{"id":"W2122886394","doi":"10.2139/ssrn.415366","title":"Saving Behavior and Wealth Accumulation in a Pure Life-Cycle Model with Income Uncertainty","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Economics; Natural resource economics; Econometrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001279661,0.0005711058,0.001109329,0.0006114508,0.0004835466,0.001902783,0.0009456673,0.002181592,0.003250808],"category_scores_gemma":[0.00655425,0.0006200168,0.0006022407,0.0006836835,0.0008513015,0.002797029,0.0008680071,0.001058659,0.0003996409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007426894,"about_ca_system_score_gemma":0.0005024481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005299451,"about_ca_topic_score_gemma":0.003290905,"domain_scores_codex":[0.9997923,0.00009194639,0.00001084502,0.00004305124,0.00001671365,0.00004523031],"domain_scores_gemma":[0.9968494,0.002061866,0.0005662128,0.0001394611,0.0001337491,0.0002492576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00058094,0.0002097159,0.01545249,0.0000848537,0.000177092,0.0008705001,0.0002842413,0.8546494,0.001291961,0.1185707,0.001667895,0.006160312],"study_design_scores_gemma":[0.00003562974,0.00004497325,0.002225303,0.000007901181,0.00003764994,0.00007368474,0.00003824686,0.9662474,0.00009881466,0.03101975,0.0001534075,0.00001732994],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579535,0.0003610034,0.03369154,0.001640932,0.00002625793,0.00002754898,0.0004472334,0.00009222725,0.005759816],"genre_scores_gemma":[0.9934958,0.0002173297,0.0014053,0.00006749796,0.0000258782,0.00001537545,0.000155498,0.00001614929,0.004601098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005299451,"threshold_uncertainty_score":0.01087505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043831145961169,"score_gpt":0.2399746388203034,"score_spread":0.2195363273606917,"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."}}