{"id":"W6968147371","doi":"10.5281/zenodo.15788498","title":"Assessing the Impact of Financial Knowledge on Financial Inclusion among Muslim Women in Urban Gaya District: An Empirical Analysis","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Financial inclusion; Financial literacy; Financial plan; Quarter (Canadian coin); Financial services; Psychological intervention; Financial analysis; Perception; Inclusion (mineral)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001422975,0.0002198618,0.0003174153,0.001165148,0.0009790391,0.0008885324,0.0003956191,0.0003419901,0.00336253],"category_scores_gemma":[0.003788323,0.0001822401,0.0004660622,0.001124014,0.0008084456,0.0005458773,0.001220528,0.0005591777,0.000316904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007236762,"about_ca_system_score_gemma":0.001122036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067939,"about_ca_topic_score_gemma":0.01398915,"domain_scores_codex":[0.9992864,0.0002854833,0.00005015142,0.00005457713,0.0001322653,0.0001912565],"domain_scores_gemma":[0.9972006,0.001285131,0.0006324719,0.0001380348,0.0003031966,0.0004405514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000403722,0.0002551767,0.9908144,0.00003283658,0.000022305,0.0001027301,0.003850738,0.0000404942,0.0000680467,0.00008799098,0.00007649798,0.004608292],"study_design_scores_gemma":[0.000003653357,0.0001784787,0.9658,0.00005380317,0.00003442963,0.00009712151,0.03285499,0.0004230087,0.000120958,0.00006872571,0.0003575031,0.000007363702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995397,0.00002345249,0.0000186353,0.00003084445,0.000001128184,0.000008504395,0.00004268975,3.240953e-7,0.0003347548],"genre_scores_gemma":[0.9997352,0.00003229067,0.00003145617,0.000009722675,0.000001861475,0.000008950031,0.00003984731,2.385107e-7,0.0001403684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01067939,"threshold_uncertainty_score":0.02123445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04275988973816947,"score_gpt":0.3117264207240381,"score_spread":0.2689665309858686,"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."}}