{"id":"W109559700","doi":"10.1017/s0074180900211911","title":"Binaries among the WN population in the Magellanic Clouds","year":2003,"lang":"en","type":"article","venue":"Symposium - International Astronomical Union","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"American Museum of Natural History","keywords":"ROSAT; Astrophysics; Physics; Stars; Astronomy; Large Magellanic Cloud; Population; Small Magellanic Cloud; Radial velocity; Galaxy; Demography","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":[0.0003490993,0.0001436203,0.0001181247,0.00004399051,0.0001497253,0.0001003355,0.0002920027,0.0000307736,0.0003143011],"category_scores_gemma":[0.00001358591,0.00008998955,0.00008076532,0.00007701708,0.0000867721,0.0001100721,0.00003922675,0.0002047212,0.00004942827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005004554,"about_ca_system_score_gemma":0.00001552591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000841056,"about_ca_topic_score_gemma":0.00006113988,"domain_scores_codex":[0.9989771,0.0002024748,0.0002464533,0.0001952176,0.0001827686,0.0001960126],"domain_scores_gemma":[0.9994364,0.0002393323,0.00009620146,0.0001747978,0.0000276543,0.00002555399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000140373,0.00005458728,0.9633919,9.622673e-7,0.0000464392,3.441463e-7,0.000258574,0.001325811,0.00001533727,0.03392172,0.0004723852,0.0004979077],"study_design_scores_gemma":[0.0003496295,0.00002655715,0.9888626,0.00000880605,0.00001951097,0.000001218413,0.0005222319,0.000867533,0.00007351464,0.002208339,0.006952664,0.0001073404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.913736,0.00002664932,0.0006260292,0.002161839,0.0008204023,0.0002074058,0.000009231057,0.00001184359,0.08240063],"genre_scores_gemma":[0.9987616,0.00000355551,0.00008754448,0.00006276851,0.0004312874,0.0000227706,0.0001577003,0.000009000456,0.0004637589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08502564,"threshold_uncertainty_score":0.3669667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006973386302269139,"score_gpt":0.216548233345167,"score_spread":0.2095748470428978,"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."}}