{"id":"W2211357307","doi":"10.1093/mnras/stv2921","title":"Statistical properties of dwarf novae-type cataclysmic variables: the outburst catalogue","year":2016,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Yale University; Science Mission Directorate; University of Portsmouth; University of California, Los Angeles; Harvard University; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; York University; Carnegie Mellon University; Office of Science; Princeton University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; College of Engineering, Michigan State University; Ohio State University; New Mexico State University; Vanderbilt University; National Science Foundation; Brookhaven National Laboratory; U.S. Department of Energy; California Institute of Technology; National Aeronautics and Space Administration; Jet Propulsion Laboratory","keywords":"Physics; Dwarf nova; Astrophysics; Cataclysmic variable star; Duty cycle; Orbital period; Absolute magnitude; Nova (rocket); Astronomy; Light curve; White dwarf; 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":[0.001062797,0.0002815011,0.0004248797,0.004108551,0.0002748553,0.00091838,0.0004167131,0.000180257,0.004031172],"category_scores_gemma":[0.00349252,0.0001452614,0.0003224971,0.002854933,0.0001879728,0.0003502028,0.0006640121,0.0002320085,0.001299728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005128838,"about_ca_system_score_gemma":0.0003746872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007857253,"about_ca_topic_score_gemma":0.00631065,"domain_scores_codex":[0.9993467,0.00009163368,0.0001097994,0.0001697038,0.0001706189,0.0001116002],"domain_scores_gemma":[0.9947873,0.0009734909,0.001295292,0.001395404,0.00101632,0.0005320879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002434546,0.00004893563,0.9733629,0.00006599796,0.00004846793,0.0001126352,0.0002090924,0.0009378488,0.001689786,0.0002886551,0.005447601,0.01754462],"study_design_scores_gemma":[0.000007215426,0.00001889395,0.9933981,0.000007125762,0.000007869159,0.000152601,0.00006476813,0.0004583758,0.0002429483,0.00007668826,0.005559757,0.000005641744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306103,0.0003108214,0.001644705,0.00003612666,0.00001776144,0.00007392096,0.06046758,0.0002266259,0.006612076],"genre_scores_gemma":[0.8012292,0.0002514522,0.001692188,0.00002936519,0.00003415119,0.0001253304,0.1926865,0.0001379439,0.003813773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007857253,"threshold_uncertainty_score":0.01562303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430599160853765,"score_gpt":0.2048440242824515,"score_spread":0.1905380326739139,"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."}}