{"id":"W3006036681","doi":"10.1145/2189750.2150989","title":"Cosmic rays don't strike twice","year":2012,"lang":"en","type":"article","venue":"ACM SIGARCH Computer Architecture News","topic":"Radiation Effects in Electronics","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dram; Computer science; Set (abstract data type); Terabyte; Memory errors; Field (mathematics); Soft error; Reliability engineering; Computer hardware; Engineering; Operating system; Electronic engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002915272,0.0003658404,0.0003116776,0.0002348266,0.00009989857,0.00006575462,0.0008486759,0.0001453538,0.00007393282],"category_scores_gemma":[0.00008030346,0.0003495462,0.000131959,0.0003849516,0.00005524651,0.0001888881,0.0002116745,0.0008294443,0.0001685519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919911,"about_ca_system_score_gemma":0.0000396014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002177615,"about_ca_topic_score_gemma":0.00003107155,"domain_scores_codex":[0.9978384,0.0001437478,0.0003070414,0.0002881737,0.0003703173,0.001052321],"domain_scores_gemma":[0.9979135,0.0007042537,0.00004615747,0.0009958175,0.00003247867,0.0003078196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001869218,0.00005241983,0.001022972,0.00008524475,0.0001321566,0.000005608055,0.001593104,0.5887985,0.002739528,0.0003762637,0.02364972,0.3815258],"study_design_scores_gemma":[0.001798196,0.0004538416,0.01045876,0.00007439015,0.0000806523,0.0002382451,0.00001969059,0.3010457,0.007324587,0.004585553,0.6724414,0.00147904],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4161599,0.002044066,0.573287,0.000581827,0.002622057,0.0006765699,0.00001448553,0.001417091,0.003197073],"genre_scores_gemma":[0.9524033,0.0000451297,0.04405808,0.0008601458,0.002399771,0.00004395057,0.00003184571,0.0001111554,0.00004663252],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6487917,"threshold_uncertainty_score":0.9998956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007157630022584263,"score_gpt":0.2184098578371754,"score_spread":0.2112522278145911,"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."}}