{"id":"W2623588464","doi":"","title":"What are the Costs and Benefits of Social Security Investing in Equities","year":2017,"lang":"en","type":"article","venue":"Issues in Brief","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solvency; Equity (law); Social security; Economics; Finance; Welfare; Bond; Business; Public economics; Market liquidity; Market economy","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":[],"consensus_categories":[],"category_scores_codex":[0.0005699065,0.0001178613,0.0002564644,0.000140965,0.0003176888,0.000693687,0.0003186464,0.00005828771,0.00003640804],"category_scores_gemma":[0.0005468534,0.0001004386,0.00003793541,0.0001732233,0.0002220998,0.001956412,0.0004459859,0.0001157584,0.000006842572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002364772,"about_ca_system_score_gemma":0.000006828815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007185604,"about_ca_topic_score_gemma":0.01322271,"domain_scores_codex":[0.9991011,0.00001701574,0.0002792318,0.0001937244,0.00021511,0.00019379],"domain_scores_gemma":[0.9992074,0.00004755048,0.0003864411,0.0002479081,0.0001059797,0.000004689743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001410954,0.00002380947,0.9767618,0.0001012244,0.000002930673,0.000006060077,0.001656946,0.000007416513,0.00001453425,0.0186126,0.0005652398,0.002233276],"study_design_scores_gemma":[0.0003219452,0.000003045931,0.9810425,0.000474249,0.00001996077,2.352869e-7,0.001786431,0.0006289031,0.00006648955,0.006119858,0.009401598,0.0001347994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938011,0.001234692,8.697597e-8,0.001805077,0.0001903226,0.0001258859,0.000001845289,0.0000130306,0.002828008],"genre_scores_gemma":[0.9986839,0.0001478592,0.00001396229,0.0004880089,0.0004908603,0.00000666844,0.000006748916,0.00001070635,0.0001512281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01249275,"threshold_uncertainty_score":0.9994256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03111095426606538,"score_gpt":0.2825258206827733,"score_spread":0.251414866416708,"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."}}