{"id":"W1542882790","doi":"","title":"Flow of Funds Figures Show the Largest Drop in Household Borrowing in the Last 40 Years","year":2008,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economics; Flow of funds; Debt; Unemployment; Macro; Financial crisis; Household debt; Monetary economics; Macroeconomics; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004634344,0.0002744673,0.0007469212,0.0009411792,0.00009667687,0.0001062035,0.001529022,0.0004172467,0.00009552493],"category_scores_gemma":[0.0004508822,0.0002600309,0.0002376505,0.0002861251,0.0003590286,0.0001392811,0.0005516692,0.002049376,0.00003605669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004699116,"about_ca_system_score_gemma":0.0001954982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008709074,"about_ca_topic_score_gemma":0.003226754,"domain_scores_codex":[0.9970782,0.0002501893,0.001172085,0.0007129716,0.00005183704,0.0007346804],"domain_scores_gemma":[0.9973904,0.0008716009,0.0003590912,0.001297569,0.00001576085,0.0000655925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004567439,0.001164291,0.4530365,0.0006808935,0.0003211285,0.0002829963,0.02386741,0.2366823,0.00002675444,0.2134244,0.005090943,0.06496569],"study_design_scores_gemma":[0.003324775,0.0002204725,0.4169846,0.0006689679,0.00001069417,0.00006157679,0.003727998,0.02648025,0.00008235384,0.1784961,0.3679436,0.001998607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8677383,0.000930879,0.000001548113,0.000547349,0.0003797998,0.0005490222,0.0004808585,0.00001734088,0.1293549],"genre_scores_gemma":[0.9845373,0.01362445,0.00007521338,0.0003008418,0.0002754111,0.000194002,0.00004810589,0.00006409807,0.0008805573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3628526,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06571463034395217,"score_gpt":0.2867821961225263,"score_spread":0.2210675657785741,"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."}}