{"id":"W2912581125","doi":"10.1080/1460728x.2018.1551677","title":"Governance gone wrong: examining self-regulation of the legal profession","year":2018,"lang":"en","type":"article","venue":"Legal Ethics","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Corporate governance; Duty of loyalty; Statutory law; Accountability; Duty; Legal profession; Loyalty; Law; Duty of care; Function (biology); Political science; Public administration; Law and economics; Sociology; Economics; Fiduciary; Management","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":[0.01763334,0.0001473637,0.0003257614,0.001478172,0.01027386,0.01124281,0.001537636,0.003097415,0.001552015],"category_scores_gemma":[0.02139131,0.000214659,0.0004239298,0.001743411,0.05225647,0.006364005,0.005027073,0.003341093,0.0001318083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0506168,"about_ca_system_score_gemma":0.05037069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3280229,"about_ca_topic_score_gemma":0.3188243,"domain_scores_codex":[0.9801489,0.01020133,0.0004459255,0.001272054,0.004320639,0.00361131],"domain_scores_gemma":[0.9743314,0.01128526,0.004880298,0.001728232,0.004884855,0.002889895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001428149,0.00007888097,0.02901928,0.00005174616,0.00001445596,0.0001922834,0.1718115,0.0005238457,0.0002225465,0.7866606,0.001634603,0.009776074],"study_design_scores_gemma":[0.00005158196,0.0001216374,0.1297635,0.0007942336,0.00004415915,0.0001737592,0.4085909,0.003963731,0.0007544431,0.3351896,0.1204688,0.0000836632],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6524997,0.001759696,0.007239432,0.06261309,0.0001218216,0.000105237,0.00003768176,0.00002328657,0.2756001],"genre_scores_gemma":[0.9969929,0.000180821,0.0002387174,0.0009831804,0.0000132738,0.00001488878,0.000007605643,0.000004460901,0.00156395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3280229,"threshold_uncertainty_score":0.6522272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09074423956251462,"score_gpt":0.4184622964780271,"score_spread":0.3277180569155125,"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."}}