{"id":"W1617883109","doi":"","title":"The Civil – Military Effort in Afghanistan: A Strategic Perspective","year":2007,"lang":"en","type":"article","venue":"Journal of military and strategic studies","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Afghan; Insurgency; Lawlessness; Government (linguistics); Political science; Strategic goal; Spanish Civil War; National security; Development economics; Political economy; Public administration; Law; Sociology; Economics; Politics; Military science","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":[0.003775217,0.0002007305,0.0003959863,0.0001203381,0.00105852,0.00002768863,0.0002774688,0.00009578065,0.00001538573],"category_scores_gemma":[0.0001436068,0.0001357014,0.0001488873,0.0002534212,0.001180174,0.0001665481,0.00003923032,0.0003867442,0.000001035633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002765828,"about_ca_system_score_gemma":0.0004073002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002389362,"about_ca_topic_score_gemma":0.07863586,"domain_scores_codex":[0.9978706,0.0001664902,0.000680471,0.0002011586,0.0004879654,0.0005933015],"domain_scores_gemma":[0.9985363,0.0004994815,0.0001416593,0.0001357398,0.0004813194,0.0002054938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002708606,0.00008908366,0.0006067378,0.00002869724,0.0001950426,0.0002731086,0.01555778,0.00000466574,0.00002281106,0.9827268,0.00002638826,0.0001980606],"study_design_scores_gemma":[0.0005774865,0.0004378853,0.002450865,0.0001102341,0.00004894685,0.00004046642,0.6591762,0.00000957294,0.000006378044,0.3046297,0.03232292,0.0001893601],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.273799,0.2647834,0.0000103848,0.0003865661,0.0009143469,0.000201102,0.00001970985,0.00001329268,0.4598722],"genre_scores_gemma":[0.9497696,0.04094208,0.00007881586,0.0001176019,0.000521592,0.000002565141,4.519575e-7,0.000008252421,0.008559039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6780971,"threshold_uncertainty_score":0.9381766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05375207567341692,"score_gpt":0.3438766562236709,"score_spread":0.2901245805502539,"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."}}