{"id":"W2480459063","doi":"10.2139/ssrn.1942274","title":"Cyberwarfare: A Potential Roadmap","year":2011,"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":false,"ca_institutions":"Western University","funders":"","keywords":"Cyberwarfare; Political science; Computer science; Law and economics; Law; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002248223,0.000145436,0.0001786052,0.00009411209,0.001524407,0.00006957416,0.0004356205,0.0001110408,0.0005206054],"category_scores_gemma":[0.0001206779,0.0001369115,0.0001917034,0.0002544214,0.0002884761,0.00034072,0.00005985503,0.001389105,0.0001701153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006550492,"about_ca_system_score_gemma":0.002231482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004163147,"about_ca_topic_score_gemma":0.04553816,"domain_scores_codex":[0.9961317,0.0002223982,0.0002360651,0.0001985438,0.0004687978,0.002742524],"domain_scores_gemma":[0.9994178,0.00002179175,0.0001276201,0.0001308007,0.0001449062,0.0001570195],"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":[0.00005139949,0.0001129303,0.001226529,0.000001395839,0.0001985479,0.00002118449,0.0326882,6.116366e-7,0.00001460045,0.9364433,0.000754112,0.02848721],"study_design_scores_gemma":[0.0005576546,0.0002059823,0.001947451,0.00001306677,0.00007697351,0.0001566097,0.1017254,0.000002026088,0.0000242581,0.8360779,0.05889044,0.000322281],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4309882,0.01365009,0.006315758,0.00757033,0.003021068,0.0004933182,0.000006602038,0.000383737,0.537571],"genre_scores_gemma":[0.9857766,0.007498243,0.00008193849,0.0001443976,0.0008210121,0.00000520427,7.564453e-7,0.0000156762,0.005656184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5547884,"threshold_uncertainty_score":0.9997755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714787056502774,"score_gpt":0.2601517117700812,"score_spread":0.2430038412050535,"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."}}