{"id":"W4221164942","doi":"10.1051/0004-6361/202243584","title":"The miniJPAS survey: White dwarf science with 56 optical filters","year":2022,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Instituto de Astrofísica de Andalucía; Universidad Nacional Autónoma de México; Lawrence Berkeley National Laboratory; Financiadora de Estudos e Projetos; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo; Ministério da Ciência, Tecnologia e Inovação; Ministerio de Economía y Competitividad; University of Oxford; York University; Carnegie Institution for Science; Ministerio de Ciencia, Innovación y Universidades; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Alfred P. Sloan Foundation; University of Washington; European Space Agency; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; U.S. Department of Energy; Smithsonian Institution; New Mexico State University; University of Portsmouth; Vanderbilt University; Agencia Estatal de Investigación; Yale University; Ministerio de Ciencia e Innovación; European Commission","keywords":"White dwarf; Physics; Astrophysics; Balmer series; QSOS; Photometry (optics); Population; Effective temperature; Spectral line; Spectroscopy; Astronomy; Galaxy; Stars; Emission spectrum; Quasar","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":[0.000649001,0.0005360505,0.0003980119,0.003193929,0.0003546567,0.0006641682,0.0006277723,0.0002195379,0.002207716],"category_scores_gemma":[0.001028983,0.000278797,0.0005007891,0.002166456,0.0001897048,0.0006832529,0.001225922,0.0002623639,0.001141714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000376375,"about_ca_system_score_gemma":0.0005709257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009827192,"about_ca_topic_score_gemma":0.01328994,"domain_scores_codex":[0.9995652,0.00005299372,0.00002913436,0.0001572863,0.0001198817,0.00007547451],"domain_scores_gemma":[0.9981655,0.00009417008,0.0008113104,0.0002077774,0.0002243714,0.0004968283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003011625,0.00007752193,0.9566869,0.0001257632,0.0001744061,0.0001853533,0.0004225597,0.0004112573,0.01119157,0.0007063247,0.006056756,0.02366038],"study_design_scores_gemma":[0.000009128512,0.00002885124,0.9942091,0.000005041661,0.00002178125,0.0001528166,0.00005931401,0.0003538967,0.0003708079,0.00008071683,0.004704635,0.000004142572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788694,0.0003726022,0.001353759,0.0001176588,0.00002129188,0.00005767688,0.01644563,0.0001877235,0.002574378],"genre_scores_gemma":[0.9403867,0.0005295138,0.007049016,0.0001354965,0.0001790804,0.0001796637,0.04849754,0.0001049491,0.002938163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009827192,"threshold_uncertainty_score":0.01954001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009223870149303105,"score_gpt":0.203945110647706,"score_spread":0.1947212404984029,"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."}}