{"id":"W4383721870","doi":"10.1002/fsn3.3461","title":"Discrimination for geographical origin of <i>Panax quinquefolius</i> L. using <scp>UPLC Q‐Orbitrap MS</scp>‐based metabolomics approach","year":2023,"lang":"en","type":"article","venue":"Food Science & Nutrition","topic":"Ginseng Biological Effects and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agricultural Science and Technology Innovation Program; National Key Research and Development Program of China; Chinese Academy of Agricultural Sciences; People's Government of Jilin Province","keywords":"American ginseng; Ginseng; Metabolite; Metabolomics; Orbitrap; Traditional medicine; Biology; Chemistry; Botany; Medicine; Biochemistry; Chromatography; Mass spectrometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002361935,0.0004938869,0.0002206758,0.0009013179,0.0003200895,0.0003876797,0.0001510559,0.0002431832,0.0009623473],"category_scores_gemma":[0.0002659976,0.0001098424,0.000271688,0.0005886194,0.0001447773,0.0002722782,0.0002004637,0.000235243,0.0002666372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001657797,"about_ca_system_score_gemma":0.0001949285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00546039,"about_ca_topic_score_gemma":0.01030673,"domain_scores_codex":[0.9998791,0.00001524704,0.00001009924,0.0000638708,0.00001778096,0.00001388085],"domain_scores_gemma":[0.9998248,0.00002535853,0.00007432064,0.00001226993,0.00004050249,0.00002273354],"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":[0.0006064147,0.00008919871,0.1932547,0.000166824,0.0001981313,0.0004633535,0.0002058868,0.0002475253,0.759086,0.000180962,0.0004259944,0.0450751],"study_design_scores_gemma":[0.00002665864,0.0002673942,0.938617,0.00001966124,0.0001895874,0.0009327052,0.000315014,0.002210895,0.05143196,0.0002182997,0.005741303,0.00002959099],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911214,0.001225774,0.004583169,0.0001381885,0.00002774206,0.00004359098,0.00140113,0.0001083655,0.001350527],"genre_scores_gemma":[0.9908814,0.0003768664,0.006492334,0.0001300205,0.00001277786,0.00002016237,0.001370031,0.00002577095,0.0006906316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00546039,"threshold_uncertainty_score":0.01085722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04473416328128324,"score_gpt":0.3060736957752659,"score_spread":0.2613395324939827,"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."}}