{"id":"W2109016782","doi":"10.1162/neco_a_00688","title":"Dynamics of Gamma Bursts in Local Field Potentials","year":2014,"lang":"en","type":"article","venue":"Neural Computation","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Statistical physics; Point process; Amplitude; Stochastic differential equation; Stochastic process; Local field potential; Physics; Stochastic modelling; Representation (politics); Fixed point; Field (mathematics); Mathematics; Mathematical analysis; Neuroscience; Pure mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004012054,0.0002909803,0.0003688227,0.0003628048,0.0003352539,0.0005978865,0.0004722103,0.0004485165,0.0009449071],"category_scores_gemma":[0.002043506,0.0001649692,0.0004439113,0.0002071305,0.0007093746,0.0007548853,0.0005176708,0.0005143949,0.0001146016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007167743,"about_ca_system_score_gemma":0.0003613948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001717846,"about_ca_topic_score_gemma":0.0009407633,"domain_scores_codex":[0.9998552,0.00004475668,0.000007270101,0.00002587131,0.00004495401,0.00002199242],"domain_scores_gemma":[0.9995981,0.000175457,0.00009649633,0.00003753225,0.00004813756,0.00004429516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00005968038,0.00002950814,0.003001978,0.00002765066,0.00004121807,0.0003919856,0.0001652441,0.8906052,0.02205743,0.07967318,0.0003598752,0.003587097],"study_design_scores_gemma":[0.000006900286,0.00001009535,0.000456599,0.000002583167,0.000004469228,0.00006062459,0.00001103631,0.9870722,0.001055589,0.01117809,0.0001335068,0.000008319842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7710074,0.0001297903,0.2250177,0.0002836105,0.00002381005,0.00002348745,0.0000546396,0.0001500717,0.003309493],"genre_scores_gemma":[0.9956999,0.00006042784,0.003647622,0.00002232696,0.000008520266,0.0000172429,0.00002531004,0.00002268254,0.0004959197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001717846,"threshold_uncertainty_score":0.005200624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628963814807107,"score_gpt":0.2579783248470386,"score_spread":0.2416886866989675,"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."}}