{"id":"W3034657818","doi":"10.3847/1538-4357/abb36d","title":"The Sloan Digital Sky Survey Reverberation Mapping Project: How Broad Emission Line Widths Change When Luminosity Changes","year":2020,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Key Research and Development Program of China; Science and Technology Facilities Council; National Natural Science Foundation of China","keywords":"Reverberation mapping; Quasar; Luminosity; Sky; Line (geometry); Virial theorem; Photoionization; Emission spectrum","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009643009,0.000166294,0.0001253841,0.0008643249,0.0001644873,0.0005227986,0.0002400203,0.0001918446,0.0005904864],"category_scores_gemma":[0.002232471,0.00009292981,0.0001360057,0.001008133,0.0001627065,0.0003589711,0.0004790307,0.0001788671,0.0003025878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002282388,"about_ca_system_score_gemma":0.0001364068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02097695,"about_ca_topic_score_gemma":0.03067348,"domain_scores_codex":[0.9995763,0.0001279688,0.00001966364,0.0001161658,0.00009247459,0.0000674153],"domain_scores_gemma":[0.9979291,0.000366285,0.0006991432,0.0003089611,0.0004445235,0.0002519823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001018666,0.00002758453,0.975922,0.0000243558,0.00009011439,0.00004311814,0.0003586185,0.001653764,0.002196303,0.000148583,0.003188425,0.01624518],"study_design_scores_gemma":[9.592839e-7,0.000005637976,0.9982199,0.000002307912,0.000004268152,0.00001327709,0.00006295279,0.0009558744,0.0001860729,0.00002249142,0.0005236905,0.000002472864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933321,0.00009683274,0.0006112598,0.00007895641,0.000004633415,0.000004972626,0.004795894,0.00006016301,0.001015133],"genre_scores_gemma":[0.9904757,0.00005068464,0.0007210369,0.00002501417,0.000005294658,0.000006883108,0.008369328,0.00003418497,0.0003118523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02097695,"threshold_uncertainty_score":0.04170972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697845919005515,"score_gpt":0.2331713589273115,"score_spread":0.1961928997372564,"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."}}