{"id":"W2113109590","doi":"10.5539/nct.v2n1p62","title":"State of Big Data Analysis in the Cloud","year":2013,"lang":"en","type":"article","venue":"Network and Communication Technologies","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Big data; Cloud computing; Computer science; Data science; Task (project management); State (computer science); Data management; Data processing; Database; Data mining; Operating system; Engineering; Systems engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008136264,0.0007081628,0.0009323388,0.003085544,0.002115999,0.01262871,0.002625552,0.002420324,0.00345964],"category_scores_gemma":[0.01239117,0.0008315492,0.0006722654,0.006893897,0.004582591,0.01969511,0.003132923,0.004821958,0.001570883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004217974,"about_ca_system_score_gemma":0.005457499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004901699,"about_ca_topic_score_gemma":0.003265611,"domain_scores_codex":[0.9954712,0.001035197,0.0002968486,0.0007991701,0.002113933,0.0002836479],"domain_scores_gemma":[0.9801853,0.01028777,0.001401535,0.002274372,0.004451318,0.001399671],"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":[0.0004075535,0.0002920865,0.008981595,0.003950054,0.000124628,0.0001621624,0.0007196512,0.01090306,0.003642587,0.3879764,0.05732085,0.5255194],"study_design_scores_gemma":[0.0000568266,0.0002417625,0.006643453,0.003408697,0.0001196416,0.0004592981,0.001954474,0.08760346,0.006813634,0.2564673,0.636008,0.000223409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03603736,0.5963941,0.1168024,0.148309,0.004537222,0.0002621147,0.001290893,0.001063545,0.09530324],"genre_scores_gemma":[0.4060341,0.5054171,0.0571384,0.01323491,0.01082028,0.000244634,0.001192344,0.0003490485,0.005569195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01262871,"threshold_uncertainty_score":0.04302913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349134815371123,"score_gpt":0.2462249549273039,"score_spread":0.2113114733901916,"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."}}