{"id":"W2594542520","doi":"10.1016/j.biortech.2017.02.108","title":"Long-term dynamic and pseudo-state modeling of complete partial nitrification process at high nitrogen loading rates in a sequential batch reactor (SBR)","year":2017,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nitrification; Nitrite; Alkalinity; Anammox; Effluent; Sequencing batch reactor; Nitrate; Chemistry; Wastewater; Pulp and paper industry; Environmental engineering; Environmental science; Nitrogen; Denitrification; Engineering","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":[0.0003436736,0.0005165681,0.0007459213,0.0001998716,0.0004499485,0.0007216322,0.0006164611,0.0008556365,0.000878673],"category_scores_gemma":[0.0004372518,0.000387666,0.0008205015,0.0002150786,0.0005313086,0.0006080102,0.0003846909,0.0005554241,0.000145638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009196347,"about_ca_system_score_gemma":0.0008486196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03135172,"about_ca_topic_score_gemma":0.01634983,"domain_scores_codex":[0.9999117,0.00001551624,0.000005248933,0.00002500511,0.00002054155,0.00002204469],"domain_scores_gemma":[0.9997988,0.0001067129,0.00002377415,0.0000138636,0.00004253194,0.00001434884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000907942,0.00004408827,0.0007610034,0.00003091083,0.00001845735,0.00004910669,0.00002425698,0.9884564,0.008673745,0.0004320002,0.00005915607,0.001360075],"study_design_scores_gemma":[0.000003131662,0.00002299247,0.0002764215,5.921779e-7,0.000003865608,0.000002258971,0.000004063058,0.9985398,0.0010495,0.00006562348,0.0000288689,0.00000299534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687959,0.0001693998,0.02706991,0.0001502373,0.00003053018,0.00002554181,0.000234744,0.00014681,0.00337689],"genre_scores_gemma":[0.9978784,0.00005693356,0.0008380141,0.000009141658,0.000002414355,0.00002078978,0.00008621426,0.000008502284,0.001099612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03135172,"threshold_uncertainty_score":0.06233847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02008372832163766,"score_gpt":0.2612722506278499,"score_spread":0.2411885223062122,"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."}}