{"id":"W4302007563","doi":"10.2166/washdev.2022.071","title":"Effect of peracetic acid–ultraviolet combination treatment on microbial and endotoxin levels in a pharmaceutical water system","year":2022,"lang":"en","type":"article","venue":"Journal of Water Sanitation and Hygiene for Development","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Tabriz University of Medical Sciences","keywords":"Peracetic acid; Distilled water; Chemistry; Disinfectant; Contamination; Antimicrobial; Water quality; Water treatment; Microbiology; Pulp and paper industry; Chromatography; Environmental engineering; Environmental science; Biology; Biochemistry; Hydrogen peroxide; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005719775,0.0001067107,0.0001811718,0.0001025547,0.00008218781,0.00001346111,0.00005483354,0.00003386872,0.000005070198],"category_scores_gemma":[0.000009285843,0.00006812553,0.00004027843,0.00001831572,0.0000222733,0.000006224006,0.00005805376,0.00004525147,3.414351e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001218781,"about_ca_system_score_gemma":0.00003353607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001077491,"about_ca_topic_score_gemma":0.000001285743,"domain_scores_codex":[0.9991444,0.0001462994,0.0003495622,0.0001266603,0.0001072443,0.0001258482],"domain_scores_gemma":[0.9997491,0.00001912039,0.00008378393,0.0000507476,0.00005886561,0.00003843073],"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":[0.001431945,0.0001008095,0.0004370699,0.0001119097,0.00006154529,0.000004968128,0.001883554,0.00008270832,0.9884526,0.00001501123,0.000007370339,0.007410483],"study_design_scores_gemma":[0.004481341,0.003637301,0.001129266,0.00002763897,0.00002982415,0.0001182955,0.0002094482,0.00003287825,0.9853376,0.000005175818,0.004905891,0.00008534473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990284,0.0001139906,0.0002027185,0.000112712,0.0001917341,0.0003223852,0.00001583478,0.000001498069,0.00001068882],"genre_scores_gemma":[0.998984,0.00001664739,0.0007727404,0.00003869046,0.00002624482,0.00005202162,0.00006077247,0.00000979341,0.00003906511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007325138,"threshold_uncertainty_score":0.2778078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04236361350210548,"score_gpt":0.3227216928979942,"score_spread":0.2803580793958887,"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."}}