{"id":"W2030663701","doi":"10.1088/0004-637x/783/2/121","title":"BANYAN. II. VERY LOW MASS AND SUBSTELLAR CANDIDATE MEMBERS TO NEARBY, YOUNG KINEMATIC GROUPS WITH PREVIOUSLY KNOWN SIGNS OF YOUTH","year":2014,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":302,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Parallax; Proper motion; Bayesian probability; Kinematics; Astrophysics; Sky; Stars; Outlier; Physics; Artificial intelligence; Computer science; Astronomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002331974,0.0004534134,0.0004903818,0.002432654,0.001002059,0.001579636,0.0008659207,0.0003953629,0.002322011],"category_scores_gemma":[0.005462789,0.0002747953,0.0004380143,0.001200315,0.0003608567,0.0005004783,0.001329728,0.0004511266,0.0008164436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007554207,"about_ca_system_score_gemma":0.001228818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0202612,"about_ca_topic_score_gemma":0.02675163,"domain_scores_codex":[0.9991397,0.0001567006,0.00005842587,0.0002601342,0.0002556743,0.0001292247],"domain_scores_gemma":[0.9977489,0.0005769829,0.0007438337,0.0002227484,0.0004752105,0.0002323032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002676809,0.00007755066,0.8724498,0.0001188122,0.0002372745,0.0002400581,0.0005986262,0.008945534,0.008832172,0.004451878,0.002931297,0.1008493],"study_design_scores_gemma":[0.00003993309,0.00008213508,0.810828,0.00008217159,0.0002238517,0.0008297288,0.0006338726,0.1449173,0.009606893,0.01134227,0.02135105,0.0000629147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7989094,0.0008803021,0.1837325,0.0002024033,0.00003150244,0.0002485719,0.004101192,0.001135577,0.01075856],"genre_scores_gemma":[0.9207797,0.0002096959,0.06884485,0.00007684403,0.0000363205,0.000116271,0.006085238,0.000154288,0.00369683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0202612,"threshold_uncertainty_score":0.04028654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00620322648359843,"score_gpt":0.1947715566978073,"score_spread":0.1885683302142089,"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."}}