{"id":"W7134908436","doi":"10.5281/zenodo.18955880","title":"Revisiting Digital Banking Access and Usage Patterns Among Rural Women in Malawi: A Replication Study","year":2012,"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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Financial inclusion; Mobile banking; Financial services; Investment (military); Digital inclusion; Rural area; Qualitative research; Replication (statistics); Inclusion (mineral)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001524255,0.0001073858,0.0001946547,0.000254149,0.0007550868,0.0008618358,0.0004577425,0.00004786935,0.001631104],"category_scores_gemma":[0.0004018488,0.0001311942,0.00002385262,0.0003943515,0.00004569454,0.001377387,0.001227875,0.0001723341,0.0007665966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205451,"about_ca_system_score_gemma":9.184552e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007746725,"about_ca_topic_score_gemma":5.860941e-7,"domain_scores_codex":[0.9987057,0.0000518067,0.0003887097,0.0003540023,0.00005901511,0.0004407154],"domain_scores_gemma":[0.9992477,0.0000127234,0.0002060214,0.0003718794,0.00005726458,0.0001044264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004901441,0.0003921507,0.8347625,0.00009510579,0.0000228963,0.000008370284,0.01425441,0.000008002475,0.0002618079,0.01106286,0.0008535223,0.1382293],"study_design_scores_gemma":[0.0005062125,0.00009855818,0.9002074,0.00005007058,0.00000197903,0.0000142744,0.001176486,0.0001410611,0.00003070967,0.0008399619,0.09671504,0.0002182681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759423,0.0001532747,0.0009552402,0.00008107748,0.00004744323,0.0003815674,0.0001074523,0.0001015515,0.02223015],"genre_scores_gemma":[0.9990357,0.000107691,0.00001236078,0.00003671509,0.0001418844,2.569713e-7,0.0001771227,0.0002960994,0.0001921919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1380111,"threshold_uncertainty_score":0.9992815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05035833215342771,"score_gpt":0.2583589915299886,"score_spread":0.2080006593765609,"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."}}