{"id":"W3122860648","doi":"","title":"On the Welfare Cost of Economic Fluctuations in Developing Countries","year":2002,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Economics; Welfare; Volatility (finance); Developing country; Consumption (sociology); Monetary economics; Macroeconomics; Econometrics; Economic growth; Market economy","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":[],"consensus_categories":[],"category_scores_codex":[0.001288168,0.000108931,0.0002469121,0.0001728546,0.0001844377,0.00004477022,0.0002754662,0.00005393016,0.0008506246],"category_scores_gemma":[0.00005146744,0.00009938962,0.00008315132,0.00007365551,0.00005857805,0.0001668679,0.00002394221,0.0005129143,0.0002881812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235196,"about_ca_system_score_gemma":0.0001568788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001060736,"about_ca_topic_score_gemma":0.0009158443,"domain_scores_codex":[0.9983907,0.00001729952,0.0005783871,0.000164046,0.00001927043,0.0008302618],"domain_scores_gemma":[0.9993401,0.00009618133,0.0003402369,0.0001829339,0.00001480782,0.00002573601],"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":[0.00000794204,0.00001254783,0.001101165,0.00000203532,0.00003974341,2.32392e-7,0.0002348143,0.001152925,3.077671e-7,0.9968834,0.0001205323,0.0004443369],"study_design_scores_gemma":[0.0004355036,0.00006350224,0.0008142954,0.00001274243,0.000002706571,0.00002065469,0.0005753487,0.002411095,0.00001424314,0.9635856,0.03192041,0.0001438739],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.905082,0.006027983,0.01034574,0.0390549,0.0006479203,0.0003889137,0.00008789049,0.00001794316,0.03834669],"genre_scores_gemma":[0.989841,0.008928029,0.0000327655,0.000285066,0.00006726715,0.00001134042,0.000001645919,0.0000157712,0.000817112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08475898,"threshold_uncertainty_score":0.9313743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090722129334746,"score_gpt":0.2119545993878609,"score_spread":0.1910473780945134,"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."}}