{"id":"W4285671887","doi":"10.1109/tr.2020.2988795","title":"IEEE Reliability Society","year":2020,"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 São Paulo; National Chiao Tung University; Xidian University; Sichuan University; Universidad de Murcia; University of Alberta; Harbin Engineering University; Northwestern Polytechnical University; Queen's University; Shanghai Educational Development Foundation; Centre National de la Recherche Scientifique; Chinese Academy of Sciences; National University of Singapore; Northwestern University; Arizona State University; Nanjing University; Southern Methodist University; University of Hong Kong; TU Graz, Internationale Beziehungen und Mobilitätsprogramme","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":[0.00343507,0.001406409,0.0007963951,0.003575215,0.001440583,0.004016276,0.001692487,0.002338995,0.08891766],"category_scores_gemma":[0.004821835,0.0006228657,0.0006091252,0.001976021,0.001067655,0.002465985,0.002598816,0.002667299,0.07019649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631311,"about_ca_system_score_gemma":0.004305663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004787239,"about_ca_topic_score_gemma":0.004030785,"domain_scores_codex":[0.9975145,0.0004398059,0.0002056263,0.0003566121,0.001264879,0.000218586],"domain_scores_gemma":[0.9940247,0.0003201256,0.0002584433,0.001077716,0.003965081,0.0003540626],"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":[0.00006250754,0.00006458641,0.0006017016,0.000318364,0.00003175413,0.0001651834,0.0002064401,0.003143322,0.002663514,0.1706675,0.5221845,0.2998905],"study_design_scores_gemma":[0.000008362817,0.00002753083,0.0003464179,0.0001124713,0.00001083621,0.0001970078,0.00005316007,0.001757701,0.0005883467,0.01564312,0.9812385,0.00001653337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00232295,0.01420099,0.1485628,0.01451732,0.008864488,0.0004174039,0.003122824,0.005042942,0.8029484],"genre_scores_gemma":[0.06193957,0.01697041,0.08538032,0.003292552,0.004020078,0.0007389865,0.008451383,0.001647015,0.8175597],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9110823,"threshold_uncertainty_score":0.2974592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310798237498343,"score_gpt":0.2036291652535712,"score_spread":0.1905211828785877,"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."}}