{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002294874,0.0004093896,0.0002135963,0.0008070048,0.004644495,0.006014321,0.0007089275,0.001866019,0.009330737],"category_scores_gemma":[0.00195153,0.0001410139,0.0002626287,0.0007678322,0.009804598,0.005869878,0.006330383,0.002220351,0.001264187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003850033,"about_ca_system_score_gemma":0.004637101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004021897,"about_ca_topic_score_gemma":0.008521542,"domain_scores_codex":[0.9984103,0.0006723172,0.00005330371,0.0001883255,0.0002988464,0.0003767791],"domain_scores_gemma":[0.9992288,0.0002043039,0.0001214721,0.0001466779,0.0001123969,0.0001861912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001315034,0.00003754141,0.0008763116,0.0001244933,0.000005105512,0.0002626509,0.01051878,0.000288294,0.000316364,0.9164783,0.009901065,0.06117797],"study_design_scores_gemma":[0.000004719928,0.00008008957,0.00178835,0.0005909847,0.000005592073,0.0007535241,0.01685057,0.0003752647,0.0008666923,0.1917447,0.7869204,0.00001907333],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07017468,0.02758898,0.02746027,0.05840141,0.001886572,0.0001609763,0.0001190578,0.000117895,0.8140901],"genre_scores_gemma":[0.8239802,0.02367395,0.01305634,0.005273538,0.0003964815,0.0001369492,0.0001332709,0.000102196,0.1332472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009330737,"threshold_uncertainty_score":0.03121448,"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."}}