{"id":"W2110634338","doi":"10.1088/0004-637x/785/1/47","title":"AN ADAPTIVE OPTICS MULTIPLICITY CENSUS OF YOUNG STARS IN UPPER SCORPIUS","year":2014,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université de Montréal","funders":"","keywords":"Physics; Stars; Multiplicity (mathematics); Astrophysics; Telescope; Astronomy; Stellar mass; Star formation","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":[0.0002959563,0.0002322455,0.0002228645,0.003181379,0.0004489729,0.0004956009,0.0002675563,0.0001667456,0.000947096],"category_scores_gemma":[0.0009603382,0.0001903331,0.0002008337,0.001499439,0.0003782991,0.0003994645,0.0009975586,0.0001632586,0.0002954725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003275094,"about_ca_system_score_gemma":0.0002364724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005944977,"about_ca_topic_score_gemma":0.008952467,"domain_scores_codex":[0.9997532,0.00001721458,0.00001893468,0.00008436912,0.00007161598,0.00005470989],"domain_scores_gemma":[0.9989869,0.0001193506,0.0003926435,0.00009789678,0.0001411842,0.0002619257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005908332,0.0000170379,0.9797458,0.00001554737,0.00002403595,0.0001543741,0.0002868236,0.0002898583,0.00880936,0.00007545659,0.0001397286,0.0103829],"study_design_scores_gemma":[0.000001305318,0.00002226826,0.998399,0.000002325749,0.000005766362,0.0001959533,0.00006957952,0.0003609458,0.0005730304,0.00002971108,0.0003377981,0.000002336144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992607,0.0000465638,0.0001512245,0.000005005727,4.389379e-7,0.000002835614,0.0001896473,0.00001247825,0.000330988],"genre_scores_gemma":[0.9972802,0.00008141969,0.0006961091,0.000006332484,0.000005080327,0.000005685547,0.001584153,0.000008608212,0.0003323725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005944977,"threshold_uncertainty_score":0.01182073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305575832234622,"score_gpt":0.2337866620870366,"score_spread":0.2207309037646904,"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."}}