{"id":"W4387733144","doi":"10.1007/s10570-023-05542-9","title":"Hairy bacterial nanocellulose: preparation and bioconjugation with an antibacterial agent","year":2023,"lang":"en","type":"article","venue":"Cellulose","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; McGill University; Canadian Sleep & Circadian Network","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Nanocellulose; Bioconjugation; Bacterial cellulose; Antibacterial activity; Cellulose; Periodate; Materials science; Nanoparticle; Hemicellulose; Chemical engineering; Chemistry; Nanotechnology; Polymer chemistry; Organic chemistry; Bacteria","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":[0.000563189,0.0002752365,0.0002908177,0.0001700536,0.0003418727,0.0002456434,0.0002051891,0.0000988249,0.0003858923],"category_scores_gemma":[0.00008245311,0.0002242703,0.0000335963,0.0003865389,0.0003393473,0.0008403803,0.0002053982,0.0001047339,0.0005841125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007293173,"about_ca_system_score_gemma":0.00009395784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000374033,"about_ca_topic_score_gemma":0.0000380579,"domain_scores_codex":[0.997751,0.0001927639,0.0003229256,0.0006936975,0.0004578314,0.0005817582],"domain_scores_gemma":[0.9989719,0.0001010674,0.0001474555,0.0004212285,0.0001329862,0.0002253971],"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":[0.0006153826,0.00006831813,0.0002151013,0.00007538331,0.00001286271,0.00005093422,0.0008699328,0.00003516776,0.995728,0.0002766125,0.0004375071,0.001614782],"study_design_scores_gemma":[0.001299415,0.000989652,0.003264748,0.00004851094,0.00002728941,0.00001544094,0.0002802195,0.0009639798,0.9850251,0.0005610733,0.007099366,0.0004251894],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997004,0.00009002953,0.0005186949,0.0001351399,0.0006553768,0.0006190893,0.00004402704,0.0004427479,0.0004909145],"genre_scores_gemma":[0.9957358,0.000165187,0.001597044,0.00002151691,0.0005313897,0.00008634173,0.0002668828,0.00004585566,0.001549997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0107029,"threshold_uncertainty_score":0.9145479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440787642438146,"score_gpt":0.2960802168482896,"score_spread":0.2716723404239081,"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."}}