{"id":"W3038028500","doi":"10.3138/jvme-2020-0027","title":"Development of International Learning Outcomes for Shelter Medicine in Veterinary Education: A Delphi Approach","year":2020,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delphi method; Medical education; Specialty; Delphi; Curriculum; Veterinary education; Subject (documents); Veterinary medicine; Medicine; Psychology; Family medicine; Pedagogy; Library science","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":[0.00293939,0.0000983872,0.0002807475,0.0003148863,0.00009598243,0.0000181934,0.0006321745,0.0001231178,0.0004188465],"category_scores_gemma":[0.006833836,0.00008467861,0.00007575757,0.0003102376,0.000207596,0.0002647972,0.00008437652,0.0003915812,0.000002034065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002634618,"about_ca_system_score_gemma":0.005123056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006006405,"about_ca_topic_score_gemma":0.000005480192,"domain_scores_codex":[0.9973141,0.0002523763,0.0008647103,0.0001512504,0.001233253,0.0001842923],"domain_scores_gemma":[0.9983648,0.0003008011,0.0004193138,0.00007385842,0.0005176401,0.0003235578],"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":[0.001032373,0.002770309,0.01662547,0.000575243,0.000139631,0.00003714944,0.1573111,0.00002095607,0.004860324,0.002898038,0.01987376,0.7938557],"study_design_scores_gemma":[0.001229144,0.00168098,0.02060641,0.0008419794,0.00001961335,0.0001733776,0.06536199,0.0005258726,0.00005541076,0.0005242412,0.9087562,0.0002247673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179394,0.0003310235,0.007196622,0.06675473,0.001665854,0.0004499786,7.674242e-7,0.00002135457,0.005640331],"genre_scores_gemma":[0.9438621,0.0001500333,0.05400273,0.0007806277,0.0009565189,0.0000720243,0.0000110363,0.0000126661,0.0001522701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8888825,"threshold_uncertainty_score":0.9088081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3084008414276013,"score_gpt":0.5357654774353398,"score_spread":0.2273646360077384,"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."}}