{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001286468,0.00007761567,0.0001317029,0.00008631325,0.00009085543,0.00002474435,0.0001442155,0.00008725663,0.00001061164],"category_scores_gemma":[0.00008488372,0.00005491757,0.00006935667,0.00006017751,0.0001577933,0.000005947952,0.0001645729,0.0001357057,0.000001773727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002176971,"about_ca_system_score_gemma":0.00001858988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003116974,"about_ca_topic_score_gemma":0.0000121277,"domain_scores_codex":[0.998516,0.0004404499,0.0003919349,0.0001623867,0.0002543146,0.0002349186],"domain_scores_gemma":[0.9992234,0.00003072434,0.00009017134,0.0002316618,0.0003545137,0.00006948954],"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":[0.0001836025,0.0001084829,0.004451044,0.0000483003,0.00003398578,5.297109e-7,0.00005755025,0.0001741204,0.9940773,0.0003258742,0.0001510237,0.0003881994],"study_design_scores_gemma":[0.0003854473,0.0005779081,0.02628746,0.00001687783,0.000007048239,0.00003047793,0.00003751956,0.000005195745,0.9698368,0.001155963,0.00159498,0.00006434332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980567,0.0002133303,0.0006105542,0.0005143132,0.00005604174,0.0001154331,0.00002802389,0.000001892271,0.0004037242],"genre_scores_gemma":[0.9992499,0.0001695442,0.0001700468,0.00001209106,0.0001631069,0.000004607502,0.00003337617,0.00001034308,0.0001869973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02424051,"threshold_uncertainty_score":0.2239474,"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."}}