{"id":"W4246684274","doi":"10.31234/osf.io/tkuaf","title":"Financial well-being, COVID-19, and the financial better-than-average-effect","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Engineering Link (Canada)","funders":"","keywords":"Financial literacy; Pessimism; Finance; Ignorance; Coronavirus disease 2019 (COVID-19); Business; Financial crisis; Economics; Political science; Macroeconomics","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00170635,0.001007156,0.001467235,0.0004876526,0.0009596709,0.00134652,0.001151539,0.0005711885,0.001868112],"category_scores_gemma":[0.004052627,0.0007307482,0.0008240627,0.0008664831,0.0004485745,0.0006101544,0.003752635,0.00128629,0.0008330301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270971,"about_ca_system_score_gemma":0.0002786758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005538302,"about_ca_topic_score_gemma":0.001331965,"domain_scores_codex":[0.9956299,0.0001585955,0.001020439,0.001539172,0.0009207541,0.000731116],"domain_scores_gemma":[0.99742,0.0004027544,0.0008848432,0.0009821065,0.0002317119,0.00007859526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00256568,0.0001951325,0.4152142,0.005900231,0.000194429,0.0005336851,0.001105313,0.0008410657,0.0000633612,0.3198352,0.2469071,0.006644481],"study_design_scores_gemma":[0.007194736,0.0000724481,0.07349131,0.0003734975,0.001969051,0.000007253306,0.00002992145,0.04374456,0.0000625293,0.2784456,0.5920832,0.002525907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101218,0.0009004761,0.006092032,0.02967608,0.004022745,0.004615878,0.00002924988,0.001114155,0.04342761],"genre_scores_gemma":[0.9276078,0.000124324,0.0003120808,0.06169603,0.008105595,0.0002515237,0.0004419788,0.0001091429,0.001351533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.345176,"threshold_uncertainty_score":0.9999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204948582586756,"score_gpt":0.2388003484651531,"score_spread":0.2267508626392855,"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."}}