{"id":"W3125248746","doi":"","title":"Income Security and Stability During Retirement in Canada","year":2008,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pension; Demographic economics; Poverty; Economics; Economic inequality; Income distribution; Household income; Inequality; Labour economics; Geography; Economic growth","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"],"consensus_categories":[],"category_scores_codex":[0.003912359,0.0002687622,0.0005479471,0.0002029234,0.0004366713,0.000108355,0.000643781,0.0002778369,0.0001540019],"category_scores_gemma":[0.0007937874,0.0003165507,0.00008084335,0.0001621941,0.000899671,0.0001119059,0.001312822,0.001397889,0.00000138446],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01693179,"about_ca_system_score_gemma":0.00596064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9275738,"about_ca_topic_score_gemma":0.9952098,"domain_scores_codex":[0.9952236,0.001051986,0.0008084598,0.001079568,0.0007272089,0.00110921],"domain_scores_gemma":[0.9981509,0.0004089352,0.0001475103,0.0008230564,0.00009854168,0.000371075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005780382,0.000129523,0.9837466,0.0003643083,0.00002021418,0.00003082667,0.009395348,0.0002363532,0.00000767708,0.000125293,0.00001080714,0.005875174],"study_design_scores_gemma":[0.0009057919,0.00004889922,0.9618945,0.0003469943,0.000005177749,0.000001268263,0.02578238,0.000598535,0.0001465814,0.005284125,0.00424169,0.0007440504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332674,0.000110387,2.394397e-8,0.0006399611,0.0003416231,0.001245001,0.0000431246,0.00001769119,0.06433485],"genre_scores_gemma":[0.9753395,0.02412079,0.00002418743,0.00002095485,0.0001239208,0.0002087246,0.0000110127,0.00002233496,0.0001285821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.067636,"threshold_uncertainty_score":0.9999287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1383654850698924,"score_gpt":0.3932627770930789,"score_spread":0.2548972920231866,"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."}}