{"id":"W1983028257","doi":"10.1088/0004-637x/796/2/128","title":"COMPARISON OF ATMOSPHERIC PARAMETERS DETERMINED FROM SPECTROSCOPY AND PHOTOMETRY FOR DA WHITE DWARFS IN THE SLOAN DIGITAL SKY SURVEY","year":2014,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Sky; Photometry (optics); White dwarf; Physics; Astrophysics; Spectral line; Instability strip; Astronomy; Spectroscopy; Stars; Cepheid variable","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":[0.000783188,0.0003012122,0.0002053383,0.002697517,0.0002459422,0.0005008333,0.0001819071,0.0001743047,0.0005606645],"category_scores_gemma":[0.001968447,0.0001202318,0.0003839226,0.002253445,0.0001762753,0.0003132797,0.0004137196,0.00009909336,0.0002380523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006172516,"about_ca_system_score_gemma":0.0003020211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02349016,"about_ca_topic_score_gemma":0.03144446,"domain_scores_codex":[0.9995629,0.00008675147,0.00003896701,0.0001203925,0.0001243523,0.00006660034],"domain_scores_gemma":[0.9987117,0.0003010445,0.0003484908,0.0002157988,0.000322215,0.0001008435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009978413,0.00002212243,0.9788244,0.00004189748,0.0001412008,0.00004941751,0.0001660463,0.003321843,0.005116778,0.0002473707,0.0004327377,0.01153648],"study_design_scores_gemma":[0.00000266252,0.00001021402,0.9973896,0.000002714821,0.00001961234,0.00001896513,0.00005009591,0.001421863,0.0005561848,0.00003200548,0.000492834,0.000003362307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996012,0.000200431,0.0007575842,0.00001462987,0.000004066327,0.000005431968,0.001834173,0.00006279701,0.001108924],"genre_scores_gemma":[0.9930686,0.0001420857,0.001047429,0.000007886048,0.000008080994,0.000005392023,0.005476656,0.00002943848,0.000214532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02349016,"threshold_uncertainty_score":0.04670686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985030479055926,"score_gpt":0.2762887794883013,"score_spread":0.256438474697742,"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."}}