{"id":"W4285485086","doi":"10.1109/tr.2021.3060252","title":"IEEE Reliability Society","year":2021,"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; National University of Singapore; University of Alberta; Microsoft Research; Northwestern University; Arizona State 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":[0.003484559,0.00142101,0.000808144,0.00363239,0.00145336,0.004084829,0.001707902,0.00235108,0.08818477],"category_scores_gemma":[0.004902369,0.0006278181,0.000612409,0.002019061,0.001081936,0.002504736,0.002626904,0.002683547,0.06962329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001649602,"about_ca_system_score_gemma":0.004350122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004873732,"about_ca_topic_score_gemma":0.004074706,"domain_scores_codex":[0.9974745,0.0004482203,0.0002104295,0.0003633624,0.001282259,0.0002211643],"domain_scores_gemma":[0.9938895,0.0003267158,0.0002649942,0.001097294,0.004059291,0.0003621607],"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":[0.00006226351,0.00006477864,0.0006041428,0.0003197688,0.00003200664,0.0001651819,0.0002075071,0.003165902,0.002625324,0.1734598,0.5207077,0.2985856],"study_design_scores_gemma":[0.000008398952,0.00002759421,0.000347615,0.000113238,0.00001093438,0.0001970053,0.00005352211,0.001775921,0.0005803903,0.01591558,0.980953,0.00001666423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002304957,0.01427652,0.1498639,0.01469086,0.008849867,0.0004221188,0.003160075,0.005067382,0.8013644],"genre_scores_gemma":[0.06163278,0.01716077,0.08758073,0.003328848,0.004061705,0.0007552375,0.008574701,0.001672032,0.8152332],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9118152,"threshold_uncertainty_score":0.2950075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008941428657833745,"score_gpt":0.2077372877995341,"score_spread":0.1987958591417003,"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."}}