{"id":"W1558233455","doi":"10.1086/507025","title":"Radial Velocity Studies of Southern Close Binary Stars. I. Winter Systems","year":2006,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Radial velocity; Binary number; Binary star; Visual binary; Contact binary; Binary system","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":[0.0001976771,0.000180893,0.0002349185,0.001336043,0.0006074205,0.0004188749,0.0002002659,0.0001660809,0.0016452],"category_scores_gemma":[0.0007834734,0.00009971775,0.0001441941,0.0008922138,0.0002034083,0.0002499192,0.0004481737,0.0001487281,0.0007633985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003401547,"about_ca_system_score_gemma":0.00009232301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003591713,"about_ca_topic_score_gemma":0.006242466,"domain_scores_codex":[0.9998662,0.00001321455,0.00001333162,0.00003965444,0.00004001542,0.00002743176],"domain_scores_gemma":[0.9996202,0.0000495732,0.0001171243,0.00004084214,0.00008063041,0.00009151882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003709193,0.00006864019,0.9204595,0.00007025027,0.00006345215,0.0002791439,0.001317838,0.001408997,0.03057379,0.001008307,0.0007963614,0.04358275],"study_design_scores_gemma":[0.000008441438,0.0001506212,0.9904981,0.000006724757,0.00001257402,0.0007093962,0.0002871687,0.001893483,0.002583816,0.0002624251,0.003579725,0.000007483059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963534,0.0002048611,0.0003611245,0.000007283635,0.000004735684,0.000003610457,0.0002387953,0.00002762892,0.002798568],"genre_scores_gemma":[0.9975432,0.0000823223,0.0003678812,0.000005214986,0.000007416996,0.000003517119,0.0008637116,0.00001047104,0.001116315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003591713,"threshold_uncertainty_score":0.00714165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582967990102903,"score_gpt":0.2356897079396132,"score_spread":0.2198600280385842,"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."}}