{"id":"W4395661108","doi":"10.2139/ssrn.4808628","title":"Local Reform or Legal Transplant: Ontario’s Amended Certification Test","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Criminal Law and Evidence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Certification; Test (biology); Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01491235,0.0003442944,0.0009600583,0.002453414,0.008493744,0.004572768,0.003741155,0.006067768,0.02608164],"category_scores_gemma":[0.1006353,0.0004456891,0.001115775,0.002937256,0.007629332,0.004263343,0.003384036,0.003798266,0.001690297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03129802,"about_ca_system_score_gemma":0.1089424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9039513,"about_ca_topic_score_gemma":0.9569755,"domain_scores_codex":[0.9788095,0.002092771,0.001047737,0.002389911,0.01003096,0.005629206],"domain_scores_gemma":[0.9382376,0.02251207,0.003868397,0.005600082,0.02458071,0.005201045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001066111,0.0003947497,0.1775775,0.0004257261,0.0002918802,0.001198946,0.007465419,0.001879245,0.001081744,0.457467,0.2762452,0.07490636],"study_design_scores_gemma":[0.00133159,0.0005619021,0.468883,0.0009203508,0.001265345,0.0006427903,0.01819432,0.007302288,0.00307097,0.07980173,0.4176051,0.0004206514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2282379,0.0007249072,0.003832891,0.05857724,0.0008838917,0.0009730452,0.004171537,0.0001675486,0.7024311],"genre_scores_gemma":[0.9310089,0.0002083119,0.002245588,0.01165818,0.0001947424,0.0003211415,0.000889113,0.00005097655,0.05342308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09604865,"threshold_uncertainty_score":0.2270842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970750760028566,"score_gpt":0.3072226517016559,"score_spread":0.2775151441013702,"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."}}