{"id":"W7026881064","doi":"","title":"Architecture of a Distributed, Model-Based Asset Management System","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Asset management; Set (abstract data type); Systems architecture; Reference architecture; Asset (computer security); Component (thermodynamics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006535205,0.00006871419,0.00009560013,0.00003808263,0.00001487048,0.000006906911,0.00007614549,0.00003718839,0.00001870843],"category_scores_gemma":[0.000004556167,0.00006305074,0.00003658263,0.0001234921,0.00001467506,0.00002441049,0.000009451574,0.00005287826,0.000004354374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005792742,"about_ca_system_score_gemma":0.000004612635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.847508e-7,"about_ca_topic_score_gemma":0.000001377082,"domain_scores_codex":[0.999572,0.000008200771,0.0001247043,0.00008228513,0.00009209863,0.0001206912],"domain_scores_gemma":[0.9997374,0.00000888111,0.00001645471,0.0001847503,0.00002401058,0.00002852077],"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":[0.00001057658,0.00001234915,0.00004875815,0.0003087205,0.0000119731,0.00000375067,0.00001580494,0.9925976,0.0006398224,0.002826493,0.0007456923,0.002778426],"study_design_scores_gemma":[0.0002069319,0.000009199797,0.00007608462,0.00007190898,0.00001256992,0.000002187068,0.00002636389,0.9965205,0.0005968352,0.0009894031,0.00142309,0.00006497303],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01402666,0.00001088604,0.9573901,0.00007102161,0.00005580555,0.0001435531,0.00003268759,0.000159626,0.02810964],"genre_scores_gemma":[0.9641165,0.00001743558,0.0357133,0.000009748751,0.00001013154,0.00002172521,0.00004291813,0.00001055807,0.00005766446],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9500899,"threshold_uncertainty_score":0.2571135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005075361887883173,"score_gpt":0.1836475501070798,"score_spread":0.1785721882191967,"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."}}