{"id":"W4403559869","doi":"10.14738/assrj.119.17608","title":"Bilingualism's Influence on Cognitive Development","year":2024,"lang":"en","type":"article","venue":"Advances in Social Sciences Research Journal","topic":"Language Development and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algonquin College","funders":"","keywords":"Neuroscience of multilingualism; Cognition; Psychology; Cognitive psychology; 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":[0.0004227429,0.0001456731,0.0001661788,0.0006499698,0.000336807,0.0005963802,0.00008699274,0.0001397332,0.002283894],"category_scores_gemma":[0.001760401,0.00006414057,0.0001301549,0.0003395307,0.000452021,0.0001950369,0.000576334,0.0002244204,0.0001461216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005642911,"about_ca_system_score_gemma":0.001169077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006487636,"about_ca_topic_score_gemma":0.008446933,"domain_scores_codex":[0.999603,0.0001246142,0.0000252031,0.0000912631,0.00008214529,0.0000737717],"domain_scores_gemma":[0.9986945,0.0004922125,0.0003457211,0.00005293923,0.0001392776,0.0002753281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001863144,0.0002621316,0.8343306,0.0002081314,0.000121179,0.003669768,0.007271891,0.0001766352,0.06085718,0.003137755,0.0005136527,0.08758788],"study_design_scores_gemma":[0.000009453795,0.0001970685,0.9924465,0.00002992109,0.00004156466,0.001407337,0.0009113855,0.00008433255,0.002593364,0.0006565306,0.001615572,0.000006935547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923023,0.001204447,0.0001412871,0.0001774261,0.000009478601,0.000003723367,0.0001033857,0.00001238733,0.006045649],"genre_scores_gemma":[0.9988418,0.0003543384,0.0001282869,0.00001696482,0.000004707736,0.000003120884,0.0000282593,0.00000525993,0.0006170974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006487636,"threshold_uncertainty_score":0.01289976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149680989686704,"score_gpt":0.5534984280121774,"score_spread":0.438530329043507,"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."}}