{"id":"W3125374859","doi":"","title":"Canada’s Looming Retirement Challenge: Will Future Retirees Be Able to Maintain Their Living Standards upon Retirement?","year":2010,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Standard of living; Looming; Retirement age; Population ageing; Economics; Demographic economics; Population; Health and Retirement Study; Labour economics; Business; Gerontology; Finance; Pension; Psychology; Sociology; Demography; Medicine","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003506486,0.0005803553,0.0005597032,0.0001497015,0.002474998,0.0003097012,0.001299571,0.0002519561,0.001334945],"category_scores_gemma":[0.0004199929,0.0005645702,0.0001907452,0.0004156847,0.000511662,0.0008418744,0.0005994836,0.0007761854,0.000007781582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003722903,"about_ca_system_score_gemma":0.002344934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5258442,"about_ca_topic_score_gemma":0.9784674,"domain_scores_codex":[0.9942777,0.0003940814,0.0007824418,0.0009618952,0.002116687,0.001467207],"domain_scores_gemma":[0.9972239,0.0001726429,0.0002394784,0.001138693,0.0003378438,0.0008874131],"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":[0.0002955896,0.001180061,0.03456559,0.0003720504,0.0003848773,0.0001311087,0.04028581,0.000116717,0.0016422,0.06695719,0.8088253,0.04524355],"study_design_scores_gemma":[0.0004707865,0.000210656,0.001875118,0.000288635,0.00004880734,0.000001322241,0.02051659,0.00002455108,0.000517989,0.0007485977,0.9745894,0.0007075347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5978863,0.0004642776,0.0001862046,0.3508327,0.01103678,0.002412017,0.000491258,0.000282919,0.03640752],"genre_scores_gemma":[0.9778148,0.0008869073,0.000830092,0.01672893,0.002837681,0.0001748393,0.00009796987,0.00006532558,0.0005634841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4526232,"threshold_uncertainty_score":0.9996806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08554205505029104,"score_gpt":0.365802222380666,"score_spread":0.280260167330375,"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."}}