{"id":"W1973571371","doi":"10.3138/jvme.33.2.161","title":"European Veterinary Education: An FVE Perspective","year":2006,"lang":"en","type":"review","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Veterinary education; Veterinary medicine; Medical education; Medicine; Political science; Curriculum; Computer science; Law","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003563718,0.0006528652,0.001897314,0.0008423018,0.0008157287,0.00005699406,0.001051766,0.0006085992,0.002072018],"category_scores_gemma":[0.002396564,0.0005253692,0.0006179561,0.0005440688,0.0002022704,0.001061326,0.0003101109,0.0030926,0.000700503],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530546,"about_ca_system_score_gemma":0.03016113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00016404,"about_ca_topic_score_gemma":0.000004555273,"domain_scores_codex":[0.9889564,0.005926537,0.002884994,0.00055961,0.001084113,0.0005883715],"domain_scores_gemma":[0.991865,0.0009611445,0.003916703,0.0007550497,0.001629156,0.0008729204],"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":[0.0001140832,0.002406283,0.00001572291,0.007401315,0.000209192,0.0001667085,0.002976531,8.218851e-8,0.000001465332,0.000318921,0.1284974,0.8578923],"study_design_scores_gemma":[0.0003157505,0.00245415,0.0002453786,0.02206323,0.0007180499,0.006236546,0.0156448,5.312153e-7,1.33476e-8,0.0001478511,0.9517359,0.0004377963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001756798,0.9448397,0.00003313531,0.001839255,0.01738208,0.000823372,0.00001409008,0.00005683237,0.03325474],"genre_scores_gemma":[0.0004250073,0.9756433,0.001090525,0.001483001,0.0159182,0.0002146992,0.0001694972,0.0001504901,0.004905315],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8574545,"threshold_uncertainty_score":0.9997198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5902654047173149,"score_gpt":0.6366414077724217,"score_spread":0.04637600305510681,"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."}}