{"id":"W2586669058","doi":"10.1002/cjce.22805","title":"Enzymatic reuse of simulated dyeing process effluent using horseradish peroxidase","year":2017,"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":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Effluent; Dyeing; Reuse; Horseradish peroxidase; Hydrogen peroxide; Pulp and paper industry; Chemistry; Process (computing); Wastewater; Waste management; Environmental science; Environmental engineering; Computer science; Organic chemistry; Enzyme; Engineering","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":[0.0005452546,0.000471757,0.0003872586,0.0001827173,0.0001231819,0.0006927903,0.00027106,0.0003708304,0.0003478187],"category_scores_gemma":[0.000478081,0.0001140147,0.0004983729,0.0003183806,0.0002124619,0.0002934842,0.0002656666,0.0003722578,0.0001425843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334275,"about_ca_system_score_gemma":0.0002862031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268949,"about_ca_topic_score_gemma":0.0008464943,"domain_scores_codex":[0.9996216,0.00009154742,0.0000384767,0.00005995427,0.0001200934,0.00006822491],"domain_scores_gemma":[0.9998345,0.00004582865,0.0000405263,0.00002347344,0.00003996586,0.00001563722],"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":[0.00005824598,0.00003369862,0.0001934716,0.00004101452,0.000008580735,0.00002591593,0.00001107018,0.0001766779,0.998461,0.00002565908,0.000006158062,0.0009586169],"study_design_scores_gemma":[0.000003543889,0.0001726706,0.0004330281,0.000002254619,0.0000107966,0.0000255225,0.000007426572,0.0005084983,0.9986578,0.000008402281,0.0001681067,0.000001794668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960264,0.0004404811,0.003134082,0.00002438247,0.00001089338,0.00001678041,0.00003684288,0.00002384038,0.0002862402],"genre_scores_gemma":[0.9962971,0.0003282606,0.002615381,0.00001145523,0.000003516426,0.000007728309,0.00008112993,0.000009265723,0.0006462024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001268949,"threshold_uncertainty_score":0.002883613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899647466710064,"score_gpt":0.2206323865681214,"score_spread":0.2016359119010207,"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."}}