{"id":"W4226112913","doi":"10.3847/1538-4365/ac5b68","title":"BASS. XXIV. The BASS DR2 Spectroscopic Line Measurements and AGN Demographics","year":2022,"lang":"en","type":"article","venue":"The Astrophysical Journal Supplement Series","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; University of North Carolina at Chapel Hill; Jet Propulsion Laboratory; York University; Office of Science; College of Engineering, Michigan State University; University of Washington; Alfred P. Sloan Foundation; Princeton University; Johns Hopkins University; Carnegie Mellon University; Michigan State University; Harvard University; Ohio State University; National Research Foundation of Korea; New Mexico State University; University of Portsmouth; Yale University; Vanderbilt University; National Geographic Society; California Institute of Technology; U.S. Department of Energy; Space Telescope Science Institute; W. M. Keck Foundation; Brookhaven National Laboratory; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration; National Science Foundation","keywords":"Astrophysics; Physics; Doubly ionized oxygen; Emission spectrum; Sky; Spectral line; Lambda; Line (geometry); Demographics; Active galactic nucleus; Galaxy; Astronomy; Optics","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":[0.001017731,0.0006000003,0.0004460134,0.004086274,0.0006009437,0.002820658,0.0004571174,0.0003519639,0.2010333],"category_scores_gemma":[0.001856297,0.0003415847,0.0002943773,0.003915677,0.0002017996,0.0009575954,0.001182844,0.0006469076,0.1865415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000627107,"about_ca_system_score_gemma":0.0008426323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00579009,"about_ca_topic_score_gemma":0.00915135,"domain_scores_codex":[0.9992877,0.00007363718,0.00005958693,0.000167109,0.0002855983,0.0001265644],"domain_scores_gemma":[0.9969374,0.0002740452,0.0004575206,0.0004887891,0.001078364,0.0007638146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003428317,0.00009061618,0.03033916,0.0003825784,0.00002325867,0.00009909376,0.00008477458,0.0002812079,0.002513296,0.002783069,0.8271371,0.1359229],"study_design_scores_gemma":[0.00002850338,0.00005107653,0.048996,0.00009015841,0.000008585283,0.0001918589,0.0000818007,0.0003352929,0.001465437,0.0008139468,0.9479082,0.0000292005],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0221246,0.001472733,0.003243452,0.001176331,0.00114293,0.0002597856,0.6560778,0.008527136,0.3059753],"genre_scores_gemma":[0.05778674,0.001172361,0.005195767,0.0007990202,0.000707597,0.000330801,0.6270174,0.004122418,0.3028679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2010333,"threshold_uncertainty_score":0.6725234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223754473677715,"score_gpt":0.272509441655752,"score_spread":0.2501339942879804,"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."}}