{"id":"W4283361565","doi":"10.3390/molecules27133999","title":"Optimization of Ultrasound-Assisted Extraction of Polyphenols from Ilex latifolia Using Response Surface Methodology and Evaluation of Their Antioxidant Activity","year":2022,"lang":"en","type":"article","venue":"Molecules","topic":"Free Radicals and Antioxidants","field":"Chemistry","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wannan Medical College; National Natural Science Foundation of China; Anhui University; Leukemia and Lymphoma Society of Canada","keywords":"ABTS; Polyphenol; Chemistry; Antioxidant; Response surface methodology; DPPH; Malondialdehyde; Extraction (chemistry); Glutathione peroxidase; Superoxide dismutase; Chromatography; Biochemistry; Food science; Hydroxyl radical; Radical","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001214654,0.0001107343,0.0002974629,0.00006224753,0.00007780418,0.000006078949,0.00009291428,0.00007977487,0.0004618504],"category_scores_gemma":[0.0004073063,0.0001125571,0.0000670148,0.0001664719,0.0001190602,0.00007539921,0.00005572242,0.0001108068,6.50988e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006306116,"about_ca_system_score_gemma":0.0001089836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006966526,"about_ca_topic_score_gemma":0.000009533885,"domain_scores_codex":[0.9980278,0.0009399501,0.0003330238,0.0002146673,0.0003774374,0.0001071331],"domain_scores_gemma":[0.9982579,0.000812976,0.0005308099,0.0002264982,0.0001441321,0.00002762999],"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":[0.0006275096,0.000165666,0.001715265,0.00004232475,0.00006842364,8.941659e-7,0.0002458765,0.0795676,0.9155386,0.00002290627,0.000003219198,0.002001728],"study_design_scores_gemma":[0.0005607288,0.00004169325,0.05433659,0.00004143824,0.0001084262,0.00001253093,0.0004154805,0.1127063,0.8314903,0.0001943404,0.000004966653,0.00008720129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840279,0.0004937456,0.01493906,0.00002702857,0.00004755208,0.0000885095,0.000293733,0.0000127332,0.00006975194],"genre_scores_gemma":[0.9755501,0.00003125242,0.02435307,0.00000342722,0.000009344041,0.000003755614,0.00002180811,0.00001563585,0.00001159833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08404833,"threshold_uncertainty_score":0.5056937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08917070208630859,"score_gpt":0.3353143271628202,"score_spread":0.2461436250765116,"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."}}