{"id":"W1991174951","doi":"10.1093/mnras/stv256","title":"The relationship between X-ray luminosity and duty cycle for dwarf novae and their specific frequency in the inner Galaxy","year":2015,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Science and Technology Facilities Council","keywords":"Physics; Astrophysics; Luminosity; Dwarf nova; Duty cycle; Bulge; Astronomy; Galaxy; Stars; White dwarf","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":[0.0005156054,0.0001523548,0.0001480302,0.001452528,0.0001988382,0.0004893874,0.0003145216,0.0002556237,0.001035273],"category_scores_gemma":[0.005740547,0.0001699108,0.0001524754,0.0005011021,0.0002946918,0.0004343586,0.0005288228,0.0002490532,0.0002882616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002411571,"about_ca_system_score_gemma":0.00008320744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277404,"about_ca_topic_score_gemma":0.001424941,"domain_scores_codex":[0.9997014,0.00003937491,0.00003332898,0.0001213887,0.00005232969,0.00005213199],"domain_scores_gemma":[0.9947385,0.002064193,0.00170496,0.000529572,0.0004305825,0.00053216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005385134,0.00001141737,0.9898614,0.00001130696,0.00002143708,0.000030422,0.00008705206,0.0004557945,0.003317135,0.0001347408,0.00005322183,0.005962236],"study_design_scores_gemma":[0.000002186341,0.00002898453,0.9974325,0.000003279024,0.000005583976,0.0002575454,0.00003078236,0.001281534,0.0006047697,0.0001110603,0.0002376397,0.000003971825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971226,0.0002140928,0.001149305,0.00001757025,0.000003701107,0.000004782678,0.0001914414,0.00002585482,0.001270656],"genre_scores_gemma":[0.9988255,0.00006911031,0.000427277,0.000008371017,0.000005421946,0.000004182502,0.0004205653,0.000006877213,0.0002325718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001452528,"threshold_uncertainty_score":0.003463328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0303339472244297,"score_gpt":0.2310889891726427,"score_spread":0.200755041948213,"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."}}