{"id":"W2031231360","doi":"10.1007/s10529-004-6934-1","title":"Cellular aggregate size as the critical factor for flavonoid production by suspension cultures of Saussurea medusa","year":2005,"lang":"en","type":"article","venue":"Biotechnology Letters","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"National Science Foundation","keywords":"Suspension culture; Callus; Flavonoid; Biology; Cell culture; Botany; Biochemistry; Genetics; Antioxidant","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":[0.00008010506,0.0001389015,0.0001285776,0.00002376337,0.0001284351,0.00001007871,0.0001808869,0.000405695,0.000009692145],"category_scores_gemma":[0.0003666544,0.00009118317,0.00007226514,0.00005859217,0.0002941445,0.000005931423,0.00003827474,0.0001171286,0.000007351165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001254364,"about_ca_system_score_gemma":0.00001934413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002138947,"about_ca_topic_score_gemma":0.00007818704,"domain_scores_codex":[0.9992145,0.00003403503,0.0001715509,0.0003021731,0.00008321115,0.0001944873],"domain_scores_gemma":[0.9995478,0.00002210574,0.00007751426,0.0002682444,0.00005777884,0.00002657992],"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":[0.00004351267,0.00002907921,0.000007703788,0.00001159417,0.00003022387,7.453096e-7,0.00004452206,0.00001224802,0.9270049,0.000186046,0.07071321,0.001916188],"study_design_scores_gemma":[0.0001321306,0.00008795827,0.00001267564,0.000006467281,0.00002220574,0.00001850425,0.00002363858,0.000007392442,0.7315812,0.00001163034,0.2680049,0.00009126811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8598484,0.002807959,0.001510622,0.1351722,0.0002505623,0.000317013,0.00004703896,0.00003168708,0.00001450531],"genre_scores_gemma":[0.9956927,0.0002776842,0.001099902,0.001697172,0.0004520225,0.00002775196,0.0001360882,0.00001371133,0.0006029732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1972917,"threshold_uncertainty_score":0.3718342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007348556920700986,"score_gpt":0.2435990299237771,"score_spread":0.2362504730030761,"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."}}