{"id":"W4390752584","doi":"10.1016/j.foodcont.2024.110299","title":"Controlling Cronobacter spp. in dairy manufacturing – Fundamental characteristics and practical guidance","year":2024,"lang":"en","type":"article","venue":"Food Control","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Cronobacter; Hygiene; Biology; Opportunistic pathogen; Population; Biotechnology; Business; Bacteria; Environmental health; Medicine; Enterobacter","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002910099,0.0002014981,0.000230669,0.00007121811,0.00005442814,0.0002645214,0.00009623197,0.0001386987,0.00006725787],"category_scores_gemma":[0.00005566952,0.0001876312,0.00007637047,0.0000376957,0.00007507731,0.00002432679,0.0001066719,0.0002428252,0.00003717174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004148292,"about_ca_system_score_gemma":0.00007704902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001133638,"about_ca_topic_score_gemma":0.00006559541,"domain_scores_codex":[0.9985344,0.00009306995,0.0002922654,0.0004680949,0.0001305468,0.0004815741],"domain_scores_gemma":[0.9995188,0.00004861159,0.00004120584,0.0002336161,0.00002353185,0.00013424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001781156,0.0002115322,0.08628661,0.000287211,0.0005351802,0.0002904902,0.0001742607,0.000007159104,0.8949873,0.0002647537,0.000976425,0.01419791],"study_design_scores_gemma":[0.01287101,0.003762706,0.395292,0.0006708655,0.0001897294,0.00059072,0.0004056945,0.002782182,0.2028866,0.0002652367,0.3786042,0.001679086],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955212,0.001420701,0.001367294,0.000713489,0.0002715052,0.0003049033,0.00009385517,0.00002640298,0.0002806024],"genre_scores_gemma":[0.9984776,0.0001541197,0.0001431183,0.0003709097,0.0004384078,0.00006215119,0.00006954393,0.00003405577,0.0002500375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6921008,"threshold_uncertainty_score":0.7651377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365972935745995,"score_gpt":0.2831171307930974,"score_spread":0.2694574014356375,"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."}}