{"id":"W4389140877","doi":"10.1115/pvp2023-104063","title":"Effect of Bolt-Up Stress Level on the Strength of ASME B16.5 and B16.47 Standard Flanges","year":2023,"lang":"en","type":"article","venue":"","topic":"Engineering Structural Analysis Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada); École de Technologie Supérieure","funders":"","keywords":"Flange; Gasket; Structural engineering; Engineering; Bolted joint; Stress (linguistics); Finite element method; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000466717,0.0005280201,0.0003877078,0.0004913515,0.0002367506,0.0004516526,0.0004998406,0.000616618,0.002932735],"category_scores_gemma":[0.002277295,0.0003207814,0.0004993284,0.0003355179,0.0004576278,0.0004250051,0.0003451405,0.0004220313,0.0004024695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005158721,"about_ca_system_score_gemma":0.0001637322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472072,"about_ca_topic_score_gemma":0.002263988,"domain_scores_codex":[0.9995893,0.00004881854,0.00003049124,0.00006490681,0.0001625935,0.0001039566],"domain_scores_gemma":[0.9975031,0.001262191,0.0004783755,0.0002055263,0.0004123306,0.0001383715],"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":[0.001846308,0.0001831211,0.01906825,0.0003128983,0.0001352656,0.0008121632,0.0003399217,0.1273704,0.8256186,0.0002621164,0.0005165048,0.02353451],"study_design_scores_gemma":[0.00003323575,0.005594158,0.0772265,0.00007387553,0.000137639,0.0003881879,0.0004596815,0.06152662,0.8526686,0.0001089091,0.001695049,0.00008740418],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969554,0.0002533184,0.00150849,0.00002863462,0.00001674855,0.000008961052,0.0001483573,0.00009546512,0.0009846519],"genre_scores_gemma":[0.9991965,0.00005326953,0.0002888164,0.000008691252,0.000001735266,0.000003869622,0.00005948503,0.00001114182,0.0003765176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002932735,"threshold_uncertainty_score":0.009810925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635410301093464,"score_gpt":0.2726019922748719,"score_spread":0.2562478892639372,"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."}}