{"id":"W2046635317","doi":"10.3138/jvme.33.3.309","title":"Whither Veterinary Education—Have We Lost Our Direction?","year":2006,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Excellence; Veterinary education; Diversity (politics); Medical education; Veterinary medicine; Process (computing); Best practice; Medicine; Engineering ethics; Curriculum; Political science; Psychology; Pedagogy; Computer science; Engineering","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":[0.01612584,0.0005646513,0.0007686627,0.001383693,0.006303519,0.01243389,0.001769406,0.006666695,0.04933173],"category_scores_gemma":[0.05317492,0.0002903944,0.0004826578,0.001844218,0.0108143,0.01598381,0.005564803,0.0148719,0.008803171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006765738,"about_ca_system_score_gemma":0.01476323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01108748,"about_ca_topic_score_gemma":0.01182667,"domain_scores_codex":[0.9915811,0.003399532,0.0002916576,0.0006881902,0.00232195,0.00171758],"domain_scores_gemma":[0.9574244,0.009140273,0.002762763,0.002039621,0.01373798,0.01489497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009896154,0.0001394985,0.007730025,0.0005858747,0.00002890605,0.0002640891,0.004098995,0.0001497454,0.0002750914,0.03509504,0.579666,0.3718678],"study_design_scores_gemma":[0.00002401995,0.0002468813,0.008857586,0.003167005,0.00001850279,0.000612824,0.03094768,0.0001765071,0.0002166594,0.04556469,0.9100916,0.00007610759],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002798073,0.01702234,0.0006627816,0.9635948,0.01028526,0.00001426877,0.0000746224,0.00007564524,0.005472143],"genre_scores_gemma":[0.2794032,0.07310776,0.005277855,0.546533,0.02455456,0.00009980692,0.0004024364,0.0002522728,0.07036921],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04933173,"threshold_uncertainty_score":0.1650311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03196942095767092,"score_gpt":0.3665281877949108,"score_spread":0.3345587668372398,"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."}}