{"id":"W4288083279","doi":"10.1051/0004-6361/202037853","title":"Purveyors of fine halos","year":2020,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Smithsonian Astrophysical Observatory; University of Colorado Boulder; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Instituto de Astrofísica de Canarias; Hector Fellow Academy; Deutsche Forschungsgemeinschaft; University of Oxford; York University; Carnegie Institution for Science; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Universidad Nacional Autónoma de México; Alfred P. Sloan Foundation; University of Washington; European Space Agency; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; National Science Foundation; U.S. Department of Energy; Smithsonian Institution; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration; New Mexico State University; University of Portsmouth; Vanderbilt University; Science Mission Directorate; Yale University","keywords":"Physics; Stars; Astrophysics; Milky Way; Halo; Star cluster; Population; Galactic halo; Globular cluster; Sky; Astronomy; Galaxy","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":[0.0005889752,0.0002260862,0.0004105418,0.001520415,0.0008847885,0.001974851,0.000415314,0.0002307695,0.008615507],"category_scores_gemma":[0.003305437,0.0002038969,0.0002960121,0.0008881125,0.000907624,0.001017289,0.002695048,0.0003806451,0.001186945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004288661,"about_ca_system_score_gemma":0.0003563484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002496915,"about_ca_topic_score_gemma":0.00414055,"domain_scores_codex":[0.9995006,0.00006451451,0.00001897144,0.0001652726,0.00009141708,0.0001592555],"domain_scores_gemma":[0.9964276,0.000527843,0.0004532867,0.001392593,0.0003302291,0.0008684263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005182194,0.0001066873,0.770956,0.0002069211,0.0002014984,0.001224966,0.005153943,0.001224374,0.04094075,0.05100995,0.00484044,0.1236161],"study_design_scores_gemma":[0.00004303462,0.0001576557,0.9059097,0.00009573295,0.0001292927,0.002342531,0.003438365,0.003753661,0.01070399,0.02942739,0.04393955,0.00005909759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738978,0.0006946098,0.005204908,0.0001503092,0.00001897253,0.00004335907,0.0007423405,0.0002376617,0.01901021],"genre_scores_gemma":[0.9954348,0.0001296646,0.00113351,0.00005598354,0.00002319505,0.00001123995,0.0004679955,0.00004388335,0.002699698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008615507,"threshold_uncertainty_score":0.02882171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219795810272162,"score_gpt":0.1989839140972555,"score_spread":0.1867859559945339,"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."}}