{"id":"W2208409578","doi":"10.1002/9780470396360.oth1","title":"Wiley Series on Parallel and Distributed Computing","year":2008,"lang":"en","type":"other","venue":"","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Library science; Citation; Computer science; Series (stratigraphy); Management","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008467322,0.002138913,0.002615074,0.002559077,0.0006568447,0.0030083,0.001715106,0.001243366,0.1619198],"category_scores_gemma":[0.003760062,0.0007822128,0.000594455,0.004331331,0.0007524044,0.003358196,0.001895069,0.002627552,0.1623453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000790636,"about_ca_system_score_gemma":0.001606136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733348,"about_ca_topic_score_gemma":0.003721636,"domain_scores_codex":[0.9990602,0.00008721306,0.00008475065,0.0001625977,0.0005533107,0.00005181849],"domain_scores_gemma":[0.9972452,0.000714473,0.0001725969,0.0007439127,0.0008555523,0.0002682115],"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":[0.00003459482,0.00003376911,0.00008891919,0.0006711989,0.00002162186,0.00006305465,0.00003812907,0.001608684,0.001046076,0.01593194,0.4353665,0.5450956],"study_design_scores_gemma":[0.000009444052,0.00002012947,0.0001940247,0.0002772953,0.00002155511,0.000239953,0.00002108504,0.004254691,0.0006522129,0.01619964,0.9780919,0.00001806532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001785108,0.04872259,0.281823,0.004600504,0.03401822,0.0003250031,0.004009416,0.01328901,0.6114272],"genre_scores_gemma":[0.005894114,0.02800808,0.05257456,0.0009800692,0.003853446,0.000256654,0.002570764,0.003602779,0.9022594],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8380802,"threshold_uncertainty_score":0.5416759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152231657240875,"score_gpt":0.2240368416269341,"score_spread":0.2125145250545253,"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."}}