{"id":"W2166014674","doi":"10.2139/ssrn.4513940","title":"Explaining World Savings∗","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Economics; Business","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":[0.0003163856,0.0003667526,0.0002106375,0.0007624395,0.000441201,0.001609987,0.0002629361,0.0006419784,0.02399006],"category_scores_gemma":[0.002306326,0.0001702215,0.0002583222,0.001199383,0.0004316408,0.001739874,0.0005494538,0.0006586817,0.002296384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000620645,"about_ca_system_score_gemma":0.0003194435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003722091,"about_ca_topic_score_gemma":0.003487505,"domain_scores_codex":[0.9999348,0.00001585091,0.000002737871,0.00001988982,0.00001004099,0.00001675488],"domain_scores_gemma":[0.9996755,0.0001368772,0.00006058361,0.00005271638,0.00004071275,0.00003358384],"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":[0.00009118354,0.0000320314,0.01797588,0.0001412523,0.00006288631,0.000243658,0.0008715468,0.02521385,0.0005425595,0.8500912,0.03682697,0.0679071],"study_design_scores_gemma":[0.00002037537,0.00001349638,0.00791969,0.00005336914,0.00003256114,0.0001062249,0.0004997408,0.02647291,0.0005037168,0.9061722,0.0581922,0.00001366582],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5769289,0.005954045,0.04469065,0.03304474,0.0007079695,0.00004860465,0.00608278,0.0007621832,0.3317801],"genre_scores_gemma":[0.9697444,0.001631844,0.002435341,0.0003341423,0.0001421338,0.0000165646,0.0009765297,0.0001002493,0.02461868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02399006,"threshold_uncertainty_score":0.08025473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09470719112119659,"score_gpt":0.2539654954594344,"score_spread":0.1592583043382378,"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."}}