{"id":"W2164901980","doi":"10.1145/2381913.2381922","title":"Babel","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Computer security; Process (computing); Cloud computing; Code (set theory); Set (abstract data type); Source code; Point (geometry); Operating system; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002749083,0.001232237,0.001076119,0.001986839,0.002940894,0.007462236,0.002441495,0.003541514,0.1662237],"category_scores_gemma":[0.01123825,0.001013576,0.000846934,0.001683657,0.002550843,0.01000676,0.004944475,0.003577991,0.1291534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001580892,"about_ca_system_score_gemma":0.002188145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002530748,"about_ca_topic_score_gemma":0.002320322,"domain_scores_codex":[0.9960847,0.001111932,0.0001897074,0.0008739046,0.001203596,0.0005361111],"domain_scores_gemma":[0.9944808,0.001409224,0.000288299,0.001643301,0.001547224,0.000631072],"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":[0.0004314634,0.00006643141,0.0008154112,0.0004547936,0.00003166442,0.0003757807,0.0008166159,0.001889958,0.003354154,0.4059168,0.3357449,0.2501019],"study_design_scores_gemma":[0.00002337529,0.00003665195,0.0001576881,0.0001525502,0.00001188613,0.0004071592,0.0001306408,0.004328844,0.002931801,0.06099995,0.9307672,0.00005229152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006303645,0.00591272,0.4343119,0.0164842,0.006383129,0.0002791652,0.002837079,0.04538347,0.4821047],"genre_scores_gemma":[0.1287933,0.006345597,0.1885916,0.009212717,0.002222595,0.0005751876,0.006153188,0.01584933,0.6422566],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1662237,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206725990374728,"score_gpt":0.25556206235935,"score_spread":0.2434948024556027,"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."}}