{"id":"W3138126374","doi":"10.1016/j.carbpol.2021.117963","title":"Laccase immobilization onto natural polysaccharides for biosensing and biodegradation","year":2021,"lang":"en","type":"review","venue":"Carbohydrate Polymers","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"National Natural Science Foundation of China","keywords":"Laccase; Polysaccharide; Chemistry; Immobilized enzyme; Chitosan; Cellulose; Biodegradation; Biosensor; Catalysis; Organic chemistry; Chemical engineering; Combinatorial chemistry; Enzyme; Biochemistry","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":[0.0004630856,0.00117917,0.00105554,0.001612039,0.0001579823,0.0009367518,0.0006505362,0.0007332758,0.001612056],"category_scores_gemma":[0.000414662,0.0003029393,0.0003888936,0.002319003,0.0003053879,0.0009160361,0.0005134396,0.00110437,0.00125353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003818457,"about_ca_system_score_gemma":0.0005045073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009222711,"about_ca_topic_score_gemma":0.001632532,"domain_scores_codex":[0.9998831,0.00001124144,0.00001017121,0.00002556749,0.0000529241,0.00001709688],"domain_scores_gemma":[0.9998847,0.0000462774,0.00002370465,0.000005829681,0.00002715684,0.0000122074],"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":[0.00008566551,0.0001624679,0.0001242777,0.01795891,0.0001211123,0.0002190863,0.00003635198,0.0006415417,0.02397475,0.003473772,0.01050987,0.9426921],"study_design_scores_gemma":[0.00004090648,0.0002731403,0.001411091,0.003064745,0.0002907666,0.001303463,0.00006437788,0.000533382,0.02340955,0.002049083,0.9674992,0.00006023446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006628216,0.9971653,0.0005905058,0.00009735922,0.0001231972,0.000006459088,0.00003221632,0.00001102748,0.001311211],"genre_scores_gemma":[0.002758159,0.9949147,0.0006072013,0.00008122694,0.00007879583,0.000008933145,0.00005656074,0.000002698669,0.001491748],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001612056,"threshold_uncertainty_score":0.005392909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03870927388776871,"score_gpt":0.2817380031886262,"score_spread":0.2430287293008575,"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."}}