{"id":"W4366831064","doi":"10.1016/j.biosystems.2023.104905","title":"Metabolic Control Analysis of triacylglycerol accumulation in oilseed rape","year":2023,"lang":"en","type":"article","venue":"Biosystems","topic":"Lipid metabolism and biosynthesis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Saskatchewan Research Council (Canada)","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Flux (metallurgy); Productivity; Control (management); Environmental science; Assimilation (phonology); Biochemical engineering; Agronomy; Biology; Biotechnology; Agricultural engineering; Biological system; Chemistry; Computer science; Economics; Engineering","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":[0.0006532291,0.0001357015,0.0004803757,0.0005356393,0.00002836878,0.0000142127,0.0001737517,0.000160511,0.00001361342],"category_scores_gemma":[0.0001482174,0.0001149933,0.0002338434,0.001442876,0.00002415829,0.000004917367,0.00003645142,0.00003449915,0.00002200384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005102434,"about_ca_system_score_gemma":0.00004238005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001073864,"about_ca_topic_score_gemma":0.0001505594,"domain_scores_codex":[0.9986922,0.0001587381,0.0004597149,0.000293057,0.0001746323,0.0002216341],"domain_scores_gemma":[0.9992933,0.00003799828,0.0001737672,0.0003752952,0.00006634851,0.00005327253],"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":[0.0001724818,0.00004945747,0.05300706,0.00002967962,0.0007642317,0.000001124303,0.00007427565,0.0004043351,0.9426571,0.00005089936,0.0001275523,0.002661789],"study_design_scores_gemma":[0.002248823,0.00004926308,0.3966016,0.000016318,0.0007506984,7.294511e-7,0.0001447751,0.004428763,0.5545408,0.000002813167,0.04096006,0.0002553554],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981806,0.0008925564,0.0001311943,0.00003894911,0.000255546,0.0002401994,0.00007688528,0.00002476963,0.0001592681],"genre_scores_gemma":[0.9991197,0.0001177976,0.00003137836,0.00003700826,0.0002479993,0.00002978571,0.0002010176,0.00001396434,0.000201323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3881163,"threshold_uncertainty_score":0.4689291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454436770467696,"score_gpt":0.2886524928558197,"score_spread":0.2641081251511427,"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."}}