{"id":"W2087980807","doi":"10.3138/jvme.32.3.337","title":"VMSTP Combined Degree Training (VMD/PhD): Key Features of the Program at the University of Pennsylvania","year":2005,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Component (thermodynamics); Curriculum; Training (meteorology); Degree program; Key (lock); Veterinary medicine; Psychology; Computer science; Medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001458591,0.0001066102,0.0002781989,0.00007052586,0.0006318679,0.000004108697,0.0004627024,0.0001260828,0.001142987],"category_scores_gemma":[0.001275376,0.00006353886,0.0001441868,0.0002250279,0.000291355,0.0002310754,0.000196442,0.0007081853,0.00001766222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044165,"about_ca_system_score_gemma":0.002272686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008332333,"about_ca_topic_score_gemma":0.000109083,"domain_scores_codex":[0.9977901,0.0007338037,0.0005931643,0.0001011296,0.000576812,0.0002050024],"domain_scores_gemma":[0.9972739,0.0007015333,0.001172999,0.0002596246,0.0004446559,0.0001472389],"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":[0.00328217,0.003259618,0.02088876,0.0006675826,0.0003892248,0.00001946352,0.1414576,0.00001047855,0.003242633,0.0005769809,0.3240298,0.5021757],"study_design_scores_gemma":[0.001035163,0.00128668,0.3825586,0.0007089241,0.0001279458,0.0004121042,0.07126259,0.00001762164,0.00002517855,0.00006249724,0.5424159,0.00008686052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474222,0.00080802,0.00001392451,0.04522052,0.001822902,0.0003277374,0.000002751675,0.000008500602,0.00437342],"genre_scores_gemma":[0.9943813,0.0005083147,0.001115902,0.0008361514,0.0005621919,0.000005915855,0.000002869338,0.000009642064,0.002577685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5020888,"threshold_uncertainty_score":0.9997701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.393210937068829,"score_gpt":0.5017532857141032,"score_spread":0.1085423486452741,"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."}}