{"id":"W7132992325","doi":"","title":"Adaptive myelination and its synchronous dynamics in the Kuramoto network model with state-dependent delays","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Kuramoto model; Control theory (sociology); Stability (learning theory); Synchronization (alternating current); Limit (mathematics); Limit cycle; Topology (electrical circuits); Multistability","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004017415,0.0006519706,0.0005936074,0.000480887,0.0004238678,0.0008739429,0.0007620226,0.0009133192,0.001978507],"category_scores_gemma":[0.001875005,0.0003008727,0.0006025192,0.0003089254,0.0009791898,0.00118588,0.0008555904,0.0007448661,0.000286241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007530951,"about_ca_system_score_gemma":0.0006242055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006719309,"about_ca_topic_score_gemma":0.003749152,"domain_scores_codex":[0.9998197,0.00005138253,0.000007678213,0.0000473085,0.00003752693,0.00003651021],"domain_scores_gemma":[0.9994755,0.0001795477,0.0001798366,0.0000266384,0.0000736164,0.00006492814],"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":[0.00008582348,0.00003261978,0.00164143,0.00006543125,0.00005078461,0.0003399723,0.00026196,0.8622557,0.008614665,0.1223302,0.0006463304,0.003675062],"study_design_scores_gemma":[0.00001325755,0.00002093771,0.0002626397,0.000005176031,0.00001129126,0.00003054789,0.00002333462,0.9870514,0.0002038651,0.01205089,0.0003155318,0.00001119193],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4696209,0.001192176,0.5105643,0.0009671741,0.000096535,0.00007596538,0.000370949,0.0003027609,0.01680919],"genre_scores_gemma":[0.9852787,0.0005242018,0.007824358,0.00004187617,0.00002472151,0.00008774287,0.00006622257,0.00003292442,0.00611923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006719309,"threshold_uncertainty_score":0.01336044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442542095523232,"score_gpt":0.2722689866446282,"score_spread":0.2578435656893959,"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."}}