{"id":"W2138421691","doi":"10.1145/1062745.1062888","title":"ALVIN","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","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":[0.0005791981,0.0009417461,0.001412322,0.001306297,0.000777762,0.002041152,0.001468226,0.002307023,0.7728232],"category_scores_gemma":[0.002227395,0.0003904296,0.0004986034,0.0008061039,0.0004854517,0.001231756,0.00162547,0.001531619,0.5986074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005136389,"about_ca_system_score_gemma":0.0007685232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081191,"about_ca_topic_score_gemma":0.001121699,"domain_scores_codex":[0.9994001,0.00008003767,0.00002652342,0.0001791191,0.0002027673,0.000111355],"domain_scores_gemma":[0.999035,0.0001916116,0.00006981128,0.0001646588,0.0002116157,0.0003272917],"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":[0.001480422,0.0003497747,0.001101133,0.001404401,0.00005248009,0.0008153737,0.000162432,0.0002041849,0.005727827,0.00671078,0.3828873,0.5991039],"study_design_scores_gemma":[0.0001075616,0.0001645657,0.0008699207,0.0001973263,0.00002590153,0.000522804,0.00008015839,0.0001042551,0.001479518,0.001079899,0.995358,0.00001004786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005353238,0.01302014,0.002401671,0.009664077,0.005581419,0.0002793381,0.007692283,0.001784088,0.9542239],"genre_scores_gemma":[0.0209367,0.004669481,0.001152567,0.001849861,0.0006129847,0.0001386889,0.004358755,0.0002525568,0.9660284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7728232,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006119159753077373,"score_gpt":0.2419799443385786,"score_spread":0.2358607845855012,"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."}}