{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006324023,0.0002946769,0.0003836629,0.0000836604,0.000103289,0.0001486749,0.0005263684,0.000201706,0.00006329289],"category_scores_gemma":[0.00001042925,0.0002430657,0.00005376798,0.0001917206,0.00007499163,0.00009521739,0.0001852397,0.0001649665,0.000126001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001967003,"about_ca_system_score_gemma":0.00003370229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001456022,"about_ca_topic_score_gemma":0.00003425202,"domain_scores_codex":[0.9986668,0.00003939539,0.0002175126,0.0005394122,0.000243608,0.0002933335],"domain_scores_gemma":[0.999111,0.00002856081,0.0001633716,0.000560642,0.00002546296,0.0001109588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002280463,0.00002605131,0.00006846363,0.00003523897,0.00002756405,0.0000522161,0.00004283322,0.00006394892,8.468063e-7,0.02854881,0.9662454,0.004886325],"study_design_scores_gemma":[0.0002670041,0.00005775792,0.000252373,0.0003309034,0.000002552622,0.00008543098,0.000009166077,0.005226022,0.000002080127,0.00007666399,0.9933459,0.0003442023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.000007184624,0.0009751465,0.6030446,0.0002542055,0.0004148657,0.0001896562,0.0001272918,0.0006640309,0.394323],"genre_scores_gemma":[0.01094096,0.001243956,0.03594498,0.0006644746,0.0006206456,0.00001911124,0.0002793037,0.0002694687,0.9500171],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5670996,"threshold_uncertainty_score":0.9911934,"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."}}