{"id":"W1796537205","doi":"10.2139/ssrn.726162","title":"Understanding the Challenges of African Democratization through Conflict Analysis","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"African history and culture analysis","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Democratization; Political science; Peacebuilding; Development economics; Political economy; Public administration; Democracy; Sociology; Politics; Law; Economics","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":[0.008335483,0.0003524636,0.00046446,0.003008359,0.006369341,0.01046144,0.001073933,0.00187354,0.006223492],"category_scores_gemma":[0.01503789,0.0002357657,0.0002709228,0.003303611,0.01799712,0.01217896,0.005272876,0.003633031,0.0002258328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004445069,"about_ca_system_score_gemma":0.00545943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004089365,"about_ca_topic_score_gemma":0.007051512,"domain_scores_codex":[0.9949477,0.004008134,0.00005942134,0.0001543008,0.0002848701,0.000545572],"domain_scores_gemma":[0.9894044,0.008574789,0.0007958981,0.0003696414,0.000429038,0.0004261958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003178427,0.00003846901,0.00369364,0.00007627268,0.00002163137,0.0001845705,0.04739305,0.001265543,0.0001935498,0.9276063,0.001350734,0.01814451],"study_design_scores_gemma":[0.000008233612,0.00002131925,0.004181926,0.0001861979,0.00001080561,0.00009135954,0.1549018,0.004550479,0.000322194,0.8093562,0.02635407,0.00001545051],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6059259,0.00565481,0.0255714,0.06874917,0.0002217528,0.00007414215,0.00009964537,0.00003606958,0.2936671],"genre_scores_gemma":[0.9961668,0.0006163872,0.001596099,0.0003352444,0.00003250573,0.00002553653,0.0000111115,0.000008831166,0.001207456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01046144,"threshold_uncertainty_score":0.04408276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06196326033084408,"score_gpt":0.2938372332422349,"score_spread":0.2318739729113908,"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."}}