{"id":"W4214814595","doi":"10.1109/tr.2022.3154070","title":"IEEE Reliability Society","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Reliability","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Singapore Management University; Universidade de Coimbra; Universidade de São Paulo; Xidian University; Sichuan University; Universidad de Murcia; Northwestern Polytechnical University; Queen's University; TU Graz, Internationale Beziehungen und Mobilitätsprogramme; University of Hong Kong; Centre National de la Recherche Scientifique; Chinese Academy of Sciences; Beihang University; National University of Singapore; Microsoft Research; Northwestern University; Nanjing University; Southern Methodist University","keywords":"Reliability engineering; Reliability theory; Reliability (semiconductor); Computer science; Engineering; Failure rate; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003493982,0.001419842,0.0008028024,0.003636462,0.001459758,0.004091807,0.001709929,0.002358892,0.08864859],"category_scores_gemma":[0.004888861,0.0006275247,0.0006111451,0.00200821,0.001080826,0.002498567,0.002632919,0.002688916,0.06989884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656143,"about_ca_system_score_gemma":0.00439071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00487141,"about_ca_topic_score_gemma":0.004083353,"domain_scores_codex":[0.9974676,0.0004475479,0.000210519,0.0003638341,0.001288146,0.0002224149],"domain_scores_gemma":[0.9939041,0.0003236585,0.0002644694,0.00109297,0.004051847,0.0003630324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006221014,0.0000651344,0.000603386,0.0003176425,0.00003172557,0.0001645486,0.0002073753,0.003128236,0.002621296,0.1730363,0.5216088,0.2981533],"study_design_scores_gemma":[0.000008431693,0.00002765434,0.00034895,0.0001131123,0.00001087957,0.0001968895,0.00005364192,0.001748584,0.0005796455,0.01578655,0.981109,0.00001666834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002305176,0.01415004,0.1475494,0.01469959,0.008828043,0.0004232239,0.003134288,0.005027893,0.8038824],"genre_scores_gemma":[0.06123789,0.01693294,0.08623821,0.003342326,0.004041309,0.0007538361,0.008493554,0.001653049,0.8173069],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9113514,"threshold_uncertainty_score":0.2965591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008358238747275456,"score_gpt":0.2000864664567832,"score_spread":0.1917282277095077,"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."}}