{"id":"W2127325628","doi":"10.3138/jvme.35.2.187","title":"Public-Health Education at Kansas State University","year":2008,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosecurity; Public health; Certificate; Curriculum; Veterinary public health; Medical education; Population; Political science; Medicine; Public relations; Veterinary medicine; Nursing; Environmental health","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001853015,0.0001469021,0.0003345661,0.0003417016,0.001347238,0.000006479511,0.0003024431,0.0001321797,0.002075623],"category_scores_gemma":[0.001601876,0.0001335027,0.0001011933,0.0003639497,0.00014776,0.0007911679,0.0001379236,0.0007565598,0.0002604104],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281543,"about_ca_system_score_gemma":0.02686042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001750201,"about_ca_topic_score_gemma":0.00002292993,"domain_scores_codex":[0.9967104,0.001177297,0.0008445224,0.0001816965,0.0006852381,0.0004008821],"domain_scores_gemma":[0.9963576,0.0004075562,0.001258511,0.0002396261,0.000900491,0.0008362168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006650175,0.002890038,0.04077999,0.0003673403,0.0001233969,0.00009032972,0.03763019,8.82134e-7,0.0001575781,0.0003389495,0.7967938,0.1201625],"study_design_scores_gemma":[0.0005459016,0.00079523,0.09598434,0.0002414371,0.00001327474,0.001915686,0.01514981,0.00000411469,0.000001043202,0.00006764565,0.8851712,0.000110272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9197026,0.001072013,0.0002558157,0.06657541,0.006475888,0.0002294289,0.000003775327,0.00002712372,0.005657967],"genre_scores_gemma":[0.9636176,0.006334176,0.00156183,0.007997007,0.001493802,0.00001158491,0.00002902205,0.00002223861,0.01893271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1200523,"threshold_uncertainty_score":0.9999529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.576824385235941,"score_gpt":0.5328972120290012,"score_spread":0.04392717320693984,"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."}}