{"id":"W4408839382","doi":"10.4236/nr.2025.163005","title":"Multi-Level Mining Governance in Guinea: The Case of the Local Economic Development Fund (FODEL) in the Bauxite Region of Bok&amp;#233;","year":2025,"lang":"en","type":"article","venue":"Natural Resources","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Bauxite; Corporate governance; Business; Finance; Materials science; Metallurgy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000902534,0.0001690555,0.0002126574,0.0001665555,0.0001401429,0.0001019609,0.0008605254,0.00008236333,0.000008307068],"category_scores_gemma":[0.000425522,0.00009018491,0.00007014482,0.0007375114,0.000175018,0.0003226208,0.0004257279,0.0003171971,0.000005761005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000136246,"about_ca_system_score_gemma":0.00008010201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002613522,"about_ca_topic_score_gemma":0.02515078,"domain_scores_codex":[0.9987633,0.00006982747,0.0004641815,0.0002439255,0.0001854895,0.0002732891],"domain_scores_gemma":[0.998864,0.0003003871,0.0003850301,0.0003912346,0.00005447234,0.000004858086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001202003,0.000675653,0.655856,0.002515645,0.0003272183,0.0004049652,0.03272806,0.00839254,0.001267356,0.07845634,0.03205789,0.1861164],"study_design_scores_gemma":[0.001953299,0.00000658931,0.7136777,0.0007552746,0.00003930656,0.000040823,0.006408113,0.02258782,0.0005011742,0.0003513438,0.2533209,0.000357688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911751,0.0009281813,0.00002773228,0.003088232,0.0002007883,0.0003463411,0.000001948893,0.00001165152,0.004220081],"genre_scores_gemma":[0.9979267,0.000008105693,0.0002231848,0.001047206,0.0000808,0.00002298798,0.000003002548,0.00001013995,0.0006778867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.221263,"threshold_uncertainty_score":0.9926377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07718533922653285,"score_gpt":0.2931303994930147,"score_spread":0.2159450602664819,"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."}}