{"id":"W3081448756","doi":"10.1111/1750-3841.15387","title":"Validation of a vapor‐phase advanced oxidation process for inactivating <i>Listeria monocytogenes</i> , its surrogate <i>Lactobacillus fructivorans</i> , and spoilage molds associated with green or red table grapes","year":2020,"lang":"en","type":"article","venue":"Journal of Food Science","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Listeria monocytogenes; Food spoilage; Lactobacillus; Food science; Vapor phase; Chemistry; Microbiology; Biology; Bacteria; Fermentation; Thermodynamics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00069469,0.0001858656,0.0003290858,0.00008451932,0.000160173,0.00005306987,0.0003653154,0.00009176257,0.000002017295],"category_scores_gemma":[0.0007061152,0.0001464779,0.00005661359,0.0006579981,0.0001772034,0.0001551545,0.00009297336,0.00008452369,5.130053e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004522659,"about_ca_system_score_gemma":0.0004638069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002646359,"about_ca_topic_score_gemma":0.00001135336,"domain_scores_codex":[0.9983974,0.00005973789,0.0005431763,0.0003541577,0.000383612,0.0002619652],"domain_scores_gemma":[0.9975218,0.0000393261,0.001094149,0.0001584609,0.001028161,0.0001580692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003462818,0.00006245983,0.0003404714,0.0001019314,0.0000606473,0.000002953276,0.000312185,0.0005829778,0.9933952,0.000007182977,0.000006251681,0.001664938],"study_design_scores_gemma":[0.003524367,0.005593656,0.0001872783,0.00009171405,0.00006042786,0.00004829905,0.0003308542,0.0003030563,0.9893704,0.00004262883,0.0002629599,0.0001843523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958408,0.0001708703,0.003095086,0.0002879656,0.00009807875,0.0003764581,0.000081828,0.000007598268,0.00004129075],"genre_scores_gemma":[0.9982414,0.00004419011,0.001381732,0.0001732702,0.00009130566,0.00001273225,0.00002395786,0.00002088325,0.00001051929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005531196,"threshold_uncertainty_score":0.5973196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0845013417946635,"score_gpt":0.3365064191164368,"score_spread":0.2520050773217733,"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."}}