{"id":"W1506939014","doi":"10.1007/978-0-387-68768-1_5","title":"Towards Sound Detection of Virtual Machines","year":2007,"lang":"en","type":"book-chapter","venue":"Advances in information security","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Sound (geography); Computer science; Acoustics; Physics","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"],"consensus_categories":[],"category_scores_codex":[0.0004717777,0.000317474,0.0003892446,0.0008915728,0.00007023026,0.00005371377,0.0006569169,0.000352892,0.0000312673],"category_scores_gemma":[0.0001143988,0.0003376646,0.000124016,0.0002290092,0.0001279721,0.006602284,0.000266484,0.0005672729,0.00004055204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266733,"about_ca_system_score_gemma":0.00005745404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002029346,"about_ca_topic_score_gemma":0.0001825209,"domain_scores_codex":[0.9979092,0.0000174624,0.001012162,0.0002585648,0.0005758313,0.0002268127],"domain_scores_gemma":[0.9979908,0.0001042329,0.0009267716,0.0005762812,0.0003419597,0.0000599624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002346259,0.000007667529,0.000003528917,0.00008549057,0.000005622491,0.000001723169,0.0005256733,0.0001502785,0.000007835232,0.4411103,0.000009833741,0.5580686],"study_design_scores_gemma":[0.0002914578,0.0002349472,0.00002972967,0.0001294236,0.000005747794,0.00003036293,0.000027144,0.003275963,0.006908378,0.6539705,0.3346397,0.0004566307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00003350117,0.0005215622,0.7499347,0.00001322719,0.0006163393,0.0002831458,0.00002437182,0.0003246886,0.2482485],"genre_scores_gemma":[0.8541388,0.009172905,0.1278998,0.001075072,0.0004908715,0.0001667441,0.0001809631,0.0001137014,0.006761151],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8541053,"threshold_uncertainty_score":0.9999076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067743188767774,"score_gpt":0.2783513328996914,"score_spread":0.2676739010120137,"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."}}