{"id":"W3135241211","doi":"10.3138/jvme-2019-0128","title":"Comparing Entrustment and Competence: An Exploratory Look at Performance-Relevant Information in the Final Year of a Veterinary Program","year":2021,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formative assessment; Competence (human resources); Coaching; Medical education; Data collection; Rating scale; Qualitative property; Psychology; Medicine; Computer science; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01267355,0.0003258493,0.0004631118,0.003236828,0.00139012,0.002535267,0.0007927941,0.000615393,0.00144364],"category_scores_gemma":[0.05748522,0.0003392137,0.0004251595,0.00146976,0.001208964,0.00151318,0.003580666,0.001405007,0.0002672539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599464,"about_ca_system_score_gemma":0.002508502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003829534,"about_ca_topic_score_gemma":0.009679367,"domain_scores_codex":[0.9932887,0.002544781,0.000710958,0.0004263645,0.001924749,0.001104457],"domain_scores_gemma":[0.9425197,0.02656082,0.01493192,0.001571336,0.009690158,0.004726093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005527028,0.001731141,0.7827401,0.0003016274,0.00007522241,0.0006107469,0.1463969,0.0003141726,0.004354561,0.0001724654,0.0006132209,0.06213709],"study_design_scores_gemma":[0.000005791558,0.001977949,0.9158484,0.0000967001,0.00001694486,0.0001918885,0.07791848,0.0003326678,0.002009943,0.00007914132,0.001478031,0.00004410267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991685,0.00003506066,0.000205157,0.00004849934,0.000004108766,0.0000448165,0.00005052772,0.000006006392,0.0004374121],"genre_scores_gemma":[0.9986309,0.0000509444,0.0005188012,0.00003177617,0.000006911612,0.00006252748,0.00008958876,0.000005051693,0.0006033226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01267355,"threshold_uncertainty_score":0.06702495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0786620013791854,"score_gpt":0.3829274321822145,"score_spread":0.3042654308030291,"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."}}