{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003332913,0.0001908158,0.0002234443,0.0000367278,0.0002474162,0.00004902545,0.0002121992,0.00007998692,0.003036075],"category_scores_gemma":[0.000007905504,0.0000481749,0.00004912032,0.0001520675,0.0004671773,0.0001269846,0.00008947522,0.00007409204,0.0005594667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112776,"about_ca_system_score_gemma":0.00001049746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009223882,"about_ca_topic_score_gemma":0.0009872643,"domain_scores_codex":[0.9978885,0.0001926552,0.0002083493,0.0004447236,0.0007269992,0.0005387855],"domain_scores_gemma":[0.9994726,0.00009865835,0.00004459671,0.0001883087,0.00004531694,0.0001505791],"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":[0.0007016118,0.0009600671,0.05251806,0.00000818818,0.00008530212,0.00001747932,0.001096522,0.00000205672,0.9256238,0.00001267541,0.0001459986,0.01882821],"study_design_scores_gemma":[0.0008033612,0.007112244,0.0357884,0.00002118332,0.00002536546,0.00000590085,0.000467244,0.00007411401,0.9411106,0.00004443365,0.01437672,0.0001704426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997911,0.00005511888,0.000004317905,0.0007571524,0.00001845652,0.0006875729,0.00003231982,0.00002975949,0.000504354],"genre_scores_gemma":[0.9930945,0.0001858451,0.0002682588,0.000009528184,0.0001753113,0.0001382157,0.0003447445,0.0000033339,0.005780244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01865776,"threshold_uncertainty_score":0.9978753,"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."}}