{"id":"W6990501922","doi":"","title":"Dynamics of a state-dependent delay model of repressible and inducible operons","year":2020,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hopf bifurcation; Dynamics (music); Steady state (chemistry); Stability (learning theory); Control theory (sociology); Constant (computer programming); Variable (mathematics); Operon","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004596997,0.0008003307,0.001119589,0.0006934947,0.0006576768,0.001642182,0.001468023,0.002083432,0.00515699],"category_scores_gemma":[0.001337004,0.0004826962,0.0007956897,0.0005257595,0.001351751,0.001095825,0.001129594,0.001040613,0.00042515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002145269,"about_ca_system_score_gemma":0.001216385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542846,"about_ca_topic_score_gemma":0.005589986,"domain_scores_codex":[0.9997678,0.0000412702,0.0000129846,0.00006868217,0.00005398704,0.00005520425],"domain_scores_gemma":[0.9993394,0.0002429996,0.0001676497,0.00002628812,0.0001097551,0.0001140076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001562681,0.00006258734,0.001240582,0.00007167609,0.00003655296,0.0003235004,0.0002602526,0.9468811,0.01117696,0.03769052,0.0004036936,0.001696283],"study_design_scores_gemma":[0.00002554833,0.00002789864,0.0001545912,0.000005399674,0.00001004089,0.00002150095,0.00002400282,0.9963003,0.0004458916,0.002582581,0.0003908092,0.00001130998],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7058063,0.001203552,0.2599468,0.001532794,0.0001619882,0.0001251622,0.001089957,0.0005308121,0.02960274],"genre_scores_gemma":[0.9763253,0.0003536172,0.006580021,0.00007772556,0.0000217031,0.0001373983,0.000246219,0.00005104683,0.01620715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01542846,"threshold_uncertainty_score":0.03067732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355561035072608,"score_gpt":0.2364367120567904,"score_spread":0.2228811017060643,"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."}}