{"id":"W4385715307","doi":"10.1002/wer.10917","title":"Sidestream bio‐P and mainstream anammox in a BNR process with upstream carbon capture","year":2023,"lang":"en","type":"article","venue":"Water Environment Research","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Hampton Roads Sanitation District; Human Resources and Skills Development Canada; Cornell University; Water Research Foundation","keywords":"Anammox; Effluent; Denitrification; Chemistry; Phosphorus; Nitrite; Pulp and paper industry; Environmental chemistry; Enhanced biological phosphorus removal; Sequencing batch reactor; Aeration; Carbon fibers; Nitrogen; Environmental engineering; Activated sludge; Nitrate; Environmental science; Sewage treatment; Denitrifying bacteria; Organic chemistry; Materials science","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":[0.0003738966,0.0005021124,0.0005917222,0.0001996484,0.000219166,0.0006486533,0.0004204536,0.0006392779,0.0004981267],"category_scores_gemma":[0.0002157718,0.0002380843,0.0005966477,0.0002365074,0.0002905667,0.0005008796,0.0006936583,0.0008892255,0.0003211204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004210235,"about_ca_system_score_gemma":0.0004458187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00323652,"about_ca_topic_score_gemma":0.004003897,"domain_scores_codex":[0.9996197,0.00005130469,0.0000251808,0.0001076785,0.0001347342,0.00006129379],"domain_scores_gemma":[0.9998975,0.00001909945,0.00003154765,0.00001114855,0.00001823145,0.00002243907],"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":[0.0001580074,0.0000891363,0.0002612773,0.00006621729,0.000006351379,0.00007416862,0.00002215553,0.0006102492,0.9958262,0.00004410118,0.00001189467,0.002830133],"study_design_scores_gemma":[0.0000247271,0.0009473249,0.002410202,0.00000887149,0.00002297443,0.00009424287,0.00004479566,0.006442595,0.989453,0.00003652222,0.0005001789,0.00001452723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969202,0.0001871615,0.002256835,0.00002637698,0.000008149107,0.00002022824,0.00003924923,0.00004097357,0.000500752],"genre_scores_gemma":[0.9902327,0.000246718,0.008388429,0.00002339566,0.000006114797,0.00002582067,0.00008325061,0.00001605507,0.0009774363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00323652,"threshold_uncertainty_score":0.006435394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038290009444224,"score_gpt":0.2632282718567215,"score_spread":0.2428453717622793,"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."}}