{"id":"W2058862343","doi":"10.1086/346274","title":"Carbon Star Survey in the Local Group. V. The Outer Disk of M31","year":2003,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Physics; Astrophysics; Stars; Spiral galaxy; Star count; Carbon star; Star formation; Astronomy; T Tauri star; K-type main-sequence star","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":[],"consensus_categories":[],"category_scores_codex":[0.001446604,0.0001438649,0.0002133787,0.00002081978,0.0001646767,0.00005020292,0.0004150456,0.00002179247,0.0001214775],"category_scores_gemma":[0.00001949638,0.0000626256,0.0001138788,0.00007660009,0.000232066,0.00003812888,0.00004036139,0.0005229029,0.000009932714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000207273,"about_ca_system_score_gemma":0.00003980868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000785857,"about_ca_topic_score_gemma":0.0001032782,"domain_scores_codex":[0.9983521,0.000740326,0.0003252274,0.0001096712,0.0001774107,0.000295281],"domain_scores_gemma":[0.9987289,0.0007967298,0.0001508889,0.0002563056,0.00002524623,0.00004190539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005229004,0.00006279067,0.9953414,7.545648e-7,0.0001033918,5.907968e-7,0.0006233653,0.0003569981,0.000003049367,0.0009294168,0.0003885624,0.002137452],"study_design_scores_gemma":[0.0004594521,0.00005727556,0.9957101,0.000006843422,0.00004318506,0.000009162556,0.00142814,0.0001598236,0.00002895303,0.001030411,0.0009895285,0.00007716005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924927,0.0002047611,0.001233734,0.0004917467,0.0002470875,0.0001214612,0.000008387296,0.000001898281,0.005198186],"genre_scores_gemma":[0.9995133,0.000007028,0.00005765521,0.00004771391,0.0003265309,0.000003692211,0.000005148736,0.00000849429,0.00003045086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007020548,"threshold_uncertainty_score":0.2553798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172586599731054,"score_gpt":0.2216156609562888,"score_spread":0.2043570009831834,"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."}}