{"id":"W2085119196","doi":"10.1016/j.biortech.2009.10.087","title":"Laccases for removal of recalcitrant and emerging pollutants","year":2009,"lang":"en","type":"review","venue":"Bioresource Technology","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":463,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Laccase; Bioremediation; Pollutant; Wastewater; Chemistry; Biotechnology; Pulp and paper industry; Biochemical engineering; Waste management; Environmental science; Environmental chemistry; Contamination; Biology; Enzyme; Organic chemistry; Environmental engineering; Ecology","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":[0.0001870427,0.0002667435,0.0009276149,0.0001349555,0.00008740294,0.00001267651,0.0003411316,0.0007550854,0.00002134756],"category_scores_gemma":[0.0002384992,0.0001034163,0.0001934633,0.0007756286,0.0001561559,0.00002534252,0.00007250369,0.0001958871,0.000003883114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002258751,"about_ca_system_score_gemma":0.00001381366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001493844,"about_ca_topic_score_gemma":0.00004209954,"domain_scores_codex":[0.9986511,0.00004923615,0.0004795515,0.0004095284,0.0001124969,0.000298013],"domain_scores_gemma":[0.9991689,0.0002465637,0.0003859159,0.0001058283,0.00004449517,0.00004832378],"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":[0.000005825998,0.00002271924,0.000004260461,0.0003519854,0.00002018251,0.00001101442,0.00000422417,1.472094e-8,0.0007363836,0.0003891953,0.0001141288,0.9983401],"study_design_scores_gemma":[0.00008055878,0.0002732321,0.00004044209,0.001255666,0.0001616644,0.0002165719,0.00005208887,0.000003394071,0.0001352878,0.000358994,0.9972044,0.0002177438],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006134031,0.9921696,0.000004364265,0.000413602,0.00005230027,0.0006189475,0.0003438754,0.0001913891,0.00007194037],"genre_scores_gemma":[0.000629315,0.9982092,0.0007412661,0.00002340871,0.0001336873,0.00003582302,0.0001249878,0.000003333895,0.00009895604],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9981223,"threshold_uncertainty_score":0.582391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04224854545066468,"score_gpt":0.2984541016673891,"score_spread":0.2562055562167244,"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."}}