{"id":"W2609465314","doi":"10.5334/sta.478","title":"Stabilisation in the Congo: Opportunities and Challenges","year":2017,"lang":"en","type":"article","venue":"Stability International Journal of Security and Development","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Democracy; Political science; Order (exchange); Political economy; Psychological intervention; Development economics; Law and economics; Public administration; Sociology; Law; Economics; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003561256,0.00006839063,0.0001141102,0.00007433621,0.0004100862,0.0002912669,0.0004747213,0.00004761369,0.00004705457],"category_scores_gemma":[0.00084564,0.00005237717,0.00002394765,0.00001149538,0.0004352598,0.0005949278,0.00008501832,0.0001588,4.831836e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115384,"about_ca_system_score_gemma":0.0002431592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004383461,"about_ca_topic_score_gemma":0.003203048,"domain_scores_codex":[0.9986812,0.0001875421,0.0003116628,0.0001030656,0.0006090641,0.0001074447],"domain_scores_gemma":[0.9989592,0.0002345387,0.0002789004,0.00008779286,0.0003757133,0.00006387301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001415455,0.000294599,0.0587864,0.00004055043,0.00008843926,0.00003915041,0.7701757,6.623861e-7,0.00002362439,0.09523751,0.0001102718,0.07506157],"study_design_scores_gemma":[0.0008043977,0.00006476609,0.4153009,0.0001141717,0.000006863818,0.00003467387,0.2446883,0.00001508524,0.0001197903,0.01494187,0.3237438,0.0001653842],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959244,0.001916718,0.000009286876,0.03268873,0.0003668734,0.00007960796,0.000005271626,0.000003777092,0.005685748],"genre_scores_gemma":[0.9797059,0.01986644,0.0001479064,0.0001177548,0.0001508407,0.000003295292,0.000001412344,0.000001808806,0.000004610984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5254874,"threshold_uncertainty_score":0.3154093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2108217291088716,"score_gpt":0.3618016296986467,"score_spread":0.1509799005897751,"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."}}