{"id":"W2051887548","doi":"10.1007/s001700170205","title":"Sealing Performance of Gasketed Bolted Flanged Joints: A Fuzzy Decision Support System Approach","year":2001,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Engineering Structural Analysis Methods","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Gasket; Flange; Bolted joint; Engineering; Structural engineering; Deflection (physics); Fuzzy logic; Mechanical engineering; Computer science; Finite element method; 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":[0.0004574294,0.0001933101,0.0003909052,0.000704651,0.00004132434,0.00001830473,0.001062039,0.0001168324,0.00001634807],"category_scores_gemma":[0.0001328739,0.0001380801,0.0001375281,0.0002664484,0.00006286133,0.0002021628,0.0001098347,0.0004857842,0.000003291196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002425642,"about_ca_system_score_gemma":0.00001643731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000230414,"about_ca_topic_score_gemma":0.000001263386,"domain_scores_codex":[0.99844,0.00002162169,0.0007194722,0.0001288937,0.0004620107,0.0002280335],"domain_scores_gemma":[0.9989327,0.0001153861,0.0003254207,0.000290205,0.0002932207,0.00004310619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001946348,0.00001663675,0.0003821827,0.00008388509,0.0004555882,0.00005436476,0.00008701801,0.8186311,0.1047238,0.0002434472,0.00006115402,0.07506622],"study_design_scores_gemma":[0.001253492,0.00016505,0.004521273,0.0004404227,0.0001018616,0.002554557,0.0004649382,0.06073495,0.9268873,0.001348854,0.001232875,0.0002944748],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947117,0.0002107871,0.05096311,0.0001100965,0.0009113671,0.00007755641,0.00000315159,0.0002186128,0.0003882965],"genre_scores_gemma":[0.9160338,0.000320075,0.0834372,0.000009542867,0.0001401984,0.000004320727,0.000003073625,0.00002837669,0.00002339639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8221635,"threshold_uncertainty_score":0.5630744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008116429491745887,"score_gpt":0.241471260886937,"score_spread":0.2333548313951912,"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."}}