{"id":"W2741480773","doi":"","title":"Turtle Guard: Helping Android Users Apply Contextual Privacy Preferences","year":2017,"lang":"en","type":"article","venue":"Symposium On Usable Privacy and Security","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Android (operating system); Guard (computer science); Computer science; Internet privacy; Computer security; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004274179,0.0003107435,0.000353873,0.0001197887,0.001109679,0.0008721159,0.001968256,0.0001569461,0.00001758568],"category_scores_gemma":[0.0002548615,0.0002879001,0.00008487138,0.0001082458,0.0002234683,0.001907159,0.001223348,0.0003991125,0.00003429156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006459041,"about_ca_system_score_gemma":0.00006780576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000134992,"about_ca_topic_score_gemma":0.00001928158,"domain_scores_codex":[0.9978912,0.0000948177,0.0003350392,0.0008335915,0.0003643045,0.0004810731],"domain_scores_gemma":[0.9975139,0.0001319416,0.0003300826,0.001708795,0.0001189431,0.0001963471],"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":[0.0009621416,0.001691965,0.0382592,0.001107252,0.0004320754,0.0002767209,0.03441294,0.0002218387,0.07538812,0.605697,0.01104335,0.2305074],"study_design_scores_gemma":[0.00353196,0.002143382,0.01240401,0.0005409669,0.00005035811,0.0001725695,0.0002986694,0.02316944,0.4460766,0.3413462,0.1677538,0.002511982],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7244104,0.0003301808,0.2500091,0.004246563,0.001046577,0.001187853,0.00003014181,0.001377229,0.01736199],"genre_scores_gemma":[0.990213,0.0003305066,0.008663815,0.0003651358,0.0001029082,0.00006589816,0.000002994575,0.0000170499,0.0002387257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3706885,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212448652139247,"score_gpt":0.2760884521340007,"score_spread":0.254843586920076,"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."}}