{"id":"W3028928687","doi":"","title":"The Black Hole Mass and Eddington Ratio Distributions of the 2QZ","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Astrophysics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0008760076,0.0002036286,0.0003721841,0.002444484,0.0006252749,0.001071934,0.000434488,0.0005048155,0.02298635],"category_scores_gemma":[0.00461975,0.0001620129,0.0001851375,0.000860646,0.0004047316,0.0008350505,0.0004645732,0.0003409625,0.003490828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004628305,"about_ca_system_score_gemma":0.0002159935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091175,"about_ca_topic_score_gemma":0.001042264,"domain_scores_codex":[0.9997137,0.00002710278,0.000009863121,0.00007826782,0.0001085059,0.00006251032],"domain_scores_gemma":[0.9962036,0.001067812,0.0005885501,0.0002323477,0.001431363,0.0004763188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005745708,0.0003042436,0.5133762,0.0006651115,0.0001909523,0.002934288,0.002938768,0.006136244,0.1462387,0.05932404,0.06714034,0.1950053],"study_design_scores_gemma":[0.0002221003,0.0003302578,0.904797,0.00005233346,0.00004925853,0.001366023,0.0007763995,0.01601157,0.03392105,0.0120805,0.03027849,0.0001149775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743603,0.0002808249,0.001561015,0.0007494083,0.0000624529,0.00003194168,0.001709648,0.0002706269,0.02097366],"genre_scores_gemma":[0.9769161,0.00009379618,0.0007610722,0.0001129547,0.00007223545,0.00002278104,0.001747704,0.0001532306,0.02012018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02298635,"threshold_uncertainty_score":0.07689703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003731897619530309,"score_gpt":0.2034316231424636,"score_spread":0.1996997255229333,"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."}}