{"id":"W3172308744","doi":"10.1111/rmir.12182","title":"How competitive are income annuity providers over time?","year":2021,"lang":"en","type":"article","venue":"Risk Management and Insurance Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian AIDS Treatment Information Exchange","funders":"","keywords":"Annuity; Actuarial science; Business; Economics; Finance; Life annuity; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00717908,0.0001018807,0.0003425972,0.001917004,0.001886601,0.006486798,0.001035778,0.00132661,0.01036674],"category_scores_gemma":[0.03910177,0.0001566349,0.000286719,0.002182686,0.001524257,0.004745281,0.001267337,0.001499094,0.001271101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002543762,"about_ca_system_score_gemma":0.001918479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02296167,"about_ca_topic_score_gemma":0.02744659,"domain_scores_codex":[0.9949012,0.001396535,0.000271366,0.0004769642,0.001718609,0.001235258],"domain_scores_gemma":[0.9563619,0.01118853,0.01621817,0.0007944253,0.008362572,0.007074395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002742718,0.0002536077,0.9027654,0.00007872158,0.00009073727,0.000392762,0.01671162,0.0003266741,0.0004132764,0.008160994,0.009771064,0.06076095],"study_design_scores_gemma":[0.00002335949,0.0002375743,0.859764,0.0001568362,0.00004947134,0.0004762931,0.1122858,0.001160345,0.0005392806,0.003461437,0.02176959,0.00007606146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677885,0.001362571,0.0003074079,0.01130964,0.00008559946,0.00002290917,0.0004886406,0.000009336586,0.01862532],"genre_scores_gemma":[0.9983723,0.0002018402,0.00007157984,0.0002414442,0.00003909555,0.000005130122,0.0001137453,0.000004852856,0.0009501975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02296167,"threshold_uncertainty_score":0.04565603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008138367266696965,"score_gpt":0.2144364620936158,"score_spread":0.2062980948269189,"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."}}