{"id":"W2904615132","doi":"10.2139/ssrn.3264804","title":"Measuring Prescriptivity in Canadian Regulations","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Language and Interpretation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002189178,0.00004203774,0.00005128267,0.000141454,0.0004674033,0.00008203046,0.0001545783,0.00004685343,0.0001275845],"category_scores_gemma":[0.0002709647,0.00004153438,0.00002909435,0.0001979567,0.00006984735,0.0004047813,0.000005757132,0.0005011192,0.00004273672],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002369083,"about_ca_system_score_gemma":0.005677332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7188969,"about_ca_topic_score_gemma":0.9975515,"domain_scores_codex":[0.9980829,0.0001430924,0.0001044451,0.00007747062,0.0001819109,0.001410129],"domain_scores_gemma":[0.9996865,0.00001427434,0.00003616202,0.00005645173,0.00008855332,0.0001179901],"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":[0.00001919229,0.00002569821,0.03560355,0.000001185669,0.00003249223,0.000005799195,0.06365021,0.00001093582,0.0004275949,0.8602255,0.0002418679,0.03975598],"study_design_scores_gemma":[0.001008531,0.0004861226,0.08016721,0.0001270243,0.0000408851,0.00009403429,0.03671083,0.0008859825,0.0005281344,0.5097403,0.3695554,0.0006555236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6493655,0.0008584677,0.001106257,0.003408071,0.0004485147,0.0001368505,0.00000118275,0.0000261185,0.344649],"genre_scores_gemma":[0.9961647,0.0001031109,0.00002645268,0.0001065707,0.0005218895,0.000001600817,5.644882e-7,0.000004731812,0.003070404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3693135,"threshold_uncertainty_score":0.9999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166863540775948,"score_gpt":0.2763803416534147,"score_spread":0.2596939875758199,"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."}}