{"id":"W4391277507","doi":"10.1093/isagsq/ksad074","title":"Exploring Communities of Practice from an Informality Perspective: Insights from the AU, ECOWAS, and UN in West African Mediation Theaters","year":2024,"lang":"en","type":"article","venue":"Global Studies Quarterly","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University","funders":"Social Sciences and Humanities Research Council of Canada; African Union; University of Ghana; King's University College","keywords":"Mediation; Perspective (graphical); Geography; Political science; Sociology; Art; Visual arts; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01142752,0.000511342,0.0005063487,0.003861625,0.02083098,0.01191544,0.001916986,0.002438174,0.004638202],"category_scores_gemma":[0.01223621,0.0005177295,0.0002987407,0.002457028,0.04331182,0.01036143,0.0132888,0.003362905,0.0002831781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006552525,"about_ca_system_score_gemma":0.007447971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0106908,"about_ca_topic_score_gemma":0.01992326,"domain_scores_codex":[0.9855619,0.01157376,0.0002188669,0.0004885014,0.0007157902,0.001441193],"domain_scores_gemma":[0.9845979,0.01110678,0.001305793,0.0006352859,0.0006984973,0.001655718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001383197,0.00004077867,0.002546994,0.00007410879,0.000003850417,0.0006946995,0.9471568,0.0000996087,0.0001591832,0.04348834,0.0004128194,0.005309051],"study_design_scores_gemma":[0.000004135896,0.00001766076,0.00111649,0.0001371951,0.00000236833,0.0001372233,0.9758971,0.0001528154,0.00005834364,0.007858329,0.01461139,0.000006897667],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9017178,0.001781577,0.009865743,0.008885497,0.0001397871,0.0002059622,0.00003785128,0.00002684595,0.07733899],"genre_scores_gemma":[0.9971391,0.0002513517,0.0008061108,0.0001963641,0.0000109488,0.00004695977,0.00000600904,0.00001146664,0.00153168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02083098,"threshold_uncertainty_score":0.06043524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0744884438437208,"score_gpt":0.3691033034065238,"score_spread":0.294614859562803,"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."}}