{"id":"W2484233765","doi":"10.22215/etd/2007-06184","title":"Performance modeling of replication techniques in parallel and distributed layered service architectures","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage","funders":"","keywords":"Replication (statistics); Computer science; Distributed computing; Mathematics; Statistics","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":[0.0005809519,0.0002219262,0.0003598783,0.0002193014,0.00004832142,0.00005246667,0.0005754657,0.0002569019,0.000001670469],"category_scores_gemma":[0.00003201283,0.0002033297,0.00003925343,0.0005903383,0.00001025252,0.0001489775,0.00005564564,0.0002402282,0.000001225706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003530928,"about_ca_system_score_gemma":0.00006647349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006078801,"about_ca_topic_score_gemma":0.0008205152,"domain_scores_codex":[0.9982787,0.00003803501,0.0006157113,0.0005721163,0.0002662104,0.0002291671],"domain_scores_gemma":[0.9986296,0.00003959529,0.0002747662,0.000754236,0.0002500754,0.00005178157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001272221,0.0008242948,0.01358354,0.01023262,0.0002063109,0.0000347459,0.01205233,0.2487929,0.01531175,0.02724325,0.0007416836,0.6697044],"study_design_scores_gemma":[0.0001999056,0.00003891095,0.01274678,0.0005250777,0.000004867313,0.0000072609,0.0001344426,0.9825744,0.002868159,0.000414701,0.0002081598,0.0002773081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.440751,0.0003411769,0.553555,0.00009495527,0.00008444789,0.0004758003,0.00003402793,0.0001673445,0.004496255],"genre_scores_gemma":[0.9817212,0.00008470551,0.01730625,0.0000550436,0.00002110333,0.00005638345,0.0005852193,0.00001214515,0.000157931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7337816,"threshold_uncertainty_score":0.8291546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677291728175213,"score_gpt":0.2864006857488477,"score_spread":0.2696277684670956,"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."}}