{"id":"W4405287473","doi":"10.3138/jvme-2024-0048","title":"Enhancing Veterinary Education in Cambodia: Evaluation of Web-Based Resources in Teaching Herd Health and Epidemiology","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Distance education; Medicine; Veterinary 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":[0.008523605,0.0006211299,0.000647006,0.001034578,0.0007849935,0.001727792,0.0009678505,0.0009998817,0.003422805],"category_scores_gemma":[0.0113717,0.0003886099,0.0005478974,0.0008751553,0.0006189304,0.001070467,0.002058215,0.0009276956,0.0004419509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002059561,"about_ca_system_score_gemma":0.004532199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004630658,"about_ca_topic_score_gemma":0.008853973,"domain_scores_codex":[0.9943444,0.003564674,0.0004229672,0.0002965988,0.0007894599,0.0005820024],"domain_scores_gemma":[0.9913518,0.004289498,0.0008721969,0.0003561269,0.001163837,0.001966532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01979533,0.1153656,0.0643123,0.01510605,0.0006091006,0.00154598,0.01998479,0.006445602,0.02504558,0.0006459032,0.001712708,0.729431],"study_design_scores_gemma":[0.01410611,0.3553777,0.5239844,0.006376156,0.001732214,0.0007048681,0.02428632,0.00608727,0.03784176,0.0004569512,0.02884886,0.0001973617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923667,0.0004231544,0.0003019733,0.0003065822,0.00001731405,0.003074245,0.0001498213,0.00002917013,0.003331049],"genre_scores_gemma":[0.9843689,0.001502036,0.008293122,0.0003548873,0.00003064802,0.003490008,0.0003015143,0.00001301426,0.00164585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008523605,"threshold_uncertainty_score":0.04507762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4275616765495043,"score_gpt":0.6110339135481521,"score_spread":0.1834722369986478,"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."}}