{"id":"W2743364405","doi":"10.1109/ict.2017.7998279","title":"RACE: Relinquishment-Aware Cloud Economics Model","year":2017,"lang":"en","type":"article","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Cloud computing; Computer science; Profit (economics); Server; Profit margin; Service provider; Resource allocation; Resource (disambiguation); Computer security; Operations research; Service (business); Computer network; Business; Engineering; Microeconomics; Economics; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.0002815808,0.0001209679,0.0001318901,0.00004022226,0.0006422133,0.0006596544,0.002183945,0.00004602064,0.000008709644],"category_scores_gemma":[0.0000166039,0.0001056435,0.00007737174,0.00002368554,0.00005015211,0.00006006219,0.001642612,0.00009598619,0.0001532322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003976547,"about_ca_system_score_gemma":0.00003078119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003570643,"about_ca_topic_score_gemma":0.000008060118,"domain_scores_codex":[0.9990417,0.00001331775,0.0001749356,0.0004000207,0.000103978,0.0002660097],"domain_scores_gemma":[0.9979737,0.0000194913,0.0001372598,0.001748187,0.00003009067,0.00009121053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006186732,0.0001110674,0.0006895862,0.00001855095,0.00005695835,0.00001814452,0.0006509688,0.452402,0.000009416795,0.3515722,0.05152506,0.1429398],"study_design_scores_gemma":[0.0002420801,0.00001660457,0.0002674564,0.000008144368,0.000003348461,0.000002525549,0.00001711309,0.9798843,0.00008799549,0.00627311,0.01304108,0.0001561995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1945925,0.0000282999,0.716012,0.01006462,0.001162188,0.0001385588,6.974818e-7,0.0003636812,0.07763749],"genre_scores_gemma":[0.9536545,0.00001553155,0.02374072,0.000885195,0.0002460059,0.000004533687,4.491264e-7,0.000009513907,0.02144361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.759062,"threshold_uncertainty_score":0.6361063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542123441731632,"score_gpt":0.2562581903324686,"score_spread":0.2308369559151523,"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."}}