{"id":"W3174710287","doi":"10.4315/jfp-21-217","title":"Vapor-Phase Hydroxyl or Chlorine Radical Treatment for Inactivating Listeria monocytogenes on Mushrooms (Agaricus bisporus) without Negatively Affecting Quality or Shelf Life","year":2021,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Chemistry; Hydroxyl radical; Radical; Hydrogen peroxide; Agaricus bisporus; Chlorine; Ozone; Chlorine dioxide; Hypochlorite; Browning; Listeria monocytogenes; Nuclear chemistry; Advanced oxidation process; Mushroom; Food science; Inorganic chemistry; Organic chemistry; Catalysis; Bacteria","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000748669,0.0003560693,0.0005799808,0.0001116978,0.0002859448,0.00009918116,0.0001766857,0.0002743892,0.00002698945],"category_scores_gemma":[0.001997412,0.0002532249,0.0003301548,0.0002438092,0.00006258226,0.0000412206,0.000105213,0.0002124336,0.000001082942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003194157,"about_ca_system_score_gemma":0.000605854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002961649,"about_ca_topic_score_gemma":0.00009776391,"domain_scores_codex":[0.9976197,0.0003558551,0.0009232473,0.0004773864,0.0002859116,0.0003378562],"domain_scores_gemma":[0.9978427,0.0001121937,0.001104949,0.0003656566,0.0003628198,0.000211656],"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":[0.02734673,0.0007949958,0.0001497134,0.0001389401,0.0007102263,0.00004024475,0.0002219312,0.0003408494,0.8929307,0.00001290527,0.00002489417,0.07728789],"study_design_scores_gemma":[0.007690757,0.02409127,0.0004651145,0.0001259102,0.0001198038,0.0005943789,0.0004405932,0.0001199881,0.9575322,0.00005083853,0.008444173,0.0003249304],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729941,0.0003050087,0.02446898,0.0003043556,0.000932052,0.0008818072,0.00004193006,0.00002227022,0.00004944857],"genre_scores_gemma":[0.9900615,0.0001234555,0.007437116,0.0001524955,0.001789659,0.0001361601,0.00003016676,0.00005971602,0.0002096805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07696296,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2362899793066649,"score_gpt":0.4165141802075299,"score_spread":0.180224200900865,"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."}}