{"id":"W3208993329","doi":"10.3138/jvme-2021-0061","title":"Evaluation of a Harmonized Undergraduate Catalog for Veterinary Public Health and Food Hygiene Pedagogy in Europe","year":2021,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Curriculum; Veterinary public health; Hygiene; Public health; Medical education; Work (physics); Medicine; Focus group; Food safety; Veterinary medicine; Psychology; Nursing; Business; Pedagogy; Engineering; Marketing; Pathology","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":[0.08406547,0.0007285901,0.001556043,0.004291475,0.002195863,0.006102456,0.003204452,0.002739421,0.005552181],"category_scores_gemma":[0.0591154,0.000942009,0.001180439,0.003390191,0.001383272,0.00334475,0.008258602,0.001339074,0.001078478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007823036,"about_ca_system_score_gemma":0.02092513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002151253,"about_ca_topic_score_gemma":0.003501844,"domain_scores_codex":[0.9690433,0.01537763,0.004336103,0.001993418,0.007386575,0.001862977],"domain_scores_gemma":[0.9377539,0.01695551,0.004653059,0.006016592,0.02313414,0.01148671],"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":[0.006140076,0.05988491,0.08829878,0.004306387,0.00022756,0.001102728,0.026769,0.005330039,0.009322915,0.003804339,0.009923595,0.7848898],"study_design_scores_gemma":[0.008924522,0.1004352,0.5968761,0.004065142,0.000537388,0.001021205,0.04479058,0.007715322,0.01400841,0.002070206,0.2190798,0.0004762301],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749204,0.0005074515,0.00500495,0.0008614761,0.0002484029,0.01156364,0.0005828312,0.0003983625,0.00591246],"genre_scores_gemma":[0.9120302,0.00101578,0.06335177,0.001217511,0.0001517216,0.01284771,0.002573954,0.0001619016,0.006649539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08406547,"threshold_uncertainty_score":0.444586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.640834236174189,"score_gpt":0.6014165493713264,"score_spread":0.03941768680286262,"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."}}