{"id":"W7056863924","doi":"","title":"GUARANTEED MINIMUM BENEFITS EMBEDDED IN VARIABLE ANNUITIES: PRICING AND RISK ANALYSIS","year":2024,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Pulsed Power Technology Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Safeguarding; Valuation (finance); Risk management; Solvency; Reinsurance; Downside risk; Insurance policy; Life insurance; Variable (mathematics)","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":[0.0002961128,0.0002888929,0.000367165,0.001986403,0.0001234029,0.0002074264,0.0004737664,0.0003168811,0.00002616649],"category_scores_gemma":[0.00002246882,0.0003568566,0.00009526598,0.003010778,0.000094767,0.0009152261,0.0001755668,0.0007959583,0.00006808306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002283466,"about_ca_system_score_gemma":0.00003638996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001151881,"about_ca_topic_score_gemma":0.001578266,"domain_scores_codex":[0.998518,0.0000744201,0.0002677783,0.0005291548,0.0001636299,0.0004470447],"domain_scores_gemma":[0.9991137,0.0001693657,0.0000461522,0.0005155283,0.00003983702,0.0001154628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001375299,0.00002852799,0.9881824,0.0001135531,0.0006644242,0.0001234982,0.001026708,0.007656464,0.0008387021,0.0007043649,0.000001677669,0.0006459483],"study_design_scores_gemma":[0.0007759497,0.00004971509,0.9893274,0.0003512898,0.001250133,0.0000369149,0.0008049808,0.001377518,0.0016888,0.0005402939,0.003025473,0.0007715283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909316,0.001258494,0.00578125,0.00003695848,0.0001305548,0.0002337748,0.0001644569,0.0009873138,0.0004755585],"genre_scores_gemma":[0.9985653,0.000421188,0.0002087724,0.00003156845,0.00002359319,0.000005350071,0.0000282508,0.00004771748,0.00066826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00763366,"threshold_uncertainty_score":0.9998884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747900207699807,"score_gpt":0.2672597577868427,"score_spread":0.2397807557098447,"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."}}