{"id":"W6940685925","doi":"10.1051/0004-6361/202243337/pdf","title":"The population of hot subdwarf stars studied with","year":2022,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; U.S. Naval Observatory; INAF-Osservatorio Astronomico di Padova; College of Engineering, Michigan State University; University of Colorado Boulder; Office of Science; Fermilab; Max-Planck-Institut für Astronomie; National Development and Reform Commission; Eötvös Loránd Tudományegyetem; Universidad Nacional Autónoma de México; Brookhaven National Laboratory; Max-Planck-Gesellschaft; Science and Technology Facilities Council; York University; Ministério da Ciência, Tecnologia e Inovação; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Chinese Academy of Sciences; Lawrence Berkeley National Laboratory; Astrophysics Division; Jet Propulsion Laboratory; Monash University; University of Oxford; Australian National Data Service; Durham University; University of California, Los Angeles; University of Washington; Curtin University of Technology; Instituto de Astrofísica de Canarias; Carnegie Institution for Science; Gordon and Betty Moore Foundation; Australian Government; National Central University; European Southern Observatory; Space Telescope Science Institute; Australian National University; National Cancer Institute; Australian Astronomical Optics-Macquarie; Astronomy Australia Limited; University of Utah; New Mexico State University; University of Portsmouth; Universität Basel; National Science Foundation; Case Western Reserve University; Carnegie Mellon University; University of Pittsburgh; University of Notre Dame; University of Arizona; Max-Planck-Institut für Astrophysik; Università degli Studi di Padova; Smithsonian Astrophysical Observatory; European Space Agency; Princeton University; Alfred P. Sloan Foundation; Johns Hopkins University; Planetary Science Division; Carnegie Institution of Washington; Queen's University; Harvard University; Ohio State University; Leibniz-Gemeinschaft; Science Mission Directorate; National Computational Infrastructure; Vanderbilt University; Drexel University; Yale University; U.S. Department of Energy; Smithsonian Institution; National Aeronautics and Space Administration; Swinburne University of Technology; Queen's University Belfast; National Astronomical Observatories, Chinese Academy of Sciences; California Institute of Technology","keywords":"Subdwarf; Stars; Astrometry; Galactic plane; Photometry (optics); Population; Stellar population; Metallicity","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":[0.0004305585,0.0001939267,0.0003052622,0.001312795,0.0005171773,0.0005962132,0.0002881179,0.0002528667,0.001444635],"category_scores_gemma":[0.0006197022,0.0001021525,0.000209211,0.001166341,0.0004024177,0.0004538299,0.0006149831,0.0002128987,0.00077341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000313801,"about_ca_system_score_gemma":0.0002353731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002117652,"about_ca_topic_score_gemma":0.002717834,"domain_scores_codex":[0.9996959,0.00003369046,0.00002318164,0.0001089523,0.00005861582,0.00007957676],"domain_scores_gemma":[0.9995864,0.00004180289,0.0001068457,0.00005333139,0.00006265418,0.0001489639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001132868,0.0000233921,0.9826686,0.00001394439,0.00002257076,0.0001732315,0.0005690794,0.00004549131,0.00422455,0.0001141722,0.000171067,0.01186062],"study_design_scores_gemma":[0.000004112646,0.00006221675,0.9972893,0.00000455245,0.000005910712,0.0005458425,0.0003799165,0.00005760011,0.000317469,0.0001050184,0.001224964,0.000003011282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986762,0.0002961393,0.0001782002,0.00001590616,0.000003297368,0.000007680565,0.0002067516,0.000006839906,0.0006089846],"genre_scores_gemma":[0.9977642,0.0001896398,0.0002994121,0.00004288969,0.000008855929,0.0000150202,0.0007189326,0.000007076525,0.0009539181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002117652,"threshold_uncertainty_score":0.004832804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191425600609191,"score_gpt":0.2096573199594821,"score_spread":0.1977430639533902,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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