{"id":"W4230313894","doi":"10.31228/osf.io/tsdfb","title":"Cybersecurity for Elections: A Commonwealth Guide on Best Practice","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; Government of the United Kingdom; University of Oxford; Foreign and Commonwealth Office; Yale University","keywords":"Cornerstone; Compromise; Voting; Democracy; Computer security; Political science; Internet privacy; Public relations; Electronic voting; Social media; Computer science; Law; Politics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01288533,0.002032432,0.001474558,0.006881102,0.004418628,0.01367529,0.004972767,0.01517712,0.03991598],"category_scores_gemma":[0.02770857,0.001953664,0.001376274,0.005977244,0.01156518,0.0154874,0.008631875,0.01036429,0.03558273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007314083,"about_ca_system_score_gemma":0.01849193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01839247,"about_ca_topic_score_gemma":0.02220207,"domain_scores_codex":[0.9856952,0.005322529,0.001451307,0.0008443689,0.005566289,0.001120401],"domain_scores_gemma":[0.987603,0.006102191,0.0006808957,0.001408019,0.003148607,0.001057383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001894777,0.0001791877,0.0003255767,0.0006137165,0.00002042737,0.0002254614,0.001235387,0.00200464,0.0003374992,0.3198455,0.4832801,0.1919136],"study_design_scores_gemma":[0.000007592724,0.00002949367,0.0001866391,0.001137161,0.000005680817,0.0001050958,0.0003542716,0.0003680752,0.00009070872,0.07699135,0.9207,0.00002408257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001064476,0.08197027,0.181858,0.1505539,0.007851527,0.00127899,0.0008203033,0.00372875,0.5708737],"genre_scores_gemma":[0.04301433,0.1429362,0.2305872,0.06858715,0.006012042,0.004774476,0.001394194,0.003333606,0.4993607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03991598,"threshold_uncertainty_score":0.1335322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06756007816812416,"score_gpt":0.3684254676538954,"score_spread":0.3008653894857712,"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."}}