{"id":"W2572664398","doi":"10.1109/cloud.2016.0118","title":"Storage Benchmarking for Workload Aware Storage Platform","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ericsson (Canada)","funders":"","keywords":"Benchmarking; Workload; Computer science; Converged storage; Computer data storage; Information repository; Operating system; Storage area network; Database; Distributed computing; Embedded 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":[],"consensus_categories":[],"category_scores_codex":[0.0002458124,0.0002198174,0.0002130303,0.0001699396,0.0001957729,0.0001026788,0.001766103,0.0001282892,0.00005721815],"category_scores_gemma":[0.0001762806,0.0001431053,0.00008342131,0.000334887,0.00009649137,0.001998034,0.0008220111,0.0001030176,0.00008529446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001875061,"about_ca_system_score_gemma":0.0000560031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000394451,"about_ca_topic_score_gemma":0.00003774214,"domain_scores_codex":[0.9983284,0.000009820637,0.0002463308,0.0006277326,0.0002468934,0.0005408563],"domain_scores_gemma":[0.998016,0.0003897402,0.0001238769,0.001303652,0.00008248478,0.00008421935],"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":[0.00002546297,0.00002899716,0.00007347523,0.00001352482,0.00001565057,0.0000259764,0.00006950326,0.00004702714,0.001169613,0.1657808,0.008829718,0.8239202],"study_design_scores_gemma":[0.00606311,0.003446758,0.001664836,0.0008542609,0.00003820366,0.0001389146,0.0005643113,0.07548302,0.06057612,0.3375535,0.5096372,0.003979767],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00334182,0.0001448529,0.9915953,0.001199987,0.0005588896,0.0003377448,0.00003121343,0.001712757,0.001077377],"genre_scores_gemma":[0.5646323,0.00004463146,0.4334539,0.0002513233,0.0001153146,0.0001052371,0.000004299488,0.0000209457,0.001372088],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8199405,"threshold_uncertainty_score":0.5835666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02775260574279124,"score_gpt":0.2639109741412728,"score_spread":0.2361583683984816,"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."}}