{"id":"W4242879510","doi":"10.32920/ryerson.14646930","title":"Toward a Unified Framework for the Heterogeneous Cloud Utilizing Bytecode Containers","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Bytecode; Cloud computing; Container (type theory); Computer science; Distributed computing; Resource (disambiguation); Operating system; Engineering; Java; Computer network","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":[0.003262107,0.001130749,0.001091521,0.001288626,0.001552816,0.006200102,0.004717563,0.002172296,0.002520067],"category_scores_gemma":[0.004142809,0.001302979,0.002291051,0.001199757,0.003741853,0.00721451,0.006492971,0.005848885,0.001952596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0027957,"about_ca_system_score_gemma":0.006201645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009992378,"about_ca_topic_score_gemma":0.007721839,"domain_scores_codex":[0.9974082,0.0004196622,0.0002299283,0.0003006608,0.001163418,0.000478105],"domain_scores_gemma":[0.9971469,0.0003304905,0.0002422943,0.00117324,0.0007032057,0.000403913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002248171,0.0002974097,0.002564603,0.0003840895,0.00009879317,0.0009403175,0.00137996,0.07780781,0.02672248,0.7514026,0.02174469,0.1164324],"study_design_scores_gemma":[0.0000858308,0.0001425443,0.0005414848,0.0003035323,0.00008616262,0.0004776821,0.0002758031,0.6079622,0.03679483,0.1177735,0.2353836,0.0001728537],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004456957,0.000294122,0.9829145,0.0006000552,0.0001486664,0.0002348271,0.0000542197,0.007681963,0.003614633],"genre_scores_gemma":[0.08531798,0.0007555498,0.9027606,0.000498347,0.0001362094,0.0005081564,0.0003870734,0.00293351,0.006702657],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009992378,"threshold_uncertainty_score":0.0202843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0539742402690466,"score_gpt":0.284508679050537,"score_spread":0.2305344387814904,"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."}}