{"id":"W2097460835","doi":"10.1093/cercor/bht050","title":"A Long-Range Fronto-Parietal 5- to 10-Hz Network Predicts \"Top-Down\" Controlled Guidance in a Task-Switch Paradigm","year":2013,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Robarts Clinical Trials; Western University","funders":"Canadian Institutes of Health Research","keywords":"Prefrontal cortex; Neuroscience; Stimulus (psychology); Posterior parietal cortex; Psychology; Parietal lobe; Cognition; Electroencephalography; Task (project management); Brain activity and meditation; Cognitive psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002495185,0.0003673093,0.0006003379,0.0001216002,0.0001939682,0.0002356438,0.0004866988,0.0001558212,0.0009837137],"category_scores_gemma":[0.0004793092,0.0003099433,0.0001759263,0.0005750976,0.00009682813,0.0004933134,0.0001652693,0.0003282683,0.001238057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209321,"about_ca_system_score_gemma":0.00007078709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003327638,"about_ca_topic_score_gemma":0.000588814,"domain_scores_codex":[0.996909,0.0001952853,0.0006118561,0.0009156904,0.0004629599,0.0009052122],"domain_scores_gemma":[0.9986131,0.0002543079,0.0001950116,0.00054253,0.00005951638,0.0003355356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009035986,0.001895153,0.3841873,0.000282535,0.0001763781,0.001103821,0.001634884,0.008211721,0.2214606,0.03394613,0.300669,0.03739653],"study_design_scores_gemma":[0.01251217,0.001261501,0.7968869,0.0001971255,0.00005900645,0.0001051704,0.00003063854,0.1672732,0.0005801215,0.009119512,0.01072672,0.001248001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879196,0.0001691936,0.0008372293,0.001968074,0.001342489,0.002271689,0.00003066026,0.0001884509,0.005272623],"genre_scores_gemma":[0.9879082,0.00001249247,0.000117693,0.004191944,0.0004471498,0.0004379799,0.00001639123,0.00004479808,0.006823359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4126996,"threshold_uncertainty_score":0.9999353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408817417381632,"score_gpt":0.2326016130135587,"score_spread":0.2185134388397423,"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."}}