{"id":"W4293659516","doi":"10.3390/brainsci12091135","title":"Parietal Alpha Oscillations: Cognitive Load and Mental Toughness","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Russian Science Foundation","keywords":"Psychology; Mental toughness; Cognition; Alpha (finance); Cognitive psychology; Raven's Progressive Matrices; Task (project management); Trait; Aptitude; Elementary cognitive task; Intelligence quotient; Developmental psychology; Neuroscience; Psychometrics; Medicine; Internal consistency","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":[0.0001996128,0.0003105469,0.0001815382,0.0003222352,0.00008484493,0.0004120602,0.00009215061,0.0002064162,0.002218414],"category_scores_gemma":[0.001822954,0.0001245707,0.0001281996,0.0002409369,0.0001922288,0.0002247037,0.0003102042,0.0002292768,0.0001721196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000612179,"about_ca_system_score_gemma":0.00006420189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003771981,"about_ca_topic_score_gemma":0.0004861111,"domain_scores_codex":[0.999918,0.00001438152,0.00000587147,0.00002986671,0.0000206629,0.00001131539],"domain_scores_gemma":[0.9994828,0.0001964734,0.0001977741,0.00003674997,0.00003153219,0.00005457921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004848594,0.0006130451,0.4610146,0.0003615019,0.0004019071,0.001099764,0.002434332,0.001247768,0.4378721,0.0006104716,0.0004950473,0.08900078],"study_design_scores_gemma":[0.00001436201,0.0001272646,0.9977244,0.000003639846,0.00001995309,0.0001547301,0.00007081701,0.0003345521,0.001276375,0.000172329,0.0000975968,0.000004065157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980339,0.0001867922,0.000769419,0.00002768719,0.000005234377,0.00001243916,0.0001037373,0.000009953337,0.000850741],"genre_scores_gemma":[0.9988796,0.00009164616,0.0003476653,0.00002095511,0.00001726204,0.00001605863,0.0001585917,0.000006612092,0.0004615553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002218414,"threshold_uncertainty_score":0.007421374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0410437311463335,"score_gpt":0.2927289107882292,"score_spread":0.2516851796418957,"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."}}