{"id":"W4408224229","doi":"10.1016/j.apsusc.2025.162903","title":"Degradation and selective-oxidization of chitosan realize preparation of cotton textiles with prominent antibacterial and antiviral activity via one-step esterification","year":2025,"lang":"en","type":"article","venue":"Applied Surface Science","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Chitosan; Degradation (telecommunications); Antibacterial activity; Chemistry; Combinatorial chemistry; Nanotechnology; Materials science; Organic chemistry; Bacteria; Engineering; Biology; Telecommunications","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":[0.0001747135,0.000685344,0.0001681861,0.0002435329,0.000173689,0.0001600721,0.0002359733,0.0003588801,0.001141248],"category_scores_gemma":[0.0001937147,0.0001763038,0.0003712839,0.0001989666,0.0001848143,0.0002688796,0.0002522656,0.0003892013,0.0003305845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003007706,"about_ca_system_score_gemma":0.0003264778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001463988,"about_ca_topic_score_gemma":0.003660937,"domain_scores_codex":[0.99985,0.00001103255,0.00001282938,0.00002914764,0.00003018584,0.00006677098],"domain_scores_gemma":[0.9999145,0.0000107703,0.00002811947,0.00001085514,0.00001931432,0.00001636283],"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":[0.00005813273,0.0000151544,0.00006606899,0.00004371706,0.000005521927,0.0000660528,0.00001927735,0.00005662531,0.9976636,0.0001068004,0.0000390485,0.001859975],"study_design_scores_gemma":[0.000005084147,0.0000654524,0.0004188951,0.000001746021,0.000005670121,0.00005413789,0.000005456481,0.0002195642,0.9987013,0.00001490394,0.0005031973,0.000004455566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97513,0.00153393,0.01750096,0.000146362,0.00006748409,0.00009136643,0.0001966869,0.0001586643,0.005174484],"genre_scores_gemma":[0.992763,0.0005187849,0.003937633,0.0000368626,0.000008385992,0.00002372509,0.0001127673,0.00002427081,0.002574452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001463988,"threshold_uncertainty_score":0.003817856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008332803287280584,"score_gpt":0.2380681164161,"score_spread":0.2297353131288195,"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."}}