{"id":"W2044097276","doi":"10.1061/40927(243)271","title":"Effect of Soluble Microbial Products on Simultaneous Nitrification-Denitrification in MBRs","year":2007,"lang":"en","type":"article","venue":"World Environmental and Water Resources Congress 2007","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anoxic waters; Chemistry; Nitrification; Simultaneous nitrification-denitrification; Denitrification; Nitrogen; Pulp and paper industry; Compartmentalization (fire protection); Bioreactor; Environmental engineering; Environmental chemistry; Environmental science; Enzyme; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006793122,0.0007413388,0.0009246493,0.0002254819,0.0001937299,0.0008725355,0.0002979602,0.0003649885,0.0005422447],"category_scores_gemma":[0.001164235,0.0002720384,0.0004503446,0.0002610949,0.0002638077,0.0005208523,0.0006083566,0.0006424776,0.000199074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003223833,"about_ca_system_score_gemma":0.0003307273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002116713,"about_ca_topic_score_gemma":0.002987916,"domain_scores_codex":[0.9989789,0.0003046563,0.0001419256,0.0001359534,0.0003290362,0.0001095433],"domain_scores_gemma":[0.9992518,0.0002706318,0.0001951915,0.00006254052,0.0001218162,0.00009792049],"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":[0.0004361281,0.00007072555,0.0003437341,0.0001565319,0.00002788898,0.0000444966,0.00003743503,0.0002336811,0.9959836,0.00003247614,0.000016583,0.002616783],"study_design_scores_gemma":[0.00001152489,0.0004494446,0.0006899947,0.00000736589,0.00002128651,0.00002525023,0.00001334134,0.0004014352,0.9979523,0.000008672025,0.0004147123,0.000004555416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968973,0.001368099,0.001050637,0.0000489637,0.00002373269,0.00002466378,0.0001186835,0.00002786528,0.0004401036],"genre_scores_gemma":[0.99528,0.0007839666,0.002928891,0.00002282516,0.00001377334,0.00002175478,0.0001717683,0.00002812209,0.0007488463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002116713,"threshold_uncertainty_score":0.004208863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004570046963023313,"score_gpt":0.1964554830127087,"score_spread":0.1918854360496853,"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."}}