{"id":"W1985248281","doi":"10.3138/jvme.29.2.66","title":"Veterinary Medical Education and a Changing Culture","year":2002,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Veterinary medicine; Medicine","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":[0.00646549,0.000262671,0.0004180611,0.0008998506,0.01552521,0.01467731,0.00131205,0.003470938,0.008243681],"category_scores_gemma":[0.00586322,0.0002375025,0.0003180653,0.0009830559,0.02493298,0.008657787,0.009958542,0.0101506,0.001062542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005052193,"about_ca_system_score_gemma":0.005375125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003998736,"about_ca_topic_score_gemma":0.003991423,"domain_scores_codex":[0.9934627,0.003236635,0.0002284379,0.0005733941,0.001363677,0.001135151],"domain_scores_gemma":[0.9918995,0.001619655,0.0008996947,0.0003708064,0.001217402,0.003992872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009316709,0.0003980129,0.01586007,0.0003935994,0.00003996385,0.002577728,0.4867478,0.0003022102,0.002219944,0.3041787,0.07885418,0.1083348],"study_design_scores_gemma":[0.00001420641,0.000206891,0.00783584,0.000687935,0.000007863065,0.001185648,0.3165113,0.0001451593,0.0001911819,0.02996062,0.6431829,0.00007047495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2819912,0.01899268,0.001897007,0.5451376,0.008142532,0.00005073817,0.00007397519,0.00006635294,0.1436479],"genre_scores_gemma":[0.8775218,0.009171487,0.001619128,0.08787791,0.002286945,0.00003976927,0.00004033657,0.00004862133,0.02139394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01552521,"threshold_uncertainty_score":0.03665638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3601787563228834,"score_gpt":0.5445885426428114,"score_spread":0.184409786319928,"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."}}