{"id":"W2088962682","doi":"10.1162/jeea.2009.7.6.1169","title":"Shocks, Stocks, and Socks: Smoothing Consumption Over a Temporary Income Loss","year":2009,"lang":"en","type":"article","venue":"Journal of the European Economic Association","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":187,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consumption smoothing; Economics; Unemployment; Durable good; Consumption (sociology); Clothing; Welfare; Labour economics; Empirical research; Sample (material); Demographic economics; Microeconomics; Macroeconomics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003099529,0.0002175324,0.0002734535,0.0004254366,0.0002575466,0.001100795,0.0003559654,0.0004298886,0.003147471],"category_scores_gemma":[0.001949937,0.0001403978,0.0003753633,0.0008383572,0.0004079671,0.0005680865,0.0004724257,0.0003274219,0.0002130303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006837763,"about_ca_system_score_gemma":0.000395218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02520361,"about_ca_topic_score_gemma":0.02994947,"domain_scores_codex":[0.999907,0.00001957684,0.000004803234,0.00001778169,0.000015347,0.00003552123],"domain_scores_gemma":[0.9995552,0.0001605608,0.0001517682,0.00005621698,0.00003173919,0.00004452433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001961045,0.0006430947,0.5068182,0.0002323337,0.0004845619,0.0005698035,0.001510372,0.1750549,0.007577387,0.05150004,0.004127698,0.2495205],"study_design_scores_gemma":[0.00007691445,0.0007127456,0.5989933,0.00007889875,0.00038996,0.0001533621,0.00266914,0.3349619,0.00289478,0.05202555,0.006964415,0.00007911197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991322,0.0002674232,0.005728935,0.000373773,0.00001236362,0.00001202433,0.0002319304,0.0000371072,0.002014434],"genre_scores_gemma":[0.9974276,0.0001915326,0.0007970628,0.00002556337,0.000009874475,0.000003814628,0.00009054776,0.000004756232,0.001449152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02520361,"threshold_uncertainty_score":0.05011386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00887605886831364,"score_gpt":0.209840723598978,"score_spread":0.2009646647306643,"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."}}