{"id":"W4390616313","doi":"10.6007/ijarbss/v13-i12/19667","title":"Exploratory Factor Analysis (EFA) and Reliability Analysis of Financial Literacy Instrument Among Trainee Teachers","year":2023,"lang":"en","type":"article","venue":"International Journal of Academic Research in Business and Social Sciences","topic":"Financial Literacy and Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"Organisation de Coopération et de Développement Économiques","keywords":"Construct (python library); Exploratory factor analysis; Construct validity; Reliability (semiconductor); Financial literacy; Psychology; IBM; Weighting; Mathematics education; Medical education; Finance; Computer science; Business; Psychometrics; Medicine; Developmental psychology","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":[0.004279947,0.0001025612,0.0003773818,0.003843854,0.0002232759,0.0002763434,0.0005273831,0.0001180615,0.00003075724],"category_scores_gemma":[0.0007841486,0.00008215495,0.0001359334,0.008155982,0.0007630143,0.002421347,0.0002364062,0.0004435366,9.024577e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006459907,"about_ca_system_score_gemma":0.0001284246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009288932,"about_ca_topic_score_gemma":0.0001165339,"domain_scores_codex":[0.9975124,0.00007490897,0.0006513011,0.0002366067,0.001260262,0.0002645411],"domain_scores_gemma":[0.9982288,0.0002221431,0.0004106876,0.00005039689,0.001067244,0.00002069734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005771069,0.00005043012,0.9687604,0.00002579249,0.0001038693,0.00001881689,0.002395313,0.0002720321,0.0001692393,0.001786249,0.00008611166,0.02627405],"study_design_scores_gemma":[0.0002421184,0.00001224402,0.9934419,0.00005528542,0.0001366947,3.899165e-7,0.0008246846,0.001787156,0.000009064472,0.002016475,0.00139076,0.00008323375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964209,0.00008371051,0.00003120213,0.003053346,0.0002277256,0.0000733409,0.00001703967,0.000006733346,0.0000859848],"genre_scores_gemma":[0.9990748,0.000295675,0.00004175391,0.00008719014,0.0004646145,0.000005312977,0.000009220168,0.000003684948,0.00001771514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02619082,"threshold_uncertainty_score":0.3918679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057619920132312,"score_gpt":0.4054361245329514,"score_spread":0.2996741325197202,"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."}}