{"id":"W4206709816","doi":"10.2139/ssrn.4013105","title":"Demographics and Household Savings: Evidence from the Shidu families of China","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Demographics; China; Business; Demographic economics; Demography; Economics; Geography; Sociology","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":[0.0004469817,0.0003554181,0.0002808987,0.001999145,0.001380907,0.00064654,0.0004017044,0.0003231908,0.002421528],"category_scores_gemma":[0.00103079,0.0002805657,0.0002984403,0.00427203,0.0005285111,0.0006106421,0.0007895243,0.0003116276,0.0002662414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021014,"about_ca_system_score_gemma":0.001545521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2010739,"about_ca_topic_score_gemma":0.3193309,"domain_scores_codex":[0.9996979,0.00005195512,0.00003160978,0.00004864106,0.00004382764,0.0001260787],"domain_scores_gemma":[0.9991552,0.00007627311,0.0003090985,0.0000473205,0.0001446993,0.0002674201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002065661,0.00002104619,0.9949332,0.00001025636,0.00002155968,0.00009437947,0.002750052,0.00002208158,0.00009011455,0.00006866415,0.0001876019,0.001780292],"study_design_scores_gemma":[0.000001266365,0.00001473855,0.9961915,0.000005534514,0.000009321622,0.00003011264,0.003423484,0.00004039347,0.00001875548,0.00002213331,0.0002400838,0.00000260691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991556,0.00008455077,0.00001623898,0.00004695975,0.00000146428,0.000003617095,0.0003028633,7.955833e-7,0.0003879781],"genre_scores_gemma":[0.9990647,0.0001432058,0.0000152358,0.00002590224,0.000002928273,0.000006109037,0.0003687555,6.882978e-7,0.0003724017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2010739,"threshold_uncertainty_score":0.3998071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278301816714882,"score_gpt":0.2030677623461894,"score_spread":0.1902847441790406,"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."}}