{"id":"W2161185769","doi":"10.1145/1740390.1740394","title":"The case for a versatile storage system","year":2010,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of Chicago","keywords":"Computer science; Scalability; Bottleneck; Software deployment; Distributed computing; Computer data storage; Node (physics); Scale (ratio); Converged storage; Embedded system; Information repository; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006397089,0.0005391368,0.0006545946,0.0009735186,0.003693744,0.008658004,0.003372951,0.006720092,0.01208361],"category_scores_gemma":[0.01359116,0.0007868861,0.0006363756,0.001247645,0.006168945,0.03007391,0.007347506,0.005937122,0.004046976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001969218,"about_ca_system_score_gemma":0.002690349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164213,"about_ca_topic_score_gemma":0.001758075,"domain_scores_codex":[0.9957449,0.0009772786,0.0001973936,0.0008504309,0.001426892,0.000803043],"domain_scores_gemma":[0.9868811,0.003471101,0.0006039953,0.004448245,0.00263359,0.001961884],"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":[0.0001669446,0.00006891484,0.001923093,0.0003080928,0.00002891346,0.0008514592,0.0009016905,0.003571462,0.005761418,0.8836379,0.05723333,0.04554671],"study_design_scores_gemma":[0.00008536385,0.0001910609,0.001872159,0.0003749206,0.0000508433,0.002886986,0.001933354,0.01924644,0.004314567,0.4267312,0.5421681,0.0001448258],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1329626,0.02068449,0.2561759,0.2907146,0.005345904,0.0004205032,0.0008609457,0.00354598,0.289289],"genre_scores_gemma":[0.8459471,0.007702516,0.08377364,0.0152479,0.002796824,0.0005289249,0.000393079,0.0009626074,0.04264731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01208361,"threshold_uncertainty_score":0.04042375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02564111703438308,"score_gpt":0.2957139233546717,"score_spread":0.2700728063202886,"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."}}