{"id":"W2126821795","doi":"10.1051/0004-6361:20053098","title":"Candidate spectroscopic binaries in the Sloan Digital Sky Survey","year":2005,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"Los Alamos National Laboratory; U.S. Naval Observatory; Goddard Space Flight Center; Fermilab; Max-Planck-Institut für Astronomie; Max-Planck-Gesellschaft; University of Pittsburgh; Johns Hopkins University; University of Chicago; U.S. Department of Energy; Princeton University; New Mexico State University; University of Portsmouth; National Science Foundation; University of Washington; Alfred P. Sloan Foundation; National Aeronautics and Space Administration","keywords":"Stars; Sky; Astrophysics; Halo; Physics; Radial velocity; Binary number; Binary star; Astronomy; Galactic halo; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007895649,0.0001614355,0.0001981009,0.003160401,0.0007380004,0.0009089204,0.0002400635,0.0001988621,0.001139498],"category_scores_gemma":[0.001627079,0.0001761077,0.0001187023,0.002350921,0.0003920281,0.0004703469,0.001073027,0.0001655825,0.0003181008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007030331,"about_ca_system_score_gemma":0.0004871283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02009347,"about_ca_topic_score_gemma":0.06023139,"domain_scores_codex":[0.9994928,0.00006963994,0.00004550378,0.0000991792,0.0001488203,0.0001440166],"domain_scores_gemma":[0.9983401,0.0002096574,0.0006931445,0.0001271683,0.0002503658,0.0003794531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005259314,0.00001106424,0.9952559,0.000009899663,0.00001200814,0.00004174378,0.0000894753,0.00010087,0.0006385042,0.0001027356,0.0002587893,0.003426488],"study_design_scores_gemma":[0.000003823153,0.00001395653,0.997724,0.000008686021,0.000009590839,0.00009094312,0.0001837322,0.0004597138,0.0002986261,0.00006915824,0.001134701,0.000003027318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983817,0.00020983,0.0001042206,0.00003908104,0.000002342145,0.000004018987,0.000579478,0.000009901016,0.0006693982],"genre_scores_gemma":[0.99765,0.0001142311,0.000229691,0.000020078,0.000003373271,0.000003682407,0.001646057,0.000003877778,0.0003290441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02009347,"threshold_uncertainty_score":0.03995305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008166378487643206,"score_gpt":0.2107214052959483,"score_spread":0.2025550268083051,"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."}}