{"id":"W2179502991","doi":"10.1152/jn.2001.86.4.1523","title":"Model of Gamma Frequency Burst Discharge Generated by Conditional Backpropagation","year":2001,"lang":"en","type":"article","venue":"Journal of Neurophysiology","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Ottawa","funders":"","keywords":"Bursting; Backpropagation; Computer science; Neuroscience; Artificial intelligence; Psychology; Artificial neural network","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":[0.0001544009,0.0005572461,0.0007006664,0.0003163624,0.0004356596,0.0006343909,0.001534141,0.001282345,0.002267063],"category_scores_gemma":[0.0004801287,0.0003084686,0.0007523936,0.0003035164,0.0007102215,0.0007610556,0.0006226894,0.0006610092,0.0002713607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008487805,"about_ca_system_score_gemma":0.0008854939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01499861,"about_ca_topic_score_gemma":0.005694011,"domain_scores_codex":[0.9998934,0.00001661886,0.000006229803,0.00002551084,0.00002994783,0.00002832242],"domain_scores_gemma":[0.9997939,0.00005880108,0.00004067237,0.00001277105,0.00005760012,0.00003626501],"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":[0.00006125439,0.00001511717,0.0005927805,0.00002767159,0.00001732731,0.0002235962,0.00006740342,0.9842315,0.005218322,0.008173447,0.0001639595,0.001207622],"study_design_scores_gemma":[0.00001005417,0.0000108422,0.0001242866,0.000001451469,0.00000528695,0.00002119406,0.000005074296,0.9987558,0.0001952394,0.0007994351,0.00006823034,0.00000305902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6333306,0.0003748466,0.3418228,0.0004572569,0.00006335093,0.00007905096,0.0007443494,0.0006651202,0.02246266],"genre_scores_gemma":[0.9888045,0.0001505405,0.005383681,0.00003848768,0.0000134654,0.00008191357,0.0001295555,0.00003592685,0.005362045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01499861,"threshold_uncertainty_score":0.02982265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642368909180958,"score_gpt":0.2410208172160705,"score_spread":0.2245971281242609,"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."}}