{"id":"W2049194764","doi":"10.3138/jvme.33.1.85","title":"Communication Education in Veterinary Education in the United Kingdom and Ireland: The NUVACS Project Coupled to Progressive Individual School Endeavors","year":2006,"lang":"en","type":"review","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kingdom; Medical education; Veterinary medicine; Medicine; Political science; Biology","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":[0.005908965,0.0003754185,0.0009916901,0.002142721,0.0003129778,0.001235825,0.0007583462,0.0007431095,0.001060188],"category_scores_gemma":[0.006448722,0.0002078538,0.0005584187,0.002774908,0.0004920902,0.0008388191,0.001266429,0.000654695,0.0001657123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003269286,"about_ca_system_score_gemma":0.01371186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02285421,"about_ca_topic_score_gemma":0.03427373,"domain_scores_codex":[0.9977568,0.0009528635,0.0003039449,0.0001579084,0.0006165285,0.0002121282],"domain_scores_gemma":[0.9972777,0.001217598,0.0005973048,0.00007169357,0.0006189843,0.0002167667],"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":[0.0001767339,0.0001339321,0.001408742,0.03094928,0.0001063355,0.00008794865,0.0007530525,0.000197463,0.0002450179,0.000887006,0.003012361,0.9620421],"study_design_scores_gemma":[0.0006969232,0.003635356,0.1338652,0.1050531,0.001790664,0.002930648,0.00691468,0.0002676343,0.001845234,0.000811464,0.742108,0.00008116812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005739923,0.9916881,0.00008071998,0.0004665879,0.0001144586,0.00007190963,0.00002601123,0.000008337372,0.001804044],"genre_scores_gemma":[0.04490336,0.9529089,0.0009891684,0.0002803705,0.00005030018,0.0001195531,0.00008088604,0.000003085449,0.0006644136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02285421,"threshold_uncertainty_score":0.04544234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4571857430056721,"score_gpt":0.5963542744320742,"score_spread":0.1391685314264022,"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."}}