{"id":"W1969835386","doi":"10.2166/wst.2007.228","title":"Role of high molecular mass organics in colour formation during biological treatment of pulp and paper wastewater","year":2007,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Effluent; Bleach; Chemistry; Pulp (tooth); Aeration; Wastewater; Pulp and paper industry; Anoxic waters; Sewage treatment; Organic matter; Anaerobic bacteria; Environmental chemistry; Bacteria; Environmental science; Organic chemistry; Environmental engineering; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003192425,0.0002729966,0.0002132152,0.0003081106,0.000276662,0.0007338546,0.000147482,0.0004531734,0.000621235],"category_scores_gemma":[0.0003744815,0.0001491385,0.0002565971,0.0002017276,0.0003521476,0.0002764171,0.000276917,0.0004141679,0.0001864576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253589,"about_ca_system_score_gemma":0.0002467419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008029787,"about_ca_topic_score_gemma":0.0008912231,"domain_scores_codex":[0.9996862,0.00006672886,0.00001670734,0.00004061229,0.0001089467,0.00008082836],"domain_scores_gemma":[0.9996755,0.00008781175,0.0001083804,0.00001541277,0.00005472923,0.00005822564],"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":[0.0001040689,0.00002446612,0.001216529,0.00004177594,0.000006044013,0.00004063523,0.0000451896,0.00007621671,0.9963722,0.00003470568,0.000008115599,0.002030079],"study_design_scores_gemma":[0.000005563954,0.000290271,0.01598205,0.000006277511,0.00001472099,0.0000957759,0.0001034862,0.0003174226,0.9827157,0.00004572549,0.0004172904,0.000005589674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975265,0.0004645808,0.001210648,0.00003943004,0.00001029314,0.0000097304,0.00003210204,0.00001465284,0.0006920934],"genre_scores_gemma":[0.9986035,0.0002022977,0.0006569283,0.00002183392,0.000003314746,0.000003885351,0.00002822652,0.00000510213,0.0004748967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008029787,"threshold_uncertainty_score":0.002360582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006027019113354457,"score_gpt":0.1879989588504952,"score_spread":0.1819719397371408,"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."}}