{"id":"W4206993953","doi":"10.1109/tr.2021.3104692","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; Queen's University; Northwestern Polytechnical University; 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; University of Hong Kong; Institute of Electrical and Electronics Engineers; TU Graz, Internationale Beziehungen und Mobilitätsprogramme; University of Alberta","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":[0.001647917,0.001222046,0.0004868731,0.001808021,0.0009483579,0.002314017,0.0008586985,0.001828172,0.1225079],"category_scores_gemma":[0.002620101,0.0005642957,0.000440017,0.00113369,0.0004889407,0.001643847,0.001699865,0.002237543,0.113001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006859567,"about_ca_system_score_gemma":0.001675316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002370941,"about_ca_topic_score_gemma":0.002808006,"domain_scores_codex":[0.9990705,0.0001200282,0.00006595999,0.000194675,0.0004589342,0.00008999675],"domain_scores_gemma":[0.9967275,0.0002154247,0.0001289861,0.0005398358,0.002132114,0.0002561205],"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":[0.00006031033,0.00004977028,0.0005996796,0.0001860604,0.00002238771,0.0001653216,0.0001048213,0.001430107,0.003995366,0.02167116,0.5898252,0.3818898],"study_design_scores_gemma":[0.0000087532,0.00002904718,0.0005009741,0.0000910817,0.00001066306,0.0002362597,0.00004210867,0.001707909,0.000739353,0.004008813,0.992613,0.00001204821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004966769,0.0165167,0.1302358,0.01340143,0.01950279,0.000342463,0.001993406,0.005870401,0.8071703],"genre_scores_gemma":[0.03320215,0.009371561,0.02275338,0.001855018,0.00300186,0.0002234236,0.003630548,0.0007754574,0.9251866],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8774921,"threshold_uncertainty_score":0.4098299,"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."}}