{"id":"W3157377045","doi":"10.1016/j.jes.2021.02.026","title":"Enhancement of simultaneous nitrogen and phosphorus removal using intermittent aeration mechanism","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Sciences","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; York University","keywords":"Aeration; Nutrient; Phosphorus; Enhanced biological phosphorus removal; Pulp and paper industry; Environmental science; Sewage treatment; Environmental engineering; Biostimulation; Nitrogen; Chemistry; Environmental chemistry; Activated sludge; Ecology; Biology; Contamination; Bioremediation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003193745,0.0001324942,0.0002044929,0.00003942614,0.0001504282,0.00003557704,0.0001604263,0.0000384843,0.0007962369],"category_scores_gemma":[0.00001426476,0.0001022552,0.00009329761,0.0001207488,0.0003619907,0.000302784,0.0001937013,0.00007225176,0.00001190973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001834681,"about_ca_system_score_gemma":0.00002097874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002277962,"about_ca_topic_score_gemma":0.000006646613,"domain_scores_codex":[0.998529,0.00006395851,0.0004014394,0.0002107411,0.0005975271,0.0001973832],"domain_scores_gemma":[0.9994349,0.00004253808,0.0003240076,0.00008921059,0.000005900332,0.0001034715],"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":[0.00003609842,0.000227929,0.0134111,0.00000293152,0.00003166642,0.0002584963,0.0003175959,0.0005254058,0.9735007,0.0000208772,0.00001129584,0.01165587],"study_design_scores_gemma":[0.0005516191,0.0006136696,0.001136344,0.00002928033,0.0000679068,0.001067846,0.001036809,0.002509036,0.991522,0.001122279,0.0002116666,0.0001315769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986074,0.0006002843,0.0002918542,0.00005907579,0.0001189125,0.00007401208,0.000003444613,0.000002119304,0.0002429169],"genre_scores_gemma":[0.9715434,0.0002686236,0.02797173,0.00005047914,0.0000306011,4.883999e-7,9.596616e-7,0.000005830892,0.0001279027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02767988,"threshold_uncertainty_score":0.8718235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353397795094174,"score_gpt":0.2287439175423935,"score_spread":0.2152099395914518,"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."}}