{"id":"W2799242029","doi":"10.1109/ic2e.2018.00053","title":"Architecture for Analysis of Streaming Data","year":2018,"lang":"en","type":"article","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Scalability; Microservices; Architecture; Space-based architecture; Asynchronous communication; Maintainability; Reference architecture; Block (permutation group theory); Data architecture","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":[0.000217261,0.00004737981,0.0001102018,0.0001706822,0.00005500476,0.00003107444,0.001287762,0.00001324672,0.000007671434],"category_scores_gemma":[0.00002427981,0.00003475397,0.00005289501,0.0006742764,0.00002897012,0.000008909517,0.0008535078,0.00001936605,0.000001872121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003712046,"about_ca_system_score_gemma":0.000007295209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004651292,"about_ca_topic_score_gemma":0.00006452679,"domain_scores_codex":[0.9994095,0.00001207202,0.00009654521,0.0002653795,0.0001053421,0.0001111712],"domain_scores_gemma":[0.9987019,0.0000853379,0.00004899614,0.001100172,0.00004112503,0.00002248757],"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":[0.00000523209,0.00009445223,0.0009367346,0.00002417215,0.001113022,8.512164e-7,0.000963991,0.01345482,0.0002004253,0.03534751,0.005649959,0.9422088],"study_design_scores_gemma":[0.00006841101,0.00004305727,0.002716294,0.000003752805,0.0001061649,2.056468e-7,0.00002430017,0.9829081,0.0001512018,0.0003218639,0.01360606,0.00005055598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06106162,0.000009591801,0.9347082,0.0004705003,0.00006408276,0.00005915108,0.000006392988,0.00005859654,0.003561836],"genre_scores_gemma":[0.8308421,1.567333e-7,0.1683397,0.0001199974,0.0000731825,9.500077e-7,0.000007181235,0.000002154433,0.0006145314],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9694533,"threshold_uncertainty_score":0.2393003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998099957568615,"score_gpt":0.2940039930881188,"score_spread":0.2540229935124326,"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."}}