{"id":"W3089315639","doi":"10.7227/jha.031","title":"Synthesis of Evaluations in South Sudan","year":2020,"lang":"en","type":"article","venue":"Journal of Humanitarian Affairs","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Modalities; Context (archaeology); Set (abstract data type); Government (linguistics); Sustainability; Political science; Public relations; Sustainable development; Process management; Business; Computer science; Knowledge management; Geography; Sociology; Social science","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":[0.000865934,0.00006014329,0.0002151154,0.0001150277,0.0001020673,0.0000309039,0.0002888306,0.0000575247,0.0001975404],"category_scores_gemma":[0.001304257,0.00005892455,0.0001183896,0.0002586707,0.0001204656,0.0002075068,0.00002018768,0.0001766215,0.0000140523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008294009,"about_ca_system_score_gemma":0.0002967682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002508008,"about_ca_topic_score_gemma":0.005378801,"domain_scores_codex":[0.9987273,0.0001959235,0.0003983013,0.00006993757,0.0004572509,0.000151334],"domain_scores_gemma":[0.9992092,0.0001155735,0.000301164,0.0000619486,0.0001928404,0.0001192372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001216004,0.0002895861,0.01659597,0.00004594499,0.000113939,0.00009854324,0.8106579,0.001034667,0.0003058053,0.1651269,0.002695585,0.002913642],"study_design_scores_gemma":[0.001221074,0.0005282557,0.02158035,0.0002387378,0.0002262849,0.000005104203,0.9422778,0.0009059815,0.0001305943,0.01451453,0.01800403,0.0003671965],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9130793,0.0003035385,0.00009963574,0.008394619,0.0002421177,0.0001412977,0.00001373505,0.00001173113,0.07771409],"genre_scores_gemma":[0.9993392,0.00004007343,0.0003078349,0.00008177966,0.0001944234,5.583457e-7,4.427546e-7,0.000005108082,0.00003056344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1506123,"threshold_uncertainty_score":0.3001497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03544131027345702,"score_gpt":0.3049016138541972,"score_spread":0.2694603035807402,"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."}}