{"id":"W4378226530","doi":"10.3390/pharmaceutics15061592","title":"Optimized Chitosan-Based Nanoemulsion Improves Luteolin Release","year":2023,"lang":"en","type":"article","venue":"Pharmaceutics","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Canadian Light Source (Canada)","funders":"Government of Saskatchewan; Natural Sciences and Engineering Research Council of Canada; College of Pharmacy and Nutrition, University of Saskatchewan; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Financiadora de Estudos e Projetos; Canadian Institutes of Health Research; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; University of Saskatchewan; Canadian Light Source","keywords":"Luteolin; Chitosan; Zeta potential; Dispersity; Chemistry; Solubility; Lookup table; Materials science; Chromatography; Chemical engineering; Nanotechnology; Flavonoid; Antioxidant; Organic chemistry; Nanoparticle; Computer science","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":[0.00008357191,0.000106648,0.00009743675,0.00002673921,0.0002561563,0.00004659381,0.0002059305,0.00004829828,0.0002109203],"category_scores_gemma":[0.00001845144,0.0000462905,0.00007703859,0.000843826,0.00003661597,0.00005078395,0.0000517086,0.0001089162,0.0003546987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009558798,"about_ca_system_score_gemma":0.000009222663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001179169,"about_ca_topic_score_gemma":0.000001755368,"domain_scores_codex":[0.9991995,0.00003307512,0.000158697,0.0002058898,0.0001519074,0.0002509153],"domain_scores_gemma":[0.9995821,0.0001204625,0.00005496971,0.00006086287,0.00002658774,0.0001550293],"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":[0.00002148237,0.0000558523,0.0001072336,0.00000325471,0.000004317297,0.000002285032,0.000008773611,0.0003098141,0.9525319,0.0001222865,0.0007625345,0.04607023],"study_design_scores_gemma":[0.0005407183,0.00004113234,0.004143071,0.0000142032,0.0000250319,0.000002053524,0.0000487366,0.1209615,0.817588,0.0003271076,0.0560725,0.0002359478],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882202,0.00007700509,0.00007261027,0.009875044,0.000164853,0.0002427991,0.00007022439,0.0005373866,0.0007398358],"genre_scores_gemma":[0.9972744,0.0001137411,0.0004829248,0.001500439,0.0001786237,0.00005583844,0.0001549905,0.000001471875,0.0002375993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1349439,"threshold_uncertainty_score":0.4559053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04746288473424894,"score_gpt":0.3050772866694048,"score_spread":0.2576144019351559,"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."}}