{"id":"W2604670801","doi":"10.1037/neu0000349","title":"Visual short term memory related brain activity predicts mathematical abilities.","year":2017,"lang":"en","type":"article","venue":"Neuropsychology","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Psychology; Intraparietal sulcus; Magnetoencephalography; Working memory; Cognition; Cognitive psychology; Brain activity and meditation; Visual perception; Short-term memory; Visual memory; Neuroscience; Perception; Posterior parietal cortex; Electroencephalography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006089675,0.0003516515,0.0005991191,0.00009198203,0.000428014,0.0001199815,0.0006439601,0.0002530912,0.001695944],"category_scores_gemma":[0.004963838,0.0003014884,0.0001798446,0.00006862356,0.0006550114,0.0002793266,0.0004104838,0.000517776,0.0007435182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004808899,"about_ca_system_score_gemma":0.00003907184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002495491,"about_ca_topic_score_gemma":0.000004740046,"domain_scores_codex":[0.997621,0.0001967032,0.0005413285,0.0006648236,0.0004017573,0.0005743842],"domain_scores_gemma":[0.9967794,0.001622857,0.0002129113,0.001054094,0.00009109481,0.0002396717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001443477,0.01826719,0.01695591,0.002177228,0.00122689,0.004494753,0.008774533,5.387272e-7,0.1370057,0.2728092,0.09292893,0.4439156],"study_design_scores_gemma":[0.001863847,0.0005984501,0.1993482,0.0001930128,0.00008731867,0.000651794,0.0001123201,0.0001216416,0.006169838,0.7897527,0.0003839813,0.0007169319],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8279008,0.000005403895,0.0007274824,0.002367622,0.0004181307,0.00048091,0.000009075431,0.000225621,0.1678649],"genre_scores_gemma":[0.9924579,0.000006072833,0.0014626,0.0005056891,0.0001268774,0.0000531479,0.000003720852,0.00007017644,0.005313844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5169435,"threshold_uncertainty_score":0.9999437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04405483983984905,"score_gpt":0.3684839944763426,"score_spread":0.3244291546364935,"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."}}