{"id":"W2597098203","doi":"10.1109/icpc.2017.25","title":"Comprehension of Ads-Supported and Paid Android Applications: Are They Different?","year":2017,"lang":"en","type":"article","venue":"","topic":"Green IT and Sustainability","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Android (operating system); Computer science; Revenue; App store; World Wide Web; Mobile apps; Internet privacy; Advertising; Business","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":[0.00410952,0.0004021638,0.0004434898,0.002093864,0.0007572082,0.005052725,0.0006670566,0.00158731,0.004245536],"category_scores_gemma":[0.03905796,0.0004464192,0.0005564303,0.001212299,0.003277022,0.01158214,0.001645077,0.00171855,0.001250079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333807,"about_ca_system_score_gemma":0.001112657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003964695,"about_ca_topic_score_gemma":0.002712016,"domain_scores_codex":[0.9944506,0.002000787,0.0003280252,0.0007382372,0.002017357,0.0004650947],"domain_scores_gemma":[0.9755598,0.01568994,0.0036458,0.0007116667,0.003415233,0.000977623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003768317,0.0003116221,0.1699321,0.000664701,0.0000434098,0.001417188,0.6978804,0.0001280566,0.007452936,0.01072934,0.006841746,0.1042216],"study_design_scores_gemma":[0.00003496732,0.0003891673,0.492808,0.0007310567,0.00006592147,0.001873299,0.4369407,0.00138224,0.002080758,0.01036568,0.05317399,0.0001541935],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696248,0.001913938,0.002638448,0.004992811,0.00008274764,0.00007643096,0.0002526236,0.00007921245,0.02033892],"genre_scores_gemma":[0.9932943,0.0007368569,0.001209963,0.001183698,0.00007714624,0.00005026008,0.0002803892,0.0001085208,0.00305889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005052725,"threshold_uncertainty_score":0.02173346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077731621061604,"score_gpt":0.2220371266712027,"score_spread":0.2112598104605866,"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."}}