{"id":"W2398924993","doi":"","title":"Reforming Financial bench marks: an i nternational Perspective","year":2014,"lang":"en","type":"article","venue":"","topic":"European Monetary and Fiscal Policies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Finance; Economics; Business; Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002871215,0.00008607508,0.0001441887,0.0001049191,0.00009595649,0.00003710345,0.0001759225,0.00003934543,0.0005947419],"category_scores_gemma":[0.0001227411,0.00008895323,0.00005746191,0.00007318001,0.00004151013,0.0003437161,0.00003942831,0.00009522633,0.0007172757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000502677,"about_ca_system_score_gemma":0.000004930951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005167885,"about_ca_topic_score_gemma":0.00007926727,"domain_scores_codex":[0.9993098,0.00001189769,0.0002432419,0.0002432646,0.00002475407,0.0001669804],"domain_scores_gemma":[0.9996401,0.00001825415,0.00008485195,0.0001708689,0.00002339726,0.00006249474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006402323,0.00003341083,0.01102959,0.000001688261,0.000005704875,7.272199e-7,0.000379251,0.00002386925,0.000005522925,0.9871439,0.0006770636,0.0006928528],"study_design_scores_gemma":[0.0004130124,0.0002012895,0.3875135,0.000004444723,0.000002415491,0.000005807581,0.000223735,0.007719438,0.00005439996,0.4495676,0.1539676,0.0003266755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2328133,0.0001438888,0.003957008,0.0007713191,0.0002239436,0.0000446861,0.00002904257,0.00004076096,0.7619761],"genre_scores_gemma":[0.9907718,0.00002389024,0.0007985526,0.00132525,0.000469508,0.000002604842,0.00001372727,0.000011553,0.006583168],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7579585,"threshold_uncertainty_score":0.9219367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226514911418489,"score_gpt":0.2131390513783834,"score_spread":0.1908739022641985,"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."}}