{"id":"W1979831514","doi":"10.1016/j.ibiod.2012.05.012","title":"In-vitro decolorization of recalcitrant dyes through an ecofriendly approach using laccase from Trametes versicolor grown on brewer's spent grain","year":2012,"lang":"en","type":"article","venue":"International Biodeterioration & Biodegradation","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laccase; Trametes versicolor; Erlenmeyer flask; Bioreactor; Chemistry; Fermentation; Solid-state fermentation; Food science; Phenol; Substrate (aquarium); Gallic acid; Organic chemistry; Chromatography; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002790489,0.0008171343,0.000447225,0.0002221211,0.0001870925,0.0004604922,0.0004317482,0.0003600204,0.0006582459],"category_scores_gemma":[0.0001853068,0.0001903369,0.0005160125,0.0003232327,0.0001999315,0.0004497544,0.0002528659,0.0005941684,0.0002506765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004030646,"about_ca_system_score_gemma":0.0003600293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004394896,"about_ca_topic_score_gemma":0.005725234,"domain_scores_codex":[0.9997514,0.00003825206,0.00002898884,0.0000476298,0.00005205496,0.00008163763],"domain_scores_gemma":[0.9998877,0.00002833309,0.00002709357,0.00001740748,0.00001814139,0.0000214159],"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":[0.00006894098,0.00003051358,0.00005034991,0.00001913358,0.000004576896,0.00003003209,0.00001310028,0.00004860092,0.9992806,0.00001874016,0.000008592408,0.0004267892],"study_design_scores_gemma":[0.000003212533,0.0000900939,0.0006108891,0.00000155272,0.00001034571,0.00003349248,0.0000125315,0.0002197294,0.9988097,0.000006765483,0.0001986559,0.000003104848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954578,0.0006392104,0.002863701,0.00006386501,0.00002314542,0.00001565684,0.0002080154,0.00005258315,0.0006760144],"genre_scores_gemma":[0.9941771,0.0004064991,0.002248954,0.00001709487,0.000005726033,0.0000114948,0.000518702,0.00002443963,0.002590011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004394896,"threshold_uncertainty_score":0.008738637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05290640897148127,"score_gpt":0.2790764230864444,"score_spread":0.2261700141149631,"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."}}