{"id":"W3170620565","doi":"10.2139/ssrn.3419590","title":"Africa’s Dominant State: the Dilemma of Democratization and Disintegration","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Science North","funders":"","keywords":"Democratization; Dilemma; State (computer science); Political science; Political economy; Development economics; Economics; Democracy; Politics; Law; Philosophy; Epistemology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003516641,0.00007123177,0.00009397414,0.00003147333,0.0002469009,0.00003433849,0.00009242649,0.00001687764,0.00007899517],"category_scores_gemma":[0.00002742491,0.00003886827,0.0000415665,0.00002354105,0.000164631,0.0001766356,0.00001183752,0.0003568577,0.000004729915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037211,"about_ca_system_score_gemma":0.0002090225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003286243,"about_ca_topic_score_gemma":0.002577361,"domain_scores_codex":[0.9990873,0.0000545006,0.0002098829,0.00006644668,0.0001072067,0.0004746276],"domain_scores_gemma":[0.9996839,0.00003040454,0.00009863377,0.00006360364,0.00008607659,0.0000373371],"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":[0.00002856721,0.00003301363,0.0001353215,0.000002671937,0.00002277096,4.780541e-7,0.009454279,3.358761e-7,0.00002555885,0.9845963,0.00005468125,0.005645991],"study_design_scores_gemma":[0.0001806826,0.0003217713,0.0003771537,0.000009613779,0.00002836773,0.000020517,0.004451938,0.0002888942,0.00002629484,0.9786943,0.01551994,0.00008051841],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8029067,0.004673112,0.03976315,0.001867785,0.000843484,0.0004093061,0.00003605663,0.00004552973,0.1494549],"genre_scores_gemma":[0.9923647,0.000316023,0.00001298113,0.00002113027,0.0001082578,0.000002274555,0.000001893282,0.000006743304,0.007166013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.189458,"threshold_uncertainty_score":0.1898987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343846253715198,"score_gpt":0.1862245757724945,"score_spread":0.1627861132353425,"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."}}