{"id":"W2543070789","doi":"","title":"FROM COLLEAGUE TO COP TO COACH: CONTEMPORARY REGULATION OF LAWYER COMPETENCE","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Competence (human resources); Normative; Corporate governance; Political science; Scholarship; Law and economics; Law; Public relations; Sociology; Management; 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":[0.01009282,0.0002659246,0.0003161863,0.002045504,0.01982598,0.01413352,0.002871874,0.005286925,0.005013014],"category_scores_gemma":[0.0205358,0.0004813184,0.0003546677,0.002048043,0.04295747,0.004796362,0.006573918,0.006490132,0.0005269751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0697025,"about_ca_system_score_gemma":0.07712581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6608158,"about_ca_topic_score_gemma":0.7429886,"domain_scores_codex":[0.9847627,0.004350512,0.0002704369,0.00242512,0.005142968,0.003048166],"domain_scores_gemma":[0.9868935,0.004884619,0.001407857,0.0009330927,0.003091981,0.002788898],"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":[0.0000147681,0.00003670472,0.004368681,0.00007788061,0.000006975366,0.0002508475,0.07482424,0.0003942629,0.0005081935,0.8694942,0.01328144,0.03674181],"study_design_scores_gemma":[0.00002812229,0.0001068901,0.02510087,0.00097662,0.00002696436,0.0003810095,0.1210816,0.002848752,0.001099708,0.1667931,0.6813595,0.0001969735],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.189672,0.008011613,0.02988957,0.1734195,0.0005769115,0.0001459684,0.00008517494,0.0002076298,0.5979916],"genre_scores_gemma":[0.964983,0.001727975,0.001778575,0.00919708,0.0001129506,0.00004715378,0.00002014094,0.00004665818,0.02208651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6608158,"threshold_uncertainty_score":0.6823635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837694845004135,"score_gpt":0.349075462012789,"score_spread":0.3106985135627476,"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."}}