{"id":"W4396524266","doi":"10.1039/d4ew00012a","title":"Oxidation of sulfides following anaerobic municipal wastewater treatment for non-potable reuse applications","year":2024,"lang":"en","type":"article","venue":"Environmental Science Water Research & Technology","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Bureau of Reclamation","keywords":"Reuse; Wastewater; Waste management; Environmental science; Wastewater reuse; Sewage treatment; Environmental engineering; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006863552,0.0001422226,0.0001890432,0.0007311173,0.0002924722,0.00005363044,0.000967896,0.0001605744,0.0000697651],"category_scores_gemma":[0.00008864332,0.0000946474,0.00009021336,0.0006253471,0.0008644778,0.0002668193,0.0006522111,0.0002224012,0.00009587232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005194212,"about_ca_system_score_gemma":0.00002794609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004950257,"about_ca_topic_score_gemma":0.000003337741,"domain_scores_codex":[0.998112,0.00001150576,0.0002479768,0.000511812,0.0003736141,0.0007430811],"domain_scores_gemma":[0.9990626,0.00006807521,0.00001615673,0.0007663589,0.00001280344,0.00007403055],"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":[0.000009277489,0.00006486199,0.00008481342,0.00002021579,0.00002026283,0.00000512458,0.0002301815,0.0001238975,0.9902638,0.0005450985,0.00003056331,0.00860195],"study_design_scores_gemma":[0.0002528402,0.000225762,0.00001549937,0.00003431972,0.0000109103,0.000004582152,0.000697171,0.00720505,0.9748713,0.00316065,0.01341513,0.0001067811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955179,0.0002707486,0.001602839,0.001447483,0.00005797599,0.000688808,0.00001349821,0.0002794511,0.0001212698],"genre_scores_gemma":[0.9942824,0.00007432726,0.003663541,0.00000248826,0.00002200925,0.0008246887,0.00001969885,0.00002124112,0.00108961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01539245,"threshold_uncertainty_score":0.3859609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03266945958836761,"score_gpt":0.3270208722738114,"score_spread":0.2943514126854438,"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."}}