{"id":"W2063633496","doi":"10.1007/s00299-005-0049-6","title":"A comparison between hairy root cultures and wild plants of Saussurea involucrata in phenylpropanoids production","year":2005,"lang":"en","type":"article","venue":"Plant Cell Reports","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"National Science Foundation","keywords":"Biology; Plant biochemistry; Botany; Genetics; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002668173,0.0004579847,0.0004812578,0.0008975984,0.000319001,0.0003823502,0.0004336367,0.0003305051,0.001005723],"category_scores_gemma":[0.0003601287,0.0002707895,0.000501647,0.0003368508,0.000212276,0.0004365275,0.0003402077,0.0006132988,0.0003072397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005601766,"about_ca_system_score_gemma":0.0002632592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003048023,"about_ca_topic_score_gemma":0.003500776,"domain_scores_codex":[0.9997907,0.00004151649,0.00002661179,0.00004734816,0.0000471875,0.00004660752],"domain_scores_gemma":[0.9993495,0.0002346301,0.00005039489,0.00009445303,0.00008481408,0.0001861512],"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":[0.00009522264,0.00001386455,0.0002347837,0.00001298538,0.000005457275,0.0000289552,0.00001262008,0.00002235497,0.9991038,0.00002979695,0.000007297913,0.0004325913],"study_design_scores_gemma":[0.00001119269,0.000321128,0.02192741,0.00000595163,0.00004661691,0.0001881729,0.00007341595,0.0009006191,0.9756506,0.00004114646,0.0008252095,0.00000856631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948348,0.001681803,0.001524503,0.00004661331,0.0000299943,0.00001711669,0.0004924278,0.00007635493,0.00129649],"genre_scores_gemma":[0.9930143,0.0005188061,0.001782033,0.00003379018,0.00001726143,0.00001826773,0.001913928,0.0000540587,0.002647478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003048023,"threshold_uncertainty_score":0.0060606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597923100797903,"score_gpt":0.2577451500436804,"score_spread":0.2417659190357014,"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."}}