{"id":"W2078750858","doi":"10.1177/002070200906400209","title":"The Changing Forms and Utility of Force","year":2009,"lang":"en","type":"article","venue":"International Journal Canada s Journal of Global Policy Analysis","topic":"Military and Defense Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Accountability; Private sector; Doctrine; Public relations; National security; Public administration; Vetting; Security forces; Business; Law; Political science; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003526807,0.0004516827,0.0002610041,0.003474055,0.006589947,0.01009044,0.001985187,0.001829241,0.01427285],"category_scores_gemma":[0.007556872,0.0003585243,0.0002769354,0.004215626,0.02193268,0.00790908,0.003253462,0.002365712,0.001318058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03132465,"about_ca_system_score_gemma":0.01275647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5386822,"about_ca_topic_score_gemma":0.740221,"domain_scores_codex":[0.9949794,0.0008514235,0.0001019807,0.0007015875,0.002052694,0.001312809],"domain_scores_gemma":[0.9966089,0.000536552,0.0002558794,0.0003030294,0.001648529,0.0006470915],"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":[0.0001031749,0.00004166471,0.01990667,0.0001639985,0.00003190605,0.0003239519,0.04187886,0.001014301,0.001107155,0.6831824,0.03325278,0.2189931],"study_design_scores_gemma":[0.00001032596,0.00005568031,0.0644413,0.0005132356,0.00001174116,0.0004179805,0.06161959,0.0007581153,0.0002878662,0.05457503,0.8172349,0.00007426317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2178483,0.0146483,0.00681294,0.03620227,0.0006802315,0.00006766686,0.0007392114,0.0001108816,0.7228901],"genre_scores_gemma":[0.9435854,0.00719907,0.002272226,0.002071873,0.0002647446,0.00003201927,0.0002531994,0.00009217789,0.04422933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5386822,"threshold_uncertainty_score":0.9280691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009672248690920876,"score_gpt":0.3241629841978284,"score_spread":0.3144907355069075,"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."}}