{"id":"W2145023518","doi":"10.1115/pvp2002-1078","title":"Determination of Gasket Stress Levels During Thermal Transients","year":2002,"lang":"en","type":"article","venue":"","topic":"Engineering Structural Analysis Methods","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Polytechnique Montréal","funders":"","keywords":"Gasket; Flange; Finite element method; Joint (building); Bolted joint; Thermal; Materials science; Structural engineering; Stress (linguistics); Temperature measurement; Transient (computer programming); Thermal shock; Internal pressure; Leakage (economics); Thermal analysis; Pressure vessel; Mechanical engineering; Computer science; Engineering; Composite material; Physics; Thermodynamics","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":[0.00004072357,0.00009698113,0.0001326922,0.00008859947,0.00001460142,0.000006952404,0.0000934801,0.00004017436,0.0006176212],"category_scores_gemma":[0.00000958191,0.00008631295,0.00005851515,0.0001457786,0.00001073681,0.0001054481,0.000006419642,0.00006242695,0.000006098102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000199414,"about_ca_system_score_gemma":4.383108e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000289002,"about_ca_topic_score_gemma":0.000002654525,"domain_scores_codex":[0.999479,0.00001343233,0.0001752871,0.00008023247,0.0001166768,0.000135378],"domain_scores_gemma":[0.9997848,0.00002246957,0.00001491567,0.0001266947,0.00001947469,0.00003167521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000001481956,0.00001370619,0.001627856,0.0002757661,0.00006244788,0.000005579192,0.0006436176,0.2431384,0.6957819,0.00006003573,0.00001013305,0.05837911],"study_design_scores_gemma":[0.0001825407,0.000007178604,0.08157063,0.00002262311,0.00002040235,0.000003325897,0.00001342664,0.4142378,0.5037771,0.00001501202,0.00001214086,0.0001378188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604098,0.00007232298,0.03648935,0.000006600262,0.00009255412,0.00003890306,0.000007039257,0.000169423,0.002714073],"genre_scores_gemma":[0.9787335,0.000008512563,0.02089744,0.000001582312,0.00002584852,0.000002452882,0.000001088575,0.00001687037,0.0003126365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1920048,"threshold_uncertainty_score":0.6762519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753567770586565,"score_gpt":0.2324408704059854,"score_spread":0.2149051927001197,"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."}}