{"id":"W1982650850","doi":"10.1109/lcnw.2014.6927719","title":"On the analysis of backscatter traffic","year":2014,"lang":"en","type":"article","venue":"","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Backscatter (email); Computer science; Intrusion detection system; Intrusion; Traffic analysis; Open source; Data mining; Remote sensing; Computer security; Telecommunications; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000247459,0.00003374034,0.00007018731,0.00008921212,0.00004476637,0.00002487421,0.0003032805,0.00001794776,0.0003884696],"category_scores_gemma":[0.00001453909,0.00001870399,0.00007563041,0.0007216595,0.00001707715,0.00005525657,0.00003616129,0.00004442603,0.00005790975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003310514,"about_ca_system_score_gemma":0.000002303168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006416267,"about_ca_topic_score_gemma":0.00002887089,"domain_scores_codex":[0.9995787,0.00006001909,0.00008354587,0.0001030999,0.0001129748,0.00006166631],"domain_scores_gemma":[0.9994079,0.0001893936,0.000031281,0.0003367533,0.00001998027,0.00001469137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004852229,0.00006189215,0.00004681068,0.000001861181,0.0001594133,1.301647e-7,0.0004487296,0.02296001,0.0002061933,0.7895426,0.0139183,0.1726493],"study_design_scores_gemma":[0.00003323661,0.00005060498,0.002145076,0.000001791613,0.00002409298,1.93331e-7,0.000003761022,0.9898662,0.001256515,0.002101573,0.004479609,0.000037323],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6360466,0.000004017386,0.3466151,0.002989389,0.000139812,0.00003654866,1.41463e-7,0.00004799803,0.01412041],"genre_scores_gemma":[0.9977195,0.000001582134,0.0004775953,0.001579223,0.00001800905,0.000001322368,2.061578e-7,8.91363e-7,0.0002016933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9669062,"threshold_uncertainty_score":0.425347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009490737850663965,"score_gpt":0.2098153117574554,"score_spread":0.2003245739067915,"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."}}