{"id":"W4403828635","doi":"10.1111/padr.12681","title":"Older Adults’ Descendants and Family Networks in the Context of Global Educational Expansion","year":2024,"lang":"en","type":"article","venue":"Population and Development Review","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; Medical Research Council; Peking University; National Institutes of Health; Fundação Oswaldo Cruz; Ministério da Saúde; National Institute on Aging; Universidad de Costa Rica; Wellcome Trust; National Research Council of Thailand; Government of Canada; Research Institute of Economy, Trade and Industry; National Natural Science Foundation of China; U.S. Social Security Administration","keywords":"Socioeconomic status; Context (archaeology); Life course approach; Population; Gerontology; Psychology; Demography; Sociology; Geography; Developmental psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000488547,0.0000492333,0.00008248611,0.00001577538,0.0001067361,0.00003949801,0.00004059979,0.00002454152,0.00001930037],"category_scores_gemma":[0.00003303178,0.0000352535,0.00001431553,0.0001436909,0.00002584306,0.00007542728,0.00001240067,0.00003422117,0.00000132376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005084355,"about_ca_system_score_gemma":0.0001081096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004210504,"about_ca_topic_score_gemma":0.001728106,"domain_scores_codex":[0.9993858,0.00007787826,0.0002007115,0.0001049846,0.0001605412,0.00007013665],"domain_scores_gemma":[0.999832,0.0000455043,0.00003181196,0.00003040868,0.00003879399,0.0000214336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000003617964,0.00002765671,0.1347386,0.0006784691,0.000009759666,9.190639e-7,0.008510021,0.000004450749,0.000001192207,0.2381195,0.001738648,0.6161672],"study_design_scores_gemma":[0.00007162752,0.000004136838,0.9784646,0.004297458,0.000006918134,0.000001885503,0.002169214,0.001068728,1.390297e-7,0.0003183559,0.01351102,0.0000859268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7789171,0.2143739,0.0006764754,0.00367715,0.0004522782,0.000529456,0.000003977526,0.000012495,0.00135719],"genre_scores_gemma":[0.978962,0.01976593,0.000230886,0.0009169584,0.00003672076,0.00001741583,0.00003344687,0.000001765719,0.00003488168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.843726,"threshold_uncertainty_score":0.1437596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838250481469667,"score_gpt":0.3182867625511576,"score_spread":0.299904257736461,"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."}}