{"id":"W2031998142","doi":"10.1021/jf901675y","title":"Quality Assessment of Ginseng by <sup>1</sup>H NMR Metabolite Fingerprinting and Profiling Analysis","year":2009,"lang":"en","type":"article","venue":"Journal of Agricultural and Food Chemistry","topic":"Ginseng Biological Effects and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Ginseng; Metabolite; Metabolomics; Metabolite profiling; Chemistry; American ginseng; Nuclear magnetic resonance spectroscopy; Chromatography; Food science; Biochemistry; Traditional medicine; Stereochemistry; Medicine","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":[0.0002352115,0.0001187464,0.0002872988,0.00001273856,0.00006025996,0.00002569283,0.00008553426,0.0001047636,0.000002660881],"category_scores_gemma":[0.00005204856,0.00006903563,0.000148678,0.0001223515,0.00004608567,0.000006491521,0.00003733923,0.0001371491,2.578802e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005986368,"about_ca_system_score_gemma":0.00001302088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001961998,"about_ca_topic_score_gemma":1.755537e-7,"domain_scores_codex":[0.9992318,0.0000310964,0.0003469249,0.0001639852,0.0001075317,0.0001186253],"domain_scores_gemma":[0.9993501,0.00002494307,0.0003173094,0.00008325301,0.0001328411,0.00009154751],"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":[0.000007813388,0.00006125017,0.005317977,0.00002986255,0.000235773,1.747989e-7,0.00001753652,0.0002416238,0.9926666,0.00004917055,0.00004119692,0.001331001],"study_design_scores_gemma":[0.00044174,0.0003442513,0.3225737,0.00001920731,0.0002754964,0.00004241608,0.000436986,0.0001015922,0.6750264,0.00007771043,0.0004654581,0.0001950631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975439,0.001553324,0.000342796,0.0002390409,0.000003565306,0.00004615416,0.00002587183,0.000002954218,0.0002423787],"genre_scores_gemma":[0.9979521,0.0003329932,0.001462018,0.00004598898,0.0001053346,0.000001425179,0.0000498512,0.000001925313,0.00004836834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3176402,"threshold_uncertainty_score":0.2815191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075112112671751,"score_gpt":0.2687808539458659,"score_spread":0.2580297328191484,"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."}}