{"id":"W4238631751","doi":"10.1145/2820615","title":"RAIDShield","year":2015,"lang":"en","type":"article","venue":"ACM Transactions on Storage","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"RAID; Computer science; Reliability (semiconductor); Reliability engineering; 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":[0.0001667109,0.0001428297,0.0001354411,0.0002025971,0.0001152358,0.00006998049,0.001801838,0.00009071783,0.00002363627],"category_scores_gemma":[0.0001544559,0.0001355966,0.00005380659,0.0005845734,0.00007196923,0.0009167964,0.00004871959,0.0002910044,0.0004201934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083005,"about_ca_system_score_gemma":0.00005753672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001453711,"about_ca_topic_score_gemma":0.00001142918,"domain_scores_codex":[0.9989184,0.00003211428,0.0001453003,0.000370844,0.0002872566,0.0002460689],"domain_scores_gemma":[0.9976274,0.0001185058,0.00004466872,0.002030226,0.00005802493,0.0001211504],"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":[0.00003851099,0.0003583382,0.00001803844,0.00001005273,0.00005207452,0.0002112451,0.001174438,0.00960164,0.0008362129,0.04050047,0.01047425,0.9367247],"study_design_scores_gemma":[0.00386587,0.002022752,0.0002654328,0.00007492263,0.00005479591,0.0003284398,0.001731258,0.01545644,0.07346743,0.3263264,0.5742157,0.002190575],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001782723,0.00008936052,0.9921748,0.002335585,0.0006178429,0.0001071502,0.00001338007,0.001398366,0.001480762],"genre_scores_gemma":[0.6482399,0.00001564568,0.3504592,0.0004146945,0.00002238527,0.00003527665,0.000001991455,0.00001264913,0.0007982454],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9345341,"threshold_uncertainty_score":0.5529469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05061019071836591,"score_gpt":0.2835157450749115,"score_spread":0.2329055543565456,"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."}}