{"id":"W1988476967","doi":"10.1109/ccece.2012.6335005","title":"A probabilistic model for network survivability in large scale failure scenarios","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Survivability; Probabilistic logic; Computer science; Reliability engineering; Scale (ratio); Scheme (mathematics); Statistical model; Path (computing); Engineering; Computer network; Artificial intelligence; Mathematics","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":[0.002617264,0.001503017,0.001340243,0.001302154,0.0008997597,0.001224674,0.002874448,0.002275962,0.004011337],"category_scores_gemma":[0.008068522,0.0009639087,0.001548404,0.001358153,0.001302223,0.003131093,0.0009904716,0.001996005,0.0005775206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604413,"about_ca_system_score_gemma":0.001164435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007738946,"about_ca_topic_score_gemma":0.005774697,"domain_scores_codex":[0.9986168,0.0004744184,0.00005423619,0.0002158104,0.0004395422,0.0001991179],"domain_scores_gemma":[0.9960328,0.002647865,0.0005422299,0.0002602218,0.0004136003,0.000103266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008608115,0.00000993153,0.0001141978,0.00001260076,0.000009961886,0.00002758453,0.00001063019,0.9884179,0.0001828889,0.01014058,0.0001767282,0.0008884191],"study_design_scores_gemma":[0.000003604024,0.00001068368,0.00006217627,0.00000257654,0.000005110134,0.00002092976,0.000004845667,0.9936793,0.0000491355,0.005972287,0.0001841073,0.000005284267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01747845,0.0002423201,0.9779907,0.0003821396,0.0000518296,0.00006347104,0.0002651395,0.0002624897,0.003263442],"genre_scores_gemma":[0.8822759,0.001111701,0.106904,0.0002276312,0.0001771595,0.0005722447,0.0005947928,0.0001564199,0.007980228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007738946,"threshold_uncertainty_score":0.01538783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429843870397711,"score_gpt":0.2334222626599541,"score_spread":0.219123823955977,"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."}}