{"id":"W1499275054","doi":"10.34989/sdp-2008-6","title":"Reforming the IMF: Lessons from Modern Central Banking","year":2021,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Political science; Humanities; Economics; Philosophy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007158891,0.0007826913,0.00159651,0.000280568,0.0006327522,0.0006864158,0.001364634,0.0008140921,0.002426601],"category_scores_gemma":[0.0002530397,0.0007915649,0.0009941255,0.0002368989,0.0003704263,0.0003621548,0.001266533,0.001545591,0.0005897863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008939,"about_ca_system_score_gemma":0.0004684934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009234381,"about_ca_topic_score_gemma":0.002563938,"domain_scores_codex":[0.9953722,0.0000864899,0.001704273,0.001487045,0.000134347,0.001215619],"domain_scores_gemma":[0.9963018,0.0002114952,0.001343614,0.001771543,0.0001016607,0.0002699363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000280791,0.0001982029,0.8081586,0.0001363104,0.000709791,0.0000693118,0.008907653,0.0009827551,0.00004092788,0.1654365,0.01249636,0.002835547],"study_design_scores_gemma":[0.001283703,0.00006492043,0.5451735,0.000785005,0.0002183062,0.00007300974,0.00226974,0.004660759,0.000387366,0.1501583,0.2914494,0.003475947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9025162,0.02964202,0.0009663625,0.003374919,0.00881872,0.0004589391,0.003221482,0.000142033,0.05085934],"genre_scores_gemma":[0.9932806,0.001802092,0.00062206,0.00122716,0.001770798,0.00009746663,0.0003180403,0.0001035066,0.0007782065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.278953,"threshold_uncertainty_score":0.9994535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297972993205806,"score_gpt":0.2441849907254522,"score_spread":0.2112052607933942,"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."}}