{"id":"W4289337225","doi":"10.1093/mnras/stac2140","title":"MIGHTEE: the nature of the radio-loud AGN population","year":2022,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut national des sciences de l'Univers; Fundação para a Ciência e a Tecnologia; Japan Society for the Promotion of Science; Australian Research Council; Medical Research Council; Center for High Performance Computing; National Astronomical Observatory of Japan; Centre National de la Recherche Scientifique; Cape Peninsula University of Technology; Liaoning Medical University; University of the Western Cape; Cabinet Office, Government of Japan; Toray Science Foundation; High Energy Accelerator Research Organization; University of Tokyo; University of Capetown; University of Pretoria; National Research Foundation; Nuclear Fuel Cycle and Supply Chain; Academia Sinica; Data Storage Institute; Department of Science and Innovation, South Africa; University of Cape Town; Leverhulme Trust; H2020 European Research Council; Huntington Society of Canada; European School of Oncology; California Earthquake Authority; Science and Technology Facilities Council; Neurosciences Research Foundation; Ministero degli Affari Esteri e della Cooperazione Internazionale; Australian Government; Japan Science and Technology Agency; National Natural Science Foundation of China; University of Hawai'i; Ministry of Education, Culture, Sports, Science and Technology; Princeton University; U.S. Nuclear Regulatory Commission; National Research Council Sri Lanka; Foundation for Ichthyosis and Related Skin Types; College of Natural Resources and Sciences, Humboldt State University; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Astronomy; Population; Demography","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":[0.0009488676,0.0001273619,0.0002354813,0.00177159,0.0001710051,0.0008997275,0.0003944331,0.0002418269,0.001628791],"category_scores_gemma":[0.002542004,0.00008837334,0.0001289903,0.0008654032,0.0002729602,0.0005602324,0.0005378285,0.0001872117,0.0004046591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002357738,"about_ca_system_score_gemma":0.00008023692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001818384,"about_ca_topic_score_gemma":0.002666815,"domain_scores_codex":[0.9995598,0.00007222836,0.00002483736,0.0001243749,0.0001222498,0.00009656664],"domain_scores_gemma":[0.9976858,0.0005130622,0.001024543,0.0002243566,0.0002144831,0.0003378953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001001543,0.0000170126,0.9900151,0.00001067595,0.00002661318,0.00006526335,0.0001070286,0.0001815191,0.00365767,0.000238095,0.0002195309,0.005361332],"study_design_scores_gemma":[0.000003954983,0.00001609234,0.998449,0.000002446873,0.000006775777,0.000107563,0.00008369469,0.0003762991,0.0004539741,0.00008000467,0.0004164443,0.00000375637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979996,0.0001365832,0.0003498348,0.00004860837,0.000001945088,0.000003724561,0.0005352092,0.0000165953,0.0009080313],"genre_scores_gemma":[0.9986627,0.00004083447,0.0001479798,0.00002240519,0.000006865098,0.000002412217,0.0007725921,0.000004141852,0.0003399836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001818384,"threshold_uncertainty_score":0.005448818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003894462718083991,"score_gpt":0.1867056289981499,"score_spread":0.1828111662800659,"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."}}