{"id":"W4200283318","doi":"10.1016/j.watres.2021.118010","title":"Simultaneous control of sulfide and methane in sewers achieved by a physical approach targeting dominant active zone in sediments","year":2021,"lang":"en","type":"article","venue":"Water Research","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Major Science and Technology Program for Water Pollution Control and Treatment; National Natural Science Foundation of China","keywords":"Flushing; Sulfide; Methane; Sediment; Sanitary sewer; Dredging; Environmental science; Sedimentation; Sediment control; Environmental engineering; Environmental chemistry; Geology; Chemistry; Geomorphology; Oceanography","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":[0.00007460787,0.0001983748,0.0001161103,0.00008921915,0.000163549,0.0002767383,0.0001272626,0.0001472539,0.0003066431],"category_scores_gemma":[0.00008078563,0.0001087178,0.0001164434,0.00006239857,0.0002099163,0.0001297575,0.0002468911,0.0001785013,0.0000506567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947985,"about_ca_system_score_gemma":0.0002878985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008463245,"about_ca_topic_score_gemma":0.002609052,"domain_scores_codex":[0.9999485,0.000005762482,0.000003093133,0.0000152912,0.00001491349,0.00001249798],"domain_scores_gemma":[0.9999565,0.000007630179,0.00001450217,0.000003541959,0.000009456825,0.000008339627],"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":[0.00008753475,0.00001604738,0.0002426832,0.00001905352,0.000002263946,0.00001195664,0.00001110605,0.0002486196,0.9977925,0.00006608893,0.000008756141,0.00149339],"study_design_scores_gemma":[0.00001114939,0.000160286,0.001564003,0.000001468263,0.000006374351,0.000009847212,0.00002478527,0.002611259,0.9953114,0.00002397348,0.0002733531,0.000002070874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959956,0.0001435985,0.003327762,0.00003125571,0.00001071076,0.000006388949,0.00001331988,0.00002509563,0.000446169],"genre_scores_gemma":[0.9979418,0.0001025441,0.001238082,0.000008669271,0.000003283562,0.000005453143,0.000006980984,0.000002255812,0.0006908523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008463245,"threshold_uncertainty_score":0.001682818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122406805687428,"score_gpt":0.3051568342381851,"score_spread":0.2839327661813109,"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."}}