{"id":"W4408438014","doi":"10.1051/0004-6361/202453068","title":"Exploring the physical properties of type II quasar candidates at intermediate redshifts with CIGALE","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Fundação para a Ciência e a Tecnologia; University of Colorado Boulder; Jet Propulsion Laboratory; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; University of Oxford; York University; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Universidad Nacional Autónoma de México; Alfred P. Sloan Foundation; Johns Hopkins University; University of Washington; Carnegie Institution of Washington; University of Utah; Ohio State University; U.S. Department of Energy; Smithsonian Institution; New Mexico State University; University of California, Los Angeles; University of Portsmouth; Vanderbilt University; Yale University; Max-Planck-Institut für Astrophysik; California Institute of Technology; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration; Nvidia","keywords":"Physics; Quasar; Astrophysics; Redshift; Type (biology); Astronomy; Galaxy","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":[0.0007804753,0.0003067878,0.0003840085,0.001358015,0.0003861613,0.0009027714,0.0004865048,0.0002984088,0.001090529],"category_scores_gemma":[0.002291565,0.0001328923,0.0004863632,0.0005880601,0.0003052401,0.0006050876,0.0005933302,0.0002672639,0.000326264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003118092,"about_ca_system_score_gemma":0.0001636096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005374079,"about_ca_topic_score_gemma":0.006798907,"domain_scores_codex":[0.9998242,0.00003348493,0.000008212849,0.00007155785,0.00002839212,0.0000341323],"domain_scores_gemma":[0.9990742,0.0003293995,0.0002384621,0.0001229822,0.0001089502,0.0001259813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000756296,0.00004018554,0.9820437,0.00002647645,0.0001315136,0.0003163217,0.0001678555,0.009211073,0.00281914,0.0006091176,0.0003226855,0.004236362],"study_design_scores_gemma":[0.000006621689,0.00006307421,0.9513239,0.00001349327,0.00009740621,0.0003562555,0.0003260464,0.04419238,0.001856976,0.0004805907,0.001264521,0.00001870254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978638,0.00007382385,0.001242457,0.00002900702,0.000003203543,0.000007597513,0.0002012002,0.0000537209,0.0005251321],"genre_scores_gemma":[0.9986225,0.00002379013,0.0006981977,0.00001151138,0.000004360609,0.000003923828,0.0004948853,0.00001145632,0.0001293253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005374079,"threshold_uncertainty_score":0.01068556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02526743697127164,"score_gpt":0.2424924346915767,"score_spread":0.2172249977203051,"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."}}