{"id":"W4415649507","doi":"10.3390/jrfm18110603","title":"Financing Rural Futures: Governance and Contextual Challenges of Village Fund Management in Underdeveloped Regions","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Local Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Sustainability; Investment management; Good governance; Developing country; Sustainable development; Quality (philosophy); Natural resource","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":[0.001274363,0.00007201482,0.0001541439,0.000705165,0.001062479,0.001839816,0.0003166313,0.000176765,0.0009854649],"category_scores_gemma":[0.003313644,0.0000996097,0.00006821784,0.0009232044,0.001832208,0.0009426622,0.001817704,0.0002491187,0.00004666674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031382,"about_ca_system_score_gemma":0.002219746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01072596,"about_ca_topic_score_gemma":0.02723796,"domain_scores_codex":[0.9989985,0.0005748948,0.00003767525,0.00007056045,0.00007522009,0.0002432401],"domain_scores_gemma":[0.9983461,0.0004346349,0.0007650157,0.00009614138,0.00009972382,0.0002583735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008524837,0.0001733918,0.819288,0.0002160715,0.0000550859,0.001725287,0.07446094,0.004041308,0.001865345,0.02223857,0.0007687753,0.075082],"study_design_scores_gemma":[0.000008205994,0.00008576673,0.864335,0.0001393355,0.00001772515,0.0003211663,0.1198732,0.001469963,0.0003454383,0.005611492,0.007775439,0.00001724004],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971397,0.0001037255,0.0002771734,0.0002509159,0.00000127859,0.00001090422,0.00002164646,0.00000270077,0.002191952],"genre_scores_gemma":[0.9997601,0.00004986789,0.00008505966,0.000007151843,8.023993e-7,0.000003763445,0.000005314191,4.506825e-7,0.00008748748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01072596,"threshold_uncertainty_score":0.02132702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566426376455139,"score_gpt":0.2653623476358051,"score_spread":0.2496980838712538,"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."}}