{"id":"W7132863827","doi":"","title":"Peracetic Acid Disinfection Synergy With Alum and Direct Reaction With Chlorine","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Peracetic acid; Alum; Chlorine; Disinfectant; Chlorine dioxide; Radical; Water treatment; Wastewater","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001035747,0.0003176402,0.0001875957,0.000149945,0.00009504641,0.0002498375,0.0002043564,0.0002738517,0.001381052],"category_scores_gemma":[0.00007713308,0.0001422565,0.0004073249,0.0001068441,0.00009289694,0.0001442231,0.0001880571,0.0002320377,0.0004825033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002145921,"about_ca_system_score_gemma":0.0003199479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009278728,"about_ca_topic_score_gemma":0.001534473,"domain_scores_codex":[0.9999145,0.00001193915,0.000003851134,0.00001836963,0.0000267955,0.00002449335],"domain_scores_gemma":[0.9999532,0.000009881339,0.00001249868,0.000004131674,0.00001227743,0.000008077776],"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":[0.00006645886,0.00003357836,0.0001443051,0.00007697269,0.000004904537,0.00003587717,0.000009891425,0.0003638061,0.9950091,0.00006929185,0.00004654897,0.00413944],"study_design_scores_gemma":[0.000009156473,0.0006066763,0.0006032053,0.000005444228,0.00001402806,0.00005692368,0.00001115481,0.001578442,0.9958743,0.00002285714,0.00121464,0.000003248737],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867243,0.001933437,0.006547696,0.0001106227,0.00003624815,0.00005844714,0.00007269752,0.0001017148,0.004414829],"genre_scores_gemma":[0.9821926,0.001654416,0.006542509,0.00004348094,0.00001157873,0.00002570082,0.00008876052,0.00001301669,0.009427972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001381052,"threshold_uncertainty_score":0.004620016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0222627468067511,"score_gpt":0.3147023447607761,"score_spread":0.292439597954025,"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."}}