{"id":"W2947158132","doi":"10.1145/3284748","title":"Countermeasures against Worm Spreading","year":2019,"lang":"en","type":"review","venue":"ACM Computing Surveys","topic":"Vehicular Ad Hoc Networks (VANETs)","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Malware; Countermeasure; Wireless ad hoc network; Computer security; Wireless; Vehicular ad hoc network; Telecommunications; Computer network","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003489231,0.000940348,0.002462173,0.0002805345,0.0001228356,0.0002336842,0.001632432,0.0005975551,0.00002463437],"category_scores_gemma":[0.0003309736,0.000920211,0.0006709324,0.0005944647,0.00004645329,0.0001088005,0.0005119515,0.001313315,0.001169792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004562541,"about_ca_system_score_gemma":0.0001315794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000169604,"about_ca_topic_score_gemma":0.00002764608,"domain_scores_codex":[0.9959342,0.0008941417,0.0009743246,0.0006801591,0.0004693597,0.001047767],"domain_scores_gemma":[0.9962362,0.001436053,0.0002688213,0.001800759,0.00008154517,0.0001766387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[2.093854e-7,0.000007961474,0.00004353878,0.00926833,0.0003379926,0.00003675685,0.00002654757,0.1464036,3.157759e-7,0.000006303108,0.00375814,0.8401104],"study_design_scores_gemma":[0.0001382753,0.0000117883,0.00007244435,0.02004211,0.0002712251,0.00005389848,0.000002785484,0.07826351,4.788916e-7,0.000007410167,0.9000949,0.001041211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001270646,0.9861344,0.004456141,0.000002012347,0.003386562,0.000715663,0.0000357311,0.00117032,0.003972125],"genre_scores_gemma":[0.001926549,0.9952863,0.0006782528,0.00002681579,0.001045906,0.00001280596,0.0004304053,0.0003977226,0.0001952855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8963367,"threshold_uncertainty_score":0.9996079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0589605237571801,"score_gpt":0.298739212478809,"score_spread":0.2397786887216289,"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."}}