{"id":"W2806735107","doi":"10.1016/j.jmaa.2018.10.042","title":"The combined effects of Feller diffusion and transcriptional/translational bursting in simple gene networks","year":2018,"lang":"en","type":"article","venue":"Journal of Mathematical Analysis and Applications","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Narodowe Centrum Nauki; Simons Foundation","keywords":"Bursting; Statistical physics; Diffusion process; Mathematics; Diffusion; Stochastic process; Markov process; Markov chain; Physics; Computer science; Biology; Statistics; Neuroscience; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00357827,0.0008252666,0.001645217,0.00127436,0.0006395588,0.001708837,0.001141671,0.002135581,0.001490044],"category_scores_gemma":[0.01979855,0.0007160744,0.001308094,0.0007092678,0.002678721,0.004021242,0.001346057,0.001522695,0.0001564107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103505,"about_ca_system_score_gemma":0.0007212748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002211479,"about_ca_topic_score_gemma":0.00169917,"domain_scores_codex":[0.9989873,0.0004439648,0.00007025414,0.0001914379,0.0001937442,0.0001133493],"domain_scores_gemma":[0.9867952,0.009762626,0.001223374,0.0008618631,0.0004898189,0.0008670478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005770224,0.0001459732,0.005842408,0.0002947198,0.0001944845,0.001047905,0.0004616388,0.4668562,0.03492892,0.4689558,0.001011065,0.01968373],"study_design_scores_gemma":[0.00005080454,0.00006462231,0.001830343,0.00001389106,0.00006604471,0.000152288,0.00004757331,0.8247682,0.00201856,0.1706235,0.0003189451,0.00004516426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5910069,0.001443692,0.3979012,0.002211237,0.0002321983,0.00005472043,0.0001821415,0.0004901752,0.006477735],"genre_scores_gemma":[0.9886646,0.0005119371,0.008764263,0.0001039383,0.0001465027,0.00003144923,0.00004837805,0.00003790818,0.001691043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00357827,"threshold_uncertainty_score":0.01892394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004867799079482512,"score_gpt":0.2315875920010977,"score_spread":0.2267197929216152,"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."}}