{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001958735,0.0001052237,0.0001401458,0.00007381851,0.00005703333,0.000006850941,0.00005542303,0.0003222039,0.000004152967],"category_scores_gemma":[0.00004691202,0.00006008203,0.00002280185,0.0002292146,0.00005408352,0.0001382075,0.00002944804,0.0000977401,5.055742e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003205513,"about_ca_system_score_gemma":0.000004690017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005882213,"about_ca_topic_score_gemma":0.00006517679,"domain_scores_codex":[0.9993247,0.00002125242,0.0002493648,0.0001818219,0.00009674427,0.0001261302],"domain_scores_gemma":[0.9996655,0.00004555112,0.0001664474,0.00004641778,0.00004338241,0.00003267718],"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":[0.00001626277,0.00002400143,0.0002692705,0.00001745552,0.00001045864,3.504483e-7,0.00002696481,0.0001467613,0.9829319,0.0009625768,0.000001684639,0.01559229],"study_design_scores_gemma":[0.0001628312,0.0001341735,0.004099769,0.00002438695,0.00002894073,0.00001527998,0.0001188486,0.01741264,0.977738,0.00006333367,0.0001040733,0.00009770164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980231,0.000428716,0.0007472661,0.0004671865,0.00006725387,0.0001744851,0.00001687712,0.00007105315,0.000004067158],"genre_scores_gemma":[0.9961222,0.0004319631,0.003320042,0.000008774252,0.00004720956,0.000003522513,0.00005980175,0.000001492955,0.000004998702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726588,"threshold_uncertainty_score":0.2485131,"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."}}