{"id":"W2056091956","doi":"10.1007/s10548-009-0080-y","title":"The Gamma Oscillation: Master or Slave?","year":2009,"lang":"en","type":"article","venue":"Brain Topography","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":142,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"National Institute on Deafness and Other Communication Disorders; National Institute of Mental Health","keywords":"Rhythm; Oscillation (cell signaling); Neuroscience; Amplitude; Electroencephalography; Task (project management); Computer science; Vigilance (psychology); Physics; Control theory (sociology); Psychology; Control (management); Biology; Artificial intelligence; Engineering; Acoustics","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":[0.002702632,0.0004045471,0.001043483,0.0006346657,0.0004793459,0.002985201,0.001002684,0.0020436,0.00589719],"category_scores_gemma":[0.01247814,0.0004989121,0.0004956505,0.0005726686,0.003447558,0.005195213,0.001736314,0.00188296,0.001143329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003187414,"about_ca_system_score_gemma":0.0004928986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000358633,"about_ca_topic_score_gemma":0.0002900361,"domain_scores_codex":[0.9991291,0.0001641035,0.0000667231,0.0003780152,0.000136019,0.0001261093],"domain_scores_gemma":[0.9975736,0.0009669061,0.0003485135,0.0005678472,0.0002502495,0.0002929789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009294391,0.0003365779,0.07334478,0.001030755,0.0008122391,0.002271759,0.006431321,0.004292862,0.1400825,0.2307796,0.01516842,0.5245199],"study_design_scores_gemma":[0.00034399,0.0007305856,0.2482937,0.0006774133,0.0006044451,0.006598897,0.003381086,0.03021292,0.01701242,0.6587065,0.0330846,0.0003533806],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6143798,0.02576638,0.2448518,0.03624799,0.00445694,0.0001519743,0.0005948415,0.00183202,0.07171831],"genre_scores_gemma":[0.9815609,0.003003474,0.009471816,0.001295976,0.001290435,0.00004303041,0.00006794094,0.0001642257,0.003102221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00589719,"threshold_uncertainty_score":0.01972806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428716477187725,"score_gpt":0.2579903817681091,"score_spread":0.2237032169962319,"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."}}