{"id":"W3100897909","doi":"","title":"A Determination of the Luminosity Function of DA White Dwarfs from the Kiso Survey","year":2012,"lang":"en","type":"article","venue":"","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"White dwarf; Luminosity; Luminosity function; Physics; Stars; Astrophysics; Astronomy; Ultraviolet; Function (biology); Atmosphere (unit); Galaxy; Meteorology; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004020912,0.0002030861,0.0001304847,0.002039137,0.0003144272,0.0004391091,0.000238468,0.0001738971,0.0008645501],"category_scores_gemma":[0.001363066,0.0001181909,0.0001105225,0.0008590111,0.0002420721,0.000249604,0.000439577,0.0001652755,0.0005509279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005159535,"about_ca_system_score_gemma":0.0003113897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01543842,"about_ca_topic_score_gemma":0.02837356,"domain_scores_codex":[0.9998324,0.00002346124,0.00001206149,0.00004837843,0.00004949523,0.00003419641],"domain_scores_gemma":[0.9990086,0.0001190334,0.0002713039,0.0001212949,0.0003142939,0.000165524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002718462,0.00001003324,0.9851936,0.00001942994,0.00001647199,0.00004522121,0.0002549433,0.0001571775,0.006058269,0.0002770484,0.0003429932,0.007597713],"study_design_scores_gemma":[0.00000138465,0.00001158029,0.9981794,0.000003378836,0.000005297911,0.00006198007,0.00008818214,0.0003550003,0.0005246121,0.00004722382,0.0007200296,0.000001947361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974808,0.00009509697,0.000536414,0.00002867871,0.000001790206,0.000004125875,0.000687863,0.00001646167,0.001148774],"genre_scores_gemma":[0.9979187,0.00006059757,0.0005353914,0.00001247967,0.000002611024,0.000004100833,0.001104381,0.000005888901,0.0003559249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01543842,"threshold_uncertainty_score":0.03069711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430884772561943,"score_gpt":0.2296406025099116,"score_spread":0.2053317547842922,"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."}}