{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008831389,0.0008141571,0.0005119863,0.001937425,0.0004393466,0.001683084,0.0005336084,0.000551185,0.008040939],"category_scores_gemma":[0.002005579,0.0002838993,0.0006876034,0.001946322,0.0002860108,0.001113878,0.001103104,0.0007486955,0.007452333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006038049,"about_ca_system_score_gemma":0.001032294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01607977,"about_ca_topic_score_gemma":0.01197404,"domain_scores_codex":[0.9995825,0.00007081627,0.00001710028,0.0001266311,0.0001394753,0.00006350091],"domain_scores_gemma":[0.9995378,0.00003929041,0.00006687782,0.0001207671,0.0001643928,0.0000708804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004731329,0.00009557478,0.1844508,0.000933174,0.0005808497,0.0003771739,0.0003310943,0.07382607,0.01076621,0.02273285,0.2046773,0.5007558],"study_design_scores_gemma":[0.00008738817,0.00007254198,0.2752677,0.000388724,0.0001450511,0.0003833425,0.0003087643,0.06029302,0.007428979,0.01757785,0.6379076,0.0001390313],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2877053,0.01857613,0.1549529,0.004259286,0.002072989,0.0002960465,0.3988928,0.0136804,0.1195641],"genre_scores_gemma":[0.5888263,0.003973018,0.0819184,0.0006161195,0.0007169087,0.000214193,0.311833,0.001945502,0.009956528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01607977,"threshold_uncertainty_score":0.03197229,"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."}}