{"id":"W2106656122","doi":"10.1017/s1474747203001343","title":"Protecting underfunded pensions: the role of guarantee funds","year":2003,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pension; Private pension; Business; Surety; Global assets under management; Finance; Welfare; Public fund; Portfolio; Payment; Capital market; Ex-ante; Fund of funds; Actuarial science; Institutional investor; Economics; Public economics; Corporate governance; Market economy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001150636,0.0001708934,0.000425523,0.0002547835,0.0004287607,0.0001266941,0.0002214906,0.00006865836,0.00005423545],"category_scores_gemma":[0.0004553006,0.0001267285,0.0001996462,0.0003143924,0.0001043336,0.0006713408,0.00009781498,0.0002755446,0.00001534077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002878668,"about_ca_system_score_gemma":0.0000743002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000106652,"about_ca_topic_score_gemma":0.0001424281,"domain_scores_codex":[0.9986531,0.00002944612,0.000786631,0.0001895585,0.0001216523,0.0002195849],"domain_scores_gemma":[0.9979343,0.0001290374,0.001299323,0.0002673782,0.0003598761,0.00001004443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002229798,0.0002843982,0.1303496,0.00007958127,0.00009418004,0.00002488457,0.0003441506,0.004219261,0.003302254,0.8495405,0.001128372,0.01040985],"study_design_scores_gemma":[0.002618477,0.0001915644,0.1180468,0.0005861053,0.0005702182,0.0002076458,0.002743094,0.04433595,0.001867855,0.2388613,0.5890551,0.0009158818],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958064,0.001361928,0.00004004045,0.0003983634,0.0002517875,0.0001704379,0.0000016408,0.000005019881,0.001964396],"genre_scores_gemma":[0.9969474,0.001474523,0.0008828625,0.000303915,0.0002347304,0.000002882781,0.000001212112,0.00001875128,0.0001336972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6106792,"threshold_uncertainty_score":0.5167837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138509692476329,"score_gpt":0.1947367513540628,"score_spread":0.1833516544292995,"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."}}