{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00255373,0.0003124883,0.0005014008,0.001056564,0.0006012362,0.001055478,0.0006498245,0.0005108186,0.001029423],"category_scores_gemma":[0.01544323,0.0003528809,0.0002449114,0.001260863,0.0009948238,0.001945699,0.0005717281,0.0005564616,0.0002287975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326666,"about_ca_system_score_gemma":0.0007070266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004659668,"about_ca_topic_score_gemma":0.003288472,"domain_scores_codex":[0.9976074,0.0006925954,0.0001539467,0.0005420626,0.0007592425,0.0002448322],"domain_scores_gemma":[0.9774681,0.01462759,0.001854819,0.001931447,0.003875771,0.0002422027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001253829,0.000426235,0.4189731,0.0009088275,0.0002582506,0.001990563,0.003586147,0.408667,0.03970224,0.01899746,0.004329588,0.1009067],"study_design_scores_gemma":[0.00004933323,0.001671641,0.3678601,0.0001549023,0.0001856214,0.002953256,0.003704902,0.5563495,0.03794612,0.02244932,0.006559757,0.0001155668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98215,0.00150969,0.01124627,0.00028564,0.00001416133,0.00003758911,0.0003780304,0.0001516495,0.004227031],"genre_scores_gemma":[0.9988714,0.00009931956,0.0006397032,0.00001086541,0.000008220146,0.000005634815,0.00006796046,0.000008860397,0.0002880671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004659668,"threshold_uncertainty_score":0.01350558,"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."}}