{"id":"W3191174994","doi":"10.1007/s00170-021-08118-8","title":"Fuzzy fault tree reliability analysis based on improved T-S model with application to NC turret","year":2021,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Major Science and Technology Projects of China; Distinguished International Students Scholarship","keywords":"Fault tree analysis; Fuzzy logic; Fault (geology); Reliability (semiconductor); Data mining; Reliability engineering; Engineering; Computer science; Algorithm; Artificial intelligence","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":[0.001298751,0.0001742772,0.0004530767,0.001280153,0.0001193138,0.00009756746,0.002110247,0.0001032155,0.00003704125],"category_scores_gemma":[0.001418312,0.0001002565,0.0003298881,0.001393683,0.000113612,0.0002061023,0.0001983119,0.000443785,0.00001908956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001991848,"about_ca_system_score_gemma":0.000141911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001059836,"about_ca_topic_score_gemma":0.0002101872,"domain_scores_codex":[0.9969612,0.00008276708,0.0008280926,0.0004499003,0.001477459,0.000200528],"domain_scores_gemma":[0.9960687,0.0006230852,0.000757047,0.001016754,0.001449657,0.00008481673],"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":[0.0004762464,0.00007768854,0.0004347624,6.278013e-7,0.00024665,0.00001927772,0.0000446977,0.8682519,0.004678065,0.0005383311,0.00006821686,0.1251636],"study_design_scores_gemma":[0.001285737,0.0003271634,0.007550698,0.00003140278,0.0004136359,0.00006675595,0.0007201904,0.3819826,0.3183874,0.2846376,0.004293411,0.0003033609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5024507,0.00002423068,0.4483673,0.0484544,0.0001117581,0.00008649957,0.00001320208,0.00003069667,0.0004611757],"genre_scores_gemma":[0.9522461,0.00004227802,0.04663764,0.0007367147,0.00005160723,0.00001236016,0.000004787454,0.000009612776,0.000258921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4862693,"threshold_uncertainty_score":0.4088342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155820759124246,"score_gpt":0.3211774976822304,"score_spread":0.3055954217698058,"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."}}