{"id":"W7027285890","doi":"","title":"Checked-in secret detection in Android apps looking to the future, reflecting on the past.","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Android (operating system); Mobile device; Key (lock); Confidentiality; Mobile apps","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":[0.001062141,0.0003796729,0.0002206821,0.001329078,0.001076668,0.002537786,0.000358595,0.0008630423,0.004356959],"category_scores_gemma":[0.008038426,0.0002406624,0.0002776815,0.0006056862,0.000775118,0.00310207,0.001164311,0.001593785,0.002038495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008288085,"about_ca_system_score_gemma":0.0008771243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005454355,"about_ca_topic_score_gemma":0.01219651,"domain_scores_codex":[0.9991692,0.0001522968,0.00003124685,0.000149408,0.0003447858,0.0001530376],"domain_scores_gemma":[0.996689,0.001496902,0.0003902648,0.0002353294,0.0009379349,0.0002505955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005841193,0.0003168281,0.1093486,0.0006427081,0.00007135251,0.002023286,0.01688569,0.002649013,0.0231329,0.02539829,0.1958928,0.6230545],"study_design_scores_gemma":[0.00006866421,0.0009929119,0.226927,0.00286741,0.0003621809,0.008252501,0.05011073,0.08538555,0.08585862,0.06598987,0.472647,0.0005377048],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7124501,0.02274447,0.0454147,0.05032239,0.004169968,0.0003240853,0.001621417,0.002765598,0.1601873],"genre_scores_gemma":[0.9352406,0.004377293,0.01285142,0.001913712,0.0003762061,0.00004179616,0.0004938619,0.0002857952,0.04441937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005454355,"threshold_uncertainty_score":0.01457542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035638376269101,"score_gpt":0.2867249837847264,"score_spread":0.2663686000220354,"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."}}