{"id":"W4395463160","doi":"10.1017/s136672892400021x","title":"Executive function's structure in monolingual and bilingual adults using confirmatory factor analysis","year":2024,"lang":"en","type":"article","venue":"Bilingualism Language and Cognition","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Confirmatory factor analysis; Psychology; Factor (programming language); Function (biology); Cognitive psychology; Linguistics; Natural language processing; Statistics; Structural equation modeling; Computer science; Mathematics","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":[0.00345112,0.0004391887,0.0004761052,0.001376784,0.0004613364,0.0009827688,0.000200587,0.0003407456,0.001913323],"category_scores_gemma":[0.008855923,0.0002075068,0.0007351937,0.0007610277,0.0003575472,0.0004320984,0.0004198324,0.0005491765,0.0001874752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003650338,"about_ca_system_score_gemma":0.0008051543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007245457,"about_ca_topic_score_gemma":0.01253118,"domain_scores_codex":[0.9993246,0.000183312,0.0001212476,0.0001525221,0.000148912,0.00006947354],"domain_scores_gemma":[0.9944376,0.002673908,0.001079524,0.0004507467,0.001022751,0.0003356498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000340351,0.0001572163,0.983919,0.00005723673,0.0002012137,0.0001677358,0.002835432,0.0001829786,0.001640005,0.0001888284,0.0001551534,0.01015489],"study_design_scores_gemma":[0.00003111218,0.0002654192,0.9956507,0.00003656428,0.00006592374,0.0002270725,0.001427592,0.001164514,0.0004476372,0.0004288541,0.0002410344,0.00001352219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990678,0.0001160067,0.0003276979,0.00003611801,0.000005244148,0.00001329774,0.0001239864,0.000004995319,0.0003047497],"genre_scores_gemma":[0.9992995,0.00002437846,0.0003943593,0.000008768438,0.000002683765,0.00001318996,0.0001737979,0.000002242964,0.00008105904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007245457,"threshold_uncertainty_score":0.01825148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968720709162907,"score_gpt":0.2892503008241619,"score_spread":0.2695630937325328,"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."}}