{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006082146,0.0005713977,0.000986332,0.001024366,0.01616997,0.004440002,0.004409776,0.02010641,0.004786287],"category_scores_gemma":[0.02716414,0.0004139841,0.0009270577,0.001956327,0.008204683,0.003112331,0.00155539,0.02372236,0.001024455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05891533,"about_ca_system_score_gemma":0.1342336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9783849,"about_ca_topic_score_gemma":0.9899185,"domain_scores_codex":[0.9951964,0.0009086187,0.0001805566,0.0004811005,0.002175243,0.001058074],"domain_scores_gemma":[0.9816647,0.007542375,0.0004657084,0.0003233022,0.007457733,0.002546286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004046344,0.000007925163,0.001251418,0.0001230656,0.00001891949,0.0002403167,0.001890497,0.0001733975,0.00009087012,0.01582185,0.9700495,0.01029174],"study_design_scores_gemma":[0.00006851198,0.00003797534,0.007382321,0.001243294,0.00007130786,0.0002137924,0.009534629,0.0006160615,0.0002511148,0.008709046,0.9716803,0.0001917649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001443123,0.004467215,0.0001103553,0.9823458,0.005516191,0.000008564939,0.000285903,0.00001628646,0.005806644],"genre_scores_gemma":[0.04369123,0.009145394,0.0006119108,0.9250154,0.007234185,0.00003854181,0.0002063324,0.0000491464,0.01400776],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05891533,"threshold_uncertainty_score":0.4274626,"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."}}