{"id":"W3105429990","doi":"","title":"Radial Velocity Studies of Close Binary Stars. XIV 1","year":2012,"lang":"en","type":"article","venue":"","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Astrophysics; Physics; Contact binary; Radial velocity; Binary number; Stars; Light curve; Binary star; Binary system; Amplitude; Astronomy; Optics; 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":[0.0002986066,0.0002665307,0.0003727375,0.00251102,0.0008418887,0.000457636,0.0004050732,0.0004183685,0.006577768],"category_scores_gemma":[0.001074981,0.0001831946,0.0002072644,0.001448975,0.0002342631,0.0003653162,0.0007117284,0.000356308,0.002730907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420468,"about_ca_system_score_gemma":0.0000841962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756321,"about_ca_topic_score_gemma":0.002776685,"domain_scores_codex":[0.9997739,0.00002502666,0.00001471538,0.00007089971,0.00008683443,0.00002857755],"domain_scores_gemma":[0.999415,0.0001053409,0.0001399356,0.00009032543,0.0001714149,0.0000778766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001125967,0.0004918019,0.3821564,0.0008249614,0.0001540262,0.0009514791,0.002731221,0.00549225,0.3704285,0.00869971,0.009961628,0.2169821],"study_design_scores_gemma":[0.00002943642,0.0007876724,0.9324861,0.00006732097,0.00004363169,0.001831788,0.0005672112,0.005765541,0.03173413,0.001683294,0.02496252,0.00004138836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636245,0.002788406,0.005875476,0.00004700443,0.00005419322,0.00004421355,0.001244023,0.0002069276,0.02611518],"genre_scores_gemma":[0.9862548,0.0004631385,0.002246438,0.00002872473,0.00004849839,0.00001657655,0.002527745,0.00007397675,0.008340055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006577768,"threshold_uncertainty_score":0.02200478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03120934197559084,"score_gpt":0.2735608232281659,"score_spread":0.2423514812525751,"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."}}