{"id":"W2127744696","doi":"10.1093/geronb/gbt006","title":"Aging, Culture, and Memory for Categorically Processed Information","year":2013,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Cultural Differences and Values","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Toronto Metropolitan University","funders":"National Key Research and Development Program of China; Canadian Institutes of Health Research","keywords":"Categorization; Task (project management); Psychology; Cognition; Ethnic group; Test (biology); Cognitive psychology; Computer science; Artificial intelligence; Sociology","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":[0.0004649121,0.000279782,0.0001274473,0.0004546658,0.0006110211,0.0007113121,0.0002654686,0.0002052698,0.001777627],"category_scores_gemma":[0.002316038,0.00007859587,0.0001099602,0.0002852086,0.0005749332,0.0003552032,0.0003313766,0.0002060939,0.000124978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006996852,"about_ca_system_score_gemma":0.0007680118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1455288,"about_ca_topic_score_gemma":0.1822026,"domain_scores_codex":[0.999856,0.00001303209,0.00001097664,0.00002783451,0.00006768466,0.00002446756],"domain_scores_gemma":[0.9989094,0.0001364654,0.000397371,0.0001011639,0.0002905036,0.0001650712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001217406,0.0002462836,0.9151059,0.0001145272,0.0001583219,0.000322631,0.01340924,0.0001542633,0.02365152,0.0004047459,0.0005095578,0.04470561],"study_design_scores_gemma":[0.000007127643,0.0001606479,0.9959914,0.00001431745,0.00002864556,0.0001510198,0.002036197,0.00008736982,0.001086345,0.0001568364,0.000269148,0.00001093352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991415,0.0001852988,0.00004028919,0.00002050725,0.000003118048,0.0000027866,0.00002955335,0.000001574401,0.0005754197],"genre_scores_gemma":[0.9993499,0.0001140973,0.00009127437,0.00001465874,0.000001962855,0.000001418198,0.00005047351,7.418063e-7,0.0003754782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1455288,"threshold_uncertainty_score":0.2893634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08202776503266954,"score_gpt":0.3672059001639621,"score_spread":0.2851781351312925,"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."}}