{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002174441,0.0002243276,0.0002553273,0.00006597362,0.00008785031,0.0000415866,0.0003494204,0.0002353337,0.00001334141],"category_scores_gemma":[0.00004342298,0.0002430682,0.0001004104,0.0001228771,0.00009634912,0.00001119433,0.0003441235,0.00006072331,0.000004547865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008455782,"about_ca_system_score_gemma":0.0001366732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001229323,"about_ca_topic_score_gemma":0.0001089468,"domain_scores_codex":[0.9987537,0.00009702136,0.000373252,0.0004455229,0.00009177306,0.0002387054],"domain_scores_gemma":[0.9990897,0.00001873706,0.0001700483,0.0005483943,0.0001329932,0.00004018298],"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":[0.00004442887,0.0000591044,0.0004910561,0.0001002432,0.0001094839,0.000001131087,0.00007422922,0.0000448013,0.991905,0.00029177,0.0000573587,0.006821339],"study_design_scores_gemma":[0.0005537237,0.0001573924,0.004858836,0.00005082959,0.00003126899,0.000006112174,0.0003682015,0.00003006087,0.9896318,0.0001152541,0.003980446,0.0002160351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866934,0.005314752,0.00266154,0.000126955,0.0005145961,0.0002270877,0.00004021041,0.00002721195,0.004394216],"genre_scores_gemma":[0.9955884,0.0009189855,0.002678621,0.0002013326,0.00005847472,0.000008704563,0.0001368113,0.00003768152,0.0003709857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008894972,"threshold_uncertainty_score":0.9912033,"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."}}