{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00312214,0.0002350374,0.0002070598,0.002149387,0.0006246757,0.002177109,0.0004226968,0.0004687075,0.002028283],"category_scores_gemma":[0.03595323,0.0002396078,0.0003638265,0.001307697,0.001086873,0.004091045,0.0009088338,0.000740229,0.0006923428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005230799,"about_ca_system_score_gemma":0.0009973324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003617109,"about_ca_topic_score_gemma":0.005311598,"domain_scores_codex":[0.9972786,0.0004447573,0.0003132211,0.0004805993,0.001216093,0.000266697],"domain_scores_gemma":[0.9611845,0.01721778,0.01248841,0.001343657,0.006642961,0.001122662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002083032,0.00005723689,0.8477892,0.0008118793,0.00007651558,0.001013994,0.03567658,0.000220411,0.006142491,0.001695558,0.00347849,0.1028293],"study_design_scores_gemma":[0.000005367033,0.0001658746,0.9448268,0.0004918005,0.00007140719,0.001521242,0.03488052,0.0005289825,0.002027854,0.0007878663,0.01463153,0.0000608369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839532,0.001506379,0.002922059,0.001993028,0.00007129924,0.00009395108,0.001037048,0.0001613257,0.008261823],"genre_scores_gemma":[0.996622,0.000676832,0.001056781,0.0001990498,0.00002951129,0.00003667843,0.0003210205,0.00003904852,0.001019102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003617109,"threshold_uncertainty_score":0.01651162,"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."}}