{"id":"W131842422","doi":"10.1017/s0074180900210760","title":"Searching for Wide Binary Brown Dwarfs around Nearby Stars","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","funders":"","keywords":"Brown dwarf; Stars; Physics; Astrophysics; Luminosity; Binary number; Astronomy; Binary star; Galaxy; Mathematics","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":[0.0001949158,0.0001934095,0.0002015074,0.00008676001,0.0001497937,0.00009109829,0.000168976,0.00003921054,0.0002356864],"category_scores_gemma":[0.00002022659,0.0001897131,0.0001655911,0.00004763581,0.00007193476,0.000170231,0.00005414795,0.0001767305,0.00004102896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009399245,"about_ca_system_score_gemma":0.00006872544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001552411,"about_ca_topic_score_gemma":0.000003506325,"domain_scores_codex":[0.9988543,0.00006325103,0.0002707454,0.0003282375,0.0001778209,0.0003056341],"domain_scores_gemma":[0.9992729,0.0002932485,0.00009404813,0.0001494032,0.00008147455,0.0001088687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001336977,0.000200523,0.9741276,0.000008767772,0.0003162805,7.612817e-7,0.0001262334,0.002483357,0.0005424161,0.01810074,0.001208813,0.00275084],"study_design_scores_gemma":[0.005548089,0.0007743741,0.6161124,0.0001140852,0.0002037163,0.00001420834,0.0009971762,0.01438495,0.004867449,0.007931029,0.3479433,0.001109243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8718837,0.00003501382,0.01967911,0.003141976,0.001341856,0.0004801025,0.00008205444,0.00004426356,0.1033119],"genre_scores_gemma":[0.9927145,0.000003570681,0.005016163,0.00007513212,0.0005120656,0.00003442536,0.0004603997,0.00002319837,0.001160572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3580152,"threshold_uncertainty_score":0.7736276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224898675819209,"score_gpt":0.2441098517756738,"score_spread":0.2318608650174817,"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."}}