{"id":"W4403590454","doi":"10.3386/w33069","title":"Retirement Incentives and Decisions across the Income Distribution: Evidence in Canada","year":2024,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incentive; Distribution (mathematics); Economics; Income distribution; Demographic economics; Labour economics; Microeconomics; Inequality; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.01539618,0.0001455446,0.0003009829,0.0001077852,0.0004929483,0.0001879563,0.0006628546,0.0001489529,0.0002469775],"category_scores_gemma":[0.006156466,0.0001167962,0.00007973654,0.0003431278,0.0010842,0.0001662436,0.0004896997,0.0006119481,0.00002043],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01848055,"about_ca_system_score_gemma":0.02727642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9529631,"about_ca_topic_score_gemma":0.9848018,"domain_scores_codex":[0.9946252,0.0005452579,0.0007123728,0.0005188047,0.003087182,0.0005111609],"domain_scores_gemma":[0.9947715,0.00367491,0.0001609827,0.00027392,0.0009851862,0.00013349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001006952,0.0001379784,0.3767371,0.0005990016,0.0002430994,0.00002301637,0.005286601,0.0002105482,0.000009385532,0.4418307,0.1617822,0.0130398],"study_design_scores_gemma":[0.0003810835,0.0001052159,0.2374127,0.003110845,0.00002773689,0.000003700926,0.01558159,0.0001598312,0.00004716053,0.5187275,0.2238934,0.0005491363],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6156695,0.01529268,0.000003356197,0.0378424,0.003184939,0.003264937,0.001359001,0.00002278462,0.3233604],"genre_scores_gemma":[0.985544,0.01168632,0.000004887692,0.00001438939,0.0003314234,0.0001443452,0.00008598796,0.00001056652,0.002178044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3698746,"threshold_uncertainty_score":0.9852873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7225390204728309,"score_gpt":0.6271726826699369,"score_spread":0.09536633780289405,"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."}}