{"id":"W4415195921","doi":"10.1021/acsomega.5c09153","title":"Development of Optimized <i>Origanum vulgare</i> L. Essential Oil-Loaded Chitosan/Gum Arabic Nanocapsules by Complex Coacervation","year":2025,"lang":"en","type":"article","venue":"ACS Omega","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Universidade Federal de Pernambuco; Universidade de Pernambuco; Fundação de Apoio à Pesquisa do Estado da Paraíba; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Universidade Federal da Paraíba; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Nanocapsules; Coacervate; Carvacrol; Zeta potential; Gum arabic; Chitosan","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":[0.0001634028,0.0004828085,0.0003109524,0.000251268,0.0001064341,0.0003170215,0.0002330061,0.0003254014,0.0004180313],"category_scores_gemma":[0.0001745903,0.0001877392,0.0003780613,0.000135396,0.0001721328,0.0002208145,0.0002370223,0.0002694858,0.0002843032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003547593,"about_ca_system_score_gemma":0.0002016563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005496549,"about_ca_topic_score_gemma":0.001227138,"domain_scores_codex":[0.9998707,0.00001109918,0.00001651673,0.00004238792,0.00003784367,0.00002148488],"domain_scores_gemma":[0.9999011,0.00001135267,0.00004157821,0.000007656579,0.00002637026,0.00001195882],"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":[0.00001421644,0.000004450941,0.0000228682,0.00001553502,0.000002377374,0.000009888301,0.000003694174,0.0000635637,0.9992759,0.00001604041,0.000006381993,0.0005651275],"study_design_scores_gemma":[0.000002541743,0.0000473617,0.000290905,0.000001399907,0.000008085572,0.00001849276,0.000002741151,0.0006216773,0.998548,0.000006342651,0.0004494863,0.000003030101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678181,0.00120148,0.02849437,0.0000714947,0.0000477275,0.0001213529,0.0003257945,0.0002437753,0.001675915],"genre_scores_gemma":[0.9603044,0.0008089485,0.03547502,0.00006305503,0.00001023821,0.0001287577,0.0003850715,0.00009530337,0.002729109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005496549,"threshold_uncertainty_score":0.002573907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738208133394459,"score_gpt":0.2417491107742491,"score_spread":0.2243670294403045,"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."}}