{"id":"W3128979803","doi":"10.1051/0004-6361/202140486","title":"The Galactic Faraday rotation sky 2020","year":2021,"lang":"en","type":"preprint","venue":"Astronomy and Astrophysics","topic":"Statistical and numerical algorithms","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dominion Astrophysical Observatory; Canadian Institute for Theoretical Astrophysics; University of Toronto; University of Calgary","funders":"DST-NRF Centre Of Excellence In Tree Health Biotechnology; U.S. Naval Observatory; University of Hertfordshire; U.S. Naval Research Laboratory; Istituto Nazionale di Astrofisica; Natural Sciences and Engineering Research Council of Canada; Observatoire de Paris, Université de Recherche Paris Sciences et Lettres; Gauss Centre for Supercomputing; Commonwealth Scientific and Industrial Research Organisation; Ministerium für Innovation, Wissenschaft und Forschung des Landes Nordrhein-Westfalen; Université d'Orléans; Office of Naval Research; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Japan Society for the Promotion of Science; Canada Research Chairs; National Astronomical Observatory of Japan; European Commission; Science and Technology Facilities Council; University of Toronto; Bundesministerium für Bildung und Forschung; National Science Foundation; Science Foundation Ireland; Paul G. Allen Family Foundation","keywords":"Sky; Faraday effect; Physics; Faraday cage; Astrophysics; Rotation (mathematics); Milky Way; Data set; Field (mathematics); Stars; Astronomy; Magnetic field; Geometry; Computer science; Mathematics; Artificial intelligence; Pure mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009465223,0.0002846777,0.000356843,0.00001099677,0.000272497,0.0002888296,0.0001926069,0.00009522877,0.00004361631],"category_scores_gemma":[0.0001041795,0.0002072534,0.0001369125,0.00007954642,0.0001373293,0.00007017265,0.000414585,0.0006565605,0.00001494735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003345993,"about_ca_system_score_gemma":0.0000859784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002504778,"about_ca_topic_score_gemma":0.000002735442,"domain_scores_codex":[0.9986488,0.0001013677,0.0003180068,0.0003975133,0.0002238951,0.0003104417],"domain_scores_gemma":[0.9985387,0.0006762237,0.0002138872,0.0003592978,0.0000903101,0.0001216028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002437708,0.0001237588,0.0001013243,0.00009643124,0.0001780015,0.00001064516,0.0001781716,0.0000466603,0.00003649589,0.02111099,0.0006495771,0.9774436],"study_design_scores_gemma":[0.001779519,0.0006363256,0.01538687,0.0006424115,0.00118952,0.00003324299,0.003926617,0.01218608,0.001568811,0.8626202,0.09777702,0.002253361],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04930504,0.0002361048,0.9486545,0.0006275695,0.0004368524,0.0002798701,0.00005367406,0.00004997156,0.000356433],"genre_scores_gemma":[0.2788191,0.0001076897,0.7192505,0.00004705635,0.0009500331,0.0001295624,0.0001565732,0.00005621375,0.0004832254],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9751902,"threshold_uncertainty_score":0.8451548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685452509996457,"score_gpt":0.2634412608777414,"score_spread":0.2465867357777768,"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."}}