{"id":"W4394894017","doi":"10.1016/j.jfoodeng.2024.112097","title":"Inactivation kinetics of polyphenol oxidase and peroxidase enzymes in buffer solutions by ultraviolet light sources at multiple UV-C wavelengths","year":2024,"lang":"en","type":"article","venue":"Journal of Food Engineering","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Empresa Brasileira de Pesquisa Agropecuária; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Polyphenol oxidase; Ultraviolet; Chemistry; Peroxidase; Kinetics; Point of delivery; Buffer (optical fiber); Enzyme kinetics; Analytical Chemistry (journal); Chromatography; Enzyme; Materials science; Biochemistry; Optoelectronics","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":[0.0004776517,0.0005018765,0.0002649879,0.0002090273,0.0001576212,0.0003810272,0.0004332204,0.0004637334,0.001127918],"category_scores_gemma":[0.0006588378,0.0001977659,0.0002356435,0.0002890909,0.0002244215,0.0004315223,0.0001222395,0.0005562395,0.0002567094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003539246,"about_ca_system_score_gemma":0.0002929991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011064,"about_ca_topic_score_gemma":0.0007694351,"domain_scores_codex":[0.9997651,0.00004141561,0.00001816683,0.00006690389,0.00004710797,0.00006142303],"domain_scores_gemma":[0.9995717,0.0001933496,0.00006620615,0.00002335301,0.00009508706,0.00005026809],"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":[0.001310428,0.00008634071,0.0005224331,0.0000792319,0.00001439687,0.00003588585,0.00007371132,0.0002570117,0.9941796,0.0000925528,0.0000688317,0.003279644],"study_design_scores_gemma":[0.00001234921,0.0003683072,0.0009865105,0.000007534303,0.00001331698,0.0000198751,0.00002449757,0.001356959,0.9969427,0.00002329947,0.0002384604,0.000006173976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951676,0.000940191,0.003025851,0.00004753262,0.00003524753,0.00001703057,0.0001109994,0.00006308066,0.0005924077],"genre_scores_gemma":[0.9951693,0.0006051381,0.002388334,0.00002944928,0.00001074559,0.00002385087,0.0001740434,0.00002108883,0.001577972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001127918,"threshold_uncertainty_score":0.003773272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786792565648578,"score_gpt":0.2369363115741452,"score_spread":0.2190683859176594,"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."}}