{"id":"W4413580867","doi":"10.64628/aaj.sscvjenuv","title":"The African Union at 20: a lot has been achieved despite many flaws","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Economics; Business","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":[0.01820547,0.000578186,0.0005554312,0.001443413,0.01052692,0.008807399,0.001094221,0.004477852,0.01513564],"category_scores_gemma":[0.03082757,0.0002324868,0.0003255187,0.002278018,0.01106445,0.01191488,0.005918515,0.009312718,0.003211945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003732284,"about_ca_system_score_gemma":0.007135759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005067794,"about_ca_topic_score_gemma":0.006845308,"domain_scores_codex":[0.9951167,0.00239321,0.0001331799,0.0003874648,0.001147122,0.0008223103],"domain_scores_gemma":[0.99256,0.003117491,0.0004324865,0.001120495,0.001378613,0.001390973],"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":[0.0000991099,0.00003625357,0.0009121459,0.0001734882,0.00002890778,0.0000932482,0.004093246,0.00014559,0.0002094908,0.812754,0.08386442,0.09759008],"study_design_scores_gemma":[0.00003384199,0.00005017459,0.003243387,0.000857016,0.00002316167,0.000154553,0.006554413,0.0002501653,0.0007659187,0.3103671,0.6776553,0.00004500315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0298881,0.02911745,0.006034742,0.7262211,0.01852392,0.00004503072,0.0002896614,0.000141302,0.1897387],"genre_scores_gemma":[0.7132574,0.01718584,0.009280741,0.1358829,0.007858392,0.0002338098,0.0002842762,0.0004840182,0.1155327],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01820547,"threshold_uncertainty_score":0.09628093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03366174639789125,"score_gpt":0.296285681121025,"score_spread":0.2626239347231337,"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."}}