{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009203557,0.0001801367,0.0004923518,0.00285077,0.0003434555,0.0006259555,0.0003272874,0.0002910758,0.002952977],"category_scores_gemma":[0.001885378,0.0001607813,0.0002670331,0.001417827,0.0001384776,0.0003977199,0.000867926,0.000183386,0.001707196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351671,"about_ca_system_score_gemma":0.0001712687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075683,"about_ca_topic_score_gemma":0.001582153,"domain_scores_codex":[0.9993269,0.00008894488,0.00006077442,0.0001988735,0.0001650776,0.0001593972],"domain_scores_gemma":[0.9987634,0.000181529,0.0004176909,0.0001916244,0.0002285655,0.0002171903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002655352,0.00007230772,0.9593754,0.00007261259,0.00004544821,0.0004007476,0.0003215867,0.0002011373,0.007486704,0.0002841868,0.001056141,0.03041803],"study_design_scores_gemma":[0.000008505785,0.0001053613,0.9918041,0.00002152792,0.0000228463,0.001070053,0.0002223045,0.0004739544,0.001431187,0.00008858769,0.004744774,0.000006733944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962082,0.0004417395,0.0006078212,0.00001972291,0.000007809098,0.00002771207,0.001420781,0.00004636718,0.001219733],"genre_scores_gemma":[0.9909917,0.0002644235,0.001430766,0.00003063774,0.00001055269,0.00002580353,0.005597375,0.00001833594,0.001630451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002952977,"threshold_uncertainty_score":0.009878635,"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."}}