{"id":"W4392560604","doi":"10.4324/9781003412427-5","title":"Bilingualism, Aging, and Cognitive Control","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroscience of multilingualism; Cognition; Psychology; Cognitive aging; Cognitive psychology; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001123185,0.000205826,0.0003137809,0.0008228665,0.0005704201,0.001465895,0.0002402385,0.0004398333,0.001950618],"category_scores_gemma":[0.002460831,0.00007805816,0.0001277966,0.0005951276,0.001626238,0.0005821954,0.0005043927,0.0003907672,0.0001154712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009920341,"about_ca_system_score_gemma":0.0007471293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01545388,"about_ca_topic_score_gemma":0.01441887,"domain_scores_codex":[0.9996263,0.00009858558,0.00002466822,0.0001107027,0.000074116,0.00006556796],"domain_scores_gemma":[0.9990093,0.0003196576,0.0002816372,0.00005968844,0.0001205029,0.0002092509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001618344,0.001073428,0.6284075,0.0007321556,0.0005828031,0.001778163,0.01377576,0.0007404763,0.007913535,0.04999288,0.005475704,0.2879092],"study_design_scores_gemma":[0.00006253229,0.0002911775,0.9515045,0.0001378137,0.00009591829,0.0007951856,0.00126098,0.0003451768,0.0004892875,0.03761913,0.007368119,0.00003024721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9131963,0.0489353,0.0008502573,0.00433932,0.0001603476,0.00002181707,0.0002164436,0.00003562556,0.03224452],"genre_scores_gemma":[0.9901134,0.007281724,0.0003899637,0.0002917989,0.00009511334,0.00001037026,0.00008528864,0.000007246182,0.001724964],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01545388,"threshold_uncertainty_score":0.03072786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0260459895310574,"score_gpt":0.2840439652896636,"score_spread":0.2579979757586062,"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."}}