{"id":"W3039903361","doi":"10.1093/mnras/stab898","title":"Quasars at intermediate redshift are not special; but they are often satellites","year":2021,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Leibniz-Rechenzentrum; Japan Society for the Promotion of Science; H2020 European Research Council; Smithsonian Astrophysical Observatory; Science and Technology Facilities Council; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Gauss Centre for Supercomputing; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Universidad Nacional Autónoma de México; University of Oxford; York University; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Princeton University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ministério da Ciência, Tecnologia e Inovação; Cabinet Office, Government of Japan; Toray Science Foundation; High Energy Accelerator Research Organization; Ohio State University; Japan Science and Technology Agency; U.S. Department of Energy; Smithsonian Institution; National Aeronautics and Space Administration; Partnership for Advanced Computing in Europe AISBL; National Astronomical Observatory of Japan; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; Ministry of Education, Culture, Sports, Science and Technology; Academia Sinica","keywords":"Physics; QSOS; Astrophysics; Galaxy; Astronomy; Population; Quasar; Dark matter; Redshift; Halo; Galaxy formation and evolution; Supermassive black hole; Dark matter halo","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":[0.0003737981,0.0002129072,0.0004515779,0.001219293,0.0007071584,0.001162192,0.0003463886,0.0003168526,0.008598093],"category_scores_gemma":[0.001453192,0.0001021864,0.0002290328,0.001906705,0.0005694011,0.0008244441,0.0006989397,0.0004201022,0.003088099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060711,"about_ca_system_score_gemma":0.0001297748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002176264,"about_ca_topic_score_gemma":0.002634276,"domain_scores_codex":[0.9995285,0.00005946548,0.00003535718,0.000134402,0.00009850057,0.0001437315],"domain_scores_gemma":[0.9983553,0.0001791751,0.0007896927,0.0001995525,0.0001421369,0.0003341407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001040758,0.00005979609,0.9505274,0.0001447379,0.0001702047,0.0007231502,0.0008744517,0.0001094674,0.003740181,0.002513638,0.004088748,0.03694425],"study_design_scores_gemma":[0.000007443558,0.00005085226,0.9757227,0.00003887905,0.00005077637,0.00208676,0.0009372033,0.00009754368,0.0006603019,0.001517095,0.01881981,0.00001069316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757907,0.003454137,0.002420438,0.0004878562,0.0001347132,0.00003676855,0.001947796,0.0002279245,0.01549959],"genre_scores_gemma":[0.9964553,0.0005835885,0.0003204707,0.0001806744,0.00008833021,0.000007623211,0.000731924,0.00002012809,0.001611869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008598093,"threshold_uncertainty_score":0.02876347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008475099416165772,"score_gpt":0.1964238149578535,"score_spread":0.1879487155416877,"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."}}