{"id":"W2108441456","doi":"10.1145/1809198.1809207","title":"Mashup environments in software engineering","year":2010,"lang":"en","type":"article","venue":"","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Mashup; Interoperability; Computer science; Software engineering; World Wide Web; Software; Web application; Data science; Web service; Web 2.0; Programming language","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":[0.0001274624,0.0001125629,0.000117804,0.0002467488,0.00004083709,0.0001102079,0.0001543684,0.00005969155,0.000496054],"category_scores_gemma":[0.0001018548,0.0001021132,0.00003901907,0.000337171,0.00001195023,0.0006058984,0.00007697551,0.0001728188,0.0003616583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005992228,"about_ca_system_score_gemma":0.000003842551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003006899,"about_ca_topic_score_gemma":0.0001464893,"domain_scores_codex":[0.999324,6.006842e-7,0.0001534439,0.0001930497,0.000133192,0.0001956977],"domain_scores_gemma":[0.9997692,0.00001012395,0.00004093007,0.0001573228,0.00001549409,0.000006949145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000196404,0.0003765896,0.8698648,0.0003926328,0.00005574973,0.00004421952,0.00005058052,0.03654064,0.02466985,0.02053463,0.001039111,0.04641162],"study_design_scores_gemma":[0.001324382,0.000002892142,0.1487447,0.00008390129,0.00009532015,0.000003075639,0.00009899299,0.6711289,0.000670163,0.002853616,0.1738426,0.001151423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742842,0.00002353063,0.02174377,0.000400826,0.0003079777,0.0000601518,3.215888e-7,0.0001857119,0.002993526],"genre_scores_gemma":[0.9963579,0.000002806507,0.002196769,0.0004903035,0.000369968,0.0000101082,0.0000099062,0.0000195839,0.0005426731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.72112,"threshold_uncertainty_score":0.5431443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006062614596645486,"score_gpt":0.1717862227863526,"score_spread":0.1657236081897071,"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."}}