{"id":"W3207337322","doi":"10.20944/preprints202110.0129.v1","title":"How Are Red and Blue Quasars Different? The Radio Properties","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Smithsonian Astrophysical Observatory; Science and Technology Facilities Council; University of Colorado Boulder; Jet Propulsion Laboratory; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; University of Oxford; York University; Carnegie Institution for Science; New Mexico State University; Associated Universities; U.S. Department of Energy; Smithsonian Institution; National Radio Astronomy Observatory; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Universidad Nacional Autónoma de México; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Ohio State University; Carnegie Institution of Washington; National Science Foundation; California Institute of Technology; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration; University of California, Los Angeles; University of Portsmouth; Vanderbilt University; Yale University","keywords":"Quasar; Astrophysics; Physics; Galaxy; Star formation; Luminosity; Astronomy; Radio galaxy; Accretion (finance); Wavelength; Flux (metallurgy); Optics","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":[0.001689383,0.0002081322,0.0005866479,0.001542364,0.0006293373,0.003564676,0.0004103816,0.0008958162,0.003850781],"category_scores_gemma":[0.003777532,0.000199367,0.0003947402,0.001144561,0.002318057,0.002455803,0.0007305382,0.0009946589,0.001495319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000387319,"about_ca_system_score_gemma":0.0001813391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00300008,"about_ca_topic_score_gemma":0.003048408,"domain_scores_codex":[0.9989791,0.0001965909,0.0000522111,0.0003626423,0.0001805045,0.0002290549],"domain_scores_gemma":[0.9977556,0.0006252318,0.0007817216,0.0002490233,0.000248677,0.0003397566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003873113,0.0001088181,0.8659064,0.0002093794,0.0007182899,0.0003726087,0.007965167,0.0002058066,0.012332,0.009248246,0.00305065,0.09949522],"study_design_scores_gemma":[0.000008082809,0.00005685245,0.9884099,0.00004055988,0.00007335297,0.0001556913,0.003410952,0.00005518511,0.000429475,0.003758239,0.003588085,0.00001365156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701968,0.006683188,0.001679403,0.004522,0.0002185463,0.00002096633,0.0007158272,0.00004912438,0.01591408],"genre_scores_gemma":[0.9953824,0.0009185032,0.0002273523,0.001919601,0.0001870638,0.000006476393,0.0002148933,0.00002497009,0.00111886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003850781,"threshold_uncertainty_score":0.01288217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05912330969802747,"score_gpt":0.2512443169808652,"score_spread":0.1921210072828378,"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."}}