{"id":"W1999271662","doi":"10.3138/jvme.31.3.207","title":"Education of Veterinarians in Europe: The Basis for Recent Change","year":2004,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical education; Medicine","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":[0.002149031,0.0001269911,0.0002964386,0.0002391199,0.0002449885,0.000007546168,0.0003169219,0.0001288533,0.00033969],"category_scores_gemma":[0.005427915,0.00008918619,0.00007350461,0.0005256219,0.00008690105,0.0004104479,0.00006967667,0.0005331754,0.00001755908],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000311818,"about_ca_system_score_gemma":0.00730556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000177617,"about_ca_topic_score_gemma":0.00001700986,"domain_scores_codex":[0.9976722,0.0004716563,0.001050648,0.0001376882,0.0004169914,0.0002508367],"domain_scores_gemma":[0.9968454,0.0006338744,0.0009614338,0.0002312521,0.001163257,0.0001648199],"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":[0.004917631,0.01170836,0.01549227,0.002614953,0.000244147,0.00004088681,0.1384302,0.00001493453,0.004984139,0.00735826,0.06555659,0.7486376],"study_design_scores_gemma":[0.001388691,0.002715827,0.09971473,0.002250405,0.00007080247,0.0005182911,0.04034541,0.000004593801,0.0000214417,0.0007770688,0.8520449,0.0001478684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9036904,0.001847477,0.0002358852,0.08432376,0.00783899,0.0007733307,0.00000415577,0.000007789342,0.001278245],"genre_scores_gemma":[0.9830222,0.005752412,0.00196341,0.006133294,0.002347952,0.0004550328,0.000009901564,0.00002492984,0.0002908861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7864883,"threshold_uncertainty_score":0.9983221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5425488405679821,"score_gpt":0.570906142291825,"score_spread":0.02835730172384288,"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."}}