{"id":"W4225773927","doi":"10.3934/jcd.2022009","title":"Bistability, bifurcations and chaos in the Mackey-Glass equation","year":2022,"lang":"en","type":"article","venue":"Journal of Computational Dynamics","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Attractor; Bistability; Lyapunov exponent; Bifurcation; Cusp (singularity); Mathematics; Pitchfork bifurcation; Parameter space; Orbit (dynamics); Mathematical analysis; Saddle-node bifurcation; Chaotic; Physics; Geometry; Nonlinear system; Quantum mechanics","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":[0.0004644233,0.00005079544,0.00008741186,0.00009843506,0.0001566076,0.00004003757,0.000107735,0.000007648395,0.00007217458],"category_scores_gemma":[0.00001112923,0.00004130076,0.00004241776,0.0002044461,0.0000190004,0.0001085613,0.0000309371,0.0001663944,6.833944e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008496217,"about_ca_system_score_gemma":0.0001076377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002160344,"about_ca_topic_score_gemma":0.00001438965,"domain_scores_codex":[0.9991972,0.0001240614,0.0002814557,0.00005806257,0.0002757298,0.00006348259],"domain_scores_gemma":[0.9993761,0.0002257822,0.000211971,0.00004723777,0.0001205213,0.00001839823],"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":[0.0000177797,0.0001613614,0.05998359,0.00000407708,0.0000201954,0.000001288554,0.0008402937,0.6582068,0.000005043654,0.2648518,0.0000566925,0.01585099],"study_design_scores_gemma":[0.0004841365,0.00004860781,0.06740726,0.000002888094,0.00001064562,0.00001339172,0.001018183,0.7571431,2.544571e-7,0.1735337,0.0002962042,0.00004159312],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6289567,0.00004090467,0.3663006,0.003847553,0.0001393857,0.0001247392,0.00004741237,0.000002515944,0.0005402205],"genre_scores_gemma":[0.9990624,8.29963e-7,0.0005962139,0.00008385145,0.000130306,0.000007415963,0.00009832473,0.000004117991,0.00001657465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3701057,"threshold_uncertainty_score":0.1684196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009420101838368044,"score_gpt":0.2368738408452475,"score_spread":0.2274537390068795,"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."}}