{"id":"W1633358894","doi":"10.1089/fpd.2014.1843","title":"Efficacy of Ultraviolet (UV-C) Light in a Thin-Film Turbulent Flow for the Reduction of Milkborne Pathogens","year":2015,"lang":"en","type":"article","venue":"Foodborne Pathogens and Disease","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Listeria monocytogenes; Yersinia enterocolitica; Pasteurization; Microbiology; Staphylococcus aureus; Salmonella; Escherichia coli; Hand sanitizer; Food science; Salmonella enterica; Serratia marcescens; Ultraviolet; Aeromonas hydrophila; Biology; Bacteria; Chemistry; Materials science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003050873,0.0003127852,0.0002056555,0.0001655954,0.0001125825,0.0003029899,0.0002190369,0.0002484513,0.0003100623],"category_scores_gemma":[0.0002297053,0.0001079176,0.0002884342,0.0001210432,0.0001988201,0.0001542245,0.0001167481,0.0002247476,0.0000594333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831674,"about_ca_system_score_gemma":0.0002022879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006283569,"about_ca_topic_score_gemma":0.0007238287,"domain_scores_codex":[0.9998881,0.0000393239,0.000006855963,0.00001930599,0.0000337718,0.0000126261],"domain_scores_gemma":[0.9998548,0.00006121649,0.00004183497,0.000007231431,0.00002282529,0.00001197968],"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":[0.0001101703,0.00003887495,0.0004486044,0.0000590695,0.000005324855,0.000009734276,0.000009238332,0.0001520435,0.9966208,0.00001693492,0.000009780849,0.002519508],"study_design_scores_gemma":[0.000009275682,0.0009430918,0.004162851,0.000006024622,0.00002044048,0.00003877527,0.00001716085,0.001117096,0.9934407,0.00001240997,0.0002281354,0.000004134368],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939052,0.001547798,0.004216347,0.00003173786,0.00001347202,0.0000147808,0.0000243585,0.00003116929,0.000214992],"genre_scores_gemma":[0.9926882,0.001062844,0.005809018,0.00002648227,0.000008513309,0.00000974167,0.00003916727,0.000005725205,0.0003504464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006283569,"threshold_uncertainty_score":0.001613498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04259728829835604,"score_gpt":0.2879822301203091,"score_spread":0.2453849418219531,"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."}}