{"id":"W4214632854","doi":"10.1080/14615517.2022.2035646","title":"A roadmap for ESIA policy change in Ethiopia should address wide-ranging governance reforms","year":2022,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Mining and Resource Management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Australian Government","keywords":"Transparency (behavior); Accountability; Civil society; Legislature; Corporate governance; Government (linguistics); Natural resource; Business; Sustainable development; Public policy; Environmental planning; Environmental resource management; Economic growth; Political science; Economics; Geography; Finance; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01002238,0.0006596869,0.0004804298,0.001838832,0.002138518,0.008687669,0.001727791,0.004934088,0.01429777],"category_scores_gemma":[0.00779007,0.0003315077,0.0009182483,0.001213094,0.001957176,0.00460529,0.004465026,0.004158376,0.001512784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005341376,"about_ca_system_score_gemma":0.05262825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007736559,"about_ca_topic_score_gemma":0.009844519,"domain_scores_codex":[0.9957053,0.001836699,0.0001945378,0.000203525,0.0004003579,0.001659559],"domain_scores_gemma":[0.9917715,0.002023931,0.0006597225,0.0004210374,0.002145654,0.002978122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002759156,0.001722499,0.01760902,0.003719776,0.0002054477,0.002866943,0.004635925,0.01994241,0.00933923,0.5735542,0.1061037,0.260025],"study_design_scores_gemma":[0.0001507537,0.0004463377,0.01950918,0.0040323,0.0000982178,0.0006578426,0.03402216,0.005265439,0.004097491,0.1104646,0.821079,0.0001766907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1032273,0.0245165,0.04910784,0.6637168,0.005563085,0.002494593,0.001114483,0.001031724,0.1492278],"genre_scores_gemma":[0.7467508,0.01895921,0.122509,0.06146713,0.0007489134,0.001827381,0.0008610723,0.0001333462,0.04674321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01429777,"threshold_uncertainty_score":0.05300409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05206408368404798,"score_gpt":0.3989347436183208,"score_spread":0.3468706599342729,"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."}}