{"id":"W3122345921","doi":"10.2139/ssrn.4723794","title":"Explaining World Savings","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Economics; 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":[0.0002586413,0.0003297457,0.0001841702,0.00068052,0.0004734737,0.001594548,0.0002822939,0.0006582801,0.03321812],"category_scores_gemma":[0.002244627,0.0001368333,0.0002287399,0.00106534,0.0006624938,0.001610175,0.0004754995,0.0008117378,0.002209948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006921904,"about_ca_system_score_gemma":0.0004281525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006040272,"about_ca_topic_score_gemma":0.00624879,"domain_scores_codex":[0.9999305,0.00002218773,0.000002136931,0.0000168408,0.00001128216,0.00001698101],"domain_scores_gemma":[0.9996549,0.0001587154,0.00005156466,0.00005197261,0.0000437735,0.00003905441],"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":[0.0000288281,0.00002231095,0.008144898,0.00004630441,0.00002059788,0.0001676904,0.0008023643,0.01173147,0.0001132387,0.9192133,0.02965505,0.03005397],"study_design_scores_gemma":[0.00001680732,0.00001315566,0.005040983,0.00006566911,0.00002255177,0.0001105853,0.001020167,0.01544042,0.0001656741,0.8963963,0.08169803,0.000009545932],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3613054,0.004372822,0.02203851,0.03750135,0.0005989022,0.0000472484,0.003845504,0.0004918257,0.5697985],"genre_scores_gemma":[0.9479607,0.00153403,0.00143206,0.0004645149,0.0001446968,0.00001834438,0.0006279287,0.00006921459,0.04774851],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03321812,"threshold_uncertainty_score":0.1111256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587753616412641,"score_gpt":0.2316388057925025,"score_spread":0.2157612696283761,"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."}}