{"id":"W4385508428","doi":"10.4314/ad.v28i1","title":"0 - Prelim","year":2022,"lang":"en","type":"article","venue":"Africa Development","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Danish International Development Agency; Direktoratet for Utviklingssamarbeid; Carnegie Corporation of New York; United Nations Development Programme; UNICEF; Styrelsen för Internationellt Utvecklingssamarbete; Organisation de Coopération et de Développement Économiques; United Nations; Council for the Development of Social Science Research in Africa; International Development Research Centre; United States Agency for International Development; Oxfam America; Ford Foundation","keywords":"Political science; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001027586,0.0008436012,0.0006088803,0.001895952,0.002008131,0.005481182,0.001189006,0.001343372,0.8059456],"category_scores_gemma":[0.00407765,0.0004293409,0.0006906725,0.0009502397,0.0008077626,0.002023135,0.003191367,0.001822657,0.7295781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001518582,"about_ca_system_score_gemma":0.001936677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004091669,"about_ca_topic_score_gemma":0.006606478,"domain_scores_codex":[0.9990057,0.0001569404,0.00004702705,0.0001442364,0.0004764419,0.0001696153],"domain_scores_gemma":[0.9978259,0.0001952195,0.00005926655,0.0005052042,0.001116963,0.0002974379],"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":[0.0001564271,0.00015205,0.0006258523,0.0002822931,0.00001124075,0.0002035914,0.0001555143,0.0001173031,0.001931373,0.07283064,0.7725574,0.1509762],"study_design_scores_gemma":[0.0000140767,0.00002895229,0.0006772986,0.00007217659,0.000003351123,0.0001195338,0.0001094105,0.00009267816,0.0005847322,0.008172217,0.990117,0.000008595325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008621886,0.0001558161,0.001618315,0.000762866,0.001121784,0.0001091882,0.001422998,0.001252253,0.9926946],"genre_scores_gemma":[0.005281573,0.0001209307,0.0009966524,0.0005665255,0.000161569,0.00004481731,0.000997246,0.0005562017,0.9912745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1940544,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235451216514511,"score_gpt":0.2615037855839107,"score_spread":0.2379586639324596,"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."}}