{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007186003,0.0004315365,0.0005501193,0.0001467616,0.0001461092,0.0004430415,0.000341029,0.0003568711,0.0001936809],"category_scores_gemma":[0.0003855862,0.0002268287,0.0007874653,0.0001251035,0.0002295435,0.000146792,0.0002092632,0.000337063,0.00008714568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000378884,"about_ca_system_score_gemma":0.0003777573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002140259,"about_ca_topic_score_gemma":0.001743924,"domain_scores_codex":[0.9996058,0.00008471513,0.00002511316,0.00009992606,0.0001480411,0.00003641826],"domain_scores_gemma":[0.9997848,0.00005705871,0.00005243922,0.00002364,0.00006470447,0.00001740363],"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":[0.0001874091,0.0001555286,0.001018368,0.0001004642,0.00002747867,0.00002088889,0.00002445496,0.003751874,0.9915138,0.0000259988,0.00001942742,0.003154379],"study_design_scores_gemma":[0.00001549296,0.002549821,0.003462915,0.000007477446,0.00005430195,0.00004078405,0.00002548331,0.01491169,0.978618,0.00001370334,0.000290401,0.000009964885],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910184,0.000219497,0.008387534,0.00001992435,0.00001142276,0.00006124614,0.00006882301,0.00003956898,0.0001735146],"genre_scores_gemma":[0.9901109,0.0003161044,0.009080574,0.00001311464,0.000003488312,0.00003217259,0.0001154926,0.000008946948,0.0003190148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002140259,"threshold_uncertainty_score":0.004255652,"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."}}