{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000261371,0.00008770584,0.0001548188,0.0001449702,0.00005950627,0.00001019867,0.0002057123,0.0001537895,0.00001808409],"category_scores_gemma":[0.00002496271,0.00003034316,0.00001698577,0.0007591351,0.0003444669,0.0001881028,0.0000806087,0.00004860472,0.000003430911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005761319,"about_ca_system_score_gemma":0.000004001478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008565658,"about_ca_topic_score_gemma":0.0001219379,"domain_scores_codex":[0.9990757,0.00001484766,0.0002573069,0.0002201951,0.0001326933,0.0002993009],"domain_scores_gemma":[0.9997596,0.00001352091,0.00007017853,0.00006880255,0.00005882287,0.00002904195],"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":[0.00001433906,0.00004633322,0.01571806,0.000002123786,0.000001193357,0.000003847865,0.0001346683,0.000004511078,0.9757012,0.0005207525,9.477796e-8,0.007852947],"study_design_scores_gemma":[0.0001629283,0.0004180971,0.06561289,0.000005611026,0.000002333327,0.00001106364,0.0005638024,0.00003387828,0.9310484,0.001996323,0.0000817086,0.00006294614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991317,0.00006479428,0.0000108484,0.0005505367,0.00002260115,0.0001514463,0.000003432714,0.0000355448,0.00002903015],"genre_scores_gemma":[0.999543,0.0000590539,0.0003589245,0.000009661831,0.000006491314,0.00000675385,0.00001074637,5.73056e-7,0.000004844376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04989482,"threshold_uncertainty_score":0.1269203,"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."}}