{"id":"W2529873760","doi":"10.3847/1538-4357/833/1/83","title":"EVOLUTION OF CATACLYSMIC VARIABLES AND RELATED BINARIES CONTAINING A WHITE DWARF","year":2016,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Bishop's University","funders":"","keywords":"White dwarf; Orbital period; Accretion (finance); Cataclysmic variable star; Binary number; Population; Binary star; Orbital plane","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001213804,0.0001366702,0.0002246703,0.00003618227,0.0002980723,0.00004293353,0.0001873675,0.00002081064,0.0001126851],"category_scores_gemma":[0.00001450609,0.00007120005,0.0001066173,0.0001630315,0.0003078044,0.0002806682,0.00008566665,0.0002211373,0.00001786156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003801131,"about_ca_system_score_gemma":0.0000768699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003492303,"about_ca_topic_score_gemma":2.25906e-7,"domain_scores_codex":[0.9990432,0.0000946552,0.0003001606,0.0001343285,0.0001763626,0.0002512502],"domain_scores_gemma":[0.9992086,0.0001590567,0.0002468412,0.0001752303,0.000110613,0.00009965624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001737964,0.0002274726,0.03233467,0.000005472153,0.0002881105,0.000002455971,0.0007928156,0.001350363,0.1965439,0.742081,0.000260927,0.025939],"study_design_scores_gemma":[0.004045708,0.001300605,0.409095,0.0003476903,0.0004023814,0.00001590925,0.003162917,0.003923971,0.002664905,0.5739536,0.0005118977,0.0005753449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8636621,0.00002943065,0.1347285,0.0009345454,0.00008694689,0.00007059571,0.00002324767,0.0000120084,0.0004525855],"genre_scores_gemma":[0.9981298,0.000001937729,0.001175347,0.000009708553,0.0003877778,0.000004963536,0.000002261023,0.00001343637,0.0002748002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3767604,"threshold_uncertainty_score":0.2903454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00797922289837154,"score_gpt":0.2081600046379291,"score_spread":0.2001807817395575,"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."}}