{"id":"W3092607034","doi":"10.1145/3387905.3388598","title":"Are apps ready for new Android releases?","year":2020,"lang":"en","type":"article","venue":"","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Android (operating system); Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003541035,0.00008220405,0.0001056619,0.00002886728,0.00005206958,0.00005315893,0.0004062837,0.00003702328,0.00001892248],"category_scores_gemma":[0.000176245,0.0000760699,0.00004175364,0.0002156401,0.000009391751,0.0003508832,0.0001122044,0.00006104176,0.00004821385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000166743,"about_ca_system_score_gemma":0.00002674563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009226087,"about_ca_topic_score_gemma":0.000004966181,"domain_scores_codex":[0.9993181,0.000008738625,0.000122455,0.0003060299,0.0000993244,0.0001453487],"domain_scores_gemma":[0.9993674,0.00004972952,0.00009106658,0.0002798861,0.00006000813,0.0001519106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005424498,0.00004078813,0.000138058,0.00005330011,0.00001597169,0.00002463985,0.0002507173,0.0000923303,0.005844219,0.1164419,0.4641861,0.4128577],"study_design_scores_gemma":[0.0005054079,0.0004160948,0.0001644815,0.00001463401,0.000004442507,0.00001792473,0.00004426792,0.02150366,0.1980876,0.0369372,0.7419638,0.0003404466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001037827,0.00004634705,0.9910914,0.005182683,0.00006882005,0.0002424079,0.00000254246,0.001668417,0.00159356],"genre_scores_gemma":[0.06857179,0.00001572014,0.9206162,0.008377963,0.0002203471,0.00005017526,0.000001972124,0.00001604121,0.002129783],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4125173,"threshold_uncertainty_score":0.3102041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06142515868052544,"score_gpt":0.2957690643048608,"score_spread":0.2343439056243353,"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."}}