{"id":"W4402427540","doi":"10.48550/arxiv.2408.07178","title":"Probing cluster magnetism with embedded and background radio sources in Planck clusters","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Geomagnetism and Paleomagnetism Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Planetary Science Division; Office of Naval Research; Smithsonian Astrophysical Observatory; University of Colorado Boulder; Jet Propulsion Laboratory; Instituto de Astrofísica de Canarias; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Eötvös Loránd Tudományegyetem; National Central University; Ministério da Ciência, Tecnologia e Inovação; Gordon and Betty Moore Foundation; Queen's University Belfast; University of Oxford; Durham University; York University; Smithsonian Institution; National Radio Astronomy Observatory; Queen's University; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Universidad Nacional Autónoma de México; Space Telescope Science Institute; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Los Alamos National Laboratory; University of Washington; Johns Hopkins University; National Science Foundation; Ohio State University; Carnegie Institution of Washington; New Mexico State University; U.S. Naval Research Laboratory; University of Portsmouth; Vanderbilt University; Science Mission Directorate; University of Toronto; Yale University; California Institute of Technology; National Aeronautics and Space Administration","keywords":"Planck; Cluster (spacecraft); Magnetism; Physics; Astrophysics; Astronomy; Computer science; Condensed matter physics; Computer network","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":[0.0002606845,0.0001992361,0.0002172348,0.001119852,0.0003394567,0.0005211721,0.0002995384,0.0001322016,0.001052106],"category_scores_gemma":[0.0008680132,0.0001758899,0.0002256518,0.001270282,0.0002326799,0.0002623484,0.0009540342,0.0001636373,0.0003387241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003038267,"about_ca_system_score_gemma":0.00009697844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003635605,"about_ca_topic_score_gemma":0.003650032,"domain_scores_codex":[0.9998134,0.00002682272,0.000007557699,0.00007738803,0.00003498279,0.0000398708],"domain_scores_gemma":[0.9995808,0.00007404276,0.0001365625,0.00008153517,0.00004508252,0.0000820827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002939061,0.00003101934,0.9468051,0.00005443051,0.0002784134,0.0001683761,0.001382046,0.003300751,0.03182445,0.0003459525,0.0004975733,0.01501806],"study_design_scores_gemma":[0.00000137574,0.00001214942,0.9974537,0.000001751652,0.00001750494,0.00005725518,0.000149957,0.0008157614,0.001127913,0.00005302531,0.0003028669,0.000006701899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998828,0.0000569084,0.0003952166,0.000009413479,8.986376e-7,0.000001812681,0.0002913945,0.00001151569,0.0004048572],"genre_scores_gemma":[0.9984763,0.0000600744,0.0005878096,0.000006067351,0.000005034266,0.000003754503,0.0006666876,0.000007870845,0.0001864095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003635605,"threshold_uncertainty_score":0.007228911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457721780669536,"score_gpt":0.1772238162089492,"score_spread":0.1526465984022538,"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."}}