{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006750084,0.0001619824,0.000569395,0.005711165,0.0001876225,0.001822173,0.002972079,0.0001079582,5.671782e-7],"category_scores_gemma":[0.0002369441,0.0001320153,0.00007550995,0.004444501,0.0004738346,0.0006886004,0.002070969,0.0007569131,0.000006422619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002384027,"about_ca_system_score_gemma":0.0005381213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001991765,"about_ca_topic_score_gemma":8.395744e-8,"domain_scores_codex":[0.9968987,0.00007690855,0.001003097,0.0003476523,0.001332,0.0003416497],"domain_scores_gemma":[0.9973351,0.0002112899,0.0004320454,0.0004714385,0.001424207,0.0001259085],"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":[1.546691e-7,0.00001318736,6.840592e-7,0.001724422,0.00001868729,0.00001662236,0.00004032332,0.0009002892,2.262615e-7,0.04213224,0.0002441106,0.9549091],"study_design_scores_gemma":[0.00007958346,0.00003979741,9.350892e-7,0.01879576,0.0000066731,0.0008777393,0.00001355353,0.07086451,0.000001056537,0.0001356447,0.9090718,0.0001129736],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001650917,0.7921352,0.2048289,0.0006818603,0.001968663,0.0003017998,0.000001614723,0.000035182,0.00003022534],"genre_scores_gemma":[0.0001428016,0.9897872,0.009784825,0.00002453517,0.0002020333,0.00003780833,0.000002004199,0.000004630458,0.00001415275],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9547961,"threshold_uncertainty_score":0.9992141,"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."}}