{"id":"W4387803737","doi":"10.1088/1674-4527/ad057c","title":"Relations between the Fractional Variation of the Ionizing Continuum and C <scp>iv</scp> Broad Absorption Lines with Different Ionization Levels","year":2023,"lang":"en","type":"article","venue":"Research in Astronomy and Astrophysics","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Smithsonian Astrophysical Observatory; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Baise University; Ministério da Ciência, Tecnologia e Inovação; U.S. Department of Energy; Smithsonian Institution; National Natural Science Foundation of China; University of Oxford; York University; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Universidad Nacional Autónoma de México; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; Natural Science Foundation of Guangxi Province; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; Max-Planck-Institut für Astrophysik","keywords":"Physics; Astrophysics; Ionization; Ionizing radiation; Variation (astronomy); Absorption (acoustics); Molecular absorption; Astronomy; Nuclear physics; Spectral line; Ion; Irradiation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002961764,0.0001246125,0.000150591,0.0000782681,0.0004004537,0.00007416317,0.0001226737,0.00003546368,0.000004137398],"category_scores_gemma":[0.00001498312,0.00008097857,0.00004277072,0.0005204038,0.0002019576,0.0001821108,0.0001443676,0.0003918191,0.000004735171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002860768,"about_ca_system_score_gemma":0.00009323673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007554542,"about_ca_topic_score_gemma":0.00000341382,"domain_scores_codex":[0.9988183,0.0001976559,0.0002040815,0.0002150655,0.0003014028,0.000263435],"domain_scores_gemma":[0.9991089,0.0003924111,0.0001377573,0.000179903,0.000132579,0.00004846759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001833736,0.0001519506,0.7927212,0.00003439783,0.0001983244,4.316803e-7,0.001456919,0.005559821,0.007188307,0.05006686,0.0001888476,0.1424147],"study_design_scores_gemma":[0.0005464724,0.00005199859,0.9816597,0.00009020209,0.0000272145,2.447101e-7,0.0009581343,0.002689094,0.002109107,0.01082917,0.0009825787,0.00005610852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7762525,0.00001312602,0.2229932,0.0002412274,0.00002720035,0.0002669593,0.00004065502,0.000009034543,0.0001560393],"genre_scores_gemma":[0.9987011,0.000003100181,0.0006758451,0.000002936562,0.0003146853,0.00003893382,0.00007958057,0.00001534729,0.0001684656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2224486,"threshold_uncertainty_score":0.330221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03554761317413208,"score_gpt":0.293061209537153,"score_spread":0.2575135963630209,"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."}}