{"id":"W2964929082","doi":"10.1109/rams.2019.8768911","title":"A Methodology for Aircraft Reliability, Maintainability, Availability, and Cost Management","year":2019,"lang":"en","type":"article","venue":"","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Maintainability; Reliability engineering; Reliability (semiconductor); Computer science; Aircraft maintenance; Engineering; Aeronautics","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":[0.006460936,0.001797752,0.0009449638,0.005859903,0.001396056,0.002999827,0.001907581,0.001220339,0.003990252],"category_scores_gemma":[0.006575213,0.0005337394,0.001841087,0.004419157,0.001028108,0.002074285,0.00136492,0.001550723,0.001100518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002819683,"about_ca_system_score_gemma":0.006551423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004549859,"about_ca_topic_score_gemma":0.00660126,"domain_scores_codex":[0.9949535,0.001544777,0.0004034846,0.0005036173,0.002445107,0.0001495338],"domain_scores_gemma":[0.9971741,0.00117243,0.0003511025,0.0002774681,0.000937033,0.00008771659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002593795,0.0001513853,0.001053908,0.00137358,0.0002461251,0.0002413259,0.0003780072,0.1124596,0.005506761,0.3835849,0.01017532,0.4848031],"study_design_scores_gemma":[0.000050229,0.0003824581,0.001618071,0.001054408,0.0001977621,0.000805314,0.0006039296,0.4498856,0.008159783,0.337979,0.1991127,0.0001507268],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005863152,0.0004294989,0.9947,0.0002242929,0.00006398861,0.0002314993,0.000183336,0.0001954835,0.003385769],"genre_scores_gemma":[0.01486947,0.000460316,0.9825378,0.00005251081,0.00002996142,0.0003881236,0.0001753314,0.00002800194,0.001458445],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006460936,"threshold_uncertainty_score":0.03416908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766137511665794,"score_gpt":0.2548030817882515,"score_spread":0.2371417066715936,"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."}}