{"id":"W3192271497","doi":"10.1017/asb.2021.17","title":"FAIR TRANSITION FROM DEFINED BENEFIT TO TARGET BENEFIT","year":2021,"lang":"en","type":"article","venue":"Astin Bulletin","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainability; Welfare; Plan (archaeology); Term (time); Risk analysis (engineering); Actuarial science; Public economics; Social security; Business; Economics; Environmental economics","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002283149,0.000301926,0.0003865446,0.0002189532,0.0002549524,0.0003244487,0.0002592265,0.0001087005,0.01953121],"category_scores_gemma":[0.0002663481,0.0003271296,0.0002132228,0.0008513121,0.00002291464,0.0002394225,0.0001980385,0.0001481896,0.007265575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004322838,"about_ca_system_score_gemma":0.00001885535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002238675,"about_ca_topic_score_gemma":0.0007289482,"domain_scores_codex":[0.9979383,0.00001309944,0.00048005,0.0006737174,0.0004615929,0.000433211],"domain_scores_gemma":[0.9988464,0.00007981991,0.0001570349,0.0004334172,0.000444713,0.00003863973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001002115,0.001236816,0.4500373,0.0004652799,0.0002628615,0.001327453,0.00113293,0.0115051,0.02438523,0.09098995,0.3854172,0.03223781],"study_design_scores_gemma":[0.000773598,0.00001637554,0.1919193,0.0001841988,0.0001957377,0.000002659037,0.0001278166,0.001579689,0.001019362,0.006582142,0.796967,0.0006320641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751505,0.0002420013,0.001458346,0.01200091,0.0004683894,0.0002479579,0.00005172988,0.0002375773,0.01014254],"genre_scores_gemma":[0.9674016,0.000009521062,0.01294853,0.01282401,0.00192132,0.00004421278,0.00139971,0.00007261043,0.003378549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4115498,"threshold_uncertainty_score":0.9999181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00935256324035097,"score_gpt":0.195172578252424,"score_spread":0.185820015012073,"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."}}