{"id":"W3128214301","doi":"10.32628/cseit217131","title":"Cloud Systems and Applications : A Review","year":2021,"lang":"en","type":"review","venue":"International Journal of Scientific Research in Computer Science Engineering and Information Technology","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algonquin College","funders":"","keywords":"Cloud computing; Marketing buzz; Computer science; Cloud testing; Service provider; Cloud service provider; Utility computing; World Wide Web; Service (business); Cloud computing security; Service catalog; Computer security; Service design; Business; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008659183,0.000814549,0.001156237,0.003383242,0.0005637554,0.001865797,0.001012111,0.00122235,0.007322886],"category_scores_gemma":[0.002089535,0.0003534538,0.0006475457,0.004869515,0.0005010983,0.002294966,0.000827305,0.00149188,0.002998379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009144212,"about_ca_system_score_gemma":0.002833972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280641,"about_ca_topic_score_gemma":0.003341368,"domain_scores_codex":[0.9994604,0.00008901174,0.00008469666,0.00007109337,0.0002495896,0.00004512359],"domain_scores_gemma":[0.9983494,0.000902995,0.0001422863,0.00005278279,0.0004688202,0.00008366496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004546504,0.00009657745,0.0004186908,0.03290686,0.00008663267,0.0002310903,0.0001664387,0.0004678981,0.00090801,0.007769904,0.07185957,0.8850428],"study_design_scores_gemma":[0.000005518133,0.00004972718,0.0007214161,0.007542999,0.00009849729,0.0006838808,0.00008560548,0.00008570537,0.000174105,0.002178434,0.9883577,0.00001626643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001225483,0.9974137,0.0001388595,0.0003675613,0.0002363762,0.000008831753,0.00002223668,0.000008057378,0.00168192],"genre_scores_gemma":[0.0008463776,0.9979331,0.0001986047,0.0001961836,0.0002435187,0.000007998816,0.00003350815,0.000002411724,0.0005383611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007322886,"threshold_uncertainty_score":0.02449745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874131574223374,"score_gpt":0.3481426784857588,"score_spread":0.3094013627435251,"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."}}