{"id":"W4412757993","doi":"10.1016/j.jenvman.2025.126759","title":"Fe(III)-induced ammonium production and its control strategy during nitrogen removal in denitrifying dependent anaerobic methane oxidation system","year":2025,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Semtech (Canada)","funders":"Harbin Institute of Technology; State Key Laboratory of Urban Water Resource and Environment; National Natural Science Foundation of China; Key Research and Development Projects of Shaanxi Province; Key Research and Development Program of Heilongjiang","keywords":"Denitrifying bacteria; Anaerobic oxidation of methane; Methane; Nitrogen; Denitrification; Anaerobic exercise; Environmental chemistry; Chemistry; Ammonium; Anammox; Environmental science; Pulp and paper industry; Environmental engineering; Waste management; Biology; Engineering","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":[0.00009379221,0.0001497461,0.0002006733,0.00006416547,0.0001407253,0.0001979787,0.0002453248,0.0002105953,0.0002111525],"category_scores_gemma":[0.00008147868,0.00008957729,0.0001363468,0.00006107323,0.0001588031,0.0001055305,0.0001228251,0.0002120202,0.00004158901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003224463,"about_ca_system_score_gemma":0.0001828083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222244,"about_ca_topic_score_gemma":0.004075408,"domain_scores_codex":[0.9999361,0.00000652567,0.000004871836,0.00001598715,0.00001610987,0.00002045578],"domain_scores_gemma":[0.9999721,0.000004358805,0.000006673759,0.000002853187,0.000007159776,0.000006803506],"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":[0.0001357327,0.00002149794,0.0002039115,0.00001904484,0.000003114205,0.00002791,0.00001190525,0.0001448678,0.9985718,0.00004057637,0.00001621165,0.0008035713],"study_design_scores_gemma":[0.00001253878,0.0001498086,0.004785512,0.000003252803,0.000009526709,0.00003274352,0.00004090619,0.00490187,0.9894916,0.0000367268,0.000528968,0.000006543723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989913,0.0001489813,0.0004608413,0.00003953278,0.00001183814,0.000006252555,0.00003276342,0.00001137988,0.0002971682],"genre_scores_gemma":[0.9990243,0.00006676109,0.0003744058,0.0000122264,0.000001835409,0.000004874641,0.00004019581,0.000001596376,0.0004738949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00222244,"threshold_uncertainty_score":0.004418969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007653597013936263,"score_gpt":0.2087015775583775,"score_spread":0.2010479805444412,"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."}}