{"id":"W2025184789","doi":"10.1016/s0960-8524(01)00028-1","title":"Fungal decolorization of dye wastewaters: a review","year":2001,"lang":"en","type":"review","venue":"Bioresource Technology","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":1109,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Biosorption; Biomass (ecology); Wastewater; Pulp and paper industry; Waste management; Chemistry; Sewage treatment; Environmental science; Biology; Adsorption; Engineering; Ecology; Organic chemistry","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":[0.0006377341,0.001203281,0.002088703,0.002236597,0.0002903,0.001100551,0.001170612,0.001152699,0.001682567],"category_scores_gemma":[0.00054392,0.0003911285,0.0004679028,0.003065681,0.0003760373,0.001332287,0.0004078269,0.0008300185,0.001745407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004658825,"about_ca_system_score_gemma":0.0008328025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287911,"about_ca_topic_score_gemma":0.002727269,"domain_scores_codex":[0.999777,0.00001972024,0.00003738852,0.00004964097,0.00009680193,0.00001937579],"domain_scores_gemma":[0.9996626,0.0001262894,0.00005779205,0.00001374445,0.0001108572,0.00002875625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001206668,0.0001648647,0.0002180123,0.01623317,0.0001045405,0.0003365001,0.00005582076,0.0005450259,0.01615766,0.0009376759,0.00719857,0.9579276],"study_design_scores_gemma":[0.00005985134,0.0004413161,0.00219934,0.002773375,0.0003557454,0.003568028,0.00009939523,0.0003868262,0.01877056,0.001033674,0.9702593,0.0000525793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007090953,0.9972017,0.0008744351,0.0000787243,0.0001481152,0.000008270162,0.00002647083,0.00001304736,0.0009400991],"genre_scores_gemma":[0.001850059,0.9959478,0.0009125585,0.0000839256,0.0001008337,0.000008734637,0.00005952686,0.000002695346,0.00103384],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002236597,"threshold_uncertainty_score":0.005628765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469734458274482,"score_gpt":0.2795247084723184,"score_spread":0.2448273638895735,"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."}}