{"id":"W2143294365","doi":"10.4061/2011/376015","title":"Laccase-Based CLEAs: Chitosan as a Novel Cross-Linking Agent","year":2011,"lang":"en","type":"article","venue":"Enzyme Research","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laccase; Chemistry; Chitosan; ABTS; Thermal stability; Hydrochloride; Substrate (aquarium); Chromatography; Ammonium; Carbodiimide; Degradation (telecommunications); Enzyme; Nuclear chemistry; Organic chemistry; Antioxidant","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":[0.0001952475,0.0008134871,0.0003484051,0.0002490765,0.0001378576,0.0003223412,0.0002744136,0.0004622743,0.0005958626],"category_scores_gemma":[0.0001606029,0.0001584794,0.0004266223,0.0002580925,0.0001646878,0.0002556923,0.0002549041,0.0006165889,0.0002607872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004324051,"about_ca_system_score_gemma":0.0001570268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007205197,"about_ca_topic_score_gemma":0.001210429,"domain_scores_codex":[0.99976,0.00002675507,0.00001835902,0.00006985787,0.00007930517,0.00004574934],"domain_scores_gemma":[0.999848,0.00001483625,0.00004896076,0.0000155394,0.00003693702,0.00003567257],"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":[0.000009206805,0.000004141924,0.00001552731,0.00001746735,0.000002268899,0.00001446613,0.000001383096,0.00002080101,0.9996568,0.000005523316,0.000004473383,0.0002480091],"study_design_scores_gemma":[0.000002931587,0.00004558678,0.0005396961,0.000001799419,0.000006789649,0.00007784078,0.000001701031,0.000179258,0.99852,0.000003934966,0.0006181117,0.000002381553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720474,0.004704927,0.02054827,0.0002213632,0.00009333318,0.0001267908,0.0003812296,0.0002465083,0.00163016],"genre_scores_gemma":[0.9816569,0.001436834,0.01306684,0.0001031245,0.00002611118,0.00004700868,0.000555273,0.00003717579,0.003070676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008134871,"threshold_uncertainty_score":0.00313729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2255767761285127,"score_gpt":0.3668734387582501,"score_spread":0.1412966626297374,"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."}}