{"id":"W2910404482","doi":"10.1016/j.chemosphere.2019.01.097","title":"Degradation of sulfolane in aqueous media by integrating activated sludge and advanced oxidation process","year":2019,"lang":"en","type":"article","venue":"Chemosphere","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sulfolane; Activated sludge; Degradation (telecommunications); Oxidation process; Process (computing); Aqueous medium; Aqueous solution; Advanced oxidation process; Chemistry; Waste management; Environmental chemistry; Chemical engineering; Sewage treatment; Environmental science; Environmental engineering; Wastewater; Engineering; Organic chemistry; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006909978,0.00009093483,0.0001150314,0.000004229657,0.00001476546,0.000006763954,0.00007093315,0.00004914104,0.0009331286],"category_scores_gemma":[0.00004409453,0.00007697447,0.00001078674,0.0001318609,0.00007355012,0.0002727766,0.00004376252,0.00009511695,0.00004854692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006076511,"about_ca_system_score_gemma":0.000003270084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000073788,"about_ca_topic_score_gemma":0.00002587158,"domain_scores_codex":[0.9993789,0.0000142353,0.0001460781,0.0001850959,0.0001363964,0.0001392473],"domain_scores_gemma":[0.9997548,0.00003945281,0.00006887576,0.00007485426,0.000002116423,0.00005985263],"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":[0.0000205933,0.00006002276,0.09630649,0.00002408853,0.000001568879,5.800179e-7,0.0001521756,0.00004939195,0.8562279,0.000002953517,0.00003850648,0.0471157],"study_design_scores_gemma":[0.0005061902,0.0000322401,0.04990087,0.00004518743,0.000003327359,0.000002178535,0.0003736573,0.0009205448,0.9479119,0.00008840703,0.0001173271,0.00009823235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966171,0.00008974494,0.00002567,0.00008474556,0.00002238741,0.0001599722,0.000003820655,0.00001183817,0.002984676],"genre_scores_gemma":[0.9991636,0.00004169857,0.0004287954,0.00007211712,0.000002686109,0.000001543816,0.00003265916,0.0000076514,0.0002491997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09168391,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00807102770682184,"score_gpt":0.2465980725242413,"score_spread":0.2385270448174195,"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."}}