{"id":"W148596956","doi":"","title":"Employer-provided pensions, incomes, and hardship in early transitions to retirement","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pension; Welfare; Labour economics; Economics; Low income; Demographic economics; Finance","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004668587,0.000316839,0.0005944074,0.0006033077,0.0004747558,0.0003940961,0.0007350711,0.0004534294,0.000199648],"category_scores_gemma":[0.0009330102,0.0003547574,0.0001402958,0.0002589868,0.0006385499,0.0001953602,0.0008700452,0.001267308,0.0000431201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002463124,"about_ca_system_score_gemma":0.0009391651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02567475,"about_ca_topic_score_gemma":0.08809704,"domain_scores_codex":[0.9950268,0.001145757,0.0008451456,0.001194187,0.0006483872,0.001139739],"domain_scores_gemma":[0.9977874,0.0004533491,0.0001109563,0.0009000398,0.0001652951,0.0005830281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002113607,0.00090448,0.7958879,0.0005421298,0.0001134793,0.00003910547,0.06314047,0.001120367,0.0001967954,0.01072571,0.0008888048,0.1262294],"study_design_scores_gemma":[0.001942256,0.0005450039,0.8708324,0.0013286,0.00003241555,0.00000135533,0.03007376,0.0008329026,0.00007213645,0.03983809,0.05273458,0.001766545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531444,0.00008871197,0.000001718513,0.008435571,0.0003525192,0.003099358,0.00004372767,0.00004800397,0.03478604],"genre_scores_gemma":[0.991945,0.004846033,0.0003937023,0.0002167226,0.000178112,0.001067663,0.00002741535,0.00004466346,0.001280727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1244629,"threshold_uncertainty_score":0.9998904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2037973487587971,"score_gpt":0.4329301288004105,"score_spread":0.2291327800416134,"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."}}