{"id":"W7118077464","doi":"10.1093/geroni/igaf122.2760","title":"Retirement Factors Driving South Korea’s Highest Older Adult Poverty Rate Among OECD Nations: A Decomposition Analysis","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Poverty rate; Pension; Population; Socioeconomic status; Social security; Population ageing; Old Age Security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000951159,0.00027658,0.0002743914,0.00183821,0.0004020726,0.0008624389,0.0001654042,0.0001618844,0.002176528],"category_scores_gemma":[0.001736692,0.0001227073,0.001078689,0.001575419,0.0002213455,0.0003398732,0.001036329,0.0003271464,0.0001774346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005476761,"about_ca_system_score_gemma":0.0007496829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01972563,"about_ca_topic_score_gemma":0.02318585,"domain_scores_codex":[0.9997036,0.00009200007,0.00003133896,0.00004046901,0.00003988296,0.00009266789],"domain_scores_gemma":[0.9990776,0.0001686384,0.0003696472,0.0000639967,0.000186938,0.0001331534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003162376,0.00002079226,0.9953702,0.00001501341,0.0001165803,0.00006267562,0.0002291556,0.0003470227,0.0001062214,0.0002348641,0.0002569786,0.003208836],"study_design_scores_gemma":[0.000002437557,0.00001941072,0.9955872,0.00002489267,0.00006262201,0.000035581,0.001788593,0.001758934,0.00006961728,0.0001592832,0.0004859119,0.000005514892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984831,0.00008054214,0.0003419574,0.00005758586,0.000003583813,0.00001167217,0.0005144833,0.000002987533,0.0005040441],"genre_scores_gemma":[0.9987526,0.00005944806,0.0002287718,0.00001284473,0.000003082471,0.00001499822,0.0006977451,0.000001800427,0.0002287347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01972563,"threshold_uncertainty_score":0.03922158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368899447991759,"score_gpt":0.3362964744673586,"score_spread":0.312607479987441,"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."}}