{"id":"W1569142569","doi":"","title":"Accounting for the Changing Life-Cycle Profile of Earnings","year":2005,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Earnings; Economics; Inequality; Productivity; Wage; Labour economics; Demographic economics; Business cycle; Macroeconomics; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008569747,0.0003030912,0.0008647116,0.0007322298,0.0002786186,0.0001956964,0.00111115,0.0004249454,0.0002301912],"category_scores_gemma":[0.002221185,0.0003116623,0.0003574233,0.0002691782,0.0002268346,0.000146691,0.001262816,0.001277051,0.00001522229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000525923,"about_ca_system_score_gemma":0.0002690102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002832532,"about_ca_topic_score_gemma":0.0001464772,"domain_scores_codex":[0.9964785,0.00007677305,0.001442878,0.0009345668,0.00009264456,0.0009746657],"domain_scores_gemma":[0.9963091,0.001300761,0.001002979,0.00111601,0.0001570823,0.0001140925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005041214,0.0007217403,0.182136,0.002566966,0.00110002,0.000007691998,0.00667972,0.1074286,0.00004174094,0.271823,0.0001498325,0.4268406],"study_design_scores_gemma":[0.001990579,0.0001417902,0.06062853,0.0004380695,0.00002671323,0.000002854268,0.002034901,0.7399893,0.00006839582,0.1004601,0.09279802,0.001420773],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426286,0.001153013,0.0002939312,0.001383621,0.0008442691,0.001857607,0.001032037,0.0000372439,0.05076965],"genre_scores_gemma":[0.9901444,0.005159012,0.001286565,0.0001319307,0.0006164592,0.0005781671,0.00007514493,0.00009384815,0.001914429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6325608,"threshold_uncertainty_score":0.9999335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03790490901573183,"score_gpt":0.2950502166767836,"score_spread":0.2571453076610518,"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."}}