{"id":"W2476689419","doi":"10.1016/j.fm.2016.07.004","title":"Modeling the behavior of Listeria monocytogenes during enrichment in half Fraser broth; impact of pooling and the duration of enrichment on the detection of L. monocytogenes in food","year":2016,"lang":"en","type":"article","venue":"Food Microbiology","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agence Nationale de Sécurité Sanitaire de l’Alimentation, de l’Environnement et du Travail; European Commission","keywords":"Listeria monocytogenes; Pooling; Food science; Listeria; Biology; Microbiology; Duration (music); Food contaminant; Bacteria; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005861187,0.001057252,0.0006269389,0.0004500815,0.0004881302,0.001095143,0.001098434,0.001905131,0.001059195],"category_scores_gemma":[0.001722914,0.000660168,0.0009045778,0.0003280093,0.0005126213,0.0008163584,0.0004872202,0.0007391202,0.0001995924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00135747,"about_ca_system_score_gemma":0.001427195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04484675,"about_ca_topic_score_gemma":0.01522782,"domain_scores_codex":[0.9998128,0.00003638292,0.000007584641,0.00004288321,0.00002851504,0.00007180525],"domain_scores_gemma":[0.9990234,0.0006148852,0.0001528426,0.00003204742,0.000114847,0.00006202201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001127514,0.0001138972,0.004110912,0.00003248693,0.00001377483,0.00006887553,0.00002649188,0.9868553,0.007381529,0.0002970366,0.00005153228,0.0009353641],"study_design_scores_gemma":[0.00000681434,0.00004541999,0.0005289856,0.000002186358,0.000008770305,0.000005128491,0.00001338411,0.9977341,0.001559108,0.0000592867,0.00003200346,0.000004789044],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840427,0.0001791741,0.01342232,0.0001866329,0.00001537111,0.00003204568,0.0001814923,0.0000739887,0.00186629],"genre_scores_gemma":[0.995662,0.0001199338,0.002665815,0.00002173381,0.000003880517,0.00003400749,0.0001060841,0.00001342707,0.001373028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04484675,"threshold_uncertainty_score":0.08917141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.037902315033087,"score_gpt":0.2851310847535664,"score_spread":0.2472287697204794,"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."}}