{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002066039,0.0002525502,0.0004646864,0.00003971689,0.001008263,0.0005715179,0.00310301,0.0001009286,0.000001463509],"category_scores_gemma":[0.004834313,0.0001605604,0.0001048992,0.0003965882,0.0000846546,0.0006585723,0.0008668978,0.0003595445,0.00006273027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009050231,"about_ca_system_score_gemma":0.00009336901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008729333,"about_ca_topic_score_gemma":0.00005584371,"domain_scores_codex":[0.9979749,0.0001652201,0.0006576591,0.0005504484,0.0002222547,0.0004295709],"domain_scores_gemma":[0.9944184,0.00122872,0.0003314564,0.003679651,0.0002624596,0.00007924512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002533129,0.00003443731,0.00002650258,0.01317301,0.00009636852,0.001400421,0.0003331142,0.0001876442,0.00334474,0.7253401,0.04246754,0.2135936],"study_design_scores_gemma":[0.0007767467,0.0002707027,0.00000468237,0.009025075,0.0001040866,0.01789952,0.001702682,0.1197425,0.0006943417,0.0003838365,0.8481714,0.001224404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005539499,0.2141945,0.7551103,0.004374204,0.007511006,0.00880251,0.0001266379,0.003517827,0.0008235672],"genre_scores_gemma":[0.7742596,0.002815233,0.2177029,0.0004729069,0.0004521702,0.003663191,0.0000191574,0.00007836168,0.0005365122],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8057039,"threshold_uncertainty_score":0.7754845,"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."}}