{"id":"W2032045520","doi":"10.3138/jvme.31.2.89","title":"Developing an Accreditation System","year":2004,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Accreditation; Medical education; Medicine; Medical physics","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":[0.0429093,0.0002784453,0.0002806719,0.003192603,0.004894209,0.007115093,0.00176075,0.003002502,0.006978138],"category_scores_gemma":[0.03799649,0.0005582484,0.000537737,0.001537669,0.002190676,0.007098952,0.006358591,0.002586976,0.002366588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005406248,"about_ca_system_score_gemma":0.03022455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005677852,"about_ca_topic_score_gemma":0.005614941,"domain_scores_codex":[0.9721783,0.01201031,0.00264555,0.00209001,0.008590216,0.002485517],"domain_scores_gemma":[0.9425367,0.00867833,0.003042286,0.006220269,0.03235884,0.007163608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009011407,0.001690659,0.04112211,0.0003280677,0.00005507396,0.0004290051,0.004078408,0.007009402,0.01278255,0.2379149,0.07912166,0.615378],"study_design_scores_gemma":[0.000193089,0.001745161,0.04910691,0.001019651,0.00008648939,0.0006045276,0.009754678,0.0563807,0.03358874,0.07070401,0.7765803,0.0002357136],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.225158,0.0008498991,0.4932008,0.06122662,0.002372001,0.004703402,0.0002570523,0.00517714,0.2070551],"genre_scores_gemma":[0.5722381,0.0004144361,0.3797796,0.003552378,0.0003910121,0.0008488826,0.0004969981,0.0002391126,0.04203947],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0429093,"threshold_uncertainty_score":0.2269288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03733991191901241,"score_gpt":0.3281703747231452,"score_spread":0.2908304628041328,"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."}}