{"id":"W2125583907","doi":"10.5539/ass.v6n12p206","title":"Research on Aging of Population and the Sustainable Development","year":2010,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population ageing; Sustainable development; Pension; Population; Economic growth; Development economics; Business; Developed country; Economics; Aged population; Key (lock); Political science; Sociology; Finance; Demography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01249248,0.00005888934,0.00009897036,0.0002287249,0.004306468,0.0002036958,0.0005301636,0.00004707643,0.00001915848],"category_scores_gemma":[0.0003805891,0.00004542974,0.00002887252,0.001827699,0.004823682,0.0002915581,0.0001640045,0.0002528631,0.000005378538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039093,"about_ca_system_score_gemma":0.0002422342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005398775,"about_ca_topic_score_gemma":0.002678008,"domain_scores_codex":[0.9974216,0.0002567999,0.0001617654,0.0002416355,0.00138998,0.0005282722],"domain_scores_gemma":[0.9992961,0.00009982432,0.00008459702,0.0001451425,0.0003052144,0.00006908585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000007460801,0.00001827073,0.01068296,0.000007197086,0.000002703941,0.000001088689,0.02876692,1.556095e-7,0.00003007159,0.9053515,0.00009797583,0.05503369],"study_design_scores_gemma":[0.0001991294,0.000008917699,0.8945935,0.000006183815,0.000002914804,8.296e-8,0.06247565,0.000003674124,0.00008546258,0.02747213,0.01507631,0.00007600993],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5450255,0.000008941009,0.00001140328,0.002546011,0.0001971412,0.0003607568,2.771886e-7,0.00001871948,0.4518313],"genre_scores_gemma":[0.9987512,0.000008390987,0.0002010822,0.00006612176,0.0001431449,0.00002009963,3.960279e-7,0.000003686926,0.0008059153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8839106,"threshold_uncertainty_score":0.9978846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043608695979506,"score_gpt":0.3873684986033415,"score_spread":0.3569324116435465,"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."}}