{"id":"W2158498477","doi":"10.5334/sta.fs","title":"Next Generation Disarmament, Demobilization and Reintegration","year":2015,"lang":"en","type":"article","venue":"Stability International Journal of Security and Development","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demobilization; Disarmament; Political science; Peacebuilding; International community; Pillar; Peacekeeping; Boko haram; Political economy; Law; Sociology; Insurgency; Politics; Engineering","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":[0.001958644,0.00008671984,0.0001219195,0.0001087739,0.0001660449,0.0002208698,0.0001578782,0.00006533547,0.00005425651],"category_scores_gemma":[0.0008027864,0.00007981229,0.00002636236,0.00006413149,0.0001607663,0.0008444024,0.00005714295,0.0001355629,0.000002194725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003915753,"about_ca_system_score_gemma":0.0004456094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002375876,"about_ca_topic_score_gemma":0.0009906647,"domain_scores_codex":[0.9984109,0.0001695044,0.0004221738,0.0001399242,0.0007462389,0.0001112586],"domain_scores_gemma":[0.9983605,0.00006992563,0.0002383878,0.00004441192,0.001091551,0.00019522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005288672,0.0008402851,0.1176995,0.00003759815,0.0003414093,0.00002373862,0.741975,0.00004925042,0.00374675,0.04789595,0.00419043,0.08267123],"study_design_scores_gemma":[0.004724442,0.0004499182,0.02203974,0.0002846635,0.00006529892,0.0001651161,0.1993479,0.00381564,0.01239271,0.02587586,0.7298692,0.000969461],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924864,0.0008246645,0.00196825,0.002449354,0.0008709104,0.0001006914,0.000004508727,0.00001356072,0.001281698],"genre_scores_gemma":[0.9962607,0.001138791,0.002015115,0.0001374494,0.0004104522,0.000002968099,0.0000176266,0.000003578827,0.00001331976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7256789,"threshold_uncertainty_score":0.3254651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.137574163679598,"score_gpt":0.3518477540460979,"score_spread":0.2142735903664999,"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."}}