{"id":"W2401203412","doi":"10.1093/mnras/stw1277","title":"Massive double white dwarfs and the AM CVn birthrate","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":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Physics; White dwarf; Astrophysics; Black dwarf; Neutron star; Supernova; Astronomy; Brown dwarf; Massive compact halo object; Population; Galaxy; Low Mass; Sky; Stars","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":[0.000347521,0.0001198971,0.0001552208,0.0009985261,0.0003429444,0.0009324898,0.0002807693,0.0002224395,0.0009999713],"category_scores_gemma":[0.002407818,0.0001043275,0.00009968011,0.0003205161,0.0004170302,0.0003280199,0.0007420413,0.0003743125,0.0001689115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004560178,"about_ca_system_score_gemma":0.0002157609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002578862,"about_ca_topic_score_gemma":0.002975156,"domain_scores_codex":[0.9998683,0.00001510413,0.000009991793,0.00003859367,0.00003338682,0.00003466073],"domain_scores_gemma":[0.9986044,0.0002579127,0.000649229,0.00009673211,0.00007119477,0.0003206205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001252584,0.00001594616,0.9880545,0.00001137272,0.00001126885,0.000410946,0.0001820939,0.0002035089,0.002222395,0.001162729,0.0002392388,0.007360797],"study_design_scores_gemma":[0.000004197617,0.00002452649,0.9939997,0.00001564926,0.000008171906,0.002069797,0.0001142108,0.0007022797,0.0006490215,0.0009303597,0.001476061,0.000005992161],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972417,0.0005469547,0.0002416179,0.00006866142,0.000009162708,0.000002231887,0.0001303875,0.00001221379,0.001747044],"genre_scores_gemma":[0.9993616,0.0001174063,0.0001146628,0.000009262943,0.000009216892,0.000001297721,0.0001273729,0.000003782125,0.0002554781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002578862,"threshold_uncertainty_score":0.005127668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007813316524851076,"score_gpt":0.1971492022853334,"score_spread":0.1893358857604823,"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."}}