{"id":"W4409320624","doi":"10.5430/ijfr.v16n2p1","title":"Financial Management Techniques: The Key to Financial Health of Inua Jamii Senior Cash Transfer Beneficiaries in Kenya","year":2025,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Finance; Financial management; Cash management; Cash; Key (lock); Financial system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005379852,0.0002349426,0.0007620332,0.002347117,0.0002773957,0.00009879713,0.001629289,0.0002352539,0.00006328055],"category_scores_gemma":[0.001699943,0.0002214271,0.0002976528,0.001768182,0.0001655314,0.0002884176,0.0004707924,0.001003199,0.00003989024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008316609,"about_ca_system_score_gemma":0.001133465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276095,"about_ca_topic_score_gemma":0.002503652,"domain_scores_codex":[0.9962186,0.0001181735,0.002071658,0.0004196458,0.0005227897,0.0006491449],"domain_scores_gemma":[0.9980676,0.0002025141,0.0004161359,0.0003540401,0.0008705223,0.00008919739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001075952,0.0005200887,0.006476937,0.000100194,0.0000353697,0.0001467213,0.002876387,0.0001286935,0.000329358,0.7087567,0.01255645,0.2669971],"study_design_scores_gemma":[0.001986486,0.0008665349,0.230447,0.001327456,0.000007525348,0.00002534049,0.0001568804,0.00006745995,0.004078651,0.1044361,0.6562101,0.0003904394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329882,0.00428392,0.03095079,0.01967856,0.002811126,0.001339001,0.0003546866,0.0000181262,0.007575612],"genre_scores_gemma":[0.9923175,0.002979207,0.001691039,0.001578561,0.0005474212,0.00006147253,0.000006341287,0.00002260716,0.00079583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6436537,"threshold_uncertainty_score":0.9029533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04445159144070929,"score_gpt":0.3548127008870738,"score_spread":0.3103611094463645,"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."}}