{"id":"W2162657798","doi":"10.5334/sta.dx","title":"Security Sector Reform, Local Ownership and Community Engagement","year":2014,"lang":"en","type":"article","venue":"Stability International Journal of Security and Development","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Economic Justice; Public relations; Public sector; Business; Futures contract; Political science; Law; Finance","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":[0.008083049,0.0001493562,0.0002394282,0.0001373168,0.0007147267,0.0001638209,0.0004758748,0.0001059111,0.0001896111],"category_scores_gemma":[0.0009637587,0.0001306939,0.00006212935,0.0000733819,0.0005265494,0.0004433618,0.0002341679,0.00083752,0.000003604979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000713535,"about_ca_system_score_gemma":0.0002949954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001719234,"about_ca_topic_score_gemma":0.003221636,"domain_scores_codex":[0.9969186,0.001156674,0.0005653754,0.0001656862,0.0009616761,0.0002319942],"domain_scores_gemma":[0.9981094,0.0004792147,0.0003054191,0.0001119984,0.0007282958,0.0002656693],"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":[0.0006890078,0.001715756,0.05828756,0.0001767717,0.0005864595,0.00001906301,0.830008,0.000009443983,0.0002258608,0.05702186,0.0006682305,0.05059196],"study_design_scores_gemma":[0.00305708,0.0004971978,0.0739043,0.0003705868,0.00004587095,0.00008809514,0.2476133,0.0003195086,0.003694462,0.05581877,0.6137677,0.0008231602],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888054,0.0002478221,0.0009761694,0.002247078,0.0006394709,0.0001000128,0.00001211389,0.00002340521,0.006948576],"genre_scores_gemma":[0.9983155,0.0004478201,0.0006486971,0.0002803234,0.0002810823,0.000003304578,0.000008170748,0.000005792524,0.000009379681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6130995,"threshold_uncertainty_score":0.5497172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06233608803719985,"score_gpt":0.3151746197169925,"score_spread":0.2528385316797926,"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."}}