{"id":"W2976949611","doi":"10.1016/j.neuroimage.2019.116222","title":"Duration and extent of bilingual experience modulate neurocognitive outcomes","year":2019,"lang":"en","type":"article","venue":"NeuroImage","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"University of Reading","keywords":"Neurocognitive; Neuroscience of multilingualism; Psychology; Neuroimaging; Cognitive psychology; Complementarity (molecular biology); Brain activity and meditation; Neural correlates of consciousness; Developmental psychology; Cognition; Neuroscience","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":[0.0003573164,0.0001645646,0.0002075712,0.0001517911,0.000167487,0.0004559868,0.00006582226,0.0002104047,0.003124192],"category_scores_gemma":[0.001562074,0.00008373629,0.0000842603,0.0000852671,0.0002774963,0.0002324551,0.000425166,0.0002300658,0.0002083141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571309,"about_ca_system_score_gemma":0.0002115779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000955746,"about_ca_topic_score_gemma":0.002555706,"domain_scores_codex":[0.9998628,0.000033212,0.00001022531,0.00004690827,0.00002006951,0.00002678348],"domain_scores_gemma":[0.9993864,0.0001698226,0.0002164931,0.00005004974,0.00003828217,0.0001389633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01346563,0.001153168,0.5561818,0.0003348474,0.0003013932,0.001251105,0.006747797,0.0004335794,0.3697935,0.0005835752,0.0005234457,0.04922999],"study_design_scores_gemma":[0.00003556664,0.0006677933,0.9926251,0.00002037745,0.00003653983,0.0003102916,0.0006616878,0.000148767,0.004625759,0.0003832454,0.0004744793,0.00001036478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988269,0.0001134103,0.00009521195,0.0000209181,0.000003510566,0.000003612158,0.00005197068,0.000002525852,0.0008820047],"genre_scores_gemma":[0.9990559,0.00008141575,0.0001438758,0.00001715776,0.000004063662,0.00001087156,0.00007102956,0.000005166853,0.0006105634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003124192,"threshold_uncertainty_score":0.01045144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711991405646281,"score_gpt":0.2995706658053302,"score_spread":0.2724507517488674,"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."}}