{"id":"W2306557289","doi":"10.2166/wqrj.2006.043","title":"Kinetics of PAA Demand and its Implications on Disinfection of Wastewaters","year":2006,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trojan Technologies (Canada); McGill University","funders":"","keywords":"Disinfectant; Peracetic acid; Effluent; Wastewater; Pulp and paper industry; Chemistry; Reuse; Wastewater reuse; Sewage treatment; Waste management; Environmental science; Dose; Environmental engineering; Biology; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003937182,0.0003661427,0.000415638,0.0002437055,0.0001221074,0.0005751136,0.0002121172,0.0004281817,0.000672264],"category_scores_gemma":[0.0008741287,0.0001866446,0.0003515272,0.0002528944,0.0001910899,0.0003749629,0.0002496708,0.0003829518,0.000367829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004502353,"about_ca_system_score_gemma":0.0002234029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001995193,"about_ca_topic_score_gemma":0.001047343,"domain_scores_codex":[0.9996558,0.00007925813,0.00002507038,0.00006578762,0.0001179241,0.00005612664],"domain_scores_gemma":[0.9992998,0.0002655468,0.0001597985,0.00003915628,0.0001947414,0.00004102596],"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":[0.0005473429,0.00007292155,0.004857002,0.0001222074,0.00002085197,0.00009413937,0.00008164693,0.002391375,0.9867078,0.0000945482,0.0000541878,0.00495599],"study_design_scores_gemma":[0.000006997717,0.0006829416,0.02209091,0.00001157136,0.00001946814,0.0001362136,0.000184974,0.008567824,0.9673346,0.00008156959,0.0008677698,0.00001503555],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960977,0.0005315639,0.002267316,0.00004672009,0.000005280201,0.0000154738,0.0002766697,0.00002735305,0.0007319401],"genre_scores_gemma":[0.9978205,0.000319975,0.0008164837,0.0000163662,0.000002454426,0.00001954667,0.0002136031,0.000009229802,0.0007817896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001995193,"threshold_uncertainty_score":0.003967166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1898937232183771,"score_gpt":0.4397906796633395,"score_spread":0.2498969564449625,"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."}}