{"id":"W2166271455","doi":"10.3386/w16045","title":"Decomposition Methods in Economics","year":2010,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":745,"is_retracted":false,"has_abstract":true,"ca_institutions":"Social Sciences and Humanities Research Council; University of British Columbia","funders":"","keywords":"Decomposition; Economics; Mathematical economics; Mathematics; Microeconomics; Econometrics; Chemistry","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":[0.006074404,0.001616668,0.001516223,0.003214195,0.0008180279,0.002910784,0.001129552,0.001623073,0.0119],"category_scores_gemma":[0.01026557,0.0006570403,0.001707717,0.004608684,0.002599014,0.003190079,0.001944252,0.003553787,0.003964444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002342037,"about_ca_system_score_gemma":0.002246842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003120998,"about_ca_topic_score_gemma":0.002187104,"domain_scores_codex":[0.9968719,0.001748312,0.00017465,0.0003028089,0.0007770048,0.0001253439],"domain_scores_gemma":[0.9949191,0.003686194,0.000231458,0.0005201576,0.0005467823,0.0000962515],"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":[0.000007208035,0.00001998255,0.0002600058,0.0002414519,0.00004220655,0.00002421793,0.00009482273,0.005210747,0.0000843313,0.9354392,0.01060516,0.04797066],"study_design_scores_gemma":[0.00000934017,0.000009049403,0.0002266136,0.0001602383,0.000009674201,0.00004210067,0.00004071682,0.01140389,0.00006247728,0.9358134,0.05221291,0.000009665504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001573187,0.0473371,0.8950577,0.004480455,0.001275259,0.0001171787,0.0004820482,0.0003073841,0.04936959],"genre_scores_gemma":[0.1145311,0.09485392,0.7409663,0.002339545,0.005876794,0.001200533,0.001108557,0.0007860701,0.0383371],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0119,"threshold_uncertainty_score":0.03980947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4510095802167093,"score_gpt":0.5551465955629125,"score_spread":0.1041370153462032,"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."}}