{"id":"W2093918933","doi":"10.3138/jvme.31.4.347","title":"Practitioner-Defined Competencies Required of New Veterinary Graduates in Food Animal Practice","year":2004,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Strengths and weaknesses; Medical education; Veterinary education; Veterinary medicine; Medicine; Psychology; 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":[0.001975867,0.0001930559,0.0002014188,0.0008072897,0.000446028,0.0007460393,0.000477952,0.0008840886,0.01243919],"category_scores_gemma":[0.009484719,0.0001156813,0.0001700839,0.0003675774,0.0004666579,0.0006653284,0.001067535,0.0006577762,0.002005314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009584703,"about_ca_system_score_gemma":0.005979602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002353444,"about_ca_topic_score_gemma":0.005052794,"domain_scores_codex":[0.9987634,0.0003010409,0.0001400897,0.00007413039,0.0004632811,0.000258002],"domain_scores_gemma":[0.9930789,0.001964185,0.000966994,0.0002003898,0.001952074,0.00183747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002269333,0.001755252,0.1544923,0.003615938,0.00003219047,0.002073266,0.02165239,0.004016559,0.02204056,0.01679102,0.07458784,0.6987157],"study_design_scores_gemma":[0.000117242,0.002535188,0.5553517,0.005191189,0.00003578883,0.01082484,0.02674657,0.00591409,0.01327806,0.01753112,0.3623267,0.000147479],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7360306,0.003493243,0.02833402,0.02069774,0.0008663069,0.001634466,0.00157536,0.0004899388,0.2068783],"genre_scores_gemma":[0.8926604,0.002580015,0.0683066,0.002541398,0.0001613331,0.0007574764,0.00122417,0.00003362649,0.03173498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01243919,"threshold_uncertainty_score":0.04161322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.410186661417293,"score_gpt":0.5293783725434722,"score_spread":0.1191917111261792,"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."}}