{"id":"W2052193358","doi":"10.1016/j.ress.2007.03.021","title":"Dynamic reliability networks with self-healing units","year":2007,"lang":"en","type":"article","venue":"Reliability Engineering & System Safety","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Toronto Metropolitan University","funders":"","keywords":"Self-healing; Reliability (semiconductor); Reliability engineering; Computer science; Limit (mathematics); Graph; Graph theory; Series and parallel circuits; Engineering; Mathematics; Theoretical computer science; Voltage","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":[0.0009873681,0.0005766334,0.0006960694,0.0008864221,0.0005625801,0.001014618,0.001731864,0.0007716623,0.003518542],"category_scores_gemma":[0.004740839,0.0006411982,0.0004231149,0.0007767418,0.0008214281,0.002395396,0.001125722,0.0008109285,0.0004324206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036948,"about_ca_system_score_gemma":0.0005034589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337207,"about_ca_topic_score_gemma":0.001495405,"domain_scores_codex":[0.999505,0.0001382009,0.00002480326,0.0001521104,0.00009701308,0.00008286186],"domain_scores_gemma":[0.9975117,0.001245662,0.0003600141,0.0004003558,0.0003226471,0.0001596091],"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":[0.0003024269,0.00007463472,0.0007030999,0.00007044197,0.00004125299,0.0001259553,0.00007835,0.8925642,0.003396634,0.06043105,0.001421037,0.04079092],"study_design_scores_gemma":[0.00001672693,0.000052926,0.0001541252,0.000007042244,0.00001843025,0.00005130997,0.0000171779,0.9719889,0.000758705,0.02619219,0.0007349294,0.000007687761],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1621342,0.0005460684,0.8279597,0.0005026666,0.000114994,0.0001010328,0.0001783703,0.0005955961,0.007867356],"genre_scores_gemma":[0.9495638,0.0003037386,0.04413391,0.00008219889,0.00006637145,0.0001290624,0.00009948001,0.00004563274,0.005575865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003518542,"threshold_uncertainty_score":0.01177073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002387837913940618,"score_gpt":0.167899484982201,"score_spread":0.1655116470682604,"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."}}