{"id":"W3023529513","doi":"10.5555/3370272.3370279","title":"AndroVul: a repository for Android security vulnerabilities.","year":2019,"lang":"en","type":"article","venue":"Espace ÉTS (ETS)","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Android (operating system); Computer security; Computer science; Internet privacy; Security bug; Information security; Software security assurance; Operating system; Security service","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":[],"consensus_categories":[],"category_scores_codex":[0.0003220859,0.0001877128,0.000238138,0.0001203887,0.0001554569,0.0001355058,0.0005912882,0.0001141512,0.00002718089],"category_scores_gemma":[0.0001138328,0.0001876958,0.0001154945,0.0002573397,0.00005036486,0.0007417434,0.0002131359,0.0002027408,0.00004863286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001223572,"about_ca_system_score_gemma":0.00006921056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002742542,"about_ca_topic_score_gemma":0.00001052061,"domain_scores_codex":[0.9984992,0.00007007793,0.0002252595,0.000615883,0.0002405238,0.0003490638],"domain_scores_gemma":[0.9983727,0.0002270804,0.0001341619,0.00100502,0.0001548258,0.0001061746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001085903,0.001459492,0.01047727,0.001976833,0.000334754,0.0002263235,0.02614992,0.002765776,0.1991749,0.5083727,0.1637665,0.08420961],"study_design_scores_gemma":[0.0017703,0.001320921,0.0006466631,0.0001083425,0.00001539423,0.0002443621,0.0004845961,0.03816957,0.5829692,0.06220266,0.3108883,0.001179735],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08933207,0.0002400479,0.8978534,0.001030535,0.001463691,0.001211775,0.000009888186,0.001732368,0.007126241],"genre_scores_gemma":[0.9402212,0.00001051586,0.05476111,0.0002449138,0.00012002,0.0001600636,0.000001896571,0.00002506367,0.004455241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8508891,"threshold_uncertainty_score":0.7654013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006786067193766351,"score_gpt":0.2454725497950035,"score_spread":0.2386864826012371,"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."}}