{"id":"W2121792274","doi":"","title":"Income Security and Stability During Retirement in Canada","year":2008,"lang":"en","type":"article","venue":"Social and Economic Dimensions of an Aging Population Research Papers","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Pension; Demographic economics; Poverty; Economics; Economic inequality; Income distribution; Income Support; Cohort; Inequality; Labour economics; Economic growth; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257758,0.00006987816,0.0001641072,0.0000738376,0.001078965,0.00002046734,0.00008166431,0.00004070435,0.00008362532],"category_scores_gemma":[0.00008778806,0.00006917294,0.00002130044,0.00009515836,0.0004415425,0.000181287,0.00008867385,0.0001279286,5.32807e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109213,"about_ca_system_score_gemma":0.0004393539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9600571,"about_ca_topic_score_gemma":0.9759029,"domain_scores_codex":[0.9985005,0.0003640799,0.0002699434,0.0002563418,0.0002890639,0.0003200432],"domain_scores_gemma":[0.9995556,0.00009100111,0.0000533451,0.000106673,0.00003831976,0.0001550763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001813758,0.00002829526,0.9855251,0.0000307138,0.000005573515,0.000001369674,0.01299001,0.00001540152,0.0000913594,0.0008409042,0.000009477916,0.0004436495],"study_design_scores_gemma":[0.000239665,0.00001747686,0.9776971,0.00001475334,0.000001772258,1.857147e-7,0.02043795,0.00007828057,0.00004741295,0.001293643,0.00008952308,0.00008218492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970557,0.00002577495,1.203462e-8,0.0008312269,0.00006673445,0.0002582635,0.000009032504,0.000009169868,0.001744086],"genre_scores_gemma":[0.9996731,0.0002135143,0.00001340111,0.00001218728,0.00004055281,0.000009533128,0.00000592932,0.000004761469,0.0000269628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01584579,"threshold_uncertainty_score":0.8298633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2060978321074414,"score_gpt":0.4180176464921628,"score_spread":0.2119198143847215,"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."}}