{"id":"W7111128167","doi":"10.1051/0004-6361/202450962/pdf","title":"A comprehensive radio study of narrow-line Seyfert 1 galaxies","year":2025,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Leibniz-Gemeinschaft; Science and Technology Facilities Council; University of Colorado Boulder; National Astronomical Observatories, Chinese Academy of Sciences; University of Illinois at Urbana-Champaign; Max-Planck-Institut für Astronomie; Leibniz-Institut für Astrophysik Potsdam; Centre National de la Recherche Scientifique; Magnus Ehrnroothin Säätiö; Yale University; University of Toronto; École Polytechnique Fédérale de Lausanne; New Mexico State University; Nanjing University; Commonwealth Scientific and Industrial Research Organisation; Space Telescope Science Institute; Universidad Nacional Autónoma de México; Alfred P. Sloan Foundation; Johns Hopkins University; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Harvard University; China National Textile and Apparel Council; National Science Foundation; Yunnan University; California Institute of Technology; Ohio State University; Carnegie Institution of Washington; Smithsonian Astrophysical Observatory; Flatiron Health; Smithsonian Institution","keywords":"Sky; Galaxy; Radio galaxy; Active galactic nucleus; Population; Observatory","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":[0.0002886747,0.0002797313,0.0002153856,0.002096408,0.0002989241,0.0003452228,0.0001943612,0.0001591872,0.001239929],"category_scores_gemma":[0.0005760251,0.00008442276,0.0001572547,0.001396053,0.0001575792,0.0004007578,0.0004129534,0.0001245205,0.0004691645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414846,"about_ca_system_score_gemma":0.0001498404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002486074,"about_ca_topic_score_gemma":0.003577458,"domain_scores_codex":[0.9998316,0.00001872242,0.00001252694,0.00006332144,0.00003840965,0.00003546582],"domain_scores_gemma":[0.9994239,0.00007236325,0.0001958199,0.00008170449,0.00009458654,0.0001316578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005537496,0.00005768743,0.9593155,0.00005147544,0.00004666376,0.00020667,0.0004640134,0.0002524077,0.0114014,0.0001575264,0.0006286384,0.0273626],"study_design_scores_gemma":[0.000001121237,0.00002460801,0.9984294,0.000004049874,0.000008135069,0.0001074184,0.00006647066,0.00006862417,0.000198349,0.00002288722,0.001067016,0.000002057633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973008,0.0003568308,0.0003630949,0.00002080444,0.000002104509,0.000009668579,0.001195554,0.00001347301,0.000737694],"genre_scores_gemma":[0.9907976,0.0005278549,0.0009421138,0.00003178336,0.0000355703,0.00002546003,0.00680585,0.00001210225,0.0008216698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002486074,"threshold_uncertainty_score":0.004943132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124694894613592,"score_gpt":0.2367449092761376,"score_spread":0.2254979603300017,"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."}}