{"id":"W4396905760","doi":"10.3138/jvme-2023-0170","title":"Teaching Tips as a Component of an Instructor Development Program in Veterinary Medicine","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dissemination; Medical education; Component (thermodynamics); Faculty development; Professional development; Veterinary medicine; Medicine; Multimedia; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01243726,0.0007042688,0.0005792892,0.002844746,0.002003473,0.00265297,0.002288223,0.0008232783,0.02882611],"category_scores_gemma":[0.06009303,0.0006817475,0.0005133137,0.001973721,0.0004591501,0.002540303,0.003527226,0.002738635,0.01236698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191875,"about_ca_system_score_gemma":0.006459746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006484044,"about_ca_topic_score_gemma":0.002239781,"domain_scores_codex":[0.9889913,0.00538754,0.0006472396,0.0007743083,0.003274252,0.0009253779],"domain_scores_gemma":[0.8895601,0.03479193,0.009489902,0.008843718,0.02113096,0.0361834],"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":[0.0002073264,0.008309108,0.0168479,0.0004150332,0.00001800132,0.0002346822,0.002543356,0.0002635589,0.003595986,0.0003241455,0.07773381,0.889507],"study_design_scores_gemma":[0.001614613,0.02249126,0.3887202,0.002226572,0.0002401189,0.004991508,0.01391789,0.01120921,0.032712,0.00560286,0.5157102,0.0005635672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6418243,0.001323425,0.112214,0.02005052,0.003091235,0.01952914,0.002012014,0.0429995,0.156956],"genre_scores_gemma":[0.4869697,0.001021027,0.4402683,0.004309422,0.001008092,0.00748785,0.001467959,0.001604456,0.05586323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02882611,"threshold_uncertainty_score":0.09643298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06334670898740379,"score_gpt":0.4474170052651308,"score_spread":0.384070296277727,"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."}}