{"id":"W3118571333","doi":"10.1145/3423088","title":"Reliability of SSDs in Enterprise Storage Systems","year":2021,"lang":"en","type":"article","venue":"ACM Transactions on Storage","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; RAID; Firmware; Vendor; Reliability (semiconductor); Computer data storage; NAND gate; Flash (photography); Embedded system; Operating system; Database; Reliability engineering; Algorithm; Logic gate","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":[0.0003196973,0.0002020563,0.0003603911,0.0002956117,0.00008535073,0.00005280913,0.001461553,0.0001498098,0.00002914528],"category_scores_gemma":[0.0002929103,0.0002074601,0.0001073652,0.001176227,0.0001193766,0.0008455638,0.0000928879,0.0004498745,0.00002995007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561125,"about_ca_system_score_gemma":0.0001233168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008126371,"about_ca_topic_score_gemma":0.00004570725,"domain_scores_codex":[0.9980626,0.0001491215,0.0004658167,0.0006494868,0.0003634931,0.0003094797],"domain_scores_gemma":[0.9961647,0.0003252068,0.0001320622,0.003168753,0.0001444222,0.00006485784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002668331,0.006369974,0.001951368,0.001030889,0.0002070461,0.003191613,0.006183001,0.6425793,0.05964902,0.02892305,0.001332248,0.2483157],"study_design_scores_gemma":[0.01521886,0.003577424,0.04806265,0.002989358,0.0002731761,0.00117464,0.01135188,0.2846126,0.4451279,0.07707441,0.1027998,0.007737305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09119298,0.000336224,0.9066077,0.0003140478,0.0006982227,0.0001991984,0.00007419867,0.0003773689,0.0002000215],"genre_scores_gemma":[0.9394339,0.00009615617,0.06010097,0.00004701831,0.000009485695,0.00005507178,0.000005163175,0.00001456866,0.0002377158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8482409,"threshold_uncertainty_score":0.8459979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728836620771022,"score_gpt":0.261391277460515,"score_spread":0.2441029112528048,"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."}}