{"id":"W1999561454","doi":"10.3138/jvme.32.4.537","title":"Rethinking the Learning and Evaluation Environment of a Veterinary Course in Gross Anatomy: The Implementation of an Assessment and Development Center and an E-Learning Platform","year":2005,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Veterinary education; Course (navigation); Gross anatomy; Center (category theory); Medical education; Faculty development; Veterinary medicine; Psychology; Medicine; Professional development; Engineering; Curriculum; Pedagogy; Anatomy","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":[0.005994301,0.0001101063,0.0002101886,0.0001084484,0.0004819317,0.00001589037,0.00009786814,0.0000784471,0.0001665475],"category_scores_gemma":[0.0001701815,0.00007277181,0.00001665823,0.000070782,0.0001328451,0.0006536085,0.0001164014,0.0006680031,4.596781e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931806,"about_ca_system_score_gemma":0.001137147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005762118,"about_ca_topic_score_gemma":0.00003670888,"domain_scores_codex":[0.9971375,0.001154775,0.0008169276,0.0001417324,0.0005837191,0.0001653407],"domain_scores_gemma":[0.9983228,0.0004198283,0.000917487,0.0000966657,0.0001264814,0.0001167513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003562746,0.0006195933,0.2181737,0.0001879358,0.00007797458,0.000004768247,0.1580182,0.00003841629,0.001184044,0.00005574695,0.00005372135,0.6212296],"study_design_scores_gemma":[0.001333781,0.002058575,0.8028916,0.000354949,0.00005636888,0.0003167544,0.1760978,0.001228082,0.0000132255,0.00009025242,0.01547312,0.00008557303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994505,0.0008190749,0.00005254323,0.003999718,0.0002279972,0.00034663,5.858311e-7,0.000003122844,0.00004528608],"genre_scores_gemma":[0.9960365,0.001496464,0.001965253,0.0002255218,0.0001927023,0.00005143984,0.00001267393,0.000009657192,0.000009845524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.621144,"threshold_uncertainty_score":0.3706678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3213684876258532,"score_gpt":0.6045388229823031,"score_spread":0.2831703353564499,"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."}}