{"id":"W7074181555","doi":"","title":"Production of triterpenoid sapogenins in hairy root cultures of Silene vulgaris","year":2015,"lang":"en","type":"article","venue":"NPARC","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Methyl jasmonate; Hairy root culture; Sapogenin; Agrobacterium; Triterpenoid; Explant culture; Caryophyllaceae; Silene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005481468,0.00007177552,0.0003190445,0.0001863398,0.00001938687,0.000008993423,0.0001289384,0.00004376872,0.0007290862],"category_scores_gemma":[0.0001707283,0.00007690526,0.00006012214,0.0001825237,0.00009284003,0.0001405398,0.00005671255,0.00004939908,0.0003642503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005297223,"about_ca_system_score_gemma":0.00001618595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001357528,"about_ca_topic_score_gemma":0.0000554544,"domain_scores_codex":[0.9991288,0.000007589908,0.000455085,0.0002467263,0.00002941593,0.0001323998],"domain_scores_gemma":[0.9994701,0.00000990556,0.0002482648,0.0001931439,0.00004195313,0.00003670421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002068607,0.0007038094,0.2967398,0.000145776,0.0001842403,0.000003322257,0.01704342,0.00109204,0.005129727,0.1069778,0.5686401,0.003132989],"study_design_scores_gemma":[0.00680348,0.0006440851,0.1680176,0.000171689,0.00005132793,0.000009259048,0.01280028,0.002075134,0.0652762,0.1946768,0.5481188,0.00135534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7607274,0.0006116268,0.00002327349,0.0002251798,0.001345437,0.0001138211,0.00009043785,0.00000817572,0.2368546],"genre_scores_gemma":[0.9789252,0.00005773763,0.0004253973,0.00001384443,0.00005203699,0.000007187427,0.000004908084,0.000005459185,0.02050821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2181978,"threshold_uncertainty_score":0.7982983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05191321831781374,"score_gpt":0.2332509174620896,"score_spread":0.1813376991442758,"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."}}