{"id":"W1973668822","doi":"10.1002/cjce.5450780220","title":"On the control of an unstable periodic state in the repeated fed‐batch operation of a biochemical system","year":2000,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Floquet theory; Control theory (sociology); Constant (computer programming); Mathematics; Stability (learning theory); Steady state (chemistry); Flow (mathematics); Volumetric flow rate; Control variable; Mechanics; Control (management); Chemistry; Physics; Computer science; Nonlinear system; Statistics","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":[0.0005944617,0.00009596861,0.0001805229,0.00004433814,0.0000358804,0.00002039926,0.000353265,0.00006873615,0.00002018359],"category_scores_gemma":[0.0000654396,0.00005386017,0.00009603229,0.0001573502,0.00007344063,0.000004194935,0.000005057466,0.000170872,4.405991e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005249072,"about_ca_system_score_gemma":0.0001877415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005743455,"about_ca_topic_score_gemma":0.0001951244,"domain_scores_codex":[0.999177,0.00007968751,0.00033916,0.00008509322,0.0001474699,0.0001715677],"domain_scores_gemma":[0.9994197,0.00003754104,0.00009941535,0.0002701658,0.00007585279,0.00009728273],"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":[0.00007507513,0.00001188506,0.00008249328,0.00001687655,0.00008591959,0.000007123794,0.0002458798,0.1802955,0.8187671,0.00008188743,0.0001191947,0.0002111274],"study_design_scores_gemma":[0.0006384213,0.0001823809,0.0002276186,0.0001190856,0.00007996631,0.0001265493,0.0001267067,0.0492213,0.9488033,0.00002868871,0.0003128301,0.0001331214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989948,0.0004523905,0.0001465549,0.000253808,0.00001910434,0.00008454976,0.000008061774,0.000001234963,0.00003948589],"genre_scores_gemma":[0.9998067,0.000005107576,0.00002930199,0.00005999511,0.00006904181,0.000002944983,0.000006036763,0.00001056026,0.00001032576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1310742,"threshold_uncertainty_score":0.2196354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003411290438718356,"score_gpt":0.1703773277615551,"score_spread":0.1669660373228368,"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."}}