{"id":"W4416157060","doi":"10.1002/cjce.70165","title":"Effect of soiling agents on disinfection efficacy of a pulsed‐xenon <scp>UV</scp> lamp towards <scp> <i>Listeria monocytogenes</i> </scp> on stainless steel surfaces","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fish <Actinopterygii>; Contamination; Absorption (acoustics); Trehalose; Human health; Fish oil; Cooking oil; Triolein","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002271672,0.0004607973,0.0002406486,0.0001771954,0.0001268423,0.0002700507,0.0002091158,0.0002978522,0.001304538],"category_scores_gemma":[0.0003975845,0.0001630873,0.0002800408,0.0001687692,0.0001337811,0.0001690862,0.0001705386,0.0002592628,0.0002137609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119168,"about_ca_system_score_gemma":0.0001654512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009888116,"about_ca_topic_score_gemma":0.001011142,"domain_scores_codex":[0.9997279,0.00007609148,0.0000342506,0.00004610408,0.00007565883,0.00004001293],"domain_scores_gemma":[0.9994773,0.000178912,0.0001220833,0.00003654859,0.0001321232,0.00005300545],"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":[0.0003389057,0.00006873716,0.0004408662,0.000121221,0.00001390923,0.00003547466,0.00004643163,0.0001198161,0.9964719,0.00001545977,0.00003399201,0.002293432],"study_design_scores_gemma":[0.000004964475,0.00134651,0.00343734,0.00001298353,0.00001662413,0.0000300903,0.00005022385,0.0002954543,0.9944618,0.000004111693,0.0003348397,0.000004995265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982395,0.0006616709,0.0003866818,0.00002147583,0.00001613947,0.00001383825,0.00007487898,0.00002105725,0.0005646651],"genre_scores_gemma":[0.9965929,0.0006955515,0.001483851,0.00002454603,0.000007263803,0.00001589788,0.000148398,0.00001187471,0.001019672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001304538,"threshold_uncertainty_score":0.004364133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012661492442021,"score_gpt":0.2757842287495161,"score_spread":0.2556576138250959,"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."}}