{"id":"W2147386417","doi":"","title":"From Dogs of War to Soldiers of Peace: Evaluating Private Military and Security Companies as a Civilian Protection Force","year":2010,"lang":"en","type":"article","venue":"Journal of military and strategic studies","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Appeal; Private security; Business; Misconduct; Intuition; Work (physics); Public relations; Political science; Law; Public administration; Engineering; Psychology","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":[0.01029571,0.0005013419,0.0005983337,0.001682312,0.003574748,0.004838838,0.001266329,0.002837454,0.008704897],"category_scores_gemma":[0.05363691,0.0003348629,0.0005516341,0.001242208,0.003766695,0.004460761,0.003119569,0.002908221,0.0008232127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006808009,"about_ca_system_score_gemma":0.002630055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403526,"about_ca_topic_score_gemma":0.0275017,"domain_scores_codex":[0.9929837,0.004044985,0.0003778176,0.0004482934,0.001244346,0.0009008718],"domain_scores_gemma":[0.9262225,0.04549205,0.01309101,0.001546156,0.00557352,0.008074773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006498103,0.009496525,0.8941373,0.000409805,0.00034672,0.001253612,0.008990554,0.009922742,0.0008441363,0.01772609,0.006600944,0.04377358],"study_design_scores_gemma":[0.0009307989,0.01342792,0.8025804,0.0005180314,0.0005497379,0.0006155536,0.1109037,0.03302804,0.002693279,0.01938581,0.01521061,0.0001560708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898064,0.000349574,0.0004237872,0.000781033,0.00002684256,0.000203138,0.0001575942,0.00000317887,0.008248664],"genre_scores_gemma":[0.9977182,0.0001715754,0.0003431004,0.0001744403,0.0000267014,0.0001748206,0.0003153474,0.000002725751,0.00107319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01403526,"threshold_uncertainty_score":0.05444956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07375500820809536,"score_gpt":0.3037378780501716,"score_spread":0.2299828698420762,"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."}}