{"id":"W4237432822","doi":"10.1145/2020976.1958787","title":"Abstract only","year":2011,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Exploit; Electricity; Data center; Workload; Computer science; Electricity market; Service (business); Business; Operating system; Computer security; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0001965227,0.0002141103,0.0001645458,0.0001389629,0.00009069896,0.00008246183,0.001635558,0.00006948773,0.0000353177],"category_scores_gemma":[0.01319335,0.000204182,0.00009754434,0.0002975889,0.00001691691,0.00005539966,0.0007483155,0.0001961272,0.0001695958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003095281,"about_ca_system_score_gemma":0.00002570153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000623958,"about_ca_topic_score_gemma":0.000001488191,"domain_scores_codex":[0.9987478,0.000008567255,0.000217834,0.0003907474,0.0002337789,0.0004013006],"domain_scores_gemma":[0.9929767,0.00567408,0.00006100235,0.001120539,0.00004203556,0.0001256579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001430604,0.0004953591,0.4234103,0.0004350175,0.0002623073,0.0005005249,0.007482,0.01492337,0.0009625595,0.02598236,0.003133205,0.5223987],"study_design_scores_gemma":[0.0002944262,0.00008552864,0.9859214,0.0001330642,0.00001331743,0.00003904993,0.00001107221,0.003080886,0.002315635,0.0002749059,0.007155605,0.0006751082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7874142,0.0003258553,0.207599,0.0002038026,0.0009647901,0.0001535705,0.000001795234,0.003132144,0.0002048867],"genre_scores_gemma":[0.8373485,0.000001976954,0.1623293,0.0001169442,0.0001001047,0.000005915788,0.000001053186,0.00002213511,0.00007403199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5625111,"threshold_uncertainty_score":0.9951189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308883506405169,"score_gpt":0.2104157602749232,"score_spread":0.1873269252108715,"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."}}