{"id":"W2589185236","doi":"","title":"Theories of Expertise and Measures of Competence: Cognitive and Interactional Perspectives","year":2008,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Competence (human resources); Cognition; Medical education; Social psychology; Medicine","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":[0.03793128,0.001802803,0.001639212,0.01291552,0.001706726,0.009234793,0.004865653,0.005603164,0.002854351],"category_scores_gemma":[0.05936966,0.001214467,0.001310902,0.00744265,0.04723947,0.01814957,0.005503141,0.009806797,0.0004432969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006763054,"about_ca_system_score_gemma":0.002526497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004623021,"about_ca_topic_score_gemma":0.002658325,"domain_scores_codex":[0.9717515,0.01882404,0.001294206,0.002134981,0.00527356,0.0007217542],"domain_scores_gemma":[0.8133765,0.168676,0.005690246,0.004169804,0.006560304,0.001527265],"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":[0.00003082631,0.00008115039,0.003630739,0.0002468803,0.00004363447,0.00005552383,0.00342531,0.001036767,0.00007188141,0.9730808,0.0008238726,0.0174725],"study_design_scores_gemma":[0.00002237787,0.00003378909,0.004741052,0.0005664793,0.00002187836,0.0001397088,0.002032391,0.00312073,0.00008845337,0.9811162,0.008074975,0.00004193842],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05407465,0.2530272,0.2826502,0.1780824,0.001184985,0.0002307087,0.000356676,0.0001190662,0.230274],"genre_scores_gemma":[0.8982224,0.03247847,0.05324925,0.006921669,0.004318852,0.001036407,0.0002000383,0.00007221811,0.003500748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03793128,"threshold_uncertainty_score":0.2006022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803365974739853,"score_gpt":0.2764413328929476,"score_spread":0.2484076731455491,"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."}}