{"id":"W2283014124","doi":"10.1093/workar/waw003","title":"Older Workers and the Diminishing Return of Employment: Changes in Age-Based Income Inequality in Canada, 1996–2011","year":2016,"lang":"en","type":"article","venue":"Work Aging and Retirement","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Inequality; Pension; Economic inequality; Dilemma; Demographic economics; Economics; Labour economics; Census; Population; Sociology; Demography","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":[0.001114508,0.0003190807,0.000427691,0.00336943,0.002850879,0.002015964,0.001155727,0.0004236519,0.001937474],"category_scores_gemma":[0.003842562,0.0001953922,0.000707929,0.009097881,0.0007239797,0.0008284991,0.001410059,0.001024782,0.0002032447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03725101,"about_ca_system_score_gemma":0.0345658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969571,"about_ca_topic_score_gemma":0.9981792,"domain_scores_codex":[0.9987755,0.00004734733,0.00008117849,0.0001187506,0.0004868438,0.000490357],"domain_scores_gemma":[0.9965167,0.000112706,0.0007536646,0.00008621023,0.001955414,0.0005752122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000889461,0.00002444842,0.9784605,0.00007521643,0.00009332874,0.00008742067,0.001981015,0.0003700544,0.00008277534,0.0007021351,0.004512064,0.01352217],"study_design_scores_gemma":[0.000001564883,0.000004191465,0.9962015,0.00003147516,0.000009531958,0.00001911689,0.0009199834,0.0001742016,0.00002933234,0.00002806744,0.002573715,0.00000736046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498238,0.004555066,0.0002952917,0.003004926,0.00007293684,0.0000492943,0.0330851,0.00002776194,0.009085898],"genre_scores_gemma":[0.9887239,0.001400488,0.0002351875,0.0001649362,0.00001946038,0.00001713953,0.007612434,0.00000775525,0.001818733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03725101,"threshold_uncertainty_score":0.2702762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09454646180611935,"score_gpt":0.3402605616262465,"score_spread":0.2457140998201271,"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."}}