{"id":"W2905641438","doi":"10.22215/rera.v12i2.1182","title":"Transparency in Commodity-Rich Countries: Is State Ownership to Blame?","year":2018,"lang":"en","type":"article","venue":"Review of European and Russian Affairs","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Transparency (behavior); Resource curse; Business; State ownership; Corporate governance; Revenue; State (computer science); Accountability; Resource dependence theory; Emerging markets; Economics; Accounting; Finance; Natural resource; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002921021,0.00010453,0.0002251914,0.0009215996,0.001031608,0.003645794,0.0002683608,0.0004681661,0.002561196],"category_scores_gemma":[0.01006111,0.0001006614,0.0002507465,0.001693004,0.002128788,0.002880566,0.001434487,0.0007078559,0.0001059124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273202,"about_ca_system_score_gemma":0.001827036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009910212,"about_ca_topic_score_gemma":0.009226791,"domain_scores_codex":[0.9979716,0.000973946,0.0001470687,0.0001730866,0.0004309043,0.0003034096],"domain_scores_gemma":[0.9893196,0.004060865,0.004902496,0.0006808216,0.0007602521,0.0002760125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002720574,0.00008445671,0.3624209,0.001555161,0.0003713543,0.002191887,0.0288135,0.003399862,0.001251098,0.4424674,0.01033682,0.1468355],"study_design_scores_gemma":[0.00004986509,0.0002018962,0.654012,0.004063417,0.0004201195,0.001498176,0.04859672,0.003657447,0.004155195,0.1199074,0.1633379,0.0000999152],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8799154,0.02041225,0.00509891,0.0130704,0.0001958308,0.00002565287,0.0003681834,0.00003837454,0.08087504],"genre_scores_gemma":[0.9967765,0.001933635,0.0002164572,0.0002104466,0.0000288472,0.000002811551,0.00004159507,0.000004090783,0.0007855888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009910212,"threshold_uncertainty_score":0.01970506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584359391427068,"score_gpt":0.2322494818159931,"score_spread":0.2064058879017224,"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."}}