{"id":"W4285456352","doi":"10.1109/tr.2021.3083460","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; National University of Singapore; University of Hong Kong; Institute of Electrical and Electronics Engineers; TU Graz, Internationale Beziehungen und Mobilitätsprogramme; Nanjing University; Southern Methodist University; Microsoft Research; Arizona State University; Northwestern University; 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":[],"consensus_categories":[],"category_scores_codex":[0.001647918,0.001222048,0.0004868734,0.001808024,0.0009483592,0.002314017,0.0008586993,0.001828174,0.122508],"category_scores_gemma":[0.002620105,0.0005642965,0.0004400174,0.001133692,0.0004889412,0.001643849,0.001699866,0.002237546,0.1130011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006859573,"about_ca_system_score_gemma":0.001675317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002370944,"about_ca_topic_score_gemma":0.002808011,"domain_scores_codex":[0.9990705,0.0001200283,0.00006596011,0.000194675,0.0004589346,0.00008999684],"domain_scores_gemma":[0.9967275,0.0002154251,0.0001289863,0.0005398364,0.002132115,0.000256121],"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":[0.00006031024,0.0000497703,0.0005996794,0.0001860604,0.00002238769,0.0001653215,0.0001048213,0.001430107,0.003995358,0.02167115,0.5898254,0.3818896],"study_design_scores_gemma":[0.0000087532,0.00002904712,0.0005009738,0.0000910817,0.00001066304,0.0002362595,0.00004210859,0.001707906,0.0007393512,0.004008811,0.992613,0.00001204821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004966764,0.01651671,0.1302357,0.01340144,0.01950279,0.0003424627,0.001993408,0.005870401,0.8071703],"genre_scores_gemma":[0.03320212,0.009371564,0.02275338,0.001855018,0.003001862,0.0002234238,0.00363055,0.0007754584,0.9251865],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.122508,"threshold_uncertainty_score":0.4098301,"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."}}