{"id":"W4386256971","doi":"10.3138/jvme-2023-0070","title":"Changing Perceptions of Veterinary Undergraduates to Module Re-Structuring as They Progress Through the Curriculum","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Context (archaeology); Attendance; Perception; Psychology; Veterinary education; Medicine; Quality (philosophy); Veterinary medicine; Pedagogy; Political science","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":[0.005828157,0.0001920007,0.0002520471,0.0005729675,0.000983462,0.003504764,0.0004857312,0.0007127404,0.002149745],"category_scores_gemma":[0.02423085,0.0002419803,0.0004249557,0.0003365879,0.0009842095,0.0006654696,0.001745853,0.001446825,0.0003568059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186799,"about_ca_system_score_gemma":0.001506202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002131641,"about_ca_topic_score_gemma":0.003069094,"domain_scores_codex":[0.9966216,0.001036275,0.0001961051,0.0002116623,0.001392356,0.0005418922],"domain_scores_gemma":[0.9874089,0.002441901,0.003017259,0.0003132112,0.002665443,0.004153462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004407324,0.001776797,0.7797753,0.0002038714,0.00008203394,0.0005372132,0.1149429,0.000519124,0.01394113,0.0007034091,0.001987844,0.08508962],"study_design_scores_gemma":[0.00003338608,0.003216287,0.8267723,0.0001181186,0.00003979647,0.0004907151,0.1563294,0.0007504389,0.002993948,0.0003721782,0.00881035,0.00007307756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987092,0.00006685298,0.0001394165,0.0002196317,0.00001339518,0.0000126928,0.00000705646,0.000004700383,0.0008270632],"genre_scores_gemma":[0.9984124,0.0001296029,0.0002563189,0.0002129379,0.00001444065,0.00001411777,0.00002290008,0.000003209495,0.0009340635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005828157,"threshold_uncertainty_score":0.03082263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05513470704627275,"score_gpt":0.4211328270960635,"score_spread":0.3659981200497907,"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."}}