{"id":"W7099827080","doi":"","title":"WORMULATOR: A SIMULATOR FOR RAPIDLY SPREADING MALWARE","year":2009,"lang":"en","type":"article","venue":"","topic":"Diverse Academic Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Datagram; Set (abstract data type); User Datagram Protocol; Malware; Communications protocol; Flash (photography)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007514422,0.00008100738,0.0001367703,0.00007000252,0.0005929361,0.00007431221,0.0002896794,0.00008501506,0.0003207301],"category_scores_gemma":[0.001053133,0.00006997217,0.0000858351,0.0002084962,0.0001128568,0.0002981201,0.00003974629,0.00009581742,0.00008758333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107156,"about_ca_system_score_gemma":0.00008995954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001572183,"about_ca_topic_score_gemma":0.0000580441,"domain_scores_codex":[0.9987309,0.00004690857,0.000125905,0.0001969712,0.0004023041,0.0004969939],"domain_scores_gemma":[0.9992275,0.0003586012,0.00003155328,0.0001089999,0.000117253,0.0001561015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009329049,0.00009180747,0.00875202,0.00001942512,0.00009031773,0.000007529272,0.02003722,0.0001312368,0.0006100981,0.6239263,0.2496258,0.09661491],"study_design_scores_gemma":[0.0006296264,0.0001040466,0.002538245,0.0000243447,0.00001455367,1.447392e-7,0.009874664,0.0005152989,0.0003169486,0.01901924,0.9667238,0.0002391005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1546563,0.0009155222,0.004051225,0.02752752,0.0005670813,0.002545021,0.00002570131,0.0008269501,0.8088847],"genre_scores_gemma":[0.98156,0.0001442498,0.001172784,0.0008662442,0.0003427382,0.00001309627,0.000001018292,0.000005103507,0.01589476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8269038,"threshold_uncertainty_score":0.4560445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0591726450241121,"score_gpt":0.4199603233702069,"score_spread":0.3607876783460948,"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."}}