{"id":"W2291664683","doi":"10.20381/ruor-19500","title":"Ginsenoside variation and phytochemistry of Ontario-grown North American ginseng (Panax quinquefolius): Assessing land race diversity and biological activities","year":2011,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Ginseng Biological Effects and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"American ginseng; Race (biology); Phytochemistry; Ginsenoside; Ginseng; Biology; Diversity (politics); Traditional medicine; Botany; Geography; Medicine; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003084528,0.0001764337,0.0003451149,0.0001154183,0.0005812683,0.00001664404,0.0002554141,0.0002656499,0.00002205998],"category_scores_gemma":[0.00008824006,0.0001779835,0.00007583768,0.0001690758,0.000697934,0.0000159353,0.0004495806,0.0003592216,5.415778e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005364741,"about_ca_system_score_gemma":0.0001993065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01683811,"about_ca_topic_score_gemma":0.05350092,"domain_scores_codex":[0.9987917,0.00015803,0.0001232215,0.000469576,0.0002086871,0.0002488022],"domain_scores_gemma":[0.9990824,0.0001027969,0.0002499328,0.0002412718,0.000201473,0.0001220654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001315775,0.000196434,0.7822298,0.0002534557,0.000187127,0.000009569526,0.002026463,0.000002594223,0.2099669,0.0002065393,0.0001547662,0.004634739],"study_design_scores_gemma":[0.0003322977,0.0004177318,0.9876227,0.00003538324,0.00004165486,0.000003009942,0.001316168,0.00001194765,0.008272302,0.00006506886,0.001689117,0.0001925799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99751,0.0000789769,0.000105405,0.00003352858,0.00001889373,0.0002395023,0.00007272296,0.000009136461,0.001931853],"genre_scores_gemma":[0.9964055,0.0005295918,0.0006906081,0.000005570883,0.00003235445,0.000001695597,0.0005444866,0.00000895488,0.001781234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2053929,"threshold_uncertainty_score":0.9897088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04048019209490305,"score_gpt":0.2883963058732859,"score_spread":0.2479161137783829,"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."}}