{"id":"W2013815347","doi":"10.1055/s-2009-1216395","title":"Botanicals and NMR-based Metabolomics: A Perfect Holistic Match","year":2009,"lang":"en","type":"article","venue":"Planta Medica","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"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":"Metabolomics; Medicinal plants; Biotechnology; Quality (philosophy); Drug discovery; Traditional medicine; Biology; Computational biology; Biochemical engineering; Medicine; Pharmacology; Bioinformatics; Engineering","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":[0.0002983157,0.0001767303,0.0002906934,0.00004867277,0.00009416528,0.00002513215,0.0001558842,0.0001202409,0.00005282067],"category_scores_gemma":[0.0002940486,0.00014529,0.00006474587,0.00007527228,0.0000938889,0.000002151831,0.00005544416,0.0001135789,0.00001009907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006657229,"about_ca_system_score_gemma":0.00004912804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001082794,"about_ca_topic_score_gemma":0.0000103102,"domain_scores_codex":[0.9989304,0.00004968848,0.0002018774,0.0003667183,0.0001586263,0.0002927214],"domain_scores_gemma":[0.9994415,0.00004254684,0.00006709329,0.0002692547,0.00002824907,0.0001513339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003922095,0.0002476126,0.003020278,0.00005556531,0.0002766189,0.00005031104,0.0000654563,0.000005542695,0.9417878,0.002313964,0.03492051,0.01686416],"study_design_scores_gemma":[0.00527287,0.001982865,0.05503235,0.00008579868,0.0005692475,0.0002915131,0.0001943667,0.001252173,0.163447,0.00234547,0.7681368,0.001389565],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807847,0.0105603,0.002029054,0.002257643,0.0002164132,0.0002083685,0.00009561692,0.00003230578,0.003815592],"genre_scores_gemma":[0.993441,0.002701485,0.001421012,0.001811895,0.0002678939,0.00001045747,0.00008803751,0.00001212293,0.0002460564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7783408,"threshold_uncertainty_score":0.5924754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456189232752178,"score_gpt":0.2665699189914055,"score_spread":0.2520080266638837,"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."}}