{"id":"W3015836711","doi":"10.1016/j.cej.2020.125043","title":"Osmotic dewatering accelerates inherent sluggish kinetics of electro-Fenton process: Toward sustainable removal of organic contaminants","year":2020,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Forward osmosis; Oxidizing agent; Membrane; Dewatering; Pollutant; Reagent; Osmosis; Chemical engineering; Reverse osmosis; Organic chemistry","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":[0.00005249942,0.0001535391,0.0002342559,0.00002664565,0.0000188456,0.00001966577,0.0002269916,0.00005107535,0.0003551329],"category_scores_gemma":[0.0001251112,0.0001362156,0.00005088062,0.0002187793,0.00004163012,0.0001725839,0.0001173676,0.0001818548,0.000007431704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414434,"about_ca_system_score_gemma":0.00001158968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002781958,"about_ca_topic_score_gemma":6.69743e-8,"domain_scores_codex":[0.9988767,0.00000770085,0.0003759271,0.0001637913,0.0002616768,0.0003142401],"domain_scores_gemma":[0.9995353,0.00001681497,0.0001503331,0.00008568768,0.00004086882,0.0001710487],"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":[0.00002535394,0.00006313546,0.0005868353,0.0001318202,0.000021843,0.00005616943,0.0005714477,0.01431865,0.9837611,0.000005831852,0.0000151217,0.0004427379],"study_design_scores_gemma":[0.0004709575,0.0001451942,0.0004022935,0.00004727673,0.00002327022,0.0001368647,0.0001078712,0.002480054,0.9957807,0.00008918782,0.0001892755,0.0001270383],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742956,0.00008854559,0.02526735,0.0001090963,0.00002959431,0.0001083608,0.000001028256,0.00002878634,0.00007164128],"genre_scores_gemma":[0.9911433,0.00002091987,0.008713239,0.00001667471,0.00004001038,0.000002927248,0.000003844951,0.00002550111,0.00003351232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01684777,"threshold_uncertainty_score":0.555471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047004972663666,"score_gpt":0.2110857217900174,"score_spread":0.2006156720633808,"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."}}