{"id":"W2966632201","doi":"10.1109/mise.2019.00022","title":"Enabling Model-Driven Software Development Tools for the Internet of Things","year":2019,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Testbed; Key (lock); Software; Process (computing); Software engineering; World Wide Web; 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":[0.0001786904,0.0001060526,0.0001268249,0.00005223192,0.00005743204,0.000119174,0.001296616,0.00003706773,0.00001894103],"category_scores_gemma":[0.000009066882,0.00006259446,0.00005980376,0.0001525737,0.000009373943,0.0005472779,0.0004188828,0.00007384724,0.00002466104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001308679,"about_ca_system_score_gemma":0.00007665832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005625257,"about_ca_topic_score_gemma":0.0000318958,"domain_scores_codex":[0.9991295,0.00001052447,0.0002106075,0.0002537579,0.000198838,0.0001967203],"domain_scores_gemma":[0.9989657,0.0003901411,0.0000865094,0.0004109027,0.0001136294,0.00003315635],"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":[0.00008073218,0.0001509741,0.002827078,0.000575041,0.0003097415,0.000001385614,0.110295,0.05815571,0.007124439,0.1823794,0.0005422286,0.6375583],"study_design_scores_gemma":[0.0003506933,0.00005592925,0.0002266442,0.00006790229,0.000007442614,0.00000222443,0.0003628613,0.934427,0.04356495,0.002150806,0.01860952,0.0001740049],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05374292,0.00006082955,0.944269,0.000485987,0.0001803102,0.0003255451,6.498643e-7,0.00009504813,0.0008396749],"genre_scores_gemma":[0.544176,0.000003023798,0.4523255,0.002799206,0.00001710964,0.00002569443,0.000003873665,0.000007495752,0.0006420719],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8762713,"threshold_uncertainty_score":0.2552528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019842219610943,"score_gpt":0.2305605761808123,"score_spread":0.2103621539847029,"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."}}