{"id":"W4412281564","doi":"","title":"Review of State Control over Private Military and Security Companies in Armed Conflict by Hannah Tonkin (CUP 2011)","year":2012,"lang":"en","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Military and Defense Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"State (computer science); Private security; Political science; Computer security; Business; Engineering; Public administration; Computer science","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":[0.004369386,0.0008208151,0.001598745,0.003768871,0.0009136381,0.003606278,0.001056521,0.002726127,0.00443395],"category_scores_gemma":[0.008168347,0.0006606061,0.0005633633,0.007116228,0.001692565,0.003243559,0.00178711,0.002431163,0.0006657966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00330178,"about_ca_system_score_gemma":0.007794611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02874042,"about_ca_topic_score_gemma":0.05811775,"domain_scores_codex":[0.9985428,0.0005498706,0.0002259118,0.0001984769,0.0003339021,0.0001490964],"domain_scores_gemma":[0.9915348,0.006113953,0.0007631936,0.000138983,0.001237298,0.0002117403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003233728,0.00008159292,0.001395102,0.0391948,0.0003787065,0.0001647875,0.001345408,0.0003897909,0.0002571705,0.02172995,0.414241,0.5204983],"study_design_scores_gemma":[0.00006045213,0.000113539,0.01209589,0.05997416,0.0003132166,0.000271679,0.001279326,0.0000721508,0.0001276959,0.005663609,0.9199848,0.00004346794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000882793,0.9947969,0.00001721896,0.003917364,0.0007164911,0.000001846598,0.00002482909,6.653181e-7,0.0004363562],"genre_scores_gemma":[0.002251867,0.9931375,0.00005541433,0.002664632,0.001320081,0.00000855407,0.00003177922,0.000001846866,0.0005283183],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02874042,"threshold_uncertainty_score":0.05714625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779544835978465,"score_gpt":0.3086929240349466,"score_spread":0.2708974756751619,"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."}}