{"id":"W2330589202","doi":"10.1109/mce.2014.2338496","title":"How Data Centers Provide Consumer Services [The Art of Storage]","year":2014,"lang":"en","type":"article","venue":"IEEE Consumer Electronics Magazine","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Cloud computing; Server; Computer data storage; Cloud storage; Data access; Data center; The Internet; Internet of Things; Telecommunications; World Wide Web; Database; Computer network; Operating 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":[0.000746249,0.0002592136,0.0003234005,0.0001051499,0.0001485777,0.0003131347,0.003043357,0.00007105814,0.000006102314],"category_scores_gemma":[0.00006142935,0.0002005915,0.00009193528,0.000311722,0.0001514017,0.0007191191,0.0004685592,0.000382194,0.0001519639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004814426,"about_ca_system_score_gemma":0.0001745376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005700391,"about_ca_topic_score_gemma":0.0004531084,"domain_scores_codex":[0.9977942,0.0002131291,0.0003147821,0.0006523877,0.0004445493,0.0005809974],"domain_scores_gemma":[0.9966575,0.0002531497,0.0002703167,0.002526789,0.0001863865,0.0001058454],"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":[0.0003298474,0.0009964806,0.01533294,0.0008863923,0.001743055,0.00006533518,0.0009827577,0.0004955577,0.2433344,0.04522694,0.3264726,0.3641337],"study_design_scores_gemma":[0.0009792406,0.0001661259,0.0004406803,0.0000725276,0.0001081511,0.00006017361,0.00001617189,0.1676109,0.002739786,0.0004740124,0.8269182,0.000414028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3300593,0.02947396,0.5909802,0.0371518,0.004851692,0.001929604,0.0002001124,0.001126331,0.004226993],"genre_scores_gemma":[0.9947677,0.0004199863,0.0008168014,0.001118162,0.00008399711,0.00001437424,0.00005049157,0.00002564767,0.002702794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6647084,"threshold_uncertainty_score":0.8179885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709665928779279,"score_gpt":0.2276186486706768,"score_spread":0.210521989382884,"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."}}