{"id":"W2765547080","doi":"10.1163/15685373-12340010","title":"Is it a Small World After All? Investigating the Theoretical Structure of Working Memory Cross-Nationally","year":2017,"lang":"en","type":"article","venue":"Journal of Cognition and Culture","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Working memory; Psychology; Context (archaeology); Cognitive psychology; Short-term memory; Developmental psychology; Cognition; Educational attainment; Set (abstract data type); Geography; Economic growth; Computer science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003324847,0.0001114822,0.0001705513,0.00004444121,0.000234295,0.0001933694,0.0001702357,0.00008734899,0.002311967],"category_scores_gemma":[0.0006094552,0.00006598081,0.0001109008,0.00004876932,0.0005989863,0.0001216543,0.0000527195,0.000439358,0.000002559375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008170348,"about_ca_system_score_gemma":0.00002920595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002785825,"about_ca_topic_score_gemma":0.00003685464,"domain_scores_codex":[0.9990829,0.00009020003,0.0003640933,0.0001172713,0.0002116572,0.0001339435],"domain_scores_gemma":[0.998373,0.00024559,0.0006149763,0.0001297655,0.0005642877,0.00007232798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002301003,0.0005696079,0.3815336,0.0004660653,0.002574756,0.0003504646,0.220283,0.00001197329,0.02075993,0.1627853,0.02721871,0.1811455],"study_design_scores_gemma":[0.003844753,0.0003283434,0.6265537,0.001600599,0.0005533,0.0008745679,0.01177303,0.00006722761,0.003279222,0.3295433,0.02114586,0.0004361576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612421,0.0005562003,0.00007041683,0.006524666,0.0002737268,0.0001048978,0.00003086992,0.000004526382,0.03119258],"genre_scores_gemma":[0.9936201,0.00001418838,0.0004618567,0.004285475,0.0004665495,0.000002822405,0.000003108988,0.000008856518,0.00113704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2450201,"threshold_uncertainty_score":0.9986001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07419243673462225,"score_gpt":0.3529226436484328,"score_spread":0.2787302069138106,"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."}}