{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003229707,0.00008966207,0.000119445,0.0001586157,0.00003198799,0.00002392257,0.0001606945,0.00007399381,0.00004282342],"category_scores_gemma":[0.0001150387,0.00008243461,0.0000328712,0.000168051,0.00001134248,0.0003117767,0.000007318587,0.0001705148,0.00001536435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005676679,"about_ca_system_score_gemma":0.001357829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000229943,"about_ca_topic_score_gemma":7.969288e-7,"domain_scores_codex":[0.9990628,0.00001915635,0.000384889,0.00006009806,0.0003610913,0.0001120041],"domain_scores_gemma":[0.9994474,0.00001364402,0.00007646927,0.00008020076,0.0001445433,0.0002377492],"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":[0.0001809816,0.002331159,0.0009876282,0.00442252,0.0004858273,0.0003799001,0.02548742,0.08591156,0.01610062,0.07691634,0.02132883,0.7654672],"study_design_scores_gemma":[0.01183291,0.007514149,0.2635055,0.02316847,0.0003486815,0.05517707,0.05948592,0.03127708,0.01733943,0.005962263,0.519335,0.00505348],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947659,0.0003249973,0.04456671,0.0006997566,0.006236468,0.00005342283,2.592837e-7,0.00009985433,0.0003594898],"genre_scores_gemma":[0.976999,0.00008119881,0.02211104,0.0001083924,0.0006585375,0.000008911749,0.000007788278,0.00001636785,0.000008783004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7604138,"threshold_uncertainty_score":0.3361586,"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."}}