{"id":"W4386121218","doi":"10.3847/1538-4357/ace5aa","title":"The Demographics, Stellar Populations, and Star Formation Histories of Fast Radio Burst Host Galaxies: Implications for the Progenitors","year":2023,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"SLAC National Accelerator Laboratory; Los Alamos National Laboratory; Argonne National Laboratory; Planetary Science Division; Australian Research Council; Quest High Performance Computing; Science Mission Directorate; College of Engineering, Michigan State University; Lawrence Berkeley National Laboratory; Jet Propulsion Laboratory; Office of Science; University of Illinois at Urbana-Champaign; Agencia Nacional de Investigación y Desarrollo; Ministério da Ciência, Tecnologia, Inovações e Comunicações; Commonwealth Scientific and Industrial Research Organisation; Eötvös Loránd Tudományegyetem; Brookhaven National Laboratory; Max-Planck-Gesellschaft; Science and Technology Facilities Council; York University; Ministério da Ciência, Tecnologia e Inovação; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; European Southern Observatory; National Central University; Space Telescope Science Institute; University of Sussex; European Commission; Gordon and Betty Moore Foundation; Australian Government; Princeton University; NASA Exoplanet Science Institute; Korea Astronomy and Space Science Institute; National Astronomical Observatory of Japan; University of Portsmouth; New Mexico State University; Smithsonian Astrophysical Observatory; European Space Agency; University of California, Los Angeles; University of Washington; Alfred P. Sloan Foundation; Johns Hopkins University; Carnegie Mellon University; Fermilab; Max-Planck-Institut für Astronomie; Michigan State University; Vanderbilt University; University of Chicago; Integrated Electronics Engineering Center, Binghamton University; Queen's University; University of North Carolina at Chapel Hill; Harvard University; Durham University; Northwestern University; Ohio State University; Research Corporation for Science Advancement; Government of Western Australia; Yale University; U.S. Department of Energy; Smithsonian Institution; Financiadora de Estudos e Projetos; University of Pennsylvania; University College London; National Aeronautics and Space Administration; Science and Industry Endowment Fund; Queen's University Belfast; Macquarie University; W. M. Keck Foundation; California Institute of Technology; National Science Foundation","keywords":"Physics; Astrophysics; Star formation; Galaxy; Stellar mass; Stellar population; Supernova; Astronomy; Population; Magnetar; Stellar evolution; Stars; Neutron star; Medicine","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":[0.0008641989,0.0002136464,0.0002455171,0.0008277494,0.0002855952,0.0009587338,0.0004133845,0.0002758382,0.001409617],"category_scores_gemma":[0.004532348,0.0001720895,0.0002389963,0.0005922794,0.0003245429,0.0007280109,0.0004834526,0.0002372939,0.0003271455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001949016,"about_ca_system_score_gemma":0.0001865787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003492679,"about_ca_topic_score_gemma":0.003278595,"domain_scores_codex":[0.9997949,0.0000545734,0.00001993162,0.00006729597,0.00003335824,0.00002994343],"domain_scores_gemma":[0.9966834,0.001106761,0.001334904,0.0002462901,0.0001569774,0.0004717421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001499531,0.000004162716,0.9980742,0.000002699659,0.000007716105,0.00001813701,0.00005600626,0.0001015814,0.0003845359,0.00003452424,0.0000197549,0.001281644],"study_design_scores_gemma":[7.616177e-7,0.00001865773,0.9989849,0.000003269147,0.000005514168,0.00009139413,0.0001285123,0.0005166943,0.00008895709,0.00008309325,0.00007655238,0.000001686213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991671,0.0001677761,0.000201722,0.00003092347,7.060568e-7,0.000002025136,0.0002407667,0.000003853577,0.0001850897],"genre_scores_gemma":[0.9995341,0.00008450886,0.0001095742,0.000006326238,0.000002846082,0.000001579186,0.0001978664,0.000002578064,0.00006069468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003492679,"threshold_uncertainty_score":0.006944716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388020550240438,"score_gpt":0.3168130554661736,"score_spread":0.2929328499637692,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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