{"id":"W2883714083","doi":"10.3390/polym10070798","title":"Immobilizing Laccase on Modified Cellulose/CF Beads to Degrade Chlorinated Biphenyl in Wastewater","year":2018,"lang":"en","type":"article","venue":"Polymers","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; National Science Foundation","keywords":"Laccase; Cellulose; Chemistry; Wastewater; Adsorption; Biphenyl; Immobilized enzyme; Covalent bond; Thermal stability; Chemical engineering; Chromatography; Organic chemistry; Waste management; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001847464,0.0001816214,0.000159249,0.0000665765,0.00009957134,0.00004738971,0.000235967,0.0001169471,0.0004255224],"category_scores_gemma":[0.00005913841,0.00007695643,0.0000536185,0.0007506821,0.00006053321,0.0001180888,0.00005655839,0.0001297378,0.0003892313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009524307,"about_ca_system_score_gemma":0.000006919679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872472,"about_ca_topic_score_gemma":0.002376303,"domain_scores_codex":[0.9986172,0.00007181999,0.0002401793,0.0003964893,0.0002263538,0.0004479378],"domain_scores_gemma":[0.9995487,0.0001115809,0.00005572337,0.00007759153,0.00003311454,0.0001733415],"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":[0.0002192113,0.0001387542,0.002609638,0.000003486321,0.000008717161,0.00001732682,0.0003472529,0.00001073801,0.9628875,0.0004203872,0.0005606132,0.03277638],"study_design_scores_gemma":[0.0003922501,0.0009000909,0.0355229,0.00004879042,0.000008984435,0.000003242167,0.0005319321,0.0003149918,0.957714,0.00006034292,0.004125495,0.0003769904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946635,0.00005811298,0.000001778315,0.00198395,0.0002746565,0.0002412566,0.00001813842,0.00009998199,0.002658563],"genre_scores_gemma":[0.9980409,0.000005222933,0.00004045534,0.0005659998,0.0002864794,0.00003199717,0.00006850882,0.000002771653,0.0009576685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03291326,"threshold_uncertainty_score":0.500291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262722678717147,"score_gpt":0.2382129823775249,"score_spread":0.2119407145058102,"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."}}