{"id":"W2046476227","doi":"10.3138/jvme.33.4.533","title":"Education and the Food-Systems Veterinarian: The Impact of New Information Technologies","year":2006,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Food systems; Food security; Marketing; Accreditation; Competition (biology); Agricultural education; Agriculture; Economic growth; Economics; Geography","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":[0.007984892,0.0003169484,0.0002657031,0.001641687,0.002536861,0.01141877,0.001006745,0.006352232,0.014047],"category_scores_gemma":[0.01401241,0.0002151848,0.0004015834,0.001463371,0.005735873,0.01326169,0.003668505,0.004725675,0.001807705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00354463,"about_ca_system_score_gemma":0.007470141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003769977,"about_ca_topic_score_gemma":0.006237941,"domain_scores_codex":[0.9954329,0.002492257,0.0001609501,0.0002683468,0.001144339,0.0005013344],"domain_scores_gemma":[0.9710665,0.02070903,0.001107166,0.0005911576,0.001699311,0.004826803],"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":[0.00009076955,0.0005148486,0.008861837,0.001278491,0.00004139381,0.0008326949,0.008157019,0.0005271438,0.0009570856,0.215834,0.2200434,0.5428613],"study_design_scores_gemma":[0.0000292441,0.0002953797,0.009681896,0.00325839,0.00002430653,0.001270368,0.01583162,0.0007184155,0.0005558382,0.09244914,0.875813,0.00007238951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01309887,0.06880451,0.002827336,0.8255403,0.002788527,0.00003106203,0.00007385154,0.0001293464,0.08670624],"genre_scores_gemma":[0.4990024,0.1995567,0.018879,0.2185955,0.01204521,0.0001160442,0.0001430424,0.0001397168,0.05152252],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.014047,"threshold_uncertainty_score":0.04699188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2143676207531021,"score_gpt":0.5100576147176236,"score_spread":0.2956899939645214,"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."}}