{"id":"W2113053846","doi":"10.1017/s0515036100013404","title":"Guaranteed Annuity Options","year":2003,"lang":"en","type":"article","venue":"Astin Bulletin","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Life annuity; Annuity; Interest rate; Actuarial science; Solvency; Life insurance; Economics; Business; Finance; Pension","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001650763,0.000136167,0.0001583867,0.0001002715,0.0007480972,0.000100572,0.000298861,0.00008361166,0.003918335],"category_scores_gemma":[0.0005008717,0.0001455777,0.0001026505,0.0004280038,0.0003566015,0.0000459754,0.00003747687,0.0001611917,0.001466972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005189609,"about_ca_system_score_gemma":0.00005788651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713098,"about_ca_topic_score_gemma":0.0007926717,"domain_scores_codex":[0.9980002,0.0004856291,0.0002445912,0.0003095634,0.0004680158,0.0004919955],"domain_scores_gemma":[0.9992876,0.000109218,0.00008968707,0.00029508,0.0001052256,0.0001132061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001436169,0.0002635293,0.1099817,0.00002178678,0.00006382885,0.00003021338,0.00348444,0.00008250615,0.00004090339,0.7299265,0.1517875,0.004302687],"study_design_scores_gemma":[0.0002410917,0.00001948425,0.04565037,0.00001245379,0.00001941642,9.757622e-7,0.001582136,0.000003010914,0.00002051502,0.002456686,0.9498102,0.0001836704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1733013,0.0004701474,0.001064964,0.005183632,0.001109021,0.0006398761,0.00001916146,0.0003397305,0.8178722],"genre_scores_gemma":[0.9880451,0.0001457105,0.002948135,0.0007694918,0.0001714832,0.00004622469,0.000003430942,0.00001618607,0.007854259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8147438,"threshold_uncertainty_score":0.9993105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850134186072535,"score_gpt":0.289132554037539,"score_spread":0.2706312121768137,"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."}}