{"id":"W2072834164","doi":"10.1145/2405688.2405694","title":"Towards dependable clients","year":2012,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dependability; Computer science; Self-healing; Autonomic computing; Client-side; Server; Reliability engineering; Distributed computing; Operating system; Software engineering; Cloud computing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004363874,0.0008353581,0.0006598887,0.0007305545,0.001757619,0.005142431,0.003169291,0.004251865,0.007653044],"category_scores_gemma":[0.01176253,0.0009849177,0.0005852406,0.0007075975,0.003351392,0.0112205,0.007109972,0.008368407,0.004479596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001812623,"about_ca_system_score_gemma":0.001462457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405331,"about_ca_topic_score_gemma":0.001127526,"domain_scores_codex":[0.9962797,0.001049161,0.0001327058,0.0006510898,0.001467396,0.0004200345],"domain_scores_gemma":[0.9931365,0.001750484,0.0003355961,0.002198325,0.00183515,0.0007438819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001262766,0.0001024427,0.0005790685,0.0002118633,0.00001822865,0.0003948358,0.001630113,0.006389092,0.009420339,0.909505,0.01505412,0.05656863],"study_design_scores_gemma":[0.00006166533,0.000099139,0.0002975034,0.0001862027,0.00003049167,0.0004327971,0.0007196926,0.06597523,0.0109145,0.7594861,0.1617484,0.00004824255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03222225,0.00323932,0.8505446,0.02285746,0.001153752,0.0002510329,0.0001402859,0.002802424,0.08678884],"genre_scores_gemma":[0.5195685,0.005867773,0.3630419,0.008321514,0.001186064,0.0007888422,0.0004496102,0.001143605,0.09963226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007653044,"threshold_uncertainty_score":0.02560204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578580504478736,"score_gpt":0.2565990363421355,"score_spread":0.2408132312973482,"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."}}