{"id":"W2887445881","doi":"10.1145/3230833.3230870","title":"ToGather","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Malware; Android (operating system); Computer science; Android malware; Popularity; The Internet; Computer security; Mobile malware; World Wide Web; Operating system","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":[0.0007852842,0.001835856,0.0009486977,0.003555748,0.00134542,0.002232876,0.002081051,0.002043791,0.04062222],"category_scores_gemma":[0.007954029,0.0008462826,0.001983884,0.002013121,0.000795811,0.002877223,0.002122499,0.001522437,0.01607259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000659186,"about_ca_system_score_gemma":0.001664305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002926689,"about_ca_topic_score_gemma":0.007652512,"domain_scores_codex":[0.9990978,0.000176795,0.00005824829,0.0002784226,0.0002775906,0.0001111551],"domain_scores_gemma":[0.9968894,0.001649151,0.000223136,0.0009402884,0.0002205951,0.00007738559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000851584,0.0007668435,0.01436384,0.002141981,0.0004194009,0.0007268066,0.0006723976,0.03811964,0.00835726,0.05647478,0.4774092,0.3996962],"study_design_scores_gemma":[0.0004313544,0.0002661796,0.002805726,0.0002629468,0.0001233993,0.001141386,0.0002621275,0.5470651,0.01088471,0.1435673,0.2930634,0.0001263893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07737023,0.003670947,0.4292932,0.004139926,0.001769846,0.002430886,0.07281884,0.3469266,0.06157957],"genre_scores_gemma":[0.3364701,0.00187142,0.4596779,0.002839996,0.0005801057,0.003454169,0.1232055,0.02076243,0.05113843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04062222,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008180879777317731,"score_gpt":0.2578864223420152,"score_spread":0.2497055425646975,"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."}}