{"id":"W1972765890","doi":"10.3138/jvme.35.4.567","title":"LIVE: The Creation of an Academy for Veterinary Education","year":2008,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"KU Leuven","keywords":"Excellence; Veterinary education; Incubator; Medical education; Veterinary medicine; Faculty development; Professional development; Medicine; Sociology; Political science; Curriculum; Pedagogy; 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":[0.01107157,0.0003549899,0.0002420992,0.002096827,0.005442715,0.009382218,0.002187048,0.002584792,0.02872727],"category_scores_gemma":[0.01277176,0.0003924385,0.000430857,0.001216488,0.004359229,0.007604578,0.01618486,0.005145688,0.007257815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00413158,"about_ca_system_score_gemma":0.02298974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360692,"about_ca_topic_score_gemma":0.003376897,"domain_scores_codex":[0.9946207,0.001595572,0.0002182406,0.0004990444,0.002011253,0.001055191],"domain_scores_gemma":[0.9723827,0.002425658,0.001399212,0.001567337,0.002486301,0.01973884],"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":[0.0001104143,0.0004081256,0.004937686,0.0003426604,0.00001099043,0.0005470258,0.008051391,0.0005059664,0.002768639,0.2005421,0.2868735,0.4949016],"study_design_scores_gemma":[0.00001619386,0.0001342777,0.002487996,0.0001039783,0.000002329598,0.0002956645,0.002025801,0.0002211023,0.0004573105,0.01059263,0.9836401,0.00002262007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08353708,0.009732118,0.07303691,0.2295537,0.01991171,0.001400537,0.001357954,0.004375191,0.5770948],"genre_scores_gemma":[0.3643651,0.004951764,0.1597472,0.02223592,0.006193729,0.001079232,0.001311623,0.001328865,0.4387865],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02872727,"threshold_uncertainty_score":0.0961023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08971388492856183,"score_gpt":0.4564110631720167,"score_spread":0.3666971782434549,"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."}}