{"id":"W2192989477","doi":"10.2139/ssrn.1984635","title":"Regulating Law Firms in Canada","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Law; Business; Political science; Law and economics; Economics","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":[0.004364164,0.0004650783,0.0007452108,0.003234014,0.0288793,0.01406152,0.004357934,0.0111357,0.01249893],"category_scores_gemma":[0.01471105,0.001075166,0.0009512302,0.003802581,0.005510693,0.002099347,0.003945491,0.007808305,0.0007421488],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2171943,"about_ca_system_score_gemma":0.4463823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959921,"about_ca_topic_score_gemma":0.998601,"domain_scores_codex":[0.9846891,0.0008760753,0.0003089286,0.001151053,0.004150468,0.0088243],"domain_scores_gemma":[0.9801657,0.003791788,0.001079982,0.0005751475,0.00764429,0.006742997],"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":[0.000243603,0.0004107684,0.08908062,0.0003329951,0.0001871544,0.002674363,0.01101335,0.005849596,0.002689592,0.6694027,0.1627342,0.05538111],"study_design_scores_gemma":[0.0003867368,0.0002450137,0.2057626,0.0007927623,0.0003713424,0.0004729592,0.03094047,0.01018464,0.003354562,0.03340784,0.7136237,0.0004573421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5125713,0.006672556,0.002186166,0.1472404,0.0007939604,0.0005592702,0.001662419,0.0002453734,0.3280684],"genre_scores_gemma":[0.8385589,0.001575196,0.001264854,0.02403015,0.0001151478,0.0001064705,0.0002786091,0.00005216197,0.1340185],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2171943,"threshold_uncertainty_score":0.9079437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030773793246171,"score_gpt":0.3233077561499192,"score_spread":0.3030000182174575,"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."}}