{"id":"W4405721178","doi":"10.1007/978-3-031-12934-6_5","title":"Western University Astronomy","year":2023,"lang":"en","type":"book-chapter","venue":"Historical & cultural astronomy","topic":"Historical Astronomy and Related Studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; Herzberg Institute of Astrophysics; University of British Columbia","funders":"","keywords":"Astronomy; Astrophysics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001040222,0.0009947249,0.00114169,0.0002119044,0.0006373236,0.00004784781,0.0005905954,0.0003920053,0.002140828],"category_scores_gemma":[0.000002695004,0.0009184958,0.0009647759,0.0001407947,0.0002274216,0.000330579,0.0004016462,0.001475892,0.006131225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002667123,"about_ca_system_score_gemma":0.0001497169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001770323,"about_ca_topic_score_gemma":0.000009453153,"domain_scores_codex":[0.9969766,0.00004503193,0.0006648934,0.0009250527,0.0004076209,0.0009808007],"domain_scores_gemma":[0.9981452,0.00009971728,0.0005015093,0.0005005353,0.0001750305,0.0005779766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001979622,0.0004854585,0.01312705,0.00009691916,0.003857136,0.00006950524,0.001540073,0.0001407076,0.00001944142,0.2804361,0.3633612,0.3366685],"study_design_scores_gemma":[0.0004979601,0.00008595206,0.0002043628,0.00007699106,0.0004124898,0.000001339258,0.0003170567,7.216032e-7,0.000002989904,0.0003641488,0.9971107,0.0009253069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001122314,0.0008203539,0.01273556,0.0004862211,0.00295579,0.0006157836,0.0002423229,0.0004935695,0.9815382],"genre_scores_gemma":[0.003566509,0.00002084282,0.003038279,0.00001243335,0.002880652,0.00001882777,0.0004442158,0.0001295595,0.9898887],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6337495,"threshold_uncertainty_score":0.9993266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309057031820169,"score_gpt":0.2065418067877038,"score_spread":0.1834512364695021,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}