{"id":"W3177621573","doi":"10.1016/j.foodres.2021.110601","title":"Antimicrobial activity and drying potential of high intensity blue light pulses (455 nm) emitted from LEDs","year":2021,"lang":"en","type":"article","venue":"Food Research International","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Alberta Agriculture and Forestry","keywords":"Food science; Human decontamination; Light-emitting diode; Chemistry; Water activity; Salmonella; Pet food; Food microbiology; Lipid oxidation; Population; Antimicrobial; Photolyase; Bacteria; Materials science; Medicine; Biology; Optoelectronics; Biochemistry; Water content; DNA repair","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":[0.0002924582,0.0001251443,0.0001807522,0.00008679335,0.0001069872,0.00006725665,0.000328685,0.0001718765,0.0001004661],"category_scores_gemma":[0.0003887921,0.0001293613,0.0000839292,0.0001092565,0.0001930148,0.00001447442,0.001286965,0.0002283419,0.000004832749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004209592,"about_ca_system_score_gemma":0.0001837563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002329356,"about_ca_topic_score_gemma":0.0001494171,"domain_scores_codex":[0.9984768,0.0001841332,0.0002113191,0.0004671736,0.0004079781,0.0002526143],"domain_scores_gemma":[0.9986541,0.00003713077,0.0000736838,0.0003315867,0.0008193101,0.00008415014],"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":[0.0005967687,0.0001300836,0.001675015,0.0000122633,0.000325277,0.00002715384,0.00004528588,0.00002029435,0.9938315,0.00008017362,0.001151703,0.002104441],"study_design_scores_gemma":[0.0006876207,0.0001844369,0.01286818,0.00002873265,0.0000110091,0.00004951329,0.0000462872,0.00007189227,0.9811151,0.0001892084,0.004625818,0.000122226],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959917,0.0002066564,0.0006130286,0.001411957,0.0009006048,0.0001008706,0.0003907407,0.000008207427,0.0003762327],"genre_scores_gemma":[0.9977304,0.0001599565,0.0005717432,0.00008086617,0.0006972861,0.000007723509,0.0004339428,0.00001876727,0.0002993386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01271647,"threshold_uncertainty_score":0.5275199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07394322632093549,"score_gpt":0.354904228919589,"score_spread":0.2809610025986535,"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."}}