{"id":"W3123916112","doi":"","title":"New Tools for the Analysis of Political Power in Africa","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Politics; Legislature; Autocracy; Scarcity; Political science; Colonialism; Work (physics); Ethnic group; Sample (material); Political economy; Fragmentation (computing); Government (linguistics); Development economics; Economics; Market economy; Engineering; Computer science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004182472,0.0010769,0.001159975,0.01147247,0.001165497,0.004534838,0.0009150272,0.0006852529,0.01194882],"category_scores_gemma":[0.01947055,0.0005851486,0.001092599,0.01159431,0.003362399,0.004955739,0.004442456,0.002107494,0.0014427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220788,"about_ca_system_score_gemma":0.00116161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003684618,"about_ca_topic_score_gemma":0.004200468,"domain_scores_codex":[0.9972874,0.001778392,0.0002221764,0.0002730698,0.0003245547,0.0001144605],"domain_scores_gemma":[0.9863303,0.01052432,0.001296298,0.001254995,0.000309391,0.0002847192],"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":[0.00006024425,0.00006137056,0.01388956,0.0006650891,0.0001932628,0.0003801251,0.006856496,0.00685543,0.001841387,0.8023965,0.006072393,0.1607281],"study_design_scores_gemma":[0.00004534915,0.00005861362,0.01784751,0.0006341863,0.00006059475,0.0003997652,0.005427422,0.03965929,0.0006859544,0.7328038,0.2023038,0.00007379414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0417929,0.01193462,0.8969688,0.003050557,0.0003738021,0.0003873698,0.006253185,0.001440731,0.03779798],"genre_scores_gemma":[0.3554795,0.005943987,0.6279426,0.0003402078,0.0004976837,0.002227189,0.001929355,0.0003860447,0.005253315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01194882,"threshold_uncertainty_score":0.03997278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03829972794231097,"score_gpt":0.3138174560923261,"score_spread":0.2755177281500152,"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."}}