{"id":"W3137643997","doi":"","title":"Canada’s Civilian Cyber Warriors and the International Legal Implications of a ‘Strong, Secured, and Engaged’ Cyber Policy","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Mandate; Offensive; Agency (philosophy); National security; Government (linguistics); Political science; Public administration; Peacekeeping; United States National Security Agency; Cyberwarfare; Public relations; Foreign policy; Assertiveness; Business; Computer security; Law; Politics; Engineering; Operations research; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003283871,0.0003343933,0.0003217158,0.002082612,0.03897715,0.01448957,0.001451331,0.004069718,0.008570988],"category_scores_gemma":[0.01057109,0.0003270847,0.0003903156,0.003745527,0.01760756,0.003241536,0.004174821,0.006862783,0.0003108511],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1684792,"about_ca_system_score_gemma":0.267219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99406,"about_ca_topic_score_gemma":0.9965137,"domain_scores_codex":[0.9919288,0.0008488616,0.0001076055,0.0003379552,0.002137578,0.004639242],"domain_scores_gemma":[0.9922123,0.001986816,0.0007085234,0.0002115922,0.002254607,0.002626217],"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":[0.00002821224,0.00003889218,0.009877028,0.00007514301,0.00001387553,0.0004321568,0.02511669,0.0004529677,0.0001756155,0.9114671,0.03974034,0.01258204],"study_design_scores_gemma":[0.00006200924,0.00007875922,0.06901015,0.0009069027,0.00009388286,0.0002780297,0.1547635,0.001635593,0.0005795202,0.07846592,0.6938742,0.0002514819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1643104,0.005610775,0.0008374181,0.2895476,0.0004150046,0.00008231942,0.0003560324,0.00002776232,0.5388127],"genre_scores_gemma":[0.9416845,0.003514915,0.0006252844,0.02191575,0.00009015846,0.00003311444,0.0001201429,0.00001956168,0.03199667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1684792,"threshold_uncertainty_score":0.9644462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006597893021738603,"score_gpt":0.2554971124238452,"score_spread":0.2488992194021066,"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."}}