{"id":"W4256290373","doi":"10.22215/cjers.v12i2.2522","title":"Transparency in Commodity-Rich Countries: Is State Ownership to Blame?","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of European and Russian Studies","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Resource curse; State ownership; Corporate governance; Blame; Pillar; Business; State (computer science); Accountability; Commodity; Resource dependence theory; Accounting; Economics; Emerging markets; Political science; Law; Natural resource; Finance; Management","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":[0.001093574,0.0001215801,0.0003684605,0.0002720159,0.0001589017,0.0001003451,0.0002686088,0.00001908013,0.0001570113],"category_scores_gemma":[0.0000368211,0.00008583372,0.0000499765,0.0001349797,0.00008679047,0.00009216974,0.00002572329,0.0002117551,0.0003716957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001713977,"about_ca_system_score_gemma":0.00006989325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018985,"about_ca_topic_score_gemma":0.01539174,"domain_scores_codex":[0.9989179,0.00003198016,0.0005832111,0.0001475245,0.0000301985,0.0002891306],"domain_scores_gemma":[0.9993327,0.00004568834,0.0002346739,0.0001355511,0.00002303573,0.0002283709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001084255,0.00002317429,0.7462195,0.0001341299,0.0006173966,0.0002105598,0.1182512,0.0002653007,0.000001618695,0.1198414,0.01136774,0.002959553],"study_design_scores_gemma":[0.0005865801,0.0001175424,0.6092176,0.0001192583,0.000006370657,0.00002033879,0.001712591,0.00001430966,0.000005267284,0.004282461,0.3836964,0.0002212551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8912328,0.01184907,0.000005195184,0.007112843,0.000472554,0.0001306453,0.00006251929,0.000002336756,0.08913198],"genre_scores_gemma":[0.9931464,0.001482209,0.00004922437,0.002230712,0.00006480814,6.252306e-7,4.566814e-7,0.0000138862,0.003011663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3723286,"threshold_uncertainty_score":0.8588951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.045388456531701,"score_gpt":0.2242896329588988,"score_spread":0.1789011764271978,"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."}}