**, with a median of **4.20**. These are separate probability levels. They describe uncertainty in the incoming direction, not the probability that any particular astronomical object produced the event.\\n\\nThe sample comprises the supplied maps dated 2026-01-15 through 2026-09-30. It is not a verified complete or latest catalog as of 2026-10-09.\\n\\n![Areas of the 20 supplied alerts](icecube-2026-areas.png)\\n\\n## Conversion and definitions\\n\\nA Moon with angular diameter 0.5 degrees has apparent area \\u03c0(0.25\\u00b0)\\u00b2 = **0.19634954 square degrees**. Thus N_Moon = 5.09295818 \\u00d7 A_deg\\u00b2. The exact spherical-cap Moon area differs by only approximately 0.00016%, far below the map discretization effects. A hypothetical 1-degree-radius circle occupies about 16 Moons; a 1-degree-diameter circle occupies about 4.\\n\\nThe supplied copy of [GCN's IceCube documentation](https://gcn.nasa.gov/missions/icecube) describes several distinct quantities:\\n\\n| Quantity | Meaning and treatment |\\n|---|---|\\n| Map PROBDENSITY | Directional probability density per steradian. Multiply by each pixel's solid angle to obtain probability mass. |\\n| 50% and 90% map regions | Every supplied FITS header explicitly calls these highest-posterior-density credible regions. The documentation also describes confidence contours and simulation-calibrated coverage. This report uses the files' HPD probability definition; it does not independently recalibrate frequentist coverage. |\\n| RA/Dec asymmetric errors | Error-rectangle boundaries at the stated level; not independent Gaussian standard deviations. |\\n| Revised notice ra_dec_error | Approximate circularized 90% radius from mean RA/Dec errors, corrected for cos(declination). It need not enclose 90% of the map probability. |\\n| Preliminary vs revised uncertainty | The documentation says revision 0 excludes systematics and normally has no map URL; revision 1 includes systematics and links a map. The archive lacks event notices, so exact record numbers cannot be verified. |\\n| p_astro / signalness | An astrophysical-origin metric defined using simulated signal/background populations and an assumed spectrum. It is separate from directional containment and is not a probability assigned to a specific counterpart. |\\n\\nAt a given probability level, the highest-density region is the smallest-area region under the piecewise-constant map model. A 90% region includes more of the directional probability than a 50% region. There is no universal area ratio: the recalculated A90/A50 ranges from **3.23 to 4.11** in this sample. The circular Gaussian value, ln(10)/ln(2) \\u2248 3.32, is a model assumption, not a rule for real maps.\\n\\n## Calculation and integrity audit\\n\\nThe ZIP SHA-256 is `6bff0e4fecdbed2e146249abc2cf9ecfae0aa3c123a9c9b0d8089acb3e40a7d0`. All 20 compressed-map byte counts and SHA-256 checksums match the supplied manifest; all 20 decompressed checksums also match. This verifies consistency with the supplied manifest, not independent authentication against the live server. The manifest supplies direct URLs under [the official alert directory](https://roc-2.icecube.wisc.edu/public/alerts/); those URLs and checksums are retained in the CSV.\\n\\nFor each NUNIQ pixel, decode its HEALPix order k and use \\u03a9 = 4\\u03c0/(12 \\u00d7 4^k) steradians. This uses each pixel's actual resolution rather than treating every row as having the header NSIDE. Check that densities are nonnegative where finite and that pixels have no duplicate or overlapping sky coverage. All maps pass those checks.\\n\\nAs directed by the headers, ignore non-finite density pixels. Let S = \\u03a3\\u03c1\\u1d62\\u03a9\\u1d62 over the remaining pixels, and normalize the retained density by S. Sort by descending **density**, not descending pixel probability mass. Sum \\u03c1\\u1d62\\u03a9\\u1d62/S to the desired probability and sum the selected solid angles. Interpolate linearly within the crossing pixel to quote an exact target-probability area. This fractional-pixel convention yields a scalar area but does not determine where inside that pixel the partial region lies. The CSV also records the areas excluding and including the crossing pixel. The shape figure displays whole crossing pixels.\\n\\nThe original finite-pixel probability sums range from **0.978338 to 1.001875**, rather than all being exactly unity. Using unnormalized cumulative mass thresholds changes some 90% areas by as much as **9.95%** relative to normalized integration. Both versions are retained in the CSV. Normalizing defines a probability distribution on the supplied valid support; it cannot recover missing probability or repair an underlying failed reconstruction.\\n\\nFour files contain non-finite pixels: **260610A (2), 260807A (20), 260827A (21), and 260919A (29)**. The files instruct readers to ignore such values, attributing them to minimizer convergence failures. Six maps' native pixel sets cover slightly less than the full sphere: 260610A, 260722A, 260805A, 260807A, 260821A, and 260919A. The minimum represented fraction is 0.999893. Unrepresented or non-finite locations are not scientifically established zero-probability directions; the normalization and reported regions are conditional on the supplied valid values.\\n\\nRelative to CONTOUR_AREA_50 and CONTOUR_AREA_90, normalized interpolated areas differ by:\\n\\n| Level | Minimum signed difference | Median signed difference | Maximum signed difference |\\n|---|---:|---:|---:|\\n| 50% | \\u22124.08% | +2.22% | +5.89% |\\n| 90% | \\u22122.63% | +1.67% | +4.03% |\\n\\nThe values are close, but not identical. Only 10 of 20 header 50% areas and 7 of 20 header 90% areas fall within the corresponding crossing-pixel bracket expanded by 0.005 square degrees for two-decimal rounding. Therefore, simple rounding plus this particular boundary-pixel convention does not explain every discrepancy. Differences in normalization, contour construction, and map sampling are possible contributors; the exact upstream convention cannot be established from these inputs. Neither header areas nor recalculated areas have been silently substituted for the other.\\n\\nPixel size limits precision. For 260807A, the crossing pixel covers 0.8393 square degrees (4.27 Moons). Its 50% area bracket is 6.9537\\u20137.7930 square degrees, and its 90% bracket is 23.7658\\u201324.6051. For 260919A, the corresponding brackets are 0.04918\\u20130.05246 and 0.20982\\u20130.22294 square degrees. These are discretization brackets, not additional statistical confidence intervals.\\n\\n## Event results\\n\\n\\u201cMap\\u201d values below use normalized probability and fractional crossing pixels. Header values are copied without modification. \\u201cCircle mass\\u201d is the actual normalized map probability inside the circularized nominal 90% radius, integrated with subpixel refinement; it is not the target 90% assigned by construction.\\n\\n| IceCube event | Map 50%, deg\\u00b2 | Map 50%, Moons |\"\n"
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            "set_frame",
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          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
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        "captureKind": "completed-run",
        "capturedAt": "2026-10-09T02:14:06.857Z",
        "installedInventory": {
          "capturedAt": "2026-10-09T01:56:54.356Z",
          "source": "cache-reused",
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        "stdout": "\" Header 50%, deg\\u00b2 | Map 90%, deg\\u00b2 | Map 90%, Moons | Header 90%, deg\\u00b2 | Circle mass |\\n|---|---:|---:|---:|---:|---:|---:|---:|\\n| 260115A | 1.9547 | 9.96 | 1.92 | 6.5120 | 33.17 | 6.48 | 81.9% |\\n| 260125A | 0.3116 | 1.59 | 0.31 | 1.0466 | 5.33 | 1.03 | 89.1% |\\n| 260217A | 0.2180 | 1.11 | 0.21 | 0.7382 | 3.76 | 0.72 | 88.6% |\\n| 260315A | 0.2360 | 1.20 | 0.23 | 0.7961 | 4.05 | 0.77 | 88.7% |\\n| 260425A | 0.3150 | 1.60 | 0.31 | 1.0580 | 5.39 | 1.05 | 89.0% |\\n| 260504A | 0.2115 | 1.08 | 0.21 | 0.7120 | 3.63 | 0.70 | 88.6% |\\n| 260610A | 1.3254 | 6.75 | 1.30 | 4.5901 | 23.38 | 4.61 | 87.4% |\\n| 260622A | 0.2791 | 1.42 | 0.27 | 0.9439 | 4.81 | 0.92 | 88.9% |\\n| 260704A | 0.2010 | 1.02 | 0.19 | 0.6763 | 3.44 | 0.67 | 89.1% |\\n| 260708A | 0.2015 | 1.03 | 0.20 | 0.6970 | 3.55 | 0.67 | 88.1% |\\n| 260712A | 0.1947 | 0.99 | 0.19 | 0.6631 | 3.38 | 0.64 | 88.8% |\\n| 260722A | 0.5836 | 2.97 | 0.58 | 2.0293 | 10.34 | 2.05 | 87.1% |\\n| 260805A | 0.3933 | 2.00 | 0.41 | 1.3499 | 6.87 | 1.36 | 87.3% |\\n| 260807A | 7.3666 | 37.52 | 7.24 | 23.8162 | 121.30 | 24.46 | 64.1% |\\n| 260821A | 0.2012 | 1.02 | 0.19 | 0.6824 | 3.48 | 0.67 | 88.9% |\\n| 260825A | 0.2524 | 1.29 | 0.25 | 0.8520 | 4.34 | 0.84 | 89.1% |\\n| 260827A | 0.1896 | 0.97 | 0.18 | 0.6829 | 3.48 | 0.68 | 88.2% |\\n| 260916A | 0.2189 | 1.11 | 0.21 | 0.7426 | 3.78 | 0.73 | 89.1% |\\n| 260919A | 0.0521 | 0.27 | 0.05 | 0.2140 | 1.09 | 0.21 | 89.6% |\\n| 260930A | 0.2573 | 1.31 | 0.25 | 0.8689 | 4.43 | 0.85 | 88.9% |\\n\\nAll figures in this table are numerical summaries of the supplied maps; the displayed digits do not imply finer physical localization than their pixels or calibrated reconstruction allow. Sample medians include all 20 supplied maps under the documented non-finite-pixel handling, because none is verified as retracted in the supplied evidence. That is not an assertion that none has been retracted.\\n\\n## What circularization misses\\n\\nThe GCN documentation gives the revised 90% radius as\\n\\nr90 = sqrt(mean(|\\u0394RA90|) \\u00d7 cos(dec) \\u00d7 mean(|\\u0394Dec90|)),\\n\\nwhere each mean averages the plus and minus errors. Calculate the circle's spherical area as 2\\u03c0[1\\u2212cos(r90)] steradians. Its small-angle form is \\u03c0r90\\u00b2 square degrees, or about 16r90\\u00b2 Moons for radius in degrees. The 50% circles in the area plot use the same formula applied to the 50% bounds as an explicitly derived comparison, not an independently documented 50% notice field.\\n\\n![Map shapes and circular approximations](icecube-2026-shapes.png)\\n\\nFor **260115A**, the circle has radius **1.4394\\u00b0** and area **33.15 Moons**, almost identical to the 90% map area's **33.17 Moons**. Yet it encloses only **81.9%** of the normalized map probability. The circle spends area above and below the elongated region and misses probability at its sides.\\n\\nFor **260807A**, the circle has radius **2.8818\\u00b0** and area **132.85 Moons**, **9.53% larger** than the actual 90% map area of **121.30 Moons**. It nevertheless contains only **64.1%** of the normalized map probability. The long, asymmetric extension extends far outside the circle. Coarse pixels and invalid or absent map samples also produce visible irregularities; those should not automatically be interpreted as separate astrophysical sources.\\n\\nThe two headline circle probabilities were checked using recursive HEALPix subdivision to orders 12 and 15. Both changed by less than 0.00006 in probability (0.006 percentage point). This validates numerical integration of the supplied piecewise-constant maps, not the underlying reconstruction. The CSV retains a simpler native-pixel-center estimate as a diagnostic, but the quoted circle probabilities use the refined integral. In particular, the native-center estimate of 62.4% for 260807A is too crude; the refined result is 64.1%.\\n\\nThe maps are plotted in local sky-offset coordinates, with equal horizontal and vertical angular scales within each panel. Panel scales differ; each includes a 0.5-degree Moon disk. The blue region is nested within the orange 90% region. Whole threshold pixels are shown, whereas numerical areas interpolate within the last pixel.\\n\\n## Revisions, retractions, and missing maps\\n\\nThe archive contains exactly 20 distinct events and one map per event, plus one GCN HTML document and the manifest. No map listed in the manifest is missing or unreadable. There are no event-specific GCN notices, circulars, revision histories, retraction records, or a dated complete directory listing.\\n\\nThe FITS headers do not provide revision or retraction status. Map availability is consistent with the documented revised-map workflow, but does not prove which notice revision is represented or that a map remains current. No alert has been labeled \\u201cnot retracted.\\u201d Later updates, retractions, or additional 2026 maps cannot be verified from this archive. Live access was denied earlier and was not retried.\\n\\nA missing map for a preliminary notice can be expected: GCN documents healpix_url = null for revision 0. A map missing from this ZIP, however, cannot be distinguished from an uncollected event without a complete external inventory.\\n\\nThere are two additional metadata observations: 260115A lacks ALERT-STREAM, and 260217A repeats ALERT-STREAM 77 times with Bronze values. Neither changes the density calculation; neither is evidence of a revision or retraction.\\n\\nThe HTML document's SHA-256 is `db82beea310f608d4e55eaf018c37c452c1b4e104fc75358b567ff5186c8fbdb`. Its contents were read locally as the supplied copy of the linked GCN documentation, not independently refreshed online.\\n\\n## Detecting a particle versus identifying a source\\n\\nIceCube observes Cherenkov light from charged particles produced after a neutrino interacts in or near the detector. A track event allows the incoming direction to be reconstructed, but finite light measurements, propagation through the ice, detector and reconstruction uncertainties, and interaction kinematics limit its precision. The maps quantify that directional uncertainty under the reconstruction model.\\n\\nAn astronomical source is an additional inference. Several objects may lie in a localization region; the true source may be uncataloged or electromagnetically faint; and the event may have an atmospheric origin. A credible spatial and temporal counterpart, repeated neutrinos, and an assessment of chance coincidence can strengthen an association. A 90% directional region is not a 90% probability that a named galaxy or blazar is the source.\\n\\n## Reproduction\\n\\nThe accompanying CSV retains normalized areas, unnormalized-threshold sensitivity, crossing-pixel brackets, untouched header areas, circular radii and areas, circle probability integrals, density normalizations, invalid-pixel counts, source URLs, and map checksums.\\n\\nThe accompanying Python script runs entirely offline with NumPy, pandas, Astropy, and astropy-healpix. Astropy 8.0.1 and astropy-healpix 2.0.1 were used here. Its calculations were executed against the supplied archive and reproduced all 20 normalized 50% and 90% areas and both circle integrals to numerical tolerance. It reproduces numerical results rather than the figure layout.\\n\\n```sh\\npython icecube-localization-analysis.py icecube-2026-localization-maps.zip --output reproduced-results.csv\\n```\\n\"\n",
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          "\" Header 50%, deg\\u00b2 | Map 90%, deg\\u00b2 | Map 90%, Moons | Header 90%, deg\\u00b2 | Circle mass |\\n|---|---:|---:|---:|---:|---:|---:|---:|\\n| 260115A | 1.9547 | 9.96 | 1.92 | 6.5120 | 33.17 | 6.48 | 81.9% |\\n| 260125A | 0.3116 | 1.59 | 0.31 | 1.0466 | 5.33 | 1.03 | 89.1% |\\n| 260217A | 0.2180 | 1.11 | 0.21 | 0.7382 | 3.76 | 0.72 | 88.6% |\\n| 260315A | 0.2360 | 1.20 | 0.23 | 0.7961 | 4.05 | 0.77 | 88.7% |\\n| 260425A | 0.3150 | 1.60 | 0.31 | 1.0580 | 5.39 | 1.05 | 89.0% |\\n| 260504A | 0.2115 | 1.08 | 0.21 | 0.7120 | 3.63 | 0.70 | 88.6% |\\n| 260610A | 1.3254 | 6.75 | 1.30 | 4.5901 | 23.38 | 4.61 | 87.4% |\\n| 260622A | 0.2791 | 1.42 | 0.27 | 0.9439 | 4.81 | 0.92 | 88.9% |\\n| 260704A | 0.2010 | 1.02 | 0.19 | 0.6763 | 3.44 | 0.67 | 89.1% |\\n| 260708A | 0.2015 | 1.03 | 0.20 | 0.6970 | 3.55 | 0.67 | 88.1% |\\n| 260712A | 0.1947 | 0.99 | 0.19 | 0.6631 | 3.38 | 0.64 | 88.8% |\\n| 260722A | 0.5836 | 2.97 | 0.58 | 2.0293 | 10.34 | 2.05 | 87.1% |\\n| 260805A | 0.3933 | 2.00 | 0.41 | 1.3499 | 6.87 | 1.36 | 87.3% |\\n| 260807A | 7.3666 | 37.52 | 7.24 | 23.8162 | 121.30 | 24.46 | 64.1% |\\n| 260821A | 0.2012 | 1.02 | 0.19 | 0.6824 | 3.48 | 0.67 | 88.9% |\\n| 260825A | 0.2524 | 1.29 | 0.25 | 0.8520 | 4.34 | 0.84 | 89.1% |\\n| 260827A | 0.1896 | 0.97 | 0.18 | 0.6829 | 3.48 | 0.68 | 88.2% |\\n| 260916A | 0.2189 | 1.11 | 0.21 | 0.7426 | 3.78 | 0.73 | 89.1% |\\n| 260919A | 0.0521 | 0.27 | 0.05 | 0.2140 | 1.09 | 0.21 | 89.6% |\\n| 260930A | 0.2573 | 1.31 | 0.25 | 0.8689 | 4.43 | 0.85 | 88.9% |\\n\\nAll figures in this table are numerical summaries of the supplied maps; the displayed digits do not imply finer physical localization than their pixels or calibrated reconstruction allow. Sample medians include all 20 supplied maps under the documented non-finite-pixel handling, because none is verified as retracted in the supplied evidence. That is not an assertion that none has been retracted.\\n\\n## What circularization misses\\n\\nThe GCN documentation gives the revised 90% radius as\\n\\nr90 = sqrt(mean(|\\u0394RA90|) \\u00d7 cos(dec) \\u00d7 mean(|\\u0394Dec90|)),\\n\\nwhere each mean averages the plus and minus errors. Calculate the circle's spherical area as 2\\u03c0[1\\u2212cos(r90)] steradians. Its small-angle form is \\u03c0r90\\u00b2 square degrees, or about 16r90\\u00b2 Moons for radius in degrees. The 50% circles in the area plot use the same formula applied to the 50% bounds as an explicitly derived comparison, not an independently documented 50% notice field.\\n\\n![Map shapes and circular approximations](icecube-2026-shapes.png)\\n\\nFor **260115A**, the circle has radius **1.4394\\u00b0** and area **33.15 Moons**, almost identical to the 90% map area's **33.17 Moons**. Yet it encloses only **81.9%** of the normalized map probability. The circle spends area above and below the elongated region and misses probability at its sides.\\n\\nFor **260807A**, the circle has radius **2.8818\\u00b0** and area **132.85 Moons**, **9.53% larger** than the actual 90% map area of **121.30 Moons**. It nevertheless contains only **64.1%** of the normalized map probability. The long, asymmetric extension extends far outside the circle. Coarse pixels and invalid or absent map samples also produce visible irregularities; those should not automatically be interpreted as separate astrophysical sources.\\n\\nThe two headline circle probabilities were checked using recursive HEALPix subdivision to orders 12 and 15. Both changed by less than 0.00006 in probability (0.006 percentage point). This validates numerical integration of the supplied piecewise-constant maps, not the underlying reconstruction. The CSV retains a simpler native-pixel-center estimate as a diagnostic, but the quoted circle probabilities use the refined integral. In particular, the native-center estimate of 62.4% for 260807A is too crude; the refined result is 64.1%.\\n\\nThe maps are plotted in local sky-offset coordinates, with equal horizontal and vertical angular scales within each panel. Panel scales differ; each includes a 0.5-degree Moon disk. The blue region is nested within the orange 90% region. Whole threshold pixels are shown, whereas numerical areas interpolate within the last pixel.\\n\\n## Revisions, retractions, and missing maps\\n\\nThe archive contains exactly 20 distinct events and one map per event, plus one GCN HTML document and the manifest. No map listed in the manifest is missing or unreadable. There are no event-specific GCN notices, circulars, revision histories, retraction records, or a dated complete directory listing.\\n\\nThe FITS headers do not provide revision or retraction status. Map availability is consistent with the documented revised-map workflow, but does not prove which notice revision is represented or that a map remains current. No alert has been labeled \\u201cnot retracted.\\u201d Later updates, retractions, or additional 2026 maps cannot be verified from this archive. Live access was denied earlier and was not retried.\\n\\nA missing map for a preliminary notice can be expected: GCN documents healpix_url = null for revision 0. A map missing from this ZIP, however, cannot be distinguished from an uncollected event without a complete external inventory.\\n\\nThere are two additional metadata observations: 260115A lacks ALERT-STREAM, and 260217A repeats ALERT-STREAM 77 times with Bronze values. Neither changes the density calculation; neither is evidence of a revision or retraction.\\n\\nThe HTML document's SHA-256 is `db82beea310f608d4e55eaf018c37c452c1b4e104fc75358b567ff5186c8fbdb`. Its contents were read locally as the supplied copy of the linked GCN documentation, not independently refreshed online.\\n\\n## Detecting a particle versus identifying a source\\n\\nIceCube observes Cherenkov light from charged particles produced after a neutrino interacts in or near the detector. A track event allows the incoming direction to be reconstructed, but finite light measurements, propagation through the ice, detector and reconstruction uncertainties, and interaction kinematics limit its precision. The maps quantify that directional uncertainty under the reconstruction model.\\n\\nAn astronomical source is an additional inference. Several objects may lie in a localization region; the true source may be uncataloged or electromagnetically faint; and the event may have an atmospheric origin. A credible spatial and temporal counterpart, repeated neutrinos, and an assessment of chance coincidence can strengthen an association. A 90% directional region is not a 90% probability that a named galaxy or blazar is the source.\\n\\n## Reproduction\\n\\nThe accompanying CSV retains normalized areas, unnormalized-threshold sensitivity, crossing-pixel brackets, untouched header areas, circular radii and areas, circle probability integrals, density normalizations, invalid-pixel counts, source URLs, and map checksums.\\n\\nThe accompanying Python script runs entirely offline with NumPy, pandas, Astropy, and astropy-healpix. Astropy 8.0.1 and astropy-healpix 2.0.1 were used here. Its calculations were executed against the supplied archive and reproduced all 20 normalized 50% and 90% areas and both circle integrals to numerical tolerance. It reproduces numerical results rather than the figure layout.\\n\\n```sh\\npython icecube-localization-analysis.py icecube-2026-localization-maps.zip --output reproduced-results.csv\\n```\\n\"\n"
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          "text": "\" Header 50%, deg\\u00b2 | Map 90%, deg\\u00b2 | Map 90%, Moons | Header 90%, deg\\u00b2 | Circle mass |\\n|---|---:|---:|---:|---:|---:|---:|---:|\\n| 260115A | 1.9547 | 9.96 | 1.92 | 6.5120 | 33.17 | 6.48 | 81.9% |\\n| 260125A | 0.3116 | 1.59 | 0.31 | 1.0466 | 5.33 | 1.03 | 89.1% |\\n| 260217A | 0.2180 | 1.11 | 0.21 | 0.7382 | 3.76 | 0.72 | 88.6% |\\n| 260315A | 0.2360 | 1.20 | 0.23 | 0.7961 | 4.05 | 0.77 | 88.7% |\\n| 260425A | 0.3150 | 1.60 | 0.31 | 1.0580 | 5.39 | 1.05 | 89.0% |\\n| 260504A | 0.2115 | 1.08 | 0.21 | 0.7120 | 3.63 | 0.70 | 88.6% |\\n| 260610A | 1.3254 | 6.75 | 1.30 | 4.5901 | 23.38 | 4.61 | 87.4% |\\n| 260622A | 0.2791 | 1.42 | 0.27 | 0.9439 | 4.81 | 0.92 | 88.9% |\\n| 260704A | 0.2010 | 1.02 | 0.19 | 0.6763 | 3.44 | 0.67 | 89.1% |\\n| 260708A | 0.2015 | 1.03 | 0.20 | 0.6970 | 3.55 | 0.67 | 88.1% |\\n| 260712A | 0.1947 | 0.99 | 0.19 | 0.6631 | 3.38 | 0.64 | 88.8% |\\n| 260722A | 0.5836 | 2.97 | 0.58 | 2.0293 | 10.34 | 2.05 | 87.1% |\\n| 260805A | 0.3933 | 2.00 | 0.41 | 1.3499 | 6.87 | 1.36 | 87.3% |\\n| 260807A | 7.3666 | 37.52 | 7.24 | 23.8162 | 121.30 | 24.46 | 64.1% |\\n| 260821A | 0.2012 | 1.02 | 0.19 | 0.6824 | 3.48 | 0.67 | 88.9% |\\n| 260825A | 0.2524 | 1.29 | 0.25 | 0.8520 | 4.34 | 0.84 | 89.1% |\\n| 260827A | 0.1896 | 0.97 | 0.18 | 0.6829 | 3.48 | 0.68 | 88.2% |\\n| 260916A | 0.2189 | 1.11 | 0.21 | 0.7426 | 3.78 | 0.73 | 89.1% |\\n| 260919A | 0.0521 | 0.27 | 0.05 | 0.2140 | 1.09 | 0.21 | 89.6% |\\n| 260930A | 0.2573 | 1.31 | 0.25 | 0.8689 | 4.43 | 0.85 | 88.9% |\\n\\nAll figures in this table are numerical summaries of the supplied maps; the displayed digits do not imply finer physical localization than their pixels or calibrated reconstruction allow. Sample medians include all 20 supplied maps under the documented non-finite-pixel handling, because none is verified as retracted in the supplied evidence. That is not an assertion that none has been retracted.\\n\\n## What circularization misses\\n\\nThe GCN documentation gives the revised 90% radius as\\n\\nr90 = sqrt(mean(|\\u0394RA90|) \\u00d7 cos(dec) \\u00d7 mean(|\\u0394Dec90|)),\\n\\nwhere each mean averages the plus and minus errors. Calculate the circle's spherical area as 2\\u03c0[1\\u2212cos(r90)] steradians. Its small-angle form is \\u03c0r90\\u00b2 square degrees, or about 16r90\\u00b2 Moons for radius in degrees. The 50% circles in the area plot use the same formula applied to the 50% bounds as an explicitly derived comparison, not an independently documented 50% notice field.\\n\\n![Map shapes and circular approximations](icecube-2026-shapes.png)\\n\\nFor **260115A**, the circle has radius **1.4394\\u00b0** and area **33.15 Moons**, almost identical to the 90% map area's **33.17 Moons**. Yet it encloses only **81.9%** of the normalized map probability. The circle spends area above and below the elongated region and misses probability at its sides.\\n\\nFor **260807A**, the circle has radius **2.8818\\u00b0** and area **132.85 Moons**, **9.53% larger** than the actual 90% map area of **121.30 Moons**. It nevertheless contains only **64.1%** of the normalized map probability. The long, asymmetric extension extends far outside the circle. Coarse pixels and invalid or absent map samples also produce visible irregularities; those should not automatically be interpreted as separate astrophysical sources.\\n\\nThe two headline circle probabilities were checked using recursive HEALPix subdivision to orders 12 and 15. Both changed by less than 0.00006 in probability (0.006 percentage point). This validates numerical integration of the supplied piecewise-constant maps, not the underlying reconstruction. The CSV retains a simpler native-pixel-center estimate as a diagnostic, but the quoted circle probabilities use the refined integral. In particular, the native-center estimate of 62.4% for 260807A is too crude; the refined result is 64.1%.\\n\\nThe maps are plotted in local sky-offset coordinates, with equal horizontal and vertical angular scales within each panel. Panel scales differ; each includes a 0.5-degree Moon disk. The blue region is nested within the orange 90% region. Whole threshold pixels are shown, whereas numerical areas interpolate within the last pixel.\\n\\n## Revisions, retractions, and missing maps\\n\\nThe archive contains exactly 20 distinct events and one map per event, plus one GCN HTML document and the manifest. No map listed in the manifest is missing or unreadable. There are no event-specific GCN notices, circulars, revision histories, retraction records, or a dated complete directory listing.\\n\\nThe FITS headers do not provide revision or retraction status. Map availability is consistent with the documented revised-map workflow, but does not prove which notice revision is represented or that a map remains current. No alert has been labeled \\u201cnot retracted.\\u201d Later updates, retractions, or additional 2026 maps cannot be verified from this archive. Live access was denied earlier and was not retried.\\n\\nA missing map for a preliminary notice can be expected: GCN documents healpix_url = null for revision 0. A map missing from this ZIP, however, cannot be distinguished from an uncollected event without a complete external inventory.\\n\\nThere are two additional metadata observations: 260115A lacks ALERT-STREAM, and 260217A repeats ALERT-STREAM 77 times with Bronze values. Neither changes the density calculation; neither is evidence of a revision or retraction.\\n\\nThe HTML document's SHA-256 is `db82beea310f608d4e55eaf018c37c452c1b4e104fc75358b567ff5186c8fbdb`. Its contents were read locally as the supplied copy of the linked GCN documentation, not independently refreshed online.\\n\\n## Detecting a particle versus identifying a source\\n\\nIceCube observes Cherenkov light from charged particles produced after a neutrino interacts in or near the detector. A track event allows the incoming direction to be reconstructed, but finite light measurements, propagation through the ice, detector and reconstruction uncertainties, and interaction kinematics limit its precision. The maps quantify that directional uncertainty under the reconstruction model.\\n\\nAn astronomical source is an additional inference. Several objects may lie in a localization region; the true source may be uncataloged or electromagnetically faint; and the event may have an atmospheric origin. A credible spatial and temporal counterpart, repeated neutrinos, and an assessment of chance coincidence can strengthen an association. A 90% directional region is not a 90% probability that a named galaxy or blazar is the source.\\n\\n## Reproduction\\n\\nThe accompanying CSV retains normalized areas, unnormalized-threshold sensitivity, crossing-pixel brackets, untouched header areas, circular radii and areas, circle probability integrals, density normalizations, invalid-pixel counts, source URLs, and map checksums.\\n\\nThe accompanying Python script runs entirely offline with NumPy, pandas, Astropy, and astropy-healpix. Astropy 8.0.1 and astropy-healpix 2.0.1 were used here. Its calculations were executed against the supplied archive and reproduced all 20 normalized 50% and 90% areas and both circle integrals to numerical tolerance. It reproduces numerical results rather than the figure layout.\\n\\n```sh\\npython icecube-localization-analysis.py icecube-2026-localization-maps.zip --output reproduced-results.csv\\n```\\n\"\n"
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          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
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      "script": "from matplotlib.colors import to_rgba\n# Preserve the 20 original map results; flag the background interpretation explicitly.\nflagged_index=int(df.index[df.event=='IceCube-260708A'][0])\nfor ax,cl in zip(axes,(50,90)):\n    fc=np.tile(to_rgba(colors[cl]),(len(df),1));ec=fc.copy();fc[flagged_index]=to_rgba('white');ec[flagged_index]=to_rgba('#777777')\n    ax.collections[0].set_facecolors(fc);ax.collections[0].set_edgecolors(ec)\n    ax.axhspan(flagged_index-.38,flagged_index+.38,color='#dddddd',alpha=.35,zorder=-2)\nlabels=[e.replace('IceCube-','')+('*' if bad else '')+(' †' if e=='IceCube-260708A' else '') for e,bad in zip(df.event,df.invalid_pixels)]\naxes[0].set_yticks(np.arange(20),labels)\nfig.subplots_adjust(bottom=.22)\nfor t in fig.texts:\n    if t.get_text().startswith('20 supplied maps'):t.set_text('20 supplied maps; 19 retained candidates • Moon diameter 0.5°')\nfig.text(.19,.125,'† 260708A: cosmic-ray muons indicated by GCN 45171; excluded from candidate summaries.',fontsize=9)\ncheck_figure(fig)\nfig.savefig('icecube-2026-areas-audited.png',dpi=220)\ngcn_audit['time_matches_to_0_01s']=gcn_audit.event_time_difference_seconds<=.010000001\nupdated_results=df.drop(columns=['status_audit']).merge(gcn_audit,on='event',validate='one_to_one')\nupdated_results.to_csv('icecube-2026-localization-results-audited.csv',index=False,float_format='%.10g')\ngcn_audit.to_csv('icecube-2026-gcn-audit.csv',index=False)\nprint('Coordinates match in all20; time <=0.01s:',gcn_audit.time_matches_to_0_01s.sum())",
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      "text": {
        "stdout": "overlaps: [] outside: []\nCoordinates match in all20; time <=0.01s: 15\n",
        "stderr": "",
        "traceback": "",
        "plain": [
          "overlaps: [] outside: []\nCoordinates match in all20; time <=0.01s: 15\n"
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          "text": "overlaps: [] outside: []\nCoordinates match in all20; time <=0.01s: 15\n"
        }
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          "exports": [
            "apply_figure_style",
            "set_frame",
            "panel_letter",
            "focal_palette",
            "bar_with_points",
            "strip_with_median",
            "goodness_arrow",
            "two_tier_label",
            "end_of_line_labels",
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          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
        }
      ],
      "helperEvidenceStatus": {
        "state": "complete"
      },
      "environmentManifest": {
        "schemaVersion": 1,
        "captureKind": "completed-run",
        "capturedAt": "2026-10-09T02:14:26.955Z",
        "installedInventory": {
          "capturedAt": "2026-10-09T01:56:54.356Z",
          "source": "cache-reused",
          "validation": "best-effort"
        },
        "kernelKind": "python",
        "environmentName": "default-python",
        "runtimeSource": "managed",
        "runtimeVersion": "3.12.14",
        "executionContext": {
          "schemaVersion": 1,
          "before": {
            "locale": "C/C.UTF-8/C/C/C/C",
            "timezone": "CST/CST",
            "threadLimits": {},
            "randomLibraries": [
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              "numpy"
            ],
            "pythonRandomState": {
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          ],
          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
        }
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        "capturedAt": "2026-10-09T02:16:54.782Z",
        "installedInventory": {
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          "source": "cache-reused",
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        "stdout": "Manifest structure: ['note', 'records']\n{'note': 'The earlier manifest sha256 values identify the originally retrieved HTML bytes, not the derived plain text. Both representations and explicitly labelled checksums are included here. This does not prove completeness or newest FITS revisions.', 'records': [{'event': 'IceCube-260115A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260115a', 'retrieved_utc': '2026-10-09T01:57:19.637161+00:00', 'html_file': 'IceCube-260115A.html', 'html_sha256': 'f27cdd00c272b3da2caad0ce065a46edc91bbd7dadef7b414ea2bf1f8d55caa0', 'text_file': 'IceCube-260115A.txt', 'text_sha256': '93ae9017824bf279c39f94228693211f9d66ee3ebe2f00cd1572f10ec088c40c'}, {'event': 'IceCube-260125A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260125a', 'retrieved_utc': '2026-10-09T01:57:19.637495+00:00', 'html_file': 'IceCube-260125A.html', 'html_sha256': '8c2e00181c4b9f23874aaf9d76cd68105e0809fe17325cf8fe3c0153869b53b7', 'text_file': 'IceCube-260125A.txt', 'text_sha256': 'e347d955a5dc81a61f49f11d76d1b73c51f5750d26cf553611c2c5dc31c0979d'}, {'event': 'IceCube-260217A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260217a', 'retrieved_utc': '2026-10-09T01:57:19.637679+00:00', 'html_file': 'IceCube-260217A.html', 'html_sha256': '2f87fb6698d9ad0a877f93761ceec447233046d66e0c356a7b30db73e02d0d45', 'text_file': 'IceCube-260217A.txt', 'text_sha256': 'd49d4521344b10d17becf76f541617ac091a4011271cdea9169a11e6e2b0e2ee'}, {'event': 'IceCube-260315A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260315a', 'retrieved_utc': '2026-10-09T01:57:19.637780+00:00', 'html_file': 'IceCube-260315A.html', 'html_sha256': 'dcf1d3972dbc4eae9cc565ad20a4737726072a7ef93401931954d33d50e73631', 'text_file': 'IceCube-260315A.txt', 'text_sha256': '50ef0a59a2b9c5c6d91a6c19a8f76158c44e1571d687de9674dce334b7f6d9c3'}, {'event': 'IceCube-260425A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260425a', 'retrieved_utc': '2026-10-09T01:57:20.832925+00:00', 'html_file': 'IceCube-260425A.html', 'html_sha256': 'ffdd427b93bb15db6f0784564ada6516cc91a2f56ea44c0095b9f898ab1a48e0', 'text_file': 'IceCube-260425A.txt', 'text_sha256': 'f58a222d49c8a6a82c3ca109ddae3d5619140173da56a98268de30ffb01a13c4'}, {'ev\n",
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          "Manifest structure: ['note', 'records']\n{'note': 'The earlier manifest sha256 values identify the originally retrieved HTML bytes, not the derived plain text. Both representations and explicitly labelled checksums are included here. This does not prove completeness or newest FITS revisions.', 'records': [{'event': 'IceCube-260115A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260115a', 'retrieved_utc': '2026-10-09T01:57:19.637161+00:00', 'html_file': 'IceCube-260115A.html', 'html_sha256': 'f27cdd00c272b3da2caad0ce065a46edc91bbd7dadef7b414ea2bf1f8d55caa0', 'text_file': 'IceCube-260115A.txt', 'text_sha256': '93ae9017824bf279c39f94228693211f9d66ee3ebe2f00cd1572f10ec088c40c'}, {'event': 'IceCube-260125A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260125a', 'retrieved_utc': '2026-10-09T01:57:19.637495+00:00', 'html_file': 'IceCube-260125A.html', 'html_sha256': '8c2e00181c4b9f23874aaf9d76cd68105e0809fe17325cf8fe3c0153869b53b7', 'text_file': 'IceCube-260125A.txt', 'text_sha256': 'e347d955a5dc81a61f49f11d76d1b73c51f5750d26cf553611c2c5dc31c0979d'}, {'event': 'IceCube-260217A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260217a', 'retrieved_utc': '2026-10-09T01:57:19.637679+00:00', 'html_file': 'IceCube-260217A.html', 'html_sha256': '2f87fb6698d9ad0a877f93761ceec447233046d66e0c356a7b30db73e02d0d45', 'text_file': 'IceCube-260217A.txt', 'text_sha256': 'd49d4521344b10d17becf76f541617ac091a4011271cdea9169a11e6e2b0e2ee'}, {'event': 'IceCube-260315A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260315a', 'retrieved_utc': '2026-10-09T01:57:19.637780+00:00', 'html_file': 'IceCube-260315A.html', 'html_sha256': 'dcf1d3972dbc4eae9cc565ad20a4737726072a7ef93401931954d33d50e73631', 'text_file': 'IceCube-260315A.txt', 'text_sha256': '50ef0a59a2b9c5c6d91a6c19a8f76158c44e1571d687de9674dce334b7f6d9c3'}, {'event': 'IceCube-260425A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260425a', 'retrieved_utc': '2026-10-09T01:57:20.832925+00:00', 'html_file': 'IceCube-260425A.html', 'html_sha256': 'ffdd427b93bb15db6f0784564ada6516cc91a2f56ea44c0095b9f898ab1a48e0', 'text_file': 'IceCube-260425A.txt', 'text_sha256': 'f58a222d49c8a6a82c3ca109ddae3d5619140173da56a98268de30ffb01a13c4'}, {'ev\n"
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          "text": "Manifest structure: ['note', 'records']\n{'note': 'The earlier manifest sha256 values identify the originally retrieved HTML bytes, not the derived plain text. Both representations and explicitly labelled checksums are included here. This does not prove completeness or newest FITS revisions.', 'records': [{'event': 'IceCube-260115A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260115a', 'retrieved_utc': '2026-10-09T01:57:19.637161+00:00', 'html_file': 'IceCube-260115A.html', 'html_sha256': 'f27cdd00c272b3da2caad0ce065a46edc91bbd7dadef7b414ea2bf1f8d55caa0', 'text_file': 'IceCube-260115A.txt', 'text_sha256': '93ae9017824bf279c39f94228693211f9d66ee3ebe2f00cd1572f10ec088c40c'}, {'event': 'IceCube-260125A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260125a', 'retrieved_utc': '2026-10-09T01:57:19.637495+00:00', 'html_file': 'IceCube-260125A.html', 'html_sha256': '8c2e00181c4b9f23874aaf9d76cd68105e0809fe17325cf8fe3c0153869b53b7', 'text_file': 'IceCube-260125A.txt', 'text_sha256': 'e347d955a5dc81a61f49f11d76d1b73c51f5750d26cf553611c2c5dc31c0979d'}, {'event': 'IceCube-260217A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260217a', 'retrieved_utc': '2026-10-09T01:57:19.637679+00:00', 'html_file': 'IceCube-260217A.html', 'html_sha256': '2f87fb6698d9ad0a877f93761ceec447233046d66e0c356a7b30db73e02d0d45', 'text_file': 'IceCube-260217A.txt', 'text_sha256': 'd49d4521344b10d17becf76f541617ac091a4011271cdea9169a11e6e2b0e2ee'}, {'event': 'IceCube-260315A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260315a', 'retrieved_utc': '2026-10-09T01:57:19.637780+00:00', 'html_file': 'IceCube-260315A.html', 'html_sha256': 'dcf1d3972dbc4eae9cc565ad20a4737726072a7ef93401931954d33d50e73631', 'text_file': 'IceCube-260315A.txt', 'text_sha256': '50ef0a59a2b9c5c6d91a6c19a8f76158c44e1571d687de9674dce334b7f6d9c3'}, {'event': 'IceCube-260425A', 'url': 'https://gcn.nasa.gov/circulars/events/icecube-260425a', 'retrieved_utc': '2026-10-09T01:57:20.832925+00:00', 'html_file': 'IceCube-260425A.html', 'html_sha256': 'ffdd427b93bb15db6f0784564ada6516cc91a2f56ea44c0095b9f898ab1a48e0', 'text_file': 'IceCube-260425A.txt', 'text_sha256': 'f58a222d49c8a6a82c3ca109ddae3d5619140173da56a98268de30ffb01a13c4'}, {'ev\n"
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          "exports": [
            "apply_figure_style",
            "set_frame",
            "panel_letter",
            "focal_palette",
            "bar_with_points",
            "strip_with_median",
            "goodness_arrow",
            "two_tier_label",
            "end_of_line_labels",
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          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
        }
      ],
      "helperEvidenceStatus": {
        "state": "complete"
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      "environmentManifest": {
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        "captureKind": "completed-run",
        "capturedAt": "2026-10-09T02:17:14.772Z",
        "installedInventory": {
          "capturedAt": "2026-10-09T01:56:54.356Z",
          "source": "cache-reused",
          "validation": "best-effort"
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        "kernelKind": "python",
        "environmentName": "default-python",
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        "executionContext": {
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            "pythonRandomState": {
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      "script": "old_by_event={r['event']:r for r in gmanifest['records']}\nprows=[]\nassert len(pm['records'])==20 and {r['event'] for r in pm['records']}==set(old_by_event)\nfor r in pm['records']:\n    hb=zp.read(r['html_file']);tb=zp.read(r['text_file']);old=old_by_event[r['event']]\n    hs=hashlib.sha256(hb).hexdigest();ts=hashlib.sha256(tb).hexdigest()\n    prows.append({'event':r['event'],'url':r['url'],'retrieved_utc':r['retrieved_utc'],'html_file':r['html_file'],'html_sha256':hs,'text_file':r['text_file'],'text_sha256':ts,'html_checksum_verified':hs==r['html_sha256'],'text_checksum_verified':ts==r['text_sha256'],'earlier_manifest_matches_html':old['sha256']==hs,'text_identical_to_earlier_archive':tb==zgcn.read(r['event']+'.txt'),'source_metadata_unchanged':r['url']==old['url'] and r['retrieved_utc']==old['retrieved_utc']})\nprovenance_checks=pd.DataFrame(prows)\ncheckcols=['html_checksum_verified','text_checksum_verified','earlier_manifest_matches_html','text_identical_to_earlier_archive','source_metadata_unchanged']\nprint(provenance_checks[checkcols].sum().to_dict());assert provenance_checks[checkcols].all().all()\nprint('New ZIP SHA256',hashlib.sha256(Path('inputs/gcn-provenance-complete-17fc6ab3d689.zip').read_bytes()).hexdigest())\n# Replace the ambiguous prior comparison field with explicit representation-specific checks.\ngcn_verified=gcn_audit.drop(columns=['checksum_matches']).rename(columns={'manifest_sha256':'earlier_manifest_html_sha256'})\ngcn_verified=gcn_verified.merge(provenance_checks.drop(columns=['url','retrieved_utc','text_sha256']),on='event',validate='one_to_one')\nresults_verified=df.drop(columns=['status_audit']).merge(gcn_verified,on='event',validate='one_to_one')\nprovenance_checks.to_csv('gcn-representation-checksums-verified.csv',index=False)\ngcn_verified.to_csv('icecube-2026-gcn-audit-verified.csv',index=False)\nresults_verified.to_csv('icecube-2026-localization-results-verified.csv',index=False,float_format='%.10g')\nprint('Saved three updated audit tables; scientific numerical values unchanged.')",
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        "stdout": "{'html_checksum_verified': 20, 'text_checksum_verified': 20, 'earlier_manifest_matches_html': 20, 'text_identical_to_earlier_archive': 20, 'source_metadata_unchanged': 20}\nNew ZIP SHA256 17fc6ab3d689776e4728cd3063cbf208e3708b11c1e8d092a540910035d9f5b0\nSaved three updated audit tables; scientific numerical values unchanged.\n",
        "stderr": "",
        "traceback": "",
        "plain": [
          "{'html_checksum_verified': 20, 'text_checksum_verified': 20, 'earlier_manifest_matches_html': 20, 'text_identical_to_earlier_archive': 20, 'source_metadata_unchanged': 20}\nNew ZIP SHA256 17fc6ab3d689776e4728cd3063cbf208e3708b11c1e8d092a540910035d9f5b0\nSaved three updated audit tables; scientific numerical values unchanged.\n"
        ]
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      "outputs": [
        {
          "type": "stream",
          "name": "stdout",
          "text": "{'html_checksum_verified': 20, 'text_checksum_verified': 20, 'earlier_manifest_matches_html': 20, 'text_identical_to_earlier_archive': 20, 'source_metadata_unchanged': 20}\nNew ZIP SHA256 17fc6ab3d689776e4728cd3063cbf208e3708b11c1e8d092a540910035d9f5b0\nSaved three updated audit tables; scientific numerical values unchanged.\n"
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            "packageName": "pip",
            "observedVersion": "26.2.1"
          },
          {
            "reason": "package-lock-missing",
            "packageName": "setuptools",
            "observedVersion": "83.0.0"
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        ]
      },
      "kernelDispatched": true,
      "helperModules": [
        {
          "helperId": "figure-style",
          "skillIdentity": "figure-style",
          "packageOrigin": "builtin",
          "interfaceRevision": "1",
          "registeredGeneration": "sha256:90258343aec7bb96c2e129c39e1beb23230ee947c0db563f96913458d1795f1d",
          "exports": [
            "apply_figure_style",
            "set_frame",
            "panel_letter",
            "focal_palette",
            "bar_with_points",
            "strip_with_median",
            "goodness_arrow",
            "two_tier_label",
            "end_of_line_labels",
            "panel_crops"
          ],
          "source": "META_GREY = \"#888888\"\n\n\ndef apply_figure_style(*, frame=\"open\", font=None, sizes=(8, 7, 6), grid=False):\n    \"\"\"Set matplotlib rcParams for publication-grade output. Call once before plotting.\n\n    This sets mechanics (role-mapped font-size ladder, outward ticks, frameless\n    legends, 300-dpi save, Type-42 embedded fonts) — not a house aesthetic.\n    Frame, font and the size ladder are parameters.\n\n    frame : 'open' (bottom+left spines, default) | 'boxed' (all four) | 'none'\n    font  : sans-serif family name; None = system default sans-serif\n    sizes : (base, secondary, tick) — titles/axis-labels, legend/annotation, ticks\n    grid  : whether to draw axes.grid (default False)\n    \"\"\"\n    import matplotlib as mpl\n    if frame not in (\"open\", \"boxed\", \"none\"):\n        raise ValueError(f\"frame must be 'open'|'boxed'|'none', got {frame!r}\")\n\n    try:\n        import os, sys, glob, matplotlib.font_manager as fm\n        fdir = os.path.join(os.environ.get(\"CONDA_PREFIX\") or sys.prefix, \"fonts\")\n        if os.path.isdir(fdir):\n            known = {f.fname for f in fm.fontManager.ttflist}\n            for f in glob.glob(os.path.join(fdir, \"*.ttf\")):\n                if f not in known:\n                    fm.fontManager.addfont(f)\n    except Exception:\n        pass\n    base, secondary, tick = sizes\n    boxed = (frame == \"boxed\")\n    rc = {\n        \"font.family\": \"sans-serif\",\n        \"font.size\": base,\n        \"axes.labelsize\": base,\n        \"axes.titlesize\": base,\n        \"legend.fontsize\": secondary,\n        \"xtick.labelsize\": tick,\n        \"ytick.labelsize\": tick,\n        \"axes.linewidth\": 0.6,\n        \"xtick.direction\": \"out\", \"ytick.direction\": \"out\",\n        \"xtick.major.size\": 3, \"ytick.major.size\": 3,\n        \"xtick.major.width\": 0.6, \"ytick.major.width\": 0.6,\n        \"axes.spines.top\": boxed, \"axes.spines.right\": boxed,\n        \"axes.spines.left\": frame != \"none\", \"axes.spines.bottom\": frame != \"none\",\n        \"axes.grid\": bool(grid),\n        \"legend.frameon\": False,\n        \"figure.dpi\": 200,\n        \"savefig.dpi\": 300,\n        \"savefig.bbox\": \"tight\",\n        \"axes.titleweight\": \"normal\",\n        \"axes.titlelocation\": \"left\",\n        \"axes.labelweight\": \"normal\",\n        \"lines.linewidth\": 1.2,\n        \"patch.linewidth\": 0.6,\n        \"pdf.fonttype\": 42, \"ps.fonttype\": 42,\n    }\n    if font:\n        rc[\"font.sans-serif\"] = [font, \"DejaVu Sans\"]\n    mpl.rcParams.update(rc)\n\n\ndef set_frame(ax, style=\"open\"):\n    \"\"\"§3: set spine visibility on an existing axes. style ∈ {'open','boxed','none'}.\"\"\"\n    show = {\"open\": (False, False, True, True),\n            \"boxed\": (True, True, True, True),\n            \"none\": (False, False, False, False)}[style]\n    for side, vis in zip((\"top\", \"right\", \"bottom\", \"left\"), show):\n        ax.spines[side].set_visible(vis)\n        if vis:\n            ax.spines[side].set_linewidth(0.6)\n    ax.tick_params(direction=\"out\", length=0 if style == \"none\" else 3, width=0.6)\n\n\ndef panel_letter(ax, letter, dx=-0.18, dy=1.02, case=\"lower\", fontsize=None):\n    \"\"\"§5.7: bold panel letter outside top-left of axes. case ∈ {'lower','upper'}.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams.get(\"font.size\", 8) + 1\n    s = letter.lower() if case == \"lower\" else letter.upper()\n    artist = ax.text(dx, dy, s, transform=ax.transAxes,\n                     fontweight=\"bold\", fontsize=fontsize, va=\"bottom\", ha=\"left\")\n    artist.set_gid(\"figure-style-panel-letter\")\n\n\ndef focal_palette(labels, focal, focal_color, other=\"muted\", base_colors=None):\n    \"\"\"§4.2: map labels → colors with the focal series visually dominant.\n\n    other='muted'   — desaturate base_colors (or a default cycle) toward gray\n    other='grey'    — uniform light gray for all non-focal\n    other='ordinal' — non-focal on a single light→dark gray ramp (input order)\n    \"\"\"\n    import matplotlib.colors as mcolors\n    import matplotlib.pyplot as plt\n    focal_set = {focal} if isinstance(focal, str) else set(focal)\n    n = len(labels)\n    if not focal_set & set(labels):\n        raise ValueError(f\"focal {focal!r} not found in labels\")\n    base_colors = [] if base_colors is None else list(base_colors)\n    if not base_colors:\n        base_colors = plt.rcParams[\"axes.prop_cycle\"].by_key().get(\"color\", [\"#444444\"])\n    if not base_colors:\n        base_colors = [\"#444444\"]\n    base_colors = [base_colors[i % len(base_colors)] for i in range(n)]\n    if other == \"grey\":\n        rest = [\"#BCBCBC\"] * n\n    elif other == \"ordinal\":\n        nf = max(1, n - len(focal_set))\n        ramp = [mcolors.to_hex((v, v, v)) for v in\n                ([0.55] if nf == 1 else [0.80 - 0.35 * i / (nf - 1) for i in range(nf)])]\n        rest, k = [], 0\n        for l in labels:\n            rest.append(ramp[min(k, nf - 1)]); k += (l not in focal_set)\n    elif other == \"muted\":\n        def mute(c):\n            r, g, b = mcolors.to_rgb(c)\n            m = (r + g + b) / 3\n            return mcolors.to_hex((0.3 * r + 0.7 * m, 0.3 * g + 0.7 * m, 0.3 * b + 0.7 * m))\n        rest = [mute(c) for c in base_colors]\n    else:\n        raise ValueError(\"other must be 'muted', 'grey', or 'ordinal'\")\n    return [focal_color if l in focal_set else rest[i] for i, l in enumerate(labels)]\n\n\ndef bar_with_points(ax, x, ymat, labels, colors, jitter=0.08, show_points=True,\n                    errorbar=None, point_alpha=0.5, point_size=8):\n    \"\"\"§6.1: bar = mean; optionally overlay raw points or draw an interval.\n\n    colors   : per-label color list (e.g. from focal_palette)\n    x, ymat and labels must have equal lengths; mismatches raise before drawing.\n    Each group must be a nonempty, finite, one-dimensional real numeric array.\n    Requested SD/CI intervals require at least two observations per group.\n    errorbar : None | 'sd' | 'ci95' — drawn only when show_points is False.\n               'ci95' is the t-distribution 95% CI of the mean\n               (half-width t_{0.975,n-1} · s/√n); correct at small n where the\n               z-approximation (1.96·s/√n) is markedly too narrow.\n    \"\"\"\n    import numpy as np\n    x = np.asarray(x)\n    if x.ndim != 1 or not np.issubdtype(x.dtype, np.number):\n        raise TypeError(\n            \"bar_with_points x must be one-dimensional numeric positions; \"\n            \"pass category names through labels\"\n        )\n    ymat = list(ymat)\n    labels = list(labels)\n    if len(x) != len(ymat) or len(x) != len(labels):\n        raise ValueError(\"bar_with_points x, ymat and labels must have equal lengths\")\n    if colors is not None and not isinstance(colors, str):\n        colors = list(colors)\n        if not colors:\n            colors = None\n    if x.dtype.kind not in \"iuf\" or not np.isfinite(x).all():\n        raise ValueError(\"bar_with_points x must contain finite real positions\")\n    for i, y in enumerate(ymat):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"bar_with_points group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    ymat = [np.asarray(y) for y in ymat]\n    for i, y in enumerate(ymat):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"bar_with_points group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    if errorbar and not show_points:\n        if errorbar not in (\"sd\", \"ci95\"):\n            raise ValueError(\"errorbar must be None, 'sd', or 'ci95'\")\n        if any(y.size < 2 for y in ymat):\n            raise ValueError(\"SD/CI cannot be estimated from one observation; use raw points without an interval\")\n    means = np.array([np.mean(y) for y in ymat], float)\n    err = None\n    if errorbar and not show_points:\n        if errorbar == \"sd\":\n            err = np.array([np.std(y, ddof=1) for y in ymat])\n        elif errorbar == \"ci95\":\n            from scipy.stats import t\n            def _hw(y):\n                n = np.asarray(y).size\n                return t.ppf(0.975, n - 1) * np.std(y, ddof=1) / np.sqrt(n)\n            err = np.array([_hw(y) for y in ymat])\n    ax.bar(x, means, color=colors, width=0.7, edgecolor=\"none\",\n           yerr=err, error_kw={\"elinewidth\": 0.8, \"capsize\": 0})\n    if show_points:\n        for xi, ys in zip(x, ymat):\n            ys = np.asarray(ys)\n            if ys.ndim == 1 and ys.size > 0:\n                jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n                ax.scatter(np.full(ys.size, xi) + jit, ys, s=point_size, color=\"black\",\n                           alpha=point_alpha, zorder=3, linewidths=0)\n    ax.set_xticks(x); ax.set_xticklabels(labels)\n    return ax\n\n\ndef strip_with_median(ax, groups, values, colors=None, jitter=0.12):\n    \"\"\"§6.1: jittered points + bold horizontal median tick per group.\n\n    groups and values must have equal lengths. Mismatches raise before drawing.\n    colors=None or an empty color sequence supplies default gray; a nonempty\n    color sequence cycles across groups.\n    Each group must be nonempty, one-dimensional and finite real numeric data;\n    resolve missing observations explicitly before plotting.\n    \"\"\"\n    import numpy as np\n    labs = list(groups)\n    values = list(values)\n    if len(labs) != len(values):\n        raise ValueError(\"strip_with_median groups and values must have equal lengths\")\n    for i, y in enumerate(values):\n        if np.ma.isMaskedArray(y) and np.ma.getmaskarray(y).any():\n            raise ValueError(f\"strip_with_median group {i} contains masked observations; resolve exclusions explicitly before plotting\")\n    values = [np.asarray(y) for y in values]\n    for i, y in enumerate(values):\n        if y.ndim != 1 or y.size == 0 or y.dtype.kind not in \"iuf\" or not np.isfinite(y).all():\n            raise ValueError(f\"strip_with_median group {i} must be nonempty, one-dimensional and finite real numeric data\")\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [\"#444444\"]\n    for i, ys in enumerate(values):\n        c = colors[i % len(colors)]\n        ys = np.asarray(ys)\n        jit = (np.random.rand(ys.size) - 0.5) * 2 * jitter\n        ax.scatter(np.full(ys.size, i) + jit, ys, s=10, color=c, alpha=0.6, linewidths=0, zorder=2)\n        m = np.median(ys)\n        ax.plot([i - 0.22, i + 0.22], [m, m], color=\"black\", lw=1.6, zorder=3)\n    ax.set_xticks(range(len(labs))); ax.set_xticklabels(labs)\n    return ax\n\n\ndef goodness_arrow(ax, text=\"higher = better\", loc=\"upper left\", axis=\"y\", fontsize=None):\n    \"\"\"§3.6: small upright direction-of-goodness cue in the margin.\"\"\"\n    import matplotlib.pyplot as plt\n    if fontsize is None:\n        fontsize = plt.rcParams[\"legend.fontsize\"]\n    pos = {\"upper left\": (0.02, 0.98), \"upper right\": (0.98, 0.98),\n           \"lower left\": (0.02, 0.02), \"lower right\": (0.98, 0.02)}[loc]\n    ha = \"left\" if \"left\" in loc else \"right\"\n    va = \"top\" if \"upper\" in loc else \"bottom\"\n    arrow = \"↑ \" if axis == \"y\" else \"→ \"\n    ax.text(pos[0], pos[1], arrow + text, transform=ax.transAxes,\n            fontsize=fontsize, color=META_GREY, ha=ha, va=va)\n\n\ndef two_tier_label(name, meta):\n    \"\"\"§5: two-line label string (name / metadata). Meta line styled separately by caller.\"\"\"\n    return f\"{name}\\n{meta}\"\n\n\ndef end_of_line_labels(ax, xs, ys, labels, colors=None, dx=0.01, fontsize=None):\n    \"\"\"§6.3 / §7.3: label each line series at its right end instead of a legend box.\n\n    Each label requires a nonempty, matched x/y series. Validate all series\n    before drawing. Nonempty colors cycle; None or empty uses default text color.\n    Inner sequences must support len() and indexing; they are not copied.\n    Nonfinite endpoints are rejected rather than producing an invisible label.\n    \"\"\"\n    import matplotlib.pyplot as plt\n    import math\n    xs, ys, labels = list(xs), list(ys), list(labels)\n    if len(xs) != len(ys) or len(xs) != len(labels):\n        raise ValueError(\"end_of_line_labels xs, ys and labels must have equal lengths\")\n    if any(len(x) == 0 or len(x) != len(y) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels each x/y series must be nonempty and have equal lengths\")\n    if any(not math.isfinite(x[-1]) or not math.isfinite(y[-1]) for x, y in zip(xs, ys)):\n        raise ValueError(\"end_of_line_labels endpoints must be finite; choose valid endpoints explicitly\")\n    if fontsize is None:\n        fontsize = plt.rcParams[\"font.size\"]\n    colors = [] if colors is None else list(colors)\n    if not colors:\n        colors = [None]\n    span = ax.get_xlim()[1] - ax.get_xlim()[0]\n    for i, (x, y, lab) in enumerate(zip(xs, ys, labels)):\n        c = colors[i % len(colors)]\n        ax.text(x[-1] + dx * span, y[-1], lab, color=c, va=\"center\", ha=\"left\", fontsize=fontsize)\n\n\ndef panel_crops(fig, dpi=None, pad_px=6, bbox_inches=None, pad_inches=None):\n    \"\"\"§9.2: pixel-space crop boxes for each lettered panel in the SAVED PNG.\n\n    Returns ``{letter: (x0, y0, x1, y1)}`` in image-space pixels (origin\n    top-left, matching PIL's ``Image.crop``). Panels are detected as bold\n    single-character ``Text``\n    objects placed by :func:`panel_letter`; each panel's crop is its axes'\n    tightbbox mapped into the saved file's pixel space, padded by ``pad_px``.\n    For §3.4 composites (abutting subplots sharing an axis, letter on the\n    leftmost only) the crop unions in letterless ``sharex``/``sharey`` siblings\n    on the same grid row/col so the whole composite is covered. When no axes\n    carries a panel letter (standalone plot, or a figure-composer sub-agent),\n    falls back to one crop per axes keyed by index.\n\n    ``bbox_inches`` mirrors ``Figure.savefig`` semantics: ``None`` means\n    *consult rcParams* (so under :func:`apply_figure_style` it resolves to\n    ``'tight'``); pass an explicit ``Bbox`` only if you saved with one. The\n    boxes are clamped to the saved image extent; panels with no intersection\n    are omitted.\n\n        >>> from PIL import Image\n        >>> fig.savefig(\"fig.png\")  # bbox_inches='tight' via rcParams\n        >>> with Image.open(\"fig.png\") as saved:\n        ...     for letter, box in panel_crops(fig).items():\n        ...         saved.crop(box).save(f\"panel_{letter}.png\")\n\n    Match savefig's DPI, bbox_inches and pad_inches when overriding defaults.\n    Returned boxes are pixels, never savefig bbox_inches (inches). Passing them\n    back to savefig as inches can allocate an enormous raster.\n    \"\"\"\n    import matplotlib as mpl\n    import matplotlib.text\n    from matplotlib.backends.backend_agg import FigureCanvasAgg\n    if isinstance(pad_px, bool) or not isinstance(pad_px, int) or pad_px < 0:\n        raise TypeError(\"panel_crops pad_px must be a non-negative integer\")\n    if dpi is None:\n        dpi = mpl.rcParams.get(\"savefig.dpi\", fig.dpi)\n        if dpi == \"figure\":\n            dpi = fig.dpi\n    dpi = float(dpi)\n    if bbox_inches is None:\n        bbox_inches = mpl.rcParams.get(\"savefig.bbox\")\n    # The Open-Science notebook captures and closes pyplot figures after every\n    # cell. Matplotlib 3.11 decouples a closed Figure from its backend by\n    # replacing FigureCanvasAgg with FigureCanvasBase, while the persistent\n    # notebook namespace can still retain the Figure itself. Reattach the\n    # headless canvas before asking for saved-image geometry so this helper is\n    # safe in a later QA cell as well as the producer cell.\n    if not hasattr(fig.canvas, \"get_renderer\"):\n        FigureCanvasAgg(fig)\n    fig.canvas.draw()\n    r = fig.canvas.get_renderer()\n\n    if bbox_inches == \"tight\":\n        if pad_inches is None:\n            pad_inches = mpl.rcParams.get(\"savefig.pad_inches\", 0.1)\n        tb = fig.get_tightbbox(r).padded(pad_inches)\n        ox_in, oy_in = tb.x0, tb.y0\n        W_in, H_in = tb.width, tb.height\n    elif isinstance(bbox_inches, mpl.transforms.BboxBase):\n        ox_in, oy_in = bbox_inches.x0, bbox_inches.y0\n        W_in, H_in = bbox_inches.width, bbox_inches.height\n    elif bbox_inches is None:\n        ox_in, oy_in = 0.0, 0.0\n        W_in, H_in = fig.get_size_inches()\n    else:\n        raise TypeError(\"panel_crops bbox_inches must be None, 'tight', or a matplotlib Bbox\")\n    W_px, H_px = int(round(W_in * dpi)), int(round(H_in * dpi))\n    lettered = {}\n    seen_letters = set()\n    for ax in fig.axes:\n        for t in ax.findobj(matplotlib.text.Text):\n            s = (t.get_text() or \"\").strip()\n            if t.get_gid() == \"figure-style-panel-letter\":\n                if s in seen_letters:\n                    raise ValueError(f\"Duplicate panel letter: {s!r}\")\n                seen_letters.add(s)\n                lettered[ax] = s\n                break\n\n\n\n    if not lettered:\n        lettered = {ax: str(i) for i, ax in enumerate(fig.axes)}\n    out = {}\n    for ax, letter in lettered.items():\n        bbs = [ax.get_tightbbox(r)]\n\n\n\n\n        ss = ax.get_subplotspec()\n        for sib in fig.axes:\n            if sib is ax or sib in lettered:\n                continue\n            ssib = sib.get_subplotspec()\n            same_row = ss is None or ssib is None or ss.rowspan == ssib.rowspan\n            same_col = ss is None or ssib is None or ss.colspan == ssib.colspan\n            if ((ax.get_shared_y_axes().joined(ax, sib) and same_row)\n                    or (ax.get_shared_x_axes().joined(ax, sib) and same_col)):\n                bbs.append(sib.get_tightbbox(r))\n        bb = mpl.transforms.Bbox.union(bbs)\n\n        bx0 = (bb.x0 / fig.dpi - ox_in) * dpi\n        bx1 = (bb.x1 / fig.dpi - ox_in) * dpi\n        by0 = H_px - (bb.y1 / fig.dpi - oy_in) * dpi\n        by1 = H_px - (bb.y0 / fig.dpi - oy_in) * dpi\n        box = (\n            min(max(int(bx0) - pad_px, 0), W_px),\n            min(max(int(by0) - pad_px, 0), H_px),\n            max(min(int(bx1) + pad_px, W_px), 0),\n            max(min(int(by1) + pad_px, H_px), 0),\n        )\n        if box[0] < box[2] and box[1] < box[3]:\n            out[letter] = box\n    return out\n",
          "sourceDigest": "8020d409bfb60f0c8dfa43d0dfe7bb97f7458e1a3908fefbcb6e4551e0feae4e"
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