{"id":"W2790832484","doi":"10.1109/tdsc.2018.2804394","title":"Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark (Web)","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Dependable and Secure Computing","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Anonymity; Computer science; Traffic classification; Network packet; Encryption; Data mining; Feature (linguistics); Computer network; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009403446,0.0002621877,0.0002901113,0.0002203623,0.0007699783,0.0004932469,0.000908292,0.0001296753,0.00002496511],"category_scores_gemma":[0.000004459672,0.0001986346,0.0001311185,0.0007170585,0.00008191814,0.0004398668,0.00001689218,0.000579388,0.00003050587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000434711,"about_ca_system_score_gemma":0.00005506634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001359601,"about_ca_topic_score_gemma":0.002306602,"domain_scores_codex":[0.9978349,0.000239538,0.0004306064,0.0006148579,0.000383221,0.0004969406],"domain_scores_gemma":[0.9990281,0.0003050612,0.0001299619,0.0003455076,0.0001065203,0.00008479446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003069476,0.002388693,0.002842757,0.0007982159,0.0009128386,0.0008829059,0.1382444,0.1603977,0.003636689,0.1100119,0.002290543,0.5772864],"study_design_scores_gemma":[0.0004323191,0.0001443246,0.0002315238,0.0001336124,0.00002571434,0.00008612762,0.0008836389,0.9960085,0.000709827,0.00006834777,0.001013777,0.0002623278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3421839,0.0001097242,0.6556616,0.0003104809,0.0004819316,0.0001280243,0.000002276745,0.0001093962,0.001012714],"genre_scores_gemma":[0.9950498,0.00002096962,0.003698628,0.0009680084,0.0001907027,0.000005071568,0.000001306496,0.00001409784,0.00005144911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8356107,"threshold_uncertainty_score":0.8100085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434955823400224,"score_gpt":0.2460963014911933,"score_spread":0.2317467432571911,"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."}}