{"id":"W2024340636","doi":"10.3138/jvme.35.2.199","title":"Public Health Education at Michigan 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":"Curriculum; Public health; Veterinary public health; Medical education; Food safety; Medicine; Political science; Nursing; Sociology; Pedagogy","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":[0.001677709,0.0001413339,0.0003251359,0.0003360123,0.001315599,0.000006232923,0.0002880717,0.0001173362,0.001453275],"category_scores_gemma":[0.001393326,0.000128896,0.00009582295,0.0003462646,0.0001388941,0.0006975681,0.0001379542,0.0007176618,0.0002179368],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008270517,"about_ca_system_score_gemma":0.02533043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000158193,"about_ca_topic_score_gemma":0.00004248533,"domain_scores_codex":[0.9968719,0.001144331,0.0008093722,0.0001746323,0.0006136156,0.0003860729],"domain_scores_gemma":[0.996611,0.0003540289,0.001222081,0.0002269616,0.0007680738,0.0008178318],"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":[0.0009661126,0.004530757,0.07008249,0.0005577001,0.0001870845,0.0001231321,0.07665163,0.000001036621,0.0004210736,0.0004261973,0.7234527,0.1226],"study_design_scores_gemma":[0.0005329031,0.0008181464,0.1141227,0.0002468991,0.00001191605,0.002033405,0.01833558,0.000003553873,0.000001294572,0.00006271062,0.8637229,0.0001080959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228705,0.00113769,0.0001489363,0.06664479,0.005760935,0.0002092258,0.000002930403,0.00002409101,0.003200869],"genre_scores_gemma":[0.9690031,0.006262613,0.001288652,0.008385194,0.0013092,0.000009021536,0.0000236964,0.00002007395,0.01369844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1402701,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5633649058850885,"score_gpt":0.5302956837834789,"score_spread":0.03306922210160956,"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."}}