{"id":"W1995866752","doi":"10.3138/jvme.28.2.54","title":"Applying What We Know about Learning to Veterinary Education","year":2001,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Veterinary education; Veterinary medicine; Medical education; Medicine; Curriculum; 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":[0.0191034,0.0006227476,0.0007723023,0.002372219,0.003875512,0.008102716,0.001507678,0.00493628,0.003692218],"category_scores_gemma":[0.03835189,0.000402963,0.0006979327,0.001776751,0.03195089,0.01902072,0.005505861,0.009250953,0.0008239049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005688782,"about_ca_system_score_gemma":0.01484952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01478021,"about_ca_topic_score_gemma":0.02470406,"domain_scores_codex":[0.9872059,0.008202758,0.0005822065,0.0005197049,0.002798708,0.0006907331],"domain_scores_gemma":[0.9629903,0.02896664,0.001654051,0.001295927,0.003578753,0.001514264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008793124,0.0003125963,0.007315361,0.006561219,0.0001303545,0.0006867271,0.09798624,0.0005837667,0.0006839937,0.13273,0.1483596,0.6045623],"study_design_scores_gemma":[0.00004273106,0.0002474871,0.01104984,0.02744586,0.0001429128,0.001220875,0.106759,0.0002981422,0.001407453,0.2494397,0.6018213,0.0001247586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01289011,0.1962408,0.009438585,0.7224003,0.008762025,0.00008172014,0.00007752448,0.00007926722,0.05002957],"genre_scores_gemma":[0.3604743,0.3548568,0.02333044,0.2424653,0.006646676,0.0002737009,0.0001283751,0.00009352041,0.01173095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0191034,"threshold_uncertainty_score":0.1010296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3201909214231692,"score_gpt":0.5528283646412804,"score_spread":0.2326374432181112,"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."}}