{"id":"W4200486395","doi":"10.1016/j.watres.2021.118001","title":"Electrochemical nutrient removal from natural wastewater sources and its impact on water quality","year":2021,"lang":"en","type":"article","venue":"Water Research","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières; Concordia University","funders":"National Science Foundation","keywords":"Wastewater; Chemistry; Ammonium; Anode; Industrial wastewater treatment; Turbidity; Phosphate; Environmental chemistry; Sewage treatment; Suspended solids; Electrochemistry; Phosphorus; Pulp and paper industry; Environmental engineering; Environmental science; Electrode; Geology","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":[0.0002784774,0.0001151977,0.0001625314,0.0001472978,0.0001742969,0.0005587776,0.0002508496,0.0005256875,0.0008038043],"category_scores_gemma":[0.0005946307,0.00008676633,0.0001966179,0.0001672254,0.0002299733,0.0002883133,0.0002185455,0.0003054765,0.0001519112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003932203,"about_ca_system_score_gemma":0.0003014969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002027745,"about_ca_topic_score_gemma":0.003350957,"domain_scores_codex":[0.9997407,0.00005501896,0.00001526427,0.00003703434,0.0001133708,0.00003866311],"domain_scores_gemma":[0.9997241,0.0001287478,0.00002735601,0.00001331564,0.0000877165,0.0000187598],"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":[0.0007935842,0.0001570479,0.002660421,0.0002141742,0.00003258364,0.0001704484,0.00008272845,0.0008939992,0.9684464,0.0003995736,0.0002418964,0.02590724],"study_design_scores_gemma":[0.00001932874,0.0004776019,0.009166569,0.00001362938,0.00003017715,0.0001816885,0.0001484768,0.003384995,0.9832625,0.0002022386,0.003100614,0.00001217592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945738,0.002326886,0.00101573,0.0001238356,0.00004612911,0.000007846237,0.00005084563,0.000008597746,0.001846366],"genre_scores_gemma":[0.9958497,0.001241692,0.0006710059,0.00004115172,0.00001362668,0.00000616849,0.00003812502,0.000004013828,0.002134538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002027745,"threshold_uncertainty_score":0.004031897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060984951014733,"score_gpt":0.3316626915146304,"score_spread":0.3010528420044831,"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."}}