{"id":"W2929148112","doi":"10.1093/jogss/ogy047","title":"Population-Centric Counterinsurgency in the Age of Salafi-Driven Insurgencies","year":2018,"lang":"en","type":"article","venue":"Journal of Global Security Studies","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Insurgency; Political science; Doctrine; Population; Argument (complex analysis); State (computer science); Boko haram; Ideology; Government (linguistics); Political economy; Caliphate; Adversary; Criminology; Sociology; Law; Politics; Computer security; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002671104,0.0002074326,0.0001970146,0.001008701,0.007079881,0.00473819,0.0004679142,0.001841679,0.004790616],"category_scores_gemma":[0.002954153,0.0001424913,0.0001053956,0.0003887157,0.01392097,0.003641905,0.0044241,0.003142592,0.0003160157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003677819,"about_ca_system_score_gemma":0.002084975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003700953,"about_ca_topic_score_gemma":0.006776879,"domain_scores_codex":[0.9991593,0.0003644385,0.00001900315,0.0001025539,0.00006987306,0.0002846755],"domain_scores_gemma":[0.9987043,0.0004687743,0.0003392451,0.00009431962,0.0001360507,0.0002573584],"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":[0.00006192051,0.00005113538,0.01101976,0.0000501122,0.000006924456,0.0008506195,0.08687496,0.0001898452,0.000671822,0.8821941,0.003717138,0.01431175],"study_design_scores_gemma":[0.00003552706,0.000215481,0.04358111,0.0004789873,0.00002010333,0.001290334,0.2297789,0.001389164,0.001268775,0.3938745,0.3280065,0.00006079306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7071,0.002365665,0.002399235,0.04199517,0.0004373062,0.00002730838,0.00003741616,0.0000181904,0.2456196],"genre_scores_gemma":[0.997112,0.0001762258,0.00009481292,0.0005608257,0.00005557549,0.00000491018,0.000003303336,0.000002444631,0.001989829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007079881,"threshold_uncertainty_score":0.02668452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04364780145088053,"score_gpt":0.3792348833119967,"score_spread":0.3355870818611162,"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."}}