{"id":"W2287653972","doi":"","title":"Fitness for Purpose: Mandatory Continuing Legal Ethics Education for Lawyers","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Legal ethics; Argument (complex analysis); Legal profession; Legal education; Political science; Law; Sociology","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":[0.006552177,0.0001959931,0.0002355267,0.0007941675,0.008048199,0.005246829,0.001549518,0.009157236,0.01036194],"category_scores_gemma":[0.04814222,0.0002302337,0.000353333,0.0005171978,0.005213768,0.002596107,0.005096991,0.005110334,0.001038038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01205732,"about_ca_system_score_gemma":0.07148912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1460865,"about_ca_topic_score_gemma":0.4501665,"domain_scores_codex":[0.9936946,0.001402799,0.0002197127,0.000379691,0.002091761,0.002211462],"domain_scores_gemma":[0.957922,0.01651957,0.002825631,0.001711927,0.007521145,0.01349983],"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":[0.000158422,0.001843474,0.03893035,0.0004889322,0.00002710301,0.0020129,0.04756124,0.0006281829,0.00382272,0.3497707,0.230385,0.324371],"study_design_scores_gemma":[0.0003282237,0.0005642039,0.1619983,0.001610852,0.00008516636,0.002386941,0.04175461,0.003141184,0.004079704,0.1161149,0.6677433,0.0001926843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2208862,0.001209179,0.007009784,0.4848346,0.001405585,0.0005354847,0.00009544341,0.0003848061,0.283639],"genre_scores_gemma":[0.9181475,0.0002071731,0.006679333,0.04580967,0.0003158065,0.0001362528,0.00004796722,0.00003101647,0.02862521],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1460865,"threshold_uncertainty_score":0.2904724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03186251192095178,"score_gpt":0.4108620655133253,"score_spread":0.3789995535923735,"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."}}