{"id":"W4205733826","doi":"10.1016/j.scitotenv.2022.153029","title":"Solar-activated zinc oxide photocatalytic treatment of real oil sands process water: Effect of treatment parameters on naphthenic acids, polyaromatic hydrocarbons and acute toxicity removal","year":2022,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canada First Research Excellence Fund; Alberta Innovates; Natural Sciences and Engineering Research Council of Canada; Canada's Oil Sands Innovation Alliance; Imperial Oil Limited; Syncrude; Alberta Environment and Parks; Suncor Energy Incorporated; Canadian Natural Resources Limited","keywords":"Photocatalysis; Chemistry; Effluent; Environmental chemistry; Acute toxicity; Toxicity; Bioassay; Activated carbon; Nuclear chemistry; Catalysis; Organic chemistry; Environmental engineering; Environmental science; Adsorption","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":[0.0003963588,0.0002510636,0.0004433042,0.00007083903,0.0004093111,0.00001490627,0.0004977842,0.0000310756,0.00004021765],"category_scores_gemma":[0.00001334022,0.0001195648,0.0002172857,0.000220758,0.001012329,0.00006171686,0.0001965589,0.00008664279,0.000001162791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006011606,"about_ca_system_score_gemma":0.0000721651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003362538,"about_ca_topic_score_gemma":5.96308e-7,"domain_scores_codex":[0.9982274,0.00009195213,0.0003328837,0.0003710872,0.0006652322,0.000311502],"domain_scores_gemma":[0.998822,0.00009372084,0.0003110493,0.0006958485,0.000004298204,0.00007304659],"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":[0.0002941498,0.0003765712,0.00007793157,0.00004910712,0.0002560933,0.000002747299,0.001294769,0.01192497,0.9829133,9.934245e-7,1.724807e-7,0.002809261],"study_design_scores_gemma":[0.0008522767,0.001390326,0.0001487298,0.00004648279,0.000528669,0.00004651254,0.0003096118,0.005869384,0.9906492,0.00003588836,0.000002597979,0.00012027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988911,0.00006455049,5.593977e-7,0.0001046978,0.00001787583,0.0000624665,0.0000398642,0.00001262811,0.0008062625],"genre_scores_gemma":[0.9983338,0.00009215507,0.00002380744,0.000002576509,0.000004965412,0.00005680871,0.00000606269,0.00001307249,0.001466812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007736015,"threshold_uncertainty_score":0.4875712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007310628577763339,"score_gpt":0.2215137407061685,"score_spread":0.2142031121284052,"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."}}