{"id":"W4383102408","doi":"10.3847/1538-4357/acd333","title":"All-sky Faint DA White Dwarf Spectrophotometric Standards for Astrophysical Observatories: The Complete Sample","year":2023,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"SLAC National Accelerator Laboratory; Los Alamos National Laboratory; Argonne National Laboratory; High Energy Physics; Division of Astronomical Sciences; Leibniz-Gemeinschaft; Science Mission Directorate; University of North Carolina at Chapel Hill; College of Engineering, Michigan State University; Lawrence Berkeley National Laboratory; Jet Propulsion Laboratory; University of Colorado Boulder; Office of Science; University of Illinois at Urbana-Champaign; Max-Planck-Institut für Astrophysik; Agencia Nacional de Investigación y Desarrollo; Ministério da Ciência, Tecnologia, Inovações e Comunicações; Eötvös Loránd Tudományegyetem; Yale University; U.S. Department of Energy; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Science and Technology Facilities Council; York University; Ministério da Ciência, Tecnologia e Inovação; Integrated Electronics Engineering Center, Binghamton University; University of Edinburgh; Queen's University; Chinese Academy of Sciences; Deutsche Forschungsgemeinschaft; National Central University; Institut de Física d'Altes Energies; Space Telescope Science Institute; University of Sussex; University of Nottingham; European Commission; University of Oxford; University of Cambridge; Durham University; University of Chicago; National Energy Research Scientific Computing Center; Instituto de Astrofísica de Canarias; Carnegie Institution for Science; Universidad Nacional Autónoma de México; Korea Astronomy and Space Science Institute; National Science Foundation; University of Michigan; University of Notre Dame; Smithsonian Astrophysical Observatory; European Space Agency; University of Washington; Alfred P. Sloan Foundation; Johns Hopkins University; Planetary Science Division; Carnegie Institution of Washington; University of Portsmouth; New Mexico State University; University of Utah; Carnegie Mellon University; Fermilab; Max-Planck-Institut für Astronomie; Michigan State University; Vanderbilt University; Ohio State University; Smithsonian Institution; Financiadora de Estudos e Projetos; University of Pennsylvania; University College London; National Aeronautics and Space Administration; Queen's University Belfast; Gordon and Betty Moore Foundation; California Institute of Technology","keywords":"Physics; White dwarf; Sky; Astrophysics; Astronomy; Sample (material); Stars","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":[0.000773988,0.0004468509,0.000431734,0.002581469,0.0004022317,0.0007320093,0.0005538001,0.0002097793,0.005035229],"category_scores_gemma":[0.001764642,0.0001871859,0.0003325599,0.002571879,0.0001807706,0.0004973768,0.001087609,0.0002824538,0.004952364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003314325,"about_ca_system_score_gemma":0.0007604253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007610078,"about_ca_topic_score_gemma":0.007035724,"domain_scores_codex":[0.9990581,0.00007452715,0.0001071267,0.0002515817,0.0003639266,0.0001448324],"domain_scores_gemma":[0.9970765,0.0001797533,0.0005477945,0.0007789585,0.0009216631,0.0004952809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003088157,0.000150459,0.908749,0.0001218109,0.00009705054,0.00009985414,0.0003848587,0.0003599903,0.009253649,0.0009752279,0.02112686,0.0583725],"study_design_scores_gemma":[0.00001607923,0.00004362044,0.961157,0.00001243174,0.00002698227,0.0001051655,0.0001898348,0.0003843314,0.001580337,0.0001417789,0.03633654,0.00000597497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8915496,0.0007292673,0.003930447,0.0001268803,0.00003765163,0.0001407076,0.08841718,0.000498703,0.0145695],"genre_scores_gemma":[0.7915534,0.0004466251,0.005663354,0.0001231682,0.00009146686,0.0002438125,0.1906366,0.0002826859,0.01095896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007610078,"threshold_uncertainty_score":0.01684451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03867652231483143,"score_gpt":0.2809242490212234,"score_spread":0.2422477267063919,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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