{"id":"W4408998750","doi":"10.17625/nke.2018.019","title":"Good Governance in the “Oil Sector” and its Effect on Economic Development: A Case Study of the Kurdistan Region of Iraq","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Petroleum engineering; Business; Political science; Environmental planning; Engineering; Geography; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000746184,0.0002964678,0.0006778613,0.0001439444,0.0001166976,0.00003983661,0.0004434478,0.0001782866,0.0001107598],"category_scores_gemma":[0.00005375017,0.0002045528,0.0001044383,0.0001389636,0.00002732395,0.00007745742,0.00006436011,0.0002491334,0.00003704873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640449,"about_ca_system_score_gemma":0.00006038678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340902,"about_ca_topic_score_gemma":0.01555361,"domain_scores_codex":[0.9981047,0.00004603977,0.001061518,0.0005067501,0.00005821955,0.0002227669],"domain_scores_gemma":[0.9982004,0.0001452887,0.001194972,0.0004083332,0.00001841094,0.00003256364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002937028,0.003232632,0.445874,0.005289889,0.002616542,0.0006264541,0.2821494,0.0002490696,0.00003292899,0.136632,0.004223438,0.1161367],"study_design_scores_gemma":[0.01039183,0.003307573,0.860693,0.001428205,0.0001345476,0.0004262868,0.03790726,0.0009053554,0.002954903,0.001858005,0.07731996,0.00267303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632674,0.0009793998,1.570212e-7,0.00002821305,0.0005524664,0.000557487,0.0000323343,0.000004921416,0.03457766],"genre_scores_gemma":[0.9929481,0.0001475332,0.00001094918,0.00003983212,0.00004437253,0.00006583066,0.00001532061,0.000027051,0.006700993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4148191,"threshold_uncertainty_score":0.8679277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199840379505927,"score_gpt":0.2277311493290198,"score_spread":0.2057327455339605,"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."}}