{"id":"W4306179708","doi":"10.1145/3495243.3560522","title":"A-mash","year":2022,"lang":"en","type":"article","venue":"Proceedings of the 28th Annual International Conference on Mobile Computing And Networking","topic":"Green IT and Sustainability","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Research Foundation of Korea","keywords":"Mashup; Computer science; World Wide Web; App store; Mobile apps; Key (lock); Mobile device; Variety (cybernetics); Process (computing); Human–computer interaction; Multimedia; Web page; Web navigation; Computer security; Artificial intelligence; 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":[0.0003024002,0.0001042475,0.0001176973,0.00005355152,0.0002202472,0.00004615196,0.0003791067,0.00002299391,0.00003582326],"category_scores_gemma":[0.00001314522,0.0000905365,0.0000501547,0.0001345204,0.00005171054,0.00006261458,0.0003487169,0.0002885537,4.825679e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006497256,"about_ca_system_score_gemma":0.00001191745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007178334,"about_ca_topic_score_gemma":6.143826e-7,"domain_scores_codex":[0.999224,0.000007956617,0.0001883577,0.0001564651,0.0002516785,0.000171509],"domain_scores_gemma":[0.999628,0.00003981465,0.0000756466,0.00005220285,0.0001703139,0.00003402216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002764449,0.0003103093,0.2333448,0.0004538334,0.00036754,0.000004991995,0.0148504,0.1949133,0.003651982,0.1235026,0.01432097,0.4140027],"study_design_scores_gemma":[0.0004504962,0.0002327052,0.007778216,0.0001681959,0.00001773365,0.00002791436,0.008039205,0.9470678,0.0005733319,0.007963249,0.02731985,0.0003613278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807771,0.0001328025,0.00005218638,0.0001559531,0.001007402,0.0001529237,0.00001058582,0.00009293138,0.01761809],"genre_scores_gemma":[0.9994588,0.00002532511,0.00006218114,0.00005361736,0.0001990067,0.00001682026,0.000001763689,0.00001132235,0.0001711487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7521544,"threshold_uncertainty_score":0.3691971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230104918301753,"score_gpt":0.2375908534900951,"score_spread":0.2252898043070775,"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."}}