{"id":"W2991300945","doi":"10.1115/pvp2019-93986","title":"On Design and Analysis of Fastener Locking Tabs in Highly Chaotic Flow of Primary Side of Steam Generator","year":2019,"lang":"en","type":"article","venue":"","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Power Generation","funders":"","keywords":"Fastener; Boiler (water heating); Engineering; Finite element method; Structural engineering; Mechanical engineering; Vibration; Flow (mathematics); Design elements and principles; Vortex-induced vibration; Piping; Mechanics","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":[0.0005250498,0.0004200539,0.0005064356,0.0004123187,0.0004321121,0.0007058595,0.0005983733,0.0009143057,0.002948656],"category_scores_gemma":[0.0006698747,0.0003819459,0.0006702269,0.0001082653,0.000471695,0.0002665427,0.000313777,0.0002800844,0.0003440357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006016367,"about_ca_system_score_gemma":0.0007003189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002162651,"about_ca_topic_score_gemma":0.001911626,"domain_scores_codex":[0.9997745,0.00006028936,0.000008625429,0.00003794187,0.00008447342,0.00003417757],"domain_scores_gemma":[0.9996774,0.0001291878,0.0000621479,0.00002817714,0.00008032448,0.0000226761],"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":[0.0001605325,0.00007050607,0.00244798,0.0001847318,0.00003269011,0.0002611223,0.0001232471,0.9162812,0.05686737,0.001862186,0.0002563921,0.02145202],"study_design_scores_gemma":[0.00001499355,0.0003641832,0.0007580129,0.00001189965,0.00002298484,0.00003781481,0.0000346272,0.9907363,0.007033868,0.0001746129,0.0008029277,0.000007803697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4858902,0.0002622545,0.5033043,0.0001348283,0.00005925545,0.0002092467,0.00007952625,0.000672542,0.009387836],"genre_scores_gemma":[0.9717226,0.00007129886,0.02559044,0.00001152059,0.000005078751,0.00006034896,0.00002481518,0.00002471205,0.002489244],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002948656,"threshold_uncertainty_score":0.009864211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007057563527170799,"score_gpt":0.1803753995485446,"score_spread":0.1733178360213738,"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."}}