{"id":"W7028631406","doi":"","title":"Feedback Control of Stochastic Gene Switches Using PIDE Models","year":2022,"lang":"en","type":"other","venue":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feedback control; Control theory (sociology); Control (management); Feedback loop; Stochastic process; Control system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004659373,0.0005523335,0.0008009479,0.001004827,0.0002999081,0.00265422,0.001061166,0.0003040724,0.00313429],"category_scores_gemma":[0.005538638,0.0005766412,0.0003192966,0.0008777385,0.0004142707,0.005098854,0.0008107129,0.0007067337,0.0005640653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003085106,"about_ca_system_score_gemma":0.004257386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009830801,"about_ca_topic_score_gemma":0.0002955185,"domain_scores_codex":[0.9897335,0.00001069685,0.0007823487,0.0008714898,0.007678697,0.0009232266],"domain_scores_gemma":[0.992992,0.0005960592,0.0007074276,0.0005231934,0.005082928,0.00009832979],"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":[0.0002988253,0.0006697695,0.00007618197,0.0007072046,0.0007814225,0.00003932616,0.00005121865,0.03047148,0.00007590367,0.1899518,0.7718191,0.005057838],"study_design_scores_gemma":[0.001909622,0.00004817489,0.00002543218,0.000250639,0.00007050546,0.00001340494,0.0004500575,0.06672182,0.000002433825,0.1669038,0.7626811,0.0009230232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0032275,0.0005828531,0.002501866,0.000105031,0.0003489473,0.0009543923,0.001069886,0.0001767387,0.9910328],"genre_scores_gemma":[0.8787876,0.00004330157,0.0001264843,0.0007519804,0.002541474,0.0001627447,0.0008440792,0.0008834001,0.1158589],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8755602,"threshold_uncertainty_score":0.9996685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2010283951408412,"score_gpt":0.2880740027389391,"score_spread":0.08704560759809793,"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."}}