{"id":"W4405193701","doi":"10.2139/ssrn.4919234","title":"The Good, the Bad and the Unnecessary: A Scorecard for Financial Regulations in Canada","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Balanced scorecard; Business; Finance; Accounting; Process management","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":[0.002033126,0.00009400976,0.0001554785,0.00004604394,0.0005899555,0.0001963521,0.0002467271,0.00003461931,0.000007475293],"category_scores_gemma":[0.000277356,0.00005194122,0.00009185335,0.0002748702,0.00009647921,0.0001017565,0.00002587627,0.0005564004,0.000005452987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008520772,"about_ca_system_score_gemma":0.002713863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1173334,"about_ca_topic_score_gemma":0.866613,"domain_scores_codex":[0.9986107,0.00003174452,0.0003637565,0.0001503989,0.00005409185,0.0007893593],"domain_scores_gemma":[0.9993896,0.0003111559,0.0001105785,0.0001344306,0.00002647174,0.00002778566],"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":[0.00003768136,0.000002514321,0.002694385,0.000002358368,0.00002428945,4.642344e-7,0.00007695954,0.0001077418,1.817487e-7,0.9810753,0.001447676,0.0145304],"study_design_scores_gemma":[0.0004585912,0.00002188286,0.01869129,0.00001129078,0.000008127001,0.00003226346,0.0004951683,0.002992952,8.268998e-7,0.7720004,0.2052157,0.00007147308],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.596679,0.2293337,0.01068027,0.1486782,0.003349834,0.001517796,0.0001926846,0.00003006512,0.009538422],"genre_scores_gemma":[0.9926054,0.005393581,0.000007142038,0.0002561352,0.0002243139,0.00003668637,0.000002109879,0.00001051357,0.001464064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7492796,"threshold_uncertainty_score":0.8885444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008178611445563474,"score_gpt":0.1992490054531689,"score_spread":0.1910703940076054,"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."}}