rank,rank_meaning,video_id,video_url,title,author_name,metadata_status,metadata_checked_utc,theme,selection_reason,source_comment_ids,source_comment_urls,source_stances_json,evidence_summary,limitations,conflicts,selection_status,semantic_input,model,playability_checked,content_viewed
1,suggested_viewing_order_not_quality_score,9IlmekWsEAQ,https://www.youtube.com/watch?v=9IlmekWsEAQ,Getting Started in Amateur Astronomy - for COMPLETE BEGINNERS.  Telescopes?  Books?  Binos?  Part 1,Ed Ting,metadata_available,2026-11-03T05:26:34.721580+00:00,Beginner observing,A broad entry point to amateur astronomy. Two supplied comments separately recommend this specific beginner guide.,42387446;49536680,https://news.ycombinator.com/item?id=42387446;https://news.ycombinator.com/item?id=49536680,"[{""comment_id"": ""42387446"", ""stance"": ""recommend"", ""topic_fit"": ""yes""}, {""comment_id"": ""49536680"", ""stance"": ""recommend"", ""topic_fit"": ""yes""}]",Both comments place this link within favorable beginner-advice lists. Their separate endorsements are retained; two mentions are not quality votes.,Equipment guidance may age; neither content nor current buying advice was checked.,No conflicting stances among supplied comments for this ID; this is not an assessment of wider opinion.,provisional,comment_video_judgments_first_pass.csv,Codex / GPT-6; exact deployment version unavailable,false,false
2,suggested_viewing_order_not_quality_score,d0cjG1UdqKo,https://www.youtube.com/watch?v=d0cjG1UdqKo,Joseph Fraunhofer Biography: The Father of Modern Astronomy [CC],Kathy Loves Physics,metadata_available,2026-11-03T05:26:34.187365+00:00,History of astronomy,"Adds astronomy history through a Fraunhofer biography, with direct praise of the linked video.",31451807,https://news.ycombinator.com/item?id=31451807,"[{""comment_id"": ""31451807"", ""stance"": ""recommend"", ""topic_fit"": ""yes""}]","Zamicol explicitly calls this particular biography good, separately from broader praise of the channel.",Subject fit follows the supplied title and comment; historical accuracy was not verified.,No conflicting stances among supplied comments for this ID; this is not an assessment of wider opinion.,provisional,comment_video_judgments_first_pass.csv,Codex / GPT-6; exact deployment version unavailable,false,false
3,suggested_viewing_order_not_quality_score,TifUa8ENQes,https://www.youtube.com/watch?v=TifUa8ENQes,How Starlink is changing Astronomy,Verse,metadata_available,2026-11-03T05:26:34.304184+00:00,Astronomy and satellites,"Adds a discussion of Starlink’s effects on astronomy, explicitly recommended by the commenter.",26458700,https://news.ycombinator.com/item?id=26458700,"[{""comment_id"": ""26458700"", ""stance"": ""recommend"", ""topic_fit"": ""yes""}]",ShockedUnicorn directly recommends the documentary for its treatment of Starlink’s positives and negatives.,The comment uses a different title from the oEmbed snapshot; the video ID matches. Balance and factual accuracy were not independently assessed.,No conflicting stances among supplied comments for this ID; this is not an assessment of wider opinion.,provisional,comment_video_judgments_first_pass.csv,Codex / GPT-6; exact deployment version unavailable,false,false
4,suggested_viewing_order_not_quality_score,KfODJpfS0fo,https://www.youtube.com/watch?v=KfODJpfS0fo,Pluto on the Horizon: Anticipating our First Encounter with the Double Planet,SVAstronomyLectures,metadata_available,2026-11-03T05:26:38.080813+00:00,Planetary science,Adds a Pluto lecture supported by an explicit recommendation.,9071833,https://news.ycombinator.com/item?id=9071833,"[{""comment_id"": ""9071833"", ""stance"": ""recommend"", ""topic_fit"": ""yes""}]",cellover strongly recommends this particular lecture and supplies its Pluto-focused title.,The comment dates to 2015 and the title anticipates the encounter; treat it as historical rather than current mission coverage.,No conflicting stances among supplied comments for this ID; this is not an assessment of wider opinion.,provisional,comment_video_judgments_first_pass.csv,Codex / GPT-6; exact deployment version unavailable,false,false
5,suggested_viewing_order_not_quality_score,T_k9B01AeFM,https://www.youtube.com/watch?v=T_k9B01AeFM,Basics of Statistics for Astro Imaging,The Astro Imaging Channel,metadata_available,2026-11-03T05:26:39.118054+00:00,Astrophotography methods,Adds an astronomical-imaging methods topic from a list the commenter explicitly enjoyed.,47936513,https://news.ycombinator.com/item?id=47936513,"[{""comment_id"": ""47936513"", ""stance"": ""recommend"", ""topic_fit"": ""yes""}]","nayuki includes this specific statistics video among enjoyed resources in a discussion of exposure and image noise. The criticism targets the parent’s claim, not this video.",The parent chain stops after three items. Endorsement applies to a group of videos; the statistical explanation was not verified.,No conflicting stances among supplied comments for this ID; this is not an assessment of wider opinion.,provisional,comment_video_judgments_first_pass.csv,Codex / GPT-6; exact deployment version unavailable,false,false
