{"id":"W2130373111","doi":"10.1109/glocom.2004.1378381","title":"Multiple failure analysis with restoration paths matrix","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Matrix (chemical analysis); Computer science; Scheme (mathematics); Network topology; Network analysis; Link (geometry); Topology (electrical circuits); Algorithm; Theoretical computer science; Mathematics; Computer network; 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":[0.001100554,0.0009763546,0.0004774381,0.001802596,0.000489047,0.0007838563,0.0008713478,0.0004557662,0.004530935],"category_scores_gemma":[0.0041412,0.0002346539,0.0008037489,0.000808614,0.0007962506,0.002011941,0.0007692021,0.001155084,0.0005479779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000692545,"about_ca_system_score_gemma":0.0007357138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001591425,"about_ca_topic_score_gemma":0.0009972308,"domain_scores_codex":[0.9991899,0.000204751,0.00002043286,0.00008805717,0.000435267,0.0000615381],"domain_scores_gemma":[0.9981948,0.0009539844,0.0001960508,0.000139519,0.0004645953,0.00005104292],"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":[0.00005579686,0.00003150986,0.0006100107,0.0001236319,0.00004206064,0.000165399,0.00010045,0.6321227,0.00455199,0.3059398,0.002271955,0.05398481],"study_design_scores_gemma":[0.000004080325,0.00002582088,0.0001075229,0.000008191882,0.000007843167,0.00006504959,0.00001457453,0.929563,0.001198732,0.06746233,0.001532054,0.00001080609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007031578,0.0002146459,0.9896428,0.0001212064,0.00003564409,0.0000229873,0.00003432327,0.0001310034,0.0027659],"genre_scores_gemma":[0.7181802,0.001455725,0.2681458,0.0001113617,0.0002230857,0.0002206523,0.000186265,0.0002032725,0.01127365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004530935,"threshold_uncertainty_score":0.01515752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004936432148775774,"score_gpt":0.2096990898265237,"score_spread":0.204762657677748,"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."}}