{"id":"W2527825602","doi":"10.1109/isc2.2016.7580770","title":"Smart city platforms on multitier software-defined infrastructure cloud computing","year":2016,"lang":"en","type":"article","venue":"","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cloud computing; Computer science; Smart city; Analytics; Scalability; Interoperability; Data access layer; Edge computing; Converged infrastructure; Orchestration; Big data; World Wide Web; Utility computing; Database; Cloud computing security; Operating system; Data modeling","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003445022,0.0002654601,0.000245457,0.0001319027,0.0003194787,0.0001598108,0.000945311,0.000132935,0.00004077379],"category_scores_gemma":[0.0001848768,0.0001575683,0.0001118139,0.0002947079,0.00006141655,0.0004074128,0.0006272247,0.0002095622,0.0002950367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103682,"about_ca_system_score_gemma":0.00007097725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000032173,"about_ca_topic_score_gemma":0.000002238376,"domain_scores_codex":[0.9980909,0.00002321577,0.0003338707,0.0005715191,0.0003589765,0.0006214918],"domain_scores_gemma":[0.9985231,0.0004333745,0.0001208866,0.0006624422,0.00009577117,0.0001644485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002778605,0.00007733618,0.05245664,0.00002097922,0.00004574153,0.00003056829,0.000874629,0.0001252729,0.0005450579,0.02333297,0.08970036,0.8327627],"study_design_scores_gemma":[0.009121638,0.001238728,0.4251909,0.0009718862,0.00003209078,0.0002451709,0.00005883335,0.181743,0.0264079,0.1375455,0.2130483,0.004396117],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2702403,0.000006799045,0.7150642,0.0004215141,0.009579396,0.0001043876,3.908799e-7,0.0006587681,0.003924231],"genre_scores_gemma":[0.8436534,0.000002008403,0.1501627,0.001780283,0.002823362,0.000002015041,0.000002196379,0.00002443201,0.001549596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8283665,"threshold_uncertainty_score":0.642545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501124454706053,"score_gpt":0.2289142115794069,"score_spread":0.2139029670323463,"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."}}