{"id":"W4316655667","doi":"10.1016/j.neuropsychologia.2023.108486","title":"Bilingualism modulates neural efficiency at rest through alpha reactivity","year":2023,"lang":"en","type":"article","venue":"Neuropsychologia","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Electroencephalography; Reactivity (psychology); Beta Rhythm; Neuroscience of multilingualism; Resting state fMRI; Brain activity and meditation; Coherence (philosophical gambling strategy); Alpha (finance); Neuroscience; Scalp; Rhythm; BETA (programming language); Cognitive psychology; Neural correlates of consciousness; Audiology; Developmental psychology; Cognition; Psychometrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001628823,0.0002955635,0.0002063448,0.0002176801,0.0001491133,0.0004379416,0.00009254363,0.0002149183,0.003679313],"category_scores_gemma":[0.001213109,0.0001245203,0.00008339983,0.0001638039,0.0003183833,0.0003189155,0.0002553037,0.0002713173,0.0004239947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001536391,"about_ca_system_score_gemma":0.0001651377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005458518,"about_ca_topic_score_gemma":0.001001704,"domain_scores_codex":[0.9998728,0.00003035544,0.000009875129,0.00004212595,0.00002201298,0.0000226978],"domain_scores_gemma":[0.9996001,0.0001539003,0.0001308477,0.00002971688,0.00003220487,0.00005328119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007810769,0.0003079879,0.03654061,0.0001254962,0.0001028386,0.0006266491,0.0007086935,0.000186026,0.9210027,0.0004022135,0.0004918998,0.0316941],"study_design_scores_gemma":[0.0002180309,0.001164418,0.9234689,0.00003355064,0.0001305235,0.001235185,0.0004603777,0.001481502,0.06880175,0.001654293,0.001331711,0.00001964405],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965593,0.0001337573,0.0008515649,0.00007379269,0.00002158738,0.00001407017,0.0001409481,0.00002909982,0.002175779],"genre_scores_gemma":[0.9983303,0.0001001851,0.0003227034,0.00004685902,0.0000202583,0.00001684557,0.000132551,0.00002756576,0.001002731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003679313,"threshold_uncertainty_score":0.01230848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07315210683732237,"score_gpt":0.3434669935081916,"score_spread":0.2703148866708692,"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."}}