{"id":"W4375860698","doi":"10.1128/aem.00043-23","title":"Protective Effect of Select Bacterial Species Representative of Fresh Produce on Human Norovirus Surrogates Exposed to Disinfecting Pulsed Light","year":2023,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Université Laval","keywords":"Microbiology; Murine norovirus; Pantoea agglomerans; Biofilm; Norovirus; Biology; Pseudomonas fluorescens; Bacteria; Bacillus cereus; Virus; Virology","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":[0.0001645624,0.0002714262,0.0002484207,0.00009684167,0.0001310969,0.0002117379,0.0001440359,0.0002619689,0.001137919],"category_scores_gemma":[0.0002655461,0.0001145711,0.000162566,0.00008579007,0.0001635882,0.00009959146,0.0002533575,0.000299391,0.0001316201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001211978,"about_ca_system_score_gemma":0.0001511194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007635167,"about_ca_topic_score_gemma":0.0009331792,"domain_scores_codex":[0.9998106,0.00005803868,0.00001355519,0.00004443229,0.00003266034,0.00004069986],"domain_scores_gemma":[0.9998356,0.00005447074,0.00002825194,0.00002048326,0.0000278564,0.00003329828],"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":[0.0004499033,0.00004813525,0.0006341432,0.00003049156,0.00000459462,0.00003810951,0.00004450069,0.00004044097,0.9979767,0.00002176025,0.00001649818,0.000694627],"study_design_scores_gemma":[0.00001794655,0.004318497,0.01140625,0.00001009631,0.00002189999,0.0001839424,0.0001319615,0.0003972897,0.9829426,0.00002530732,0.000538551,0.000005649477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989086,0.0002584397,0.000438393,0.00001948146,0.00001185337,0.00001514836,0.00006325973,0.000006607348,0.0002780855],"genre_scores_gemma":[0.9971018,0.0003131772,0.001162602,0.0000431863,0.000006481526,0.0000221415,0.0002694692,0.000009798719,0.001071147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001137919,"threshold_uncertainty_score":0.00380671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538350079385118,"score_gpt":0.2737089352210496,"score_spread":0.2483254344271984,"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."}}