{"id":"W2955283843","doi":"","title":"Tooling up: Making the Money Last: The Case for Offering Pure Longevity Insurance to Retiring Canadians","year":2018,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Longevity; Longevity risk; Capital (architecture); Business; Value (mathematics); Actuarial science; Economics; Life insurance; Public economics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006909102,0.0001587818,0.0001500894,0.00004968129,0.003663427,0.0002174067,0.0006810931,0.00006655976,0.00002721048],"category_scores_gemma":[0.0003442155,0.0001240689,0.00008318941,0.0003676302,0.0006014692,0.0003865265,0.0001251791,0.000229315,0.00001426501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005079364,"about_ca_system_score_gemma":0.0002558196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4291064,"about_ca_topic_score_gemma":0.9644099,"domain_scores_codex":[0.9985932,0.00009280446,0.000205286,0.0002693968,0.0001927454,0.0006466248],"domain_scores_gemma":[0.9989548,0.0002159657,0.00009623283,0.0004341758,0.00007554431,0.0002232804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009183869,0.00002617293,0.006038965,0.00005056997,0.00009195506,0.0004635361,0.06784187,0.0003606181,0.00005893799,0.02950466,0.8411396,0.05433132],"study_design_scores_gemma":[0.0001919852,0.00002931359,0.002535325,0.0001106843,0.0000170224,0.00006074812,0.002728816,0.00009972075,0.00007636308,0.0003776961,0.9935723,0.0002000213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.76474,0.0003056185,0.0008113687,0.2266932,0.002553201,0.0009976416,0.0005204555,0.00005052817,0.003328029],"genre_scores_gemma":[0.9317715,0.00003494783,0.000180101,0.06543002,0.002067462,0.00007982009,0.000003863895,0.00001660783,0.0004156864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5353034,"threshold_uncertainty_score":0.9976337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04619084181781258,"score_gpt":0.3237467363549041,"score_spread":0.2775558945370916,"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."}}