{"id":"W2024771881","doi":"10.1055/s-2009-1216436","title":"Authentication of Fruit Extracts of Embica officinalis Gaertn (Euphorbiaceae): Identification of Valid Biomarkers","year":2009,"lang":"en","type":"article","venue":"Planta Medica","topic":"Phytochemicals and Antioxidant Activities","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; Agricultural Research Service; University of British Columbia; University of Illinois at Urbana-Champaign; Chinese Academy of Sciences; Kurukshetra University; University of Illinois at Chicago; National Oceanic and Atmospheric Administration; U.S. Food and Drug Administration; National Science Foundation of Sri Lanka; University of Colombo; U.S. Department of Agriculture; Western Carolina University; International Science Council; National Center for Complementary and Alternative Medicine; China Academy of Traditional Chinese Medicine; National Institutes of Health; National Center for Research Resources; National Institute of Allergy and Infectious Diseases; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Hong Kong Polytechnic University; National Science Foundation; Deutsche Krebshilfe; National Natural Science Foundation of China; Tata Trusts; University Grants Commission; Wake Forest University","keywords":"Ascorbic acid; Phyllanthus emblica; Euphorbiaceae; Traditional medicine; Methyl gallate; Emblica officinalis; Antioxidant; Gallic acid; Chemistry; Vitamin C; Botany; Biology; Food science; Biochemistry; Medicine","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":[0.0004007037,0.0001198314,0.0004469702,0.0001757496,0.00002049555,0.00000353834,0.0001386944,0.0001088334,0.0001230557],"category_scores_gemma":[0.0004412435,0.0001039601,0.0001170892,0.0002303834,0.0001894062,0.00008054789,0.00001443823,0.00009811773,0.000003661261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001898777,"about_ca_system_score_gemma":0.0001061129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004669023,"about_ca_topic_score_gemma":0.000001485727,"domain_scores_codex":[0.998364,0.0000362676,0.0007129961,0.0001924551,0.0005325769,0.0001617237],"domain_scores_gemma":[0.9986625,0.0001554831,0.0005641824,0.0003340525,0.00018442,0.00009931248],"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":[0.000310832,0.0005255293,0.001225218,0.0003572816,0.0001000075,0.000004652135,0.0005298859,2.818652e-7,0.9901363,0.0003537329,0.002149894,0.004306415],"study_design_scores_gemma":[0.0006829262,0.000211274,0.08073726,0.0006000178,0.000235265,0.00003930246,0.0002674452,0.0001930196,0.9162895,0.000312193,0.0003465947,0.00008520217],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952535,0.000446017,0.0002783284,0.0009826011,0.00008315335,0.0002410187,0.0000831936,0.00002358702,0.002608571],"genre_scores_gemma":[0.9989582,0.0003343066,0.0002656842,0.0000565523,0.00005094987,0.000003751967,0.0001491471,0.000008955713,0.0001724042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07951204,"threshold_uncertainty_score":0.4239369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021530952393918,"score_gpt":0.2892312316035409,"score_spread":0.2690159220796017,"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."}}