{"id":"W2082527569","doi":"10.3138/jvme.33.4.530","title":"Veterinary Medical Education for Modern Food Systems: Past, Present, and Brainstorming a Future","year":2006,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Veterinary education; Brainstorming; Curriculum; Medical education; Government (linguistics); Medicine; Veterinary medicine; Business; Psychology; Marketing; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002266137,0.0002617088,0.0005361119,0.0003254614,0.000702716,0.00004021247,0.0003265303,0.0004332197,0.0002442382],"category_scores_gemma":[0.001240995,0.0002205584,0.0001344995,0.0002038393,0.0001226274,0.0007646224,0.0001467136,0.0008580427,0.00001188236],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002902992,"about_ca_system_score_gemma":0.00726171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009597185,"about_ca_topic_score_gemma":0.000006045129,"domain_scores_codex":[0.9960815,0.0007357414,0.001399615,0.0003069057,0.001019589,0.0004566224],"domain_scores_gemma":[0.9962881,0.0008792891,0.001122311,0.0002670214,0.0008288362,0.0006145081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001380026,0.003470512,0.006488494,0.002777298,0.0002592631,0.00005159667,0.008746198,0.000005751045,0.0005047079,0.00275173,0.751356,0.2222084],"study_design_scores_gemma":[0.001478014,0.003062016,0.009782774,0.00188076,0.0001067977,0.003458327,0.01766628,0.0003967088,0.00000107982,0.0007472641,0.9611617,0.0002582922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151284,0.01494947,0.001589148,0.05152265,0.01451489,0.0008686145,0.000009296808,0.00004132782,0.001376226],"genre_scores_gemma":[0.9584955,0.001153099,0.001689475,0.002690354,0.03417644,0.0004896529,0.00004878591,0.00005324022,0.001203434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2219501,"threshold_uncertainty_score":0.9983662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.239779526200549,"score_gpt":0.5047657662832347,"score_spread":0.2649862400826857,"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."}}