{"id":"W4410644286","doi":"10.1145/3736758","title":"CI/CD Configuration Practices in Open Source Android Apps: An Empirical Study","year":2025,"lang":"en","type":"article","venue":"ACM Transactions on Software Engineering and Methodology","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Trent University","funders":"","keywords":"Computer science; Android (operating system); Open source; Empirical research; Open source software; World Wide Web; Operating system; Software","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01421521,0.000373248,0.0004293942,0.002581123,0.001698799,0.003622814,0.00151473,0.001115887,0.001455913],"category_scores_gemma":[0.077222,0.0007571919,0.0003406405,0.001982923,0.002816631,0.004905611,0.002910603,0.002021043,0.0003393927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002053526,"about_ca_system_score_gemma":0.003074244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005321001,"about_ca_topic_score_gemma":0.008688668,"domain_scores_codex":[0.9869985,0.005285017,0.001297836,0.001334821,0.004121339,0.0009624634],"domain_scores_gemma":[0.8839195,0.07614893,0.02023785,0.004333161,0.01172014,0.003640431],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001385538,0.0009152525,0.4029278,0.0008462354,0.00004987047,0.001633961,0.5189549,0.0001793979,0.002380937,0.00146472,0.001416019,0.06909243],"study_design_scores_gemma":[0.00002241793,0.0005479347,0.4406226,0.0009566126,0.00005491355,0.001547091,0.5389675,0.001917796,0.0009248863,0.0005721605,0.01377466,0.00009129842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997816,0.0001851282,0.0005077751,0.0002611234,0.000005751761,0.00008879379,0.00004404596,0.00001313185,0.001078254],"genre_scores_gemma":[0.99764,0.0003423964,0.001176462,0.0001494721,0.000008132654,0.000122975,0.00006118869,0.00001832844,0.0004810046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9857848,"threshold_uncertainty_score":0.07517809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275961366964925,"score_gpt":0.4259527718342777,"score_spread":0.2983566351377852,"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."}}