{"id":"W2066253228","doi":"10.1115/detc2010-28103","title":"Neural Network Bushing Model Development Using Simulation","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced Data Processing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Bushing; Artificial neural network; Computer science; Data modeling; Training set; Artificial intelligence; Data acquisition; Network model; Set (abstract data type); Simulation; Engineering; Mechanical engineering; Database","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":[0.000513764,0.0004349569,0.0005361185,0.0004545074,0.0003026959,0.0006686,0.001203792,0.0009431334,0.003626274],"category_scores_gemma":[0.001837208,0.0004626294,0.0005952978,0.0004600179,0.0004268356,0.0008999011,0.0005829536,0.0009635817,0.0005485498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007620103,"about_ca_system_score_gemma":0.0009833022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218071,"about_ca_topic_score_gemma":0.008062347,"domain_scores_codex":[0.9998206,0.00004384268,0.00001310911,0.00003951303,0.00006857439,0.00001437185],"domain_scores_gemma":[0.9994105,0.0003102279,0.0000367339,0.00004719863,0.0001794186,0.00001591764],"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":[0.000006826488,0.000004029276,0.00007736371,0.00001288389,0.000003974616,0.000009136454,0.000008946298,0.9945607,0.0003966193,0.001461063,0.00009456743,0.003363967],"study_design_scores_gemma":[8.577979e-7,0.00000194006,0.00000974519,0.00000121494,6.086017e-7,0.000001547862,0.000001054098,0.9992771,0.00016461,0.000374577,0.0001658952,8.86116e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01842747,0.0001519589,0.9741086,0.0001638303,0.00003371707,0.0001004413,0.0001839492,0.0008470068,0.005983078],"genre_scores_gemma":[0.6116356,0.0006597012,0.3747417,0.00007422885,0.00002707121,0.0008364408,0.0005085661,0.0002857023,0.011231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01218071,"threshold_uncertainty_score":0.02421963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309774802368856,"score_gpt":0.2900960139403141,"score_spread":0.2569982659166256,"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."}}