{"id":"W2176238899","doi":"","title":"Income Replacement in Retirement: Longitudinal Evidence from Income Tax Records","year":2009,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University","funders":"","keywords":"Quartile; Demographic economics; Economics; Health and Retirement Study; Income tax; Longitudinal data; Labour economics; Demography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009132301,0.0002982958,0.0006337255,0.004008507,0.001379194,0.002093116,0.001626813,0.001502117,0.003267619],"category_scores_gemma":[0.04780936,0.0008090914,0.001241507,0.007506775,0.0009939143,0.002222798,0.002185906,0.001588199,0.001224285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142817,"about_ca_system_score_gemma":0.001829696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.126309,"about_ca_topic_score_gemma":0.1646072,"domain_scores_codex":[0.9953773,0.001753804,0.0007378003,0.000686564,0.0009163318,0.0005281679],"domain_scores_gemma":[0.9468721,0.01322488,0.0229354,0.007472908,0.007505469,0.001989251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001037799,0.00005257018,0.997118,0.00001969258,0.0001677088,0.00002813766,0.0002233948,0.00002975911,0.000009643346,0.00004418379,0.0003583168,0.001844915],"study_design_scores_gemma":[0.000009155669,0.00006607829,0.9978622,0.00008650712,0.0001520782,0.0000839058,0.0006264371,0.0001356851,0.00002523816,0.00007287451,0.0008668347,0.0000130717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983919,0.00608203,0.0002803317,0.0005619248,0.00007550891,0.00004146316,0.007658987,0.000009823141,0.001370938],"genre_scores_gemma":[0.9885167,0.00284595,0.0002727472,0.0001597147,0.00005102252,0.00005681479,0.006807948,0.000008005369,0.001281185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.126309,"threshold_uncertainty_score":0.2511476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128925747396789,"score_gpt":0.3519506206093052,"score_spread":0.2230248732125162,"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."}}