{"id":"W2149962144","doi":"10.1002/bit.20419","title":"Colour remediation of pulp mill effluent using purified fungal cellobiose dehydrogenase: Reaction optimisation and mechanism of degradation","year":2005,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Wood Council; University of British Columbia","funders":"","keywords":"Bleach; Cellobiose dehydrogenase; Effluent; Chemistry; Cellobiose; Phanerochaete; Pulp (tooth); Dehydrogenase; Chrysosporium; Pulp and paper industry; Chromatography; Paper mill; Enzyme; Biochemistry; Organic chemistry; Waste management; Cellulase","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":[0.0002896001,0.0006430792,0.0004799217,0.0001698865,0.0001292401,0.0004974484,0.0002029846,0.0004125943,0.0003322439],"category_scores_gemma":[0.0002568217,0.000129844,0.0002963075,0.0002975562,0.0002077515,0.0002376063,0.000208942,0.0004662539,0.0001637777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003623599,"about_ca_system_score_gemma":0.0003238163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001668714,"about_ca_topic_score_gemma":0.002057518,"domain_scores_codex":[0.9997684,0.00003646996,0.00001880308,0.00004702446,0.00007986392,0.00004942976],"domain_scores_gemma":[0.9998819,0.00002086771,0.00002717166,0.00001428846,0.00003546827,0.0000202654],"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":[0.00003273138,0.00001099666,0.000116993,0.00002537826,0.000003013359,0.00001170615,0.000005953726,0.00005951078,0.9987932,0.00001317946,0.000003142343,0.0009241388],"study_design_scores_gemma":[0.000001375406,0.00002868777,0.000469797,8.104619e-7,0.000003734548,0.00002181978,0.000004597499,0.0001350586,0.999207,0.000005154649,0.0001206085,0.000001488222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822973,0.001828623,0.01498291,0.00006193191,0.00001629086,0.00003235783,0.0001833964,0.00006220294,0.0005350335],"genre_scores_gemma":[0.9904655,0.001058329,0.006735925,0.00001953383,0.000003017905,0.00001122442,0.000317202,0.00001725816,0.001371952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001668714,"threshold_uncertainty_score":0.003317952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332075796221321,"score_gpt":0.1958338002139098,"score_spread":0.1825130422516966,"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."}}