{"id":"W2943582007","doi":"10.1016/j.dcn.2019.100653","title":"The neural association between arithmetic and basic numerical processing depends on arithmetic problem size and not chronological age","year":2019,"lang":"en","type":"article","venue":"Developmental Cognitive Neuroscience","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Jacobs Foundation","keywords":"Arithmetic; Numerical cognition; Intraparietal sulcus; Association (psychology); Cognition; Arabic numerals; Symbol (formal); Psychology; Computer science; Mathematics; Cognitive psychology; Neuroscience","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":[0.0003596941,0.0001885143,0.0001799962,0.0004418609,0.00008770775,0.0003267618,0.0001422124,0.0001687913,0.002936956],"category_scores_gemma":[0.002153561,0.0001792475,0.0001563701,0.0002178828,0.0004192752,0.00050269,0.0003987656,0.0002640583,0.0003054666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119703,"about_ca_system_score_gemma":0.0001939091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006317517,"about_ca_topic_score_gemma":0.001728931,"domain_scores_codex":[0.9998688,0.00001617354,0.000008769878,0.00004784364,0.00003903796,0.00001927612],"domain_scores_gemma":[0.9986956,0.0005336147,0.0004670083,0.00009227706,0.00009937227,0.0001120886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009345183,0.0001343659,0.689618,0.0002078569,0.0001419093,0.0005596086,0.002153547,0.0005240208,0.2394342,0.001155872,0.0004189093,0.06471717],"study_design_scores_gemma":[0.000005901436,0.00008191267,0.9964862,0.000005608316,0.00001226933,0.0002688789,0.0001055541,0.0002281286,0.002274091,0.0002429238,0.0002841433,0.000004268397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963759,0.0001577326,0.0008406832,0.00002430094,0.000009741735,0.000007314985,0.00009448153,0.00001843194,0.002471557],"genre_scores_gemma":[0.9975775,0.0001618943,0.001043419,0.00001723773,0.00001156775,0.00001815449,0.0001923974,0.00001067007,0.0009671557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002936956,"threshold_uncertainty_score":0.00982511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.036200493678834,"score_gpt":0.2895706728986167,"score_spread":0.2533701792197827,"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."}}