{"id":"W2803466755","doi":"10.2175/106143017x15131012153149","title":"Soybean Peroxidase‐Catalyzed Treatment of Azo Dyes with or without Fe° Pretreatment","year":2018,"lang":"en","type":"article","venue":"Water Environment Research","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Benzidine; Chemistry; Aniline; Hydrogen peroxide; Nuclear chemistry; Catalysis; Peroxidase; Degradation (telecommunications); Chromatography; Organic chemistry; Enzyme","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":[0.0002521444,0.0004181819,0.0003560995,0.0001088766,0.0001081756,0.0002325327,0.0002187279,0.0002302576,0.0006889619],"category_scores_gemma":[0.0002167922,0.0001216475,0.0002336407,0.0001821218,0.0001520701,0.0001557585,0.0001630693,0.0004051186,0.0001781879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002785542,"about_ca_system_score_gemma":0.0002846411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530119,"about_ca_topic_score_gemma":0.00197456,"domain_scores_codex":[0.999788,0.00002292192,0.00001607133,0.00006025143,0.00005921135,0.00005352295],"domain_scores_gemma":[0.9999006,0.00001800259,0.00002504461,0.00001089305,0.00002901507,0.0000165709],"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":[0.00003107043,0.000007576657,0.00004401127,0.00001938596,0.000001600489,0.000007014096,0.000003426394,0.00001706632,0.9995732,0.00001111498,0.000004838182,0.00027972],"study_design_scores_gemma":[0.000003604698,0.0001052425,0.0007954208,0.000001281127,0.00000493267,0.00001850815,0.000005694561,0.000216089,0.9985414,0.000007136391,0.0002990227,0.000001833184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944702,0.0003525538,0.004363725,0.00002356087,0.00001714845,0.00002985855,0.0001425132,0.00003931403,0.0005611182],"genre_scores_gemma":[0.9916026,0.0003688219,0.005908459,0.00001830226,0.000003591656,0.00003680578,0.0003629324,0.00002208028,0.001676446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001530119,"threshold_uncertainty_score":0.0030424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06689752189166431,"score_gpt":0.2931352299789318,"score_spread":0.2262377080872675,"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."}}