{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0121047,0.0006030793,0.0006747414,0.002560608,0.006190484,0.02213671,0.002876628,0.01283178,0.01179953],"category_scores_gemma":[0.01936089,0.0003823194,0.0004993494,0.002086741,0.02649419,0.01841427,0.005684163,0.01167258,0.00164201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01555876,"about_ca_system_score_gemma":0.01688419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02022721,"about_ca_topic_score_gemma":0.01944983,"domain_scores_codex":[0.9925745,0.002849517,0.0002639554,0.0009130895,0.001736238,0.001662641],"domain_scores_gemma":[0.9910671,0.003129084,0.0008405058,0.000892664,0.002636135,0.001434545],"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":[0.000004085642,0.00001664683,0.00006626729,0.00002092466,0.000001645339,0.00002143354,0.0001736893,0.0002424581,0.00002956329,0.9906765,0.004452333,0.00429443],"study_design_scores_gemma":[0.00002081248,0.0000508066,0.0004709387,0.0004791973,0.000008642935,0.00005217668,0.001481383,0.001009481,0.0003044407,0.7638885,0.2322036,0.00002994975],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01235327,0.02273931,0.01799091,0.5070963,0.003420596,0.00006188625,0.00009706638,0.0001223581,0.4361184],"genre_scores_gemma":[0.8008869,0.02140709,0.01230935,0.07571227,0.005788002,0.0001486061,0.0001112108,0.0001356681,0.0835009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02213671,"threshold_uncertainty_score":0.1128872,"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."}}