{"id":"W2059737426","doi":"10.1137/100811726","title":"Shared Inputs, Entrainment, and Desynchrony in Elliptic Bursters: From Slow Passage to Discontinuous Circle Maps","year":2011,"lang":"en","type":"preprint","venue":"SIAM Journal on Applied Dynamical Systems","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Bursting; Entrainment (biomusicology); Classification of discontinuities; Phase response curve; Amplitude; Bifurcation; Physics; Instability; Chaotic; Statistical physics; Hopf bifurcation; Population; Mathematics; Control theory (sociology); Mathematical analysis; Neuroscience; Computer science; Mechanics; Biology; Nonlinear system; Rhythm; Circadian rhythm","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":[0.0002438591,0.0001856285,0.0002283673,0.0001884807,0.0001731143,0.0004477734,0.0002495949,0.0003057448,0.0007589365],"category_scores_gemma":[0.002272592,0.0001470492,0.0002088865,0.000110106,0.0006408884,0.0004814659,0.0004918379,0.0003233024,0.00006194307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002235129,"about_ca_system_score_gemma":0.0001394298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004102445,"about_ca_topic_score_gemma":0.0003170433,"domain_scores_codex":[0.9999324,0.00002015146,0.00000425432,0.00001373733,0.00001855614,0.00001075366],"domain_scores_gemma":[0.9993203,0.000384972,0.0001288825,0.00006417925,0.00004338835,0.00005836681],"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":[0.0007581949,0.0001124047,0.01627459,0.0002759677,0.0001120402,0.002154885,0.002354167,0.4367628,0.3358129,0.165415,0.0005903116,0.03937667],"study_design_scores_gemma":[0.00002172059,0.000118459,0.005202101,0.00001197453,0.00002139388,0.0003570101,0.0001869006,0.9332113,0.01375271,0.04667506,0.0004191526,0.0000221589],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9216589,0.0001261918,0.07594074,0.0001678879,0.000007099279,0.00001477519,0.00001726925,0.00004980105,0.002017351],"genre_scores_gemma":[0.9971878,0.00004463622,0.002387043,0.000008161235,0.000003825725,0.000006066673,0.000004840715,0.000006367613,0.0003512273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007589365,"threshold_uncertainty_score":0.002538919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338207381736957,"score_gpt":0.2318916219092588,"score_spread":0.2085095480918892,"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."}}