{"id":"W2460623030","doi":"10.1057/9781137332318_2","title":"An Overview of Revenue Flows from the Mining Sector: Impacts, Debates and Policy Recommendations","year":2013,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Revenue; Natural resource economics; Business; Public economics; Economics; Finance","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002994124,0.000365744,0.0007262408,0.000213727,0.0001427191,0.0001145551,0.000389077,0.0002546866,0.001891394],"category_scores_gemma":[0.00005163812,0.0003222495,0.0001721899,0.00002195676,0.0000847817,0.000003681041,0.000161026,0.0002384699,0.0001954287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268734,"about_ca_system_score_gemma":0.00005304645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002417667,"about_ca_topic_score_gemma":0.0007871462,"domain_scores_codex":[0.9982592,0.00001568655,0.0008785297,0.0004969243,0.00004409413,0.0003055705],"domain_scores_gemma":[0.9982244,0.0001901314,0.0007955314,0.0005956868,0.00003277976,0.0001614384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001298936,8.898907e-7,0.003249892,0.00007128104,0.000355503,0.000001948731,0.001924928,0.000002025859,0.00002050012,0.9533089,0.0006914944,0.04035964],"study_design_scores_gemma":[0.0002974797,0.00005586211,0.006751247,0.0002579524,0.00002551336,0.000005126611,0.00006796819,0.0002184009,0.00001709284,0.8919443,0.09989931,0.0004597744],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05585648,0.07223228,0.00002714746,0.001238319,0.0007422269,0.001034017,0.007156529,0.00004860401,0.8616644],"genre_scores_gemma":[0.985243,0.007902485,0.0009814677,0.0005976734,0.0004338599,0.00001548615,0.0002517738,0.00007710497,0.004497174],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9293865,"threshold_uncertainty_score":0.9999229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06663804893459659,"score_gpt":0.2616691519861871,"score_spread":0.1950311030515905,"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."}}