{"id":"W4402927940","doi":"10.3390/math12193014","title":"A Network Reliability Analysis Method for Complex Real-Time Systems: Case Studies in Railway and Maritime Systems","year":2024,"lang":"en","type":"article","venue":"Mathematics","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Key Research and Development Program of China","keywords":"Reliability (semiconductor); Reliability engineering; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006697483,0.0002205871,0.000994046,0.0003919975,0.0001729324,0.0006186833,0.0003984928,0.0001057391,0.00000681584],"category_scores_gemma":[0.0008354086,0.0001744375,0.0002239,0.002459762,0.0001178661,0.0002191058,0.0003537736,0.0001622277,0.00001830812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775886,"about_ca_system_score_gemma":0.00006190094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004113503,"about_ca_topic_score_gemma":0.00004093768,"domain_scores_codex":[0.9971663,0.0005169758,0.0008026916,0.0006808549,0.0003893804,0.000443786],"domain_scores_gemma":[0.9914799,0.007175103,0.00009900001,0.0008725429,0.0002617825,0.0001116128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005624058,0.001292522,0.003942845,0.07105413,0.01206642,0.005324502,0.0330645,0.4458859,0.0002907344,0.3881834,0.02628173,0.01255713],"study_design_scores_gemma":[0.0001166319,0.00004462032,0.00003250761,0.0002623233,0.0003223963,0.0002932726,0.000606259,0.9836189,0.000001500935,0.01409213,0.0004289847,0.0001804945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008464798,0.003293605,0.9864639,0.0002945806,0.0001395948,0.0008716743,0.00003134294,0.0002758793,0.0001646007],"genre_scores_gemma":[0.2143163,0.0003458049,0.7831903,0.00002580784,0.0001855651,0.0005476911,0.00001631071,0.00003599898,0.001336231],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.537733,"threshold_uncertainty_score":0.7113354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07972522513810179,"score_gpt":0.3872078090780016,"score_spread":0.3074825839398998,"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."}}