{"id":"W2795379623","doi":"","title":"PROFESSIONAL EXCELLENCE THROUGH COMPETENCY DEVELOPMENT","year":2017,"lang":"en","type":"article","venue":"The Canadian Bar Review","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Lifelong learning; Continuing professional development; Meaning (existential); Professional development; Public relations; Political science; Quality (philosophy); Legal profession; Process (computing); Engineering ethics; Pedagogy; Sociology; Law; Engineering; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01599976,0.0004981789,0.0003879594,0.004140087,0.004520777,0.007658138,0.001975177,0.002770679,0.00503635],"category_scores_gemma":[0.01866622,0.0001846894,0.0003877076,0.001913883,0.01729265,0.004015862,0.006907426,0.003109614,0.001362799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02682163,"about_ca_system_score_gemma":0.08287924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2011196,"about_ca_topic_score_gemma":0.2536505,"domain_scores_codex":[0.9839481,0.005421117,0.000531871,0.001022244,0.006999562,0.002077274],"domain_scores_gemma":[0.9855226,0.004192221,0.001053654,0.0009291646,0.005766657,0.00253562],"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":[0.000006080678,0.0000345473,0.0006138284,0.0007533449,0.0000166827,0.00008345682,0.004302073,0.0002959262,0.0001990021,0.7884823,0.03696916,0.1682435],"study_design_scores_gemma":[0.00001219257,0.00003878069,0.002743045,0.002547985,0.00001754998,0.0002451162,0.004060402,0.000298405,0.0005101358,0.1570946,0.8324031,0.0000287144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008557051,0.08100491,0.02191692,0.1305106,0.00135847,0.0002797444,0.00008673153,0.0001263226,0.7561593],"genre_scores_gemma":[0.7242277,0.1202577,0.03679527,0.02354495,0.001089877,0.0002800417,0.0001522886,0.0001112932,0.09354097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2011196,"threshold_uncertainty_score":0.399898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379228691936547,"score_gpt":0.445149747260576,"score_spread":0.3072268780669213,"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."}}