{"id":"W2476650820","doi":"10.1111/desc.12450","title":"Functional brain organization of working memory in adolescents varies in relation to family income and academic achievement","year":2016,"lang":"en","type":"article","venue":"Developmental Science","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"McGovern Institute for Brain Research, Massachusetts Institute of Technology; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital; National Institutes of Health; Bill and Melinda Gates Foundation","keywords":"Working memory; Psychology; Family income; Functional magnetic resonance imaging; Developmental psychology; Cognition; Academic achievement; Prefrontal cortex; Task (project management); Executive functions; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006696964,0.00005653849,0.00006518816,0.0002221015,0.00006491126,0.000008128707,0.00008274118,0.00003187369,0.00005107828],"category_scores_gemma":[0.0004267971,0.00004742637,0.000003553423,0.0009231085,0.0001459082,0.0001686874,0.0001400919,0.00006462442,0.00001624192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253473,"about_ca_system_score_gemma":0.00008430424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007561534,"about_ca_topic_score_gemma":0.00005801448,"domain_scores_codex":[0.9991585,0.00003245578,0.0002196062,0.000234869,0.0001851825,0.0001694086],"domain_scores_gemma":[0.9997332,0.000101079,0.00004859975,0.00003893708,0.00003996207,0.00003826891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001244065,0.00001846736,0.9358822,0.000003554464,7.253692e-7,8.116025e-7,0.00219342,0.000002071829,0.0320674,0.0007402162,0.000004002039,0.02907471],"study_design_scores_gemma":[0.0003825516,0.00001429218,0.9965666,0.0003097854,4.474917e-7,0.000002602949,0.001336006,0.000003390572,0.001036394,0.0002669368,0.00001309543,0.00006792773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975648,0.0000130216,0.0009645828,0.0003130419,0.0001252645,0.0001470791,9.957712e-7,0.000009006717,0.0008621883],"genre_scores_gemma":[0.9991871,0.000001422028,0.00050766,0.0002112835,0.000008444423,0.000007735359,9.829286e-7,0.000003883414,0.00007147178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06068439,"threshold_uncertainty_score":0.1933991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04464083986639708,"score_gpt":0.2816182049032955,"score_spread":0.2369773650368985,"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."}}