{"id":"W1976481047","doi":"10.3138/jvme.33.3.389","title":"The Future of Training for Aquatic Animal Health Veterinarians","year":2006,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internship; Medical education; Training (meteorology); Continuing education; Veterinary medicine; Animal health; Medicine; One Health; Public health; Nursing; 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":[0.008219992,0.0005842544,0.0003757383,0.001187299,0.002899308,0.004703959,0.001448565,0.009071046,0.03624561],"category_scores_gemma":[0.01057288,0.0002252748,0.0005185706,0.0006914081,0.002561326,0.005395005,0.002912932,0.005447394,0.005605466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002808465,"about_ca_system_score_gemma":0.02040215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005543626,"about_ca_topic_score_gemma":0.01173339,"domain_scores_codex":[0.9958931,0.001662927,0.0001284701,0.0002589284,0.0008881157,0.001168372],"domain_scores_gemma":[0.9717894,0.004125006,0.0009618128,0.0004342856,0.003077114,0.0196124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001589119,0.0005980051,0.00362128,0.001157021,0.00001263294,0.0003710946,0.00138579,0.0002880513,0.0006682318,0.02370185,0.3562124,0.6118247],"study_design_scores_gemma":[0.00009540217,0.0005945814,0.01284761,0.004378056,0.00001894992,0.001594671,0.007379365,0.0005658198,0.0002583318,0.01915926,0.9530426,0.00006537615],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005596986,0.09052331,0.002254938,0.8433876,0.01023548,0.00004285622,0.0001268032,0.0002491647,0.04758285],"genre_scores_gemma":[0.2999575,0.2943142,0.03856538,0.2433485,0.03143157,0.0006847737,0.0006681471,0.0001852798,0.09084456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03624561,"threshold_uncertainty_score":0.1212537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3789250665401568,"score_gpt":0.559662934130244,"score_spread":0.1807378675900873,"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."}}