{"id":"W315121438","doi":"10.1007/978-3-642-27600-2_3","title":"Competence in the Professions: Expanding Opportunities and Emerging Practices","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Competence (human resources); Psychology; Engineering ethics; Engineering; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001107544,0.0005703774,0.0003707457,0.0009227739,0.001487449,0.006730352,0.0007898716,0.002005815,0.01235107],"category_scores_gemma":[0.001487709,0.0001769902,0.0002636322,0.001002023,0.004954935,0.006005593,0.002828725,0.004616839,0.002875641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002792018,"about_ca_system_score_gemma":0.005487672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002766112,"about_ca_topic_score_gemma":0.008289368,"domain_scores_codex":[0.9993129,0.0002288183,0.00002459793,0.00006912952,0.0002816986,0.00008285596],"domain_scores_gemma":[0.9993105,0.0003744079,0.00002998148,0.00003581664,0.0001117728,0.0001375144],"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":[0.000007455243,0.00004254075,0.0001300918,0.0002748247,0.000002495606,0.00009587793,0.004783543,0.0001763796,0.0002379319,0.7564971,0.09589227,0.1418595],"study_design_scores_gemma":[0.000002804004,0.00001010887,0.0002881657,0.0008160172,0.000001826003,0.0002194487,0.001753781,0.0001628315,0.00009753509,0.1419275,0.8547125,0.000007478642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001682787,0.1086483,0.005635747,0.02126647,0.003099887,0.0000351704,0.00002849569,0.00005089832,0.8595522],"genre_scores_gemma":[0.06233566,0.122983,0.01206724,0.0102455,0.003170301,0.0001367695,0.00009273059,0.0001251112,0.7888437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01235107,"threshold_uncertainty_score":0.04131842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1814394699268757,"score_gpt":0.4178987203024407,"score_spread":0.236459250375565,"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."}}