{"id":"W4412625328","doi":"10.1016/j.bandl.2026.105782","title":"Oscillatory Brain Activity in Response to Familiar and Unfamiliar Languages in Monolingual and Bilingual Young Adults","year":2025,"lang":"en","type":"preprint","venue":"Brain and Language","topic":"Psychology of Development and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Linguistics; Brain activity and meditation; Neuroscience of multilingualism; Cognitive psychology; Communication; Electroencephalography; Neuroscience","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001084032,0.0001954055,0.0001975522,0.0002414235,0.0001589448,0.0002359414,0.00004776985,0.0001730459,0.001630122],"category_scores_gemma":[0.0004491489,0.00007202347,0.0000773748,0.0001025358,0.0001696644,0.0001506605,0.0002479694,0.000121868,0.0002349908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001040238,"about_ca_system_score_gemma":0.0001006532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001488995,"about_ca_topic_score_gemma":0.005239478,"domain_scores_codex":[0.9999436,0.000005869196,0.00000483397,0.00002202991,0.00001028961,0.00001338905],"domain_scores_gemma":[0.999817,0.00003552548,0.00004377396,0.000006128844,0.00003038719,0.00006731131],"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":[0.003761485,0.0004131658,0.4598773,0.0002439425,0.00006414411,0.001902731,0.01082023,0.00005824918,0.4869525,0.00008544961,0.000304948,0.03551574],"study_design_scores_gemma":[0.00001726821,0.0003576318,0.9946178,0.000004843052,0.00001429437,0.00054795,0.001494877,0.0000526679,0.00263882,0.00002685387,0.0002217249,0.000005289277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995632,0.00006722912,0.00004606199,0.000007239967,0.000001871148,0.000002730773,0.00004969481,0.000001811137,0.0002601049],"genre_scores_gemma":[0.999167,0.00007648992,0.0001241825,0.00002097917,0.000004897744,0.00000836462,0.000102252,0.000001971062,0.0004939842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001630122,"threshold_uncertainty_score":0.005453348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303151909459336,"score_gpt":0.348595125483644,"score_spread":0.3355636063890506,"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."}}