{"id":"W2896277061","doi":"10.48550/arxiv.1811.07943","title":"Radio-loud AGN in the first LoTSS data release: The lifetimes and environmental impact of jet-driven sources","year":2018,"lang":"en","type":"article","venue":"UvA-DARE (University of Amsterdam)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Jet Propulsion Laboratory; Lawrence Berkeley National Laboratory; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; Brookhaven National Laboratory; Planetary Science Division; York University; Science and Technology Facilities Council; Smithsonian Astrophysical Observatory; Office of Science; Max-Planck-Institut für Astronomie; Commonwealth Scientific and Industrial Research Organisation; Eötvös Loránd Tudományegyetem; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; Université d'Orléans; Bundesministerium für Bildung und Forschung; National Central University; Irish Research Council; University of Washington; University of California, Los Angeles; New Mexico State University; University of Portsmouth; Queen's University; University of Hertfordshire; Observatoire de Paris, Université de Recherche Paris Sciences et Lettres; Ministerium für Innovation, Wissenschaft und Forschung des Landes Nordrhein-Westfalen; Queen's University Belfast; Durham University; Space Telescope Science Institute; Carnegie Mellon University; College of Engineering, Michigan State University; Princeton University; Alfred P. Sloan Foundation; Johns Hopkins University; Yale University; U.S. Department of Energy; Smithsonian Institution; National Radio Astronomy Observatory; Harvard University; Ohio State University; California Institute of Technology; National Aeronautics and Space Administration; Vanderbilt University; Science Mission Directorate; Science Foundation Ireland; National Science Foundation","keywords":"Physics; Astrophysics; LOFAR; Luminosity; Galaxy; Radiative transfer; Star formation; Luminosity function; Jet (fluid); Astronomy; Sky; Kinetic energy; Active galactic nucleus; Population; Galaxy formation and evolution; Radio telescope","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001897441,0.0001269541,0.000173835,0.00006458285,0.0003157722,0.00002127111,0.0007381393,0.00003008118,0.0004651002],"category_scores_gemma":[0.000003655067,0.00009535813,0.00007288797,0.000129295,0.000559728,0.0004413302,0.0003418763,0.0001006287,0.00002045449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000452772,"about_ca_system_score_gemma":0.00003240567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002463065,"about_ca_topic_score_gemma":0.0003297147,"domain_scores_codex":[0.9992449,0.00008133199,0.0001342162,0.0001857355,0.0001850606,0.0001688151],"domain_scores_gemma":[0.999068,0.00008164815,0.0001999331,0.0005878223,0.00002130339,0.00004129507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003607769,0.00007850949,0.9797165,0.00001231681,0.00008193046,6.956247e-8,0.01649694,0.0000266687,0.00003406618,0.0001332503,0.003049338,0.0003343211],"study_design_scores_gemma":[0.0005491246,0.0001227975,0.9773147,0.00002558443,0.00004258039,0.000001849484,0.01720974,0.002693194,0.00001198114,0.00009252203,0.001838102,0.00009785471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998507,0.00007428261,0.00008097366,0.0003812449,0.00002614457,0.000196763,0.0003793881,0.000007138427,0.0003470337],"genre_scores_gemma":[0.999476,0.00001718356,0.00009870437,0.000003706596,0.00008166802,2.62713e-7,0.0002111549,0.000007023187,0.0001042651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002666526,"threshold_uncertainty_score":0.5092521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009554067356766128,"score_gpt":0.1969045895538455,"score_spread":0.1873505221970794,"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."}}