{"id":"W2075911623","doi":"10.1088/0004-6256/141/6/200","title":"SINGLE-LINED SPECTROSCOPIC BINARY STAR CANDIDATES IN THE RAVE SURVEY","year":2011,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Leibniz-Gemeinschaft; W. M. Keck Foundation; Agence Nationale de la Recherche; Australian Astronomical Optics-Macquarie; Deutsche Forschungsgemeinschaft; Javna Agencija za Raziskovalno Dejavnost RS; Macquarie University; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Johns Hopkins University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Istituto Nazionale di Astrofisica; National Science Foundation","keywords":"Stars; Radial velocity; Binary star; Population; Binary number; Variable star; Giant star; Cataclysmic variable star","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007263692,0.0001677942,0.0002189498,0.00004131072,0.0002248919,0.00007719234,0.0004411408,0.00002254331,0.0008260753],"category_scores_gemma":[0.00001503444,0.00009015557,0.00008708411,0.00008097234,0.0001291871,0.00007399868,0.00005939349,0.000481998,0.00009781521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003264788,"about_ca_system_score_gemma":0.00005363653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005732,"about_ca_topic_score_gemma":0.00009596426,"domain_scores_codex":[0.9986962,0.0003585235,0.0002993507,0.0001387449,0.0001307333,0.0003764673],"domain_scores_gemma":[0.9991617,0.0003910492,0.0001378311,0.0002197205,0.00002478519,0.00006487485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001391383,0.0001190269,0.9965488,6.844422e-7,0.00009052103,0.000002482014,0.001129154,0.00001718528,0.00003334696,0.0001552245,0.00102001,0.0007444178],"study_design_scores_gemma":[0.0005369044,0.0001561924,0.9967384,0.000009283446,0.00003610856,0.000007341804,0.0007457505,0.00008623579,0.000214688,0.001069239,0.0002959695,0.0001039112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908247,0.0001385923,0.000227232,0.0003104238,0.0002729899,0.0001186406,0.000009231029,0.00000525332,0.008092962],"genre_scores_gemma":[0.998863,0.000006542762,0.0003012697,0.0000504963,0.0006592216,0.000003617213,0.00001813125,0.00001055559,0.00008718125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008038309,"threshold_uncertainty_score":0.9044945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03665968976260987,"score_gpt":0.2369829340044691,"score_spread":0.2003232442418592,"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."}}