{"id":"W4353055720","doi":"10.1016/j.carbpol.2023.120835","title":"Tannic acid-coated cellulose nanocrystals with enhanced mucoadhesive properties for aquaculture","year":2023,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tannic acid; Mucoadhesion; Zeta potential; Chemical engineering; Chemistry; Hydroxyethyl cellulose; Cellulose; Drug delivery; Hydrogen bond; Dispersant; Nuclear chemistry; Absorption of water; Hydrophobic effect; Bioadhesive; Materials science; Polymer chemistry; Nanotechnology; Organic chemistry; Nanoparticle; Composite material","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":[0.0001126963,0.0002142304,0.0001180191,0.0001277198,0.0001188037,0.0002145432,0.000140562,0.000370027,0.0004658683],"category_scores_gemma":[0.0001239522,0.0001232196,0.0001809872,0.00009800777,0.0001185253,0.0002300038,0.000129838,0.0002692098,0.0001454064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003577474,"about_ca_system_score_gemma":0.0002043802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429355,"about_ca_topic_score_gemma":0.004234118,"domain_scores_codex":[0.9999548,0.000003945077,0.000004088678,0.00001210316,0.00001438919,0.0000106833],"domain_scores_gemma":[0.9999229,0.00001292226,0.00002319861,0.000005135307,0.00001841834,0.00001729262],"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":[0.00001613625,0.00000604312,0.00003389865,0.00001990465,0.000001554575,0.0000196312,0.000004085662,0.00009423524,0.9986925,0.00003946005,0.0000202251,0.001052276],"study_design_scores_gemma":[0.000003557774,0.000046866,0.0005868335,0.000002061962,0.000005279092,0.00003095344,0.000005246238,0.0008925433,0.997902,0.000009478055,0.0005116125,0.000003542606],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869881,0.002441033,0.00715847,0.0001016199,0.00006148215,0.00002914321,0.0001144322,0.00008768294,0.003018102],"genre_scores_gemma":[0.9915367,0.0008639437,0.00485688,0.00003836277,0.000009351004,0.0000164753,0.00005452304,0.00001821423,0.002605548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001429355,"threshold_uncertainty_score":0.002842128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443427524502131,"score_gpt":0.2405904803111586,"score_spread":0.2261562050661373,"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."}}