{"id":"W4390646398","doi":"10.1016/j.cej.2024.148631","title":"UVA LED-assisted breakdown of persulfate oxidants for the treatment of real oil sands process water: Removal of naphthenic acids and evaluation of residual toxicity","year":2024,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Alberta Innovates; Imperial Oil Resources; EPCOR; Fundação de Amparo à Pesquisa do Estado de São Paulo; Teck Resources; Canadian Natural Resources Limited; University of Alberta; Canada's Oil Sands Innovation Alliance; Syncrude; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Alberta Environment and Parks; Suncor Energy Incorporated","keywords":"Persulfate; Chemistry; Human decontamination; Toxicity; Environmental chemistry; Bioassay; Naphthenic acid; Environmental remediation; Contamination; Pulp and paper industry; Waste management; Organic chemistry; Catalysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001365177,0.0002423058,0.0002298558,0.0001643891,0.0001758762,0.0002313423,0.0002187168,0.0003715726,0.001134445],"category_scores_gemma":[0.0001775922,0.0001406579,0.0003215242,0.0001267542,0.0001524239,0.000236896,0.0001842241,0.0003905257,0.0002868721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933696,"about_ca_system_score_gemma":0.0001958173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045896,"about_ca_topic_score_gemma":0.002207016,"domain_scores_codex":[0.9999022,0.0000122732,0.000007519317,0.00002052553,0.00003339728,0.00002409431],"domain_scores_gemma":[0.9999419,0.00001349202,0.00001297322,0.000005749856,0.00001944996,0.000006400771],"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":[0.00008606676,0.00001652107,0.00006684515,0.00005979526,0.000003609797,0.00002813353,0.00002445503,0.00006235771,0.9978029,0.00002598177,0.00003563606,0.001787695],"study_design_scores_gemma":[0.000002690398,0.0000620709,0.0003224337,0.000001596518,0.000004213678,0.00001792601,0.00001330225,0.0002487834,0.9990446,0.000006238956,0.0002737646,0.000002296348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954834,0.0005910994,0.00269682,0.00004259056,0.00001912288,0.0000173731,0.0001552393,0.00008620227,0.0009081668],"genre_scores_gemma":[0.9956651,0.0003951105,0.001831086,0.0000214787,0.000003635619,0.00001581585,0.00008995357,0.00001700833,0.001960839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9989541,"threshold_uncertainty_score":0.003795147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178861980052146,"score_gpt":0.2782664585929255,"score_spread":0.2603802605877109,"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."}}