{"id":"W3159435095","doi":"10.1002/cjce.24154","title":"The influence of sulphate on the treatment of azo dye‐containing wastewater in an anaerobic‐microaerobic compartmentalized fixed‐bed bioreactor","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Ciência e Tecnologia do Estado de Pernambuco; Financiadora de Estudos e Projetos; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Chemistry; Effluent; Wastewater; Aeration; Biodegradation; Chemical oxygen demand; Degradation (telecommunications); Bioreactor; Redox; Nuclear chemistry; Anaerobic exercise; Pulp and paper industry; Organic chemistry; Waste management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004014244,0.0006966737,0.0008677259,0.0002399384,0.0002649212,0.0007423985,0.0004740888,0.0005953472,0.0003278033],"category_scores_gemma":[0.0002923334,0.0002560904,0.0006172904,0.0001762446,0.0002753665,0.0002704629,0.0003505562,0.0004904451,0.0002754285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004469491,"about_ca_system_score_gemma":0.0004422826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003288897,"about_ca_topic_score_gemma":0.00262164,"domain_scores_codex":[0.9995509,0.0001139663,0.00004654588,0.00006765672,0.0001613404,0.00005955228],"domain_scores_gemma":[0.9998083,0.0000493285,0.000039199,0.00001060472,0.00005439539,0.00003830338],"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":[0.0002171776,0.00003639204,0.0001902195,0.00006603071,0.000009322596,0.00002630195,0.00001374856,0.0001556094,0.9986891,0.000007990101,0.000008639854,0.0005794981],"study_design_scores_gemma":[0.0000212793,0.000696793,0.002631005,0.000006868212,0.0000291239,0.00005273693,0.00004438773,0.001998101,0.9941913,0.00001158906,0.0003057235,0.00001086495],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985429,0.0003416447,0.0007221433,0.00003503497,0.00001768088,0.00001325416,0.00006849995,0.00002028755,0.0002385977],"genre_scores_gemma":[0.9967591,0.0004071602,0.002074641,0.00002869746,0.000009439622,0.00001768495,0.0001175276,0.000009264435,0.0005764849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003288897,"threshold_uncertainty_score":0.006539524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612987279905048,"score_gpt":0.2013590415730057,"score_spread":0.1852291687739553,"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."}}