{"id":"W4410160630","doi":"10.3390/jrfm18050254","title":"What Do Children with Above-Average Abilities Understand About Financial Literacy?","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Psychology; Mathematics education; Developmental psychology; Economics; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006764315,0.0003347135,0.0003623031,0.001298351,0.0003817695,0.001622687,0.0002332457,0.0007654626,0.001597645],"category_scores_gemma":[0.004631657,0.0002170716,0.0003443819,0.0006611446,0.0008649729,0.00206768,0.0007433801,0.0005089508,0.0003995426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004138618,"about_ca_system_score_gemma":0.0003625882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009313725,"about_ca_topic_score_gemma":0.009445347,"domain_scores_codex":[0.9995758,0.00006230988,0.00004308857,0.00006074771,0.0001236937,0.0001343481],"domain_scores_gemma":[0.9977831,0.0007887116,0.0009459472,0.00006580323,0.0001872225,0.0002292283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006122849,0.00008158066,0.8992242,0.0002084499,0.00003641754,0.0008073628,0.05562827,0.000112089,0.002012246,0.000496334,0.000931301,0.04040046],"study_design_scores_gemma":[0.000004270479,0.0001140478,0.9285804,0.00010739,0.00003163888,0.001859316,0.0657443,0.0001834132,0.000346441,0.0005669494,0.00243442,0.00002736258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974004,0.0004353384,0.0001077915,0.0001746607,0.000005727017,0.000004835692,0.0000758377,0.000004976772,0.001790466],"genre_scores_gemma":[0.9987085,0.0005441036,0.0001827221,0.00007411952,0.000004221537,0.000008089186,0.00009010015,0.000002447149,0.0003857006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009313725,"threshold_uncertainty_score":0.01851904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004031040505564821,"score_gpt":0.2021706389682411,"score_spread":0.1981395984626763,"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."}}