{"id":"W7071397661","doi":"","title":"Synchronization Control of Interconnected Systems with Applications to Neuronal Models","year":2015,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Synchronization (alternating current); Control theory (sociology); Interconnection; Feature (linguistics); Class (philosophy); Control (management); Feedback loop","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":[0.0002552784,0.000461185,0.000399389,0.0002710481,0.0002406236,0.0006374205,0.0003763732,0.0004700887,0.001590278],"category_scores_gemma":[0.001024664,0.0001532644,0.0003674384,0.0003801006,0.0005183212,0.000372999,0.001090766,0.0005257647,0.0001378807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005316019,"about_ca_system_score_gemma":0.0003781403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002696272,"about_ca_topic_score_gemma":0.001859594,"domain_scores_codex":[0.9998763,0.00003725505,0.00000611894,0.00003051096,0.00003849839,0.0000113479],"domain_scores_gemma":[0.9997789,0.0001106557,0.00004037657,0.00001514033,0.0000407459,0.00001414617],"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":[0.00005078168,0.00003076982,0.000261534,0.0001105045,0.00003637484,0.0001099899,0.0001921948,0.8011421,0.01297812,0.1649558,0.0008613933,0.01927048],"study_design_scores_gemma":[0.000006386299,0.00003161533,0.00008694876,0.00001088906,0.000005813349,0.00001216715,0.00001527774,0.9776883,0.0005154689,0.02053432,0.001088166,0.000004637052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1162444,0.00387811,0.8531775,0.000844045,0.0001991011,0.00004200902,0.0000728427,0.0001774432,0.02536452],"genre_scores_gemma":[0.9758354,0.002485184,0.01353369,0.00006187083,0.00009522859,0.00007562621,0.00005092113,0.00003545137,0.007826567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002696272,"threshold_uncertainty_score":0.00536114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405613781393431,"score_gpt":0.2299100805024788,"score_spread":0.2158539426885445,"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."}}