{"id":"W2029371848","doi":"10.1111/j.1541-4329.2004.tb00039.x","title":"Application of Gap Analysis to Education: A Case Study of the Food Safety and Quality Assurance Program at the University of Guelph","year":2004,"lang":"en","type":"article","venue":"Journal of Food Science Education","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Quality assurance; Food safety; Medical education; Quality (philosophy); Psychology; Medicine; Business; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01420397,0.0004694602,0.0004681656,0.002691858,0.0114005,0.003133598,0.002551142,0.002794723,0.002403361],"category_scores_gemma":[0.02085123,0.00041572,0.0003467175,0.002646765,0.00336938,0.002809453,0.005467991,0.002262566,0.0002627333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009707284,"about_ca_system_score_gemma":0.01284555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03690296,"about_ca_topic_score_gemma":0.08508676,"domain_scores_codex":[0.9860669,0.0103091,0.0002936474,0.0004841991,0.001084013,0.001762105],"domain_scores_gemma":[0.9697036,0.02206259,0.001636532,0.001034847,0.003673618,0.001888889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001263005,0.0009010669,0.01852419,0.0005256108,0.00001719022,0.01047025,0.9034804,0.0005800657,0.001151466,0.004921623,0.002254661,0.05704723],"study_design_scores_gemma":[0.00002051275,0.0002312472,0.008487076,0.0004032647,0.00001691723,0.001308606,0.9711005,0.001870982,0.00143414,0.001222529,0.01387947,0.00002474956],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812272,0.0003276916,0.006205012,0.003275387,0.00003407813,0.0004573688,0.00006164042,0.00003367607,0.008378057],"genre_scores_gemma":[0.9908271,0.0003639475,0.006561951,0.0003099902,0.000006699723,0.0001674524,0.00002263851,0.000009444078,0.001730725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.963097,"threshold_uncertainty_score":0.07511866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542093880174223,"score_gpt":0.2995121179064167,"score_spread":0.2740911791046745,"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."}}