{"id":"W2026780387","doi":"10.1136/bmj.b2031","title":"Claire Hazel Epstein","year":2009,"lang":"fr","type":"article","venue":"BMJ","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bond; Mutual fund; Business; Income fund; Quarter (Canadian coin); Closed-end fund; Finance; Open-end fund; Economics; Actuarial science; Institutional investor; Market liquidity; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001594483,0.000587981,0.0004874706,0.002004239,0.001012134,0.002566247,0.0006357012,0.002117346,0.03080406],"category_scores_gemma":[0.01306612,0.000307785,0.0003167427,0.0009287259,0.00143037,0.00361107,0.001268266,0.003092375,0.02124636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391642,"about_ca_system_score_gemma":0.001912457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004737652,"about_ca_topic_score_gemma":0.003964734,"domain_scores_codex":[0.9990257,0.0001597131,0.00004874688,0.0002247122,0.0004789988,0.00006217862],"domain_scores_gemma":[0.9951581,0.001924187,0.0003308997,0.0002745194,0.001859467,0.0004528905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004408655,0.00003257948,0.0007788947,0.0001131909,0.0000136099,0.00008477376,0.0001739075,0.0002829542,0.0001236486,0.06363641,0.786809,0.147907],"study_design_scores_gemma":[0.000009193839,0.0000112621,0.0005651235,0.0002610524,0.000004493077,0.0001411114,0.0001078685,0.0002130934,0.0001770305,0.02570696,0.9727858,0.00001707323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003312498,0.1856804,0.01097828,0.5572989,0.03214662,0.00005360661,0.001004385,0.000413024,0.2091123],"genre_scores_gemma":[0.08626288,0.1800709,0.008118398,0.07503253,0.01549993,0.0001158067,0.0005437121,0.0004623009,0.6338935],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03080406,"threshold_uncertainty_score":0.1030499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572916349809977,"score_gpt":0.2447646685261025,"score_spread":0.2190355050280028,"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."}}