{"id":"W3101378732","doi":"10.48550/arxiv.0908.0327","title":"Diverse Broad Line Region Kinematic Signatures From Reverberation Mapping","year":2009,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Reverberation mapping; Physics; Astrophysics; Reverberation; Observatory; Active galactic nucleus; Line (geometry); Astronomy; Kinematics; Luminosity; Emission spectrum; Spectral line; Acoustics; Galaxy; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009133383,0.0003908862,0.0004378155,0.0001734541,0.0001892177,0.0001086225,0.0004784373,0.0002581963,0.0004265847],"category_scores_gemma":[0.000006754948,0.0004270724,0.0003108765,0.0002338731,0.00005710038,0.00022125,0.0003596593,0.0006958309,0.00008978439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009843522,"about_ca_system_score_gemma":0.00008458401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00157254,"about_ca_topic_score_gemma":0.00004274406,"domain_scores_codex":[0.9984286,0.0001066986,0.0002589407,0.0008076697,0.00009674369,0.0003012955],"domain_scores_gemma":[0.9987332,0.00005857559,0.0002677375,0.0006739179,0.0001355315,0.0001310771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002937054,0.001174882,0.2376017,0.0003702552,0.001685136,0.0009741058,0.002836625,0.6576996,0.002522895,0.05144238,0.01713855,0.02626019],"study_design_scores_gemma":[0.009019266,0.0004153266,0.1911457,0.004501426,0.002705994,0.000004594541,0.007909458,0.2804186,0.002203169,0.4798436,0.01472699,0.007105786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8280383,0.00009119755,0.1668627,0.000117876,0.0003167913,0.0003324417,0.0000632641,0.00009120411,0.004086184],"genre_scores_gemma":[0.9944173,0.00004957752,0.0009530726,0.00008782912,0.0006646193,9.608007e-7,0.0005094084,0.00002461975,0.003292629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4284013,"threshold_uncertainty_score":0.9998181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05827423555279296,"score_gpt":0.1896595620513721,"score_spread":0.1313853264985791,"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."}}