{"id":"W2073254725","doi":"10.1109/aero.2007.352880","title":"Seeded Failure Testing and Analysis of an Electro-Mechanical Actuator","year":2007,"lang":"en","type":"article","venue":"","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Actuator; Reliability engineering; Computer science; Engineering; Artificial intelligence","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":[0.000462793,0.0004200822,0.0003730959,0.0005666353,0.0003518561,0.0002588562,0.001007261,0.0007052422,0.001570152],"category_scores_gemma":[0.001878855,0.0002190205,0.0002766831,0.0002172277,0.0003270348,0.0003481712,0.0003020093,0.0003055242,0.000289017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00046113,"about_ca_system_score_gemma":0.000285515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183629,"about_ca_topic_score_gemma":0.003048504,"domain_scores_codex":[0.9994429,0.00005613764,0.0000272821,0.00007120536,0.0003569829,0.00004555179],"domain_scores_gemma":[0.9986872,0.0005401884,0.0001237467,0.0001832052,0.0003859561,0.00007978691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007001865,0.0002890537,0.009256818,0.0002933398,0.00005377019,0.001518035,0.0005612159,0.1010324,0.8561836,0.001341863,0.0007077688,0.02806194],"study_design_scores_gemma":[0.00008685724,0.004210104,0.02834877,0.00003304857,0.00003633402,0.0009790601,0.0002013685,0.4643838,0.4983875,0.0004590754,0.002800407,0.00007357032],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692692,0.0001302464,0.02902973,0.00003116793,0.00002771272,0.0000633829,0.000200449,0.0002484419,0.000999623],"genre_scores_gemma":[0.9914989,0.00003655989,0.006809196,0.000008867802,0.000003295226,0.00003925556,0.00009200391,0.00001440567,0.001497558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002183629,"threshold_uncertainty_score":0.005252719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124136965987503,"score_gpt":0.2359191866049352,"score_spread":0.2246778169450602,"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."}}