{"id":"W1557020280","doi":"10.3386/w21236","title":"Who is Internationally Diversified? Evidence from 296 401(k)","year":2015,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"Center for Retirement Research, Boston College; Boston College; U.S. Social Security Administration","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007730505,0.0003476717,0.0007343041,0.002019605,0.0002093686,0.0004486348,0.001426494,0.0003801325,0.007800784],"category_scores_gemma":[0.00644095,0.0003644328,0.0003646769,0.0005619414,0.000240867,0.001816824,0.001118874,0.0006716992,0.003092416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002743659,"about_ca_system_score_gemma":0.003089898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03922669,"about_ca_topic_score_gemma":0.001381477,"domain_scores_codex":[0.9918215,0.00005915713,0.001063262,0.0009211061,0.005700054,0.0004349395],"domain_scores_gemma":[0.9831095,0.0008208877,0.0009774329,0.0005239738,0.0145277,0.00004053947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001340017,0.00006863639,0.08426549,0.0001941728,0.0001867647,0.00001524116,0.00007627699,0.0001164927,0.00003404868,0.03798158,0.8764249,0.000502396],"study_design_scores_gemma":[0.001061599,0.00005180627,0.038599,0.002122475,0.0002689738,0.00000443663,0.0001249642,0.009717302,0.0001214811,0.410758,0.5361149,0.001055062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09582167,0.0021125,0.00000420009,0.001880444,0.001729336,0.0007917508,0.0003375513,0.00005372462,0.8972688],"genre_scores_gemma":[0.9344237,0.001311588,0.0002507701,0.0003856354,0.01125965,0.00007687899,0.003197222,0.0001066482,0.04898784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.848281,"threshold_uncertainty_score":0.9998808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4801588177554026,"score_gpt":0.4927433710318516,"score_spread":0.01258455327644903,"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."}}