{"id":"W3143427066","doi":"","title":"Securing Lifelong Retirement Income: Global Annuity Markets and Policy","year":2011,"lang":"en","type":"article","venue":"OUP Catalogue","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Longevity risk; Longevity; Public policy; Life insurance; Government (linguistics); Annuity; Life annuity; Population; Economics; Business; Pension; Economic growth; Finance; Actuarial science; Sociology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000445534,0.0002830542,0.0003012039,0.0002690337,0.0002787255,0.0001944328,0.0003150867,0.00009878382,0.0002513921],"category_scores_gemma":[0.0002225092,0.0002768124,0.0001044842,0.000855213,0.0001072621,0.001100801,0.000619932,0.0001186745,0.0003097316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181511,"about_ca_system_score_gemma":0.00003780103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009794692,"about_ca_topic_score_gemma":0.002335013,"domain_scores_codex":[0.9983231,0.00001770451,0.0003772116,0.0004842012,0.0003397504,0.0004580679],"domain_scores_gemma":[0.99911,0.00001437835,0.0002391111,0.0004328456,0.0001611881,0.0000424197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006186176,0.00006899388,0.9766877,0.0001468815,0.00001959706,0.00004119874,0.0001471789,5.388146e-7,0.00003210291,0.01825963,0.002305167,0.002229174],"study_design_scores_gemma":[0.000402885,0.00001071481,0.979959,0.00008408663,0.00008618732,0.00000401056,0.00004766989,0.0003325253,0.00005984872,0.004027594,0.0146398,0.0003457035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827908,0.0001740427,0.00002630733,0.000225257,0.0002622433,0.000238118,0.00003573966,0.000143651,0.01610383],"genre_scores_gemma":[0.9970602,0.00002747729,0.000307631,0.001138509,0.0009567541,0.00001654775,0.0002892177,0.00002510959,0.0001785931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01592524,"threshold_uncertainty_score":0.9999684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803197870483899,"score_gpt":0.226028403201958,"score_spread":0.207996424497119,"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."}}