{"id":"W3119553618","doi":"10.1016/j.newast.2020.101565","title":"The overcontact binary RZ Tauri","year":2021,"lang":"en","type":"article","venue":"New Astronomy","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Environment Canada","keywords":"Physics; Light curve; Astrophysics; Radial velocity; Binary number; Astronomy; Stars","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001890177,0.0001863711,0.0003125538,0.0006247197,0.001132979,0.001030926,0.0002697895,0.0004183651,0.00426396],"category_scores_gemma":[0.0006428096,0.0001004987,0.0000520447,0.0006389198,0.0004925487,0.0007455528,0.0008834789,0.0004796757,0.001691388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003298777,"about_ca_system_score_gemma":0.0001680591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116296,"about_ca_topic_score_gemma":0.001877435,"domain_scores_codex":[0.9998798,0.00001593313,0.000005072508,0.00003306984,0.000034712,0.00003132997],"domain_scores_gemma":[0.9995945,0.00006249506,0.0001363424,0.00006819046,0.00003056966,0.0001079263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004374078,0.0007857291,0.4932535,0.0004159375,0.0001144622,0.0123206,0.006839706,0.001273406,0.1928575,0.07078742,0.02603387,0.1909437],"study_design_scores_gemma":[0.0002032273,0.0009884569,0.8587053,0.00009753184,0.00008150256,0.01464888,0.003249027,0.003136189,0.01071045,0.0107249,0.09740979,0.00004470706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754378,0.0005631524,0.0003119894,0.0003140127,0.00006121107,0.000006879846,0.0002447222,0.0000461653,0.02301405],"genre_scores_gemma":[0.9959538,0.00009062537,0.0001241975,0.00008233737,0.00005686225,0.00000208256,0.0004035413,0.00001268834,0.003273877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00426396,"threshold_uncertainty_score":0.0142644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009709124155612708,"score_gpt":0.2202334766510005,"score_spread":0.2105243524953878,"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."}}