{"id":"W2955663470","doi":"10.1057/s41284-019-00186-6","title":"Review of Dyer-Witheford, N., & Matviyenko, S. (2019). Cyberwar and Revolution: Digital Subterfuge in Global Capitalism","year":2019,"lang":"en","type":"article","venue":"Security Journal","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Cyberwarfare; Capitalism; Airport security; Political science; Economic history; Law; Computer security; History; Computer science; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.00132477,0.0001801022,0.0004740715,0.00007125569,0.0002846643,0.0001160658,0.000297557,0.0001659558,0.000487938],"category_scores_gemma":[0.0003143818,0.0001656702,0.0001583839,0.0003986253,0.000392464,0.0007299929,0.000142448,0.0004834589,0.00009904453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224922,"about_ca_system_score_gemma":0.0002262608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431493,"about_ca_topic_score_gemma":0.005448437,"domain_scores_codex":[0.9979886,0.0002171553,0.0005390171,0.0002469608,0.0005580904,0.0004501356],"domain_scores_gemma":[0.9990095,0.00007095087,0.0002894265,0.0002021399,0.0002364165,0.0001916055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002241716,0.0009131638,0.4338471,0.005703911,0.0004050983,0.0001123438,0.1235172,0.000002318348,0.00001938674,0.2765236,0.1346342,0.02409748],"study_design_scores_gemma":[0.001363172,0.0001388706,0.02615274,0.007797404,0.00007027923,0.0003087467,0.009868431,0.000002589374,0.000003329171,0.07747994,0.8762128,0.0006016849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.783337,0.1630095,0.00001007743,0.0066646,0.0007787272,0.000461375,0.0001340543,0.00003371959,0.04557097],"genre_scores_gemma":[0.8918675,0.1069294,0.00005914767,0.0004806567,0.0002435872,0.000002983289,0.000009278153,0.000009150335,0.0003982793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7415786,"threshold_uncertainty_score":0.6755835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008797349870845303,"score_gpt":0.2814111450566714,"score_spread":0.2726137951858261,"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."}}