{"id":"W2011078513","doi":"10.2166/wst.2015.096","title":"Long-term performance of side-stream deammonification in a continuous flow granular-activated sludge process for nitrogen removal from high ammonium wastewater","year":2015,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Activated sludge; Chemistry; Pulp and paper industry; Hydraulic retention time; Bioreactor; Nitrite; Wastewater; Dewatering; Biomass (ecology); Nitrification; Ammonium; Mixed liquor suspended solids; Nitrogen; Sewage treatment; Nitrate; Moving bed biofilm reactor; Waste management; Environmental engineering; Environmental science; Biofilm; Ecology; Bacteria","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":[0.0002782431,0.0003982816,0.0004287495,0.0001650914,0.0002118181,0.0003875594,0.0002593473,0.0004031578,0.0003161468],"category_scores_gemma":[0.0002577908,0.0001457957,0.0003759906,0.0001805942,0.0001608087,0.0002910253,0.0002647821,0.0002808874,0.0001478915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003821848,"about_ca_system_score_gemma":0.0002699642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002166106,"about_ca_topic_score_gemma":0.003651546,"domain_scores_codex":[0.9998189,0.00002123206,0.00001718785,0.0000429965,0.0000654618,0.00003434976],"domain_scores_gemma":[0.9998642,0.00002595368,0.00003387689,0.00001225886,0.00003363721,0.00003007808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002397907,0.0000813143,0.000409643,0.00003820112,0.000009304553,0.00002972568,0.00001750692,0.0002145974,0.9966325,0.000009137299,0.000009367356,0.002308943],"study_design_scores_gemma":[0.00001367831,0.001033489,0.006574827,0.000003935273,0.0000359072,0.00005193696,0.0000215091,0.001845398,0.9901022,0.000007594586,0.0003013368,0.000008258748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993109,0.0002145594,0.0003177172,0.000006826801,0.000006072659,0.000004303914,0.00002499845,0.000007016489,0.0001076931],"genre_scores_gemma":[0.998279,0.000209412,0.0006603841,0.000008802737,0.000004579482,0.000006620245,0.0001221114,0.000005096986,0.000704137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002166106,"threshold_uncertainty_score":0.004306972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499122650345273,"score_gpt":0.2332754776127082,"score_spread":0.2182842511092555,"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."}}