{"id":"W2130736972","doi":"10.1017/s0144686x10001030","title":"The continuing importance of children in relieving elder poverty: evidence from Korea","year":2011,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Quarter (Canadian coin); Residence; Incentive; Population ageing; Old Age Security; Government (linguistics); Population; Demographic economics; Economics; Economic growth; Medicine; Geography; Environmental health; Birth rate","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006630088,0.00005310407,0.00008321172,0.000005938136,0.000245522,0.00003346153,0.0001333956,0.00005464978,0.00001354177],"category_scores_gemma":[0.0001464812,0.00004172261,0.00006650869,0.00007746406,0.0001214292,0.0001323843,0.0000418001,0.00009776622,4.061812e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002706338,"about_ca_system_score_gemma":0.0000308898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01454759,"about_ca_topic_score_gemma":0.006974292,"domain_scores_codex":[0.9993674,0.00006014418,0.0001568114,0.0001307734,0.0001381861,0.0001467513],"domain_scores_gemma":[0.9995756,0.0001837371,0.00008158495,0.00008863385,0.00004556539,0.00002486091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004815768,0.0000107274,0.7800676,0.000003169758,0.0000304977,0.000002255439,0.1970307,0.000003216588,0.0005680432,0.0182248,0.0004696162,0.003584645],"study_design_scores_gemma":[0.00009746284,0.00001352113,0.9769781,0.0002659881,0.00001223912,2.471384e-7,0.01691072,0.0007553493,0.00010478,0.004569885,0.0001729085,0.0001188282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994961,0.001563351,0.0001687449,0.0001374845,0.00009907557,0.0000610165,0.000002183891,0.00001055788,0.002996638],"genre_scores_gemma":[0.9962721,0.002673277,0.000573417,0.0002186367,0.0000659991,0.000003221033,0.00000128097,0.000004513252,0.0001875189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1969105,"threshold_uncertainty_score":0.9920146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537880991162777,"score_gpt":0.2523500271155313,"score_spread":0.2369712172039035,"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."}}