{"id":"W2395951589","doi":"10.2175/106143012x13347678384765","title":"Disinfection of an Advanced Primary Effluent with Peracetic Acid and Ultraviolet Combined Treatment: A Continuous‐Flow Pilot Plant Study","year":2012,"lang":"en","type":"article","venue":"Water Environment Research","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Peracetic acid; Effluent; Pilot plant; Continuous flow; Primary (astronomy); Waste management; Pulp and paper industry; Water treatment; Chemistry; Environmental science; Ultraviolet radiation; Environmental engineering; Engineering; Radiochemistry; Hydrogen peroxide; Organic chemistry; Biochemical engineering","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":[0.0005613881,0.0002711772,0.000303714,0.00008529008,0.0002953582,0.00005017481,0.0001558784,0.00004683079,0.0004823706],"category_scores_gemma":[0.00000226493,0.0001472705,0.0000313566,0.00007505179,0.0005245775,0.0004211269,0.000224027,0.0001459727,0.0001939719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003926078,"about_ca_system_score_gemma":0.000005242515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000353386,"about_ca_topic_score_gemma":0.00004775511,"domain_scores_codex":[0.9974803,0.0003658959,0.0002367237,0.0004726225,0.0007181494,0.0007262763],"domain_scores_gemma":[0.9991307,0.00003918274,0.00004349663,0.0005027443,0.000004575234,0.0002793001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001005768,0.007777888,0.6046904,0.00001566826,0.00008016607,0.00002370245,0.006157075,0.0003117371,0.3766612,0.000001498196,0.000008292843,0.003266653],"study_design_scores_gemma":[0.006565137,0.0225649,0.6945773,0.0000248115,0.0000969924,0.00003309067,0.001073049,0.00006510046,0.273729,0.00001528894,0.0009321338,0.0003231317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979783,0.00006341965,0.0000101121,0.00007479023,0.00002830979,0.001535143,0.00001812801,0.00002440342,0.0002674477],"genre_scores_gemma":[0.9979246,0.00009351313,0.0005627752,0.000007380387,0.00002698729,0.0002377266,0.0001155687,0.00003273449,0.0009986988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029321,"threshold_uncertainty_score":0.6005516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105427466106754,"score_gpt":0.2575002875387863,"score_spread":0.2364460128777187,"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."}}