{"id":"W3005343803","doi":"10.1002/wer.1304","title":"Nitrite‐shunt and biological phosphorus removal at low dissolved oxygen in a full‐scale high‐rate system at warm temperatures","year":2020,"lang":"en","type":"article","venue":"Water Environment Research","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"EnviroSim (Canada)","funders":"","keywords":"Nitrite; Effluent; Chemistry; Nitrification; Nitrate; Phosphorus; Ammonium; Ammonia; Denitrification; Aeration; Nitrogen; Environmental chemistry; Environmental engineering; Pulp and paper industry; Environmental science; Biochemistry","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":[0.0002804924,0.0002952278,0.000405793,0.0001364879,0.0004943947,0.0004299964,0.0003406768,0.0002555148,0.000629449],"category_scores_gemma":[0.0001373261,0.0001364051,0.000366795,0.0001208107,0.0002121995,0.0004752394,0.000268699,0.0004008867,0.0002662343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005567423,"about_ca_system_score_gemma":0.0005758735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01208043,"about_ca_topic_score_gemma":0.01455413,"domain_scores_codex":[0.9998118,0.00002100333,0.000006679616,0.0000534808,0.00007607006,0.00003095565],"domain_scores_gemma":[0.9999139,0.00001107599,0.00001543865,0.000009605293,0.00002885706,0.00002100469],"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":[0.000160016,0.0001105233,0.001490867,0.00004312542,0.000009751315,0.00005582079,0.00004830988,0.001072218,0.9935886,0.00001242793,0.00005288828,0.003355522],"study_design_scores_gemma":[0.00009282745,0.002233291,0.04124261,0.000009254065,0.00007174558,0.0001796407,0.0002183396,0.01432425,0.9395304,0.00004362488,0.002014588,0.00003938415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989587,0.00002493474,0.0007409664,0.00001258674,0.00000249088,0.00001109078,0.00004884757,0.00003735549,0.0001630431],"genre_scores_gemma":[0.996296,0.00005590365,0.002643398,0.000014793,0.000003022391,0.00001967061,0.0001850757,0.00001554697,0.000766598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01208043,"threshold_uncertainty_score":0.02402025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02638135897027136,"score_gpt":0.237542298248695,"score_spread":0.2111609392784237,"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."}}