{"id":"W7117454279","doi":"10.3390/microorganisms14010059","title":"Photodynamic Decontamination of Food: Assessing Surface Challenges Against Listeria monocytogenes","year":2025,"lang":"en","type":"article","venue":"Microorganisms","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Suncor Energy (Canada)","funders":"Universität Salzburg; Suncor Energy Incorporated","keywords":"Human decontamination; Listeria monocytogenes; Contamination; Food microbiology; Photosensitizer; Food contaminant; Outbreak; Listeria","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":[0.0004980241,0.0005543848,0.0004520333,0.0005025824,0.0002341133,0.0006655678,0.0003747669,0.0007288408,0.0008653096],"category_scores_gemma":[0.0004307467,0.000323891,0.0005341995,0.0003362858,0.0002518035,0.0004266554,0.0005251514,0.0006099476,0.0002374532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002655215,"about_ca_system_score_gemma":0.0002617739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112837,"about_ca_topic_score_gemma":0.001917536,"domain_scores_codex":[0.9995434,0.00007044129,0.00003036723,0.00008596131,0.0001953499,0.00007451238],"domain_scores_gemma":[0.9997112,0.00007893732,0.00006626321,0.00001498921,0.00009873255,0.00002990462],"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":[0.0003541188,0.0002197168,0.003736391,0.0007231736,0.00002832522,0.00008495681,0.0001904803,0.0007885383,0.9829915,0.00006786163,0.0001917118,0.01062315],"study_design_scores_gemma":[0.00002547665,0.005622209,0.02916943,0.0001374422,0.0001376301,0.0003598965,0.0006745614,0.007221981,0.9529636,0.0001319217,0.003508561,0.00004719905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917864,0.002826748,0.003443569,0.00006100308,0.00002819961,0.0001127542,0.000239694,0.00004897063,0.001452578],"genre_scores_gemma":[0.9812695,0.004413756,0.01086816,0.0001635039,0.00001717607,0.0002283491,0.0005979043,0.00003165237,0.002410044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001112837,"threshold_uncertainty_score":0.002894759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04253957681047901,"score_gpt":0.3142697522743335,"score_spread":0.2717301754638545,"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."}}