{"id":"W4415568866","doi":"10.1017/s0022278x25101080","title":"Governing After War: Rebel Victories and Post-war Statebuilding by Shelley Liu New York, NY: Oxford University Press, 2024. Pp. vi + 321. US$30.99 (pbk), $105 (hbk).","year":2025,"lang":"en","type":"article","venue":"The Journal of Modern African Studies","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Government (linguistics); Context (archaeology); Perspective (graphical); Work (physics)","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":[0.0002841643,0.00027263,0.0005284044,0.0000668489,0.0006777314,0.00007232009,0.0003327639,0.0000510171,0.00008259885],"category_scores_gemma":[0.00008947097,0.0001825239,0.0001367826,0.00007042465,0.0005368801,0.000353029,0.0002914518,0.0004274333,0.000003663675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002641575,"about_ca_system_score_gemma":0.0001259936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006716576,"about_ca_topic_score_gemma":0.0002878717,"domain_scores_codex":[0.9985018,0.0001546647,0.0004404345,0.0001892823,0.0003448643,0.0003689971],"domain_scores_gemma":[0.9986954,0.0004034519,0.0002778904,0.0001815983,0.0002792128,0.0001624184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002694884,0.0003537677,0.001987054,0.0003781307,0.003318503,0.0001328166,0.305539,0.0001634618,0.0002218702,0.05288413,0.6232743,0.009052044],"study_design_scores_gemma":[0.0005528412,0.0002560383,0.0001415444,0.0001740234,0.0003783175,0.000005357484,0.03606696,0.0003562195,0.000008422076,0.003980676,0.9578403,0.0002393517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4691167,0.3716681,0.00267496,0.01719078,0.002616836,0.0005791302,0.0009059877,0.0001662863,0.1350813],"genre_scores_gemma":[0.8892893,0.01296134,0.00008507923,0.0005312254,0.0004104101,0.000001390698,0.00000233615,0.00002421165,0.09669472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4201726,"threshold_uncertainty_score":0.7443109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232641683455099,"score_gpt":0.2122386859257625,"score_spread":0.1899122690912115,"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."}}