{"id":"W4417331118","doi":"10.3390/foods14244310","title":"Walnut Protein Peptide Nanoparticles with Protective Mineralization: Resveratrol Encapsulation, Intestinal-Targeted Delivery and Synergistic Antioxidant Activity","year":2025,"lang":"en","type":"article","venue":"Foods","topic":"Proteins in Food Systems","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture","funders":"Agricultural Science and Technology Innovation Program; Earmarked Fund for China Agriculture Research System; Chinese Academy of Agricultural Sciences; National Natural Science Foundation of China","keywords":"Resveratrol; Antioxidant; Bioavailability; ABTS; Hydrolysis; Zeta potential; Peptide; In vitro","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":[0.0002347364,0.0001789285,0.0002009763,0.00002853598,0.0002956703,0.00009964796,0.0001414286,0.00007762101,0.00002627894],"category_scores_gemma":[0.0002008767,0.00007458784,0.00003272581,0.0005181825,0.0001122474,0.0001982212,0.00007736107,0.0001182353,0.000005444218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005031827,"about_ca_system_score_gemma":0.00003138176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007284927,"about_ca_topic_score_gemma":0.001079746,"domain_scores_codex":[0.9987531,0.000209772,0.0002100569,0.0003835751,0.0002029189,0.0002406239],"domain_scores_gemma":[0.9994368,0.00008890834,0.0001222163,0.00009433547,0.0001931105,0.0000646561],"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":[0.0001751587,0.00006606753,0.004434097,0.00003947163,0.00003070872,0.000005955964,0.00004959259,0.00004092021,0.9885699,0.0009020616,0.00006782053,0.005618243],"study_design_scores_gemma":[0.0006400909,0.001756042,0.3327354,0.0006085655,0.00004863058,0.00002164801,0.0002192845,0.003138475,0.6570252,0.002165866,0.001156381,0.0004843284],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966551,0.0002018761,0.0005579827,0.0007051623,0.0000448432,0.001200315,0.00001413338,0.00012637,0.000494232],"genre_scores_gemma":[0.9985691,0.000002243881,0.00050952,0.00004055815,0.00007948375,0.0002883888,0.000007085548,0.000001726977,0.0005019404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3315447,"threshold_uncertainty_score":0.3041604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219305287717517,"score_gpt":0.211527350288311,"score_spread":0.1993342974111358,"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."}}