{"id":"W2885642908","doi":"10.1007/s11270-018-3936-5","title":"Soybean Peroxidase-Induced Treatment of Dye-Derived Arylamines in Water","year":2018,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Hydrogen peroxide; Peroxidase; Chromatography; Wastewater; Organic chemistry; Enzyme; Waste management","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":[0.0001110033,0.0003237993,0.0001370548,0.00009780443,0.00007637402,0.0001582401,0.0001392526,0.0002093816,0.000836164],"category_scores_gemma":[0.00006948426,0.0001181876,0.0002115063,0.000113816,0.0001401376,0.000174738,0.0001265581,0.0003432419,0.0001219365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003010747,"about_ca_system_score_gemma":0.0002588412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002031253,"about_ca_topic_score_gemma":0.003136321,"domain_scores_codex":[0.9999222,0.000006867832,0.00000377503,0.00001966677,0.00001706469,0.00003043204],"domain_scores_gemma":[0.9999609,0.000005874472,0.00001110272,0.000003863527,0.00000829488,0.000009979738],"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":[0.00006294998,0.000008328274,0.00005698419,0.00001097284,0.000001632811,0.00001348538,0.000004414878,0.0000146898,0.9994318,0.0000344843,0.000008900201,0.0003513108],"study_design_scores_gemma":[0.0000042838,0.00006956056,0.0007313511,8.179753e-7,0.000003892871,0.00001552876,0.0000051815,0.0002235989,0.9986925,0.00001129154,0.000241064,0.000001039807],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957396,0.0004167622,0.002887512,0.00003831595,0.00001701932,0.00001314338,0.0001120621,0.00005206642,0.0007236224],"genre_scores_gemma":[0.9964525,0.0001986454,0.0009081116,0.00001268954,0.000001930892,0.000006941907,0.0001760676,0.000008410673,0.002234832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002031253,"threshold_uncertainty_score":0.00403887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996432559139803,"score_gpt":0.22047346207175,"score_spread":0.200509136480352,"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."}}