{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008355207,0.0001322911,0.000197216,0.00002717758,0.0003017765,0.00004901713,0.0002933599,0.00007646893,0.00005705991],"category_scores_gemma":[0.00001372038,0.00006448277,0.00005761564,0.0006265663,0.00006662008,0.00008879213,0.00008480906,0.00007423782,0.00001836434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000174771,"about_ca_system_score_gemma":0.00002775254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003430196,"about_ca_topic_score_gemma":0.00002146595,"domain_scores_codex":[0.9989877,0.0000305677,0.0003663703,0.0002438705,0.0001762748,0.0001952549],"domain_scores_gemma":[0.9995986,0.00006469169,0.000138,0.00007707522,0.00006271141,0.00005892003],"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":[0.00001919087,0.0001288264,0.00009585221,0.000008654948,0.00002100934,1.153184e-7,0.00003956761,0.000004625855,0.9792677,0.001668332,0.002945408,0.01580078],"study_design_scores_gemma":[0.0003766163,0.00001737251,0.005159001,0.00003604704,0.00001614786,7.922013e-7,0.0001471356,0.0001168431,0.9424276,0.0002377875,0.05130164,0.000163026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928169,0.0001193614,0.0003930824,0.003618295,0.0001015228,0.0001361356,0.00006722371,0.00008479872,0.002662676],"genre_scores_gemma":[0.9956018,0.00003216453,0.002555376,0.0005008823,0.00004322031,0.00006907422,0.0004844491,9.742453e-7,0.0007120702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04835623,"threshold_uncertainty_score":0.2629531,"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."}}