{"id":"W590850279","doi":"","title":"Emerging technologies in fluids, structures, and fluid/structure interactions : presented at the 2002 ASME Pressure Vessels and Piping Conference, Vancouver, British Columbia, Canada, August 5-9, 2002","year":2002,"lang":"en","type":"book","venue":"American Society of Mechanical Engineers eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Piping; Pressure vessel; Engineering; Fluid–structure interaction; Mechanical engineering; Structural engineering; Finite element method","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000964998,0.0005534642,0.0009803572,0.0001042136,0.0001666393,0.0001146291,0.0005235968,0.0005630446,0.0001544457],"category_scores_gemma":[0.00008025929,0.0006644495,0.0001595729,0.000201988,0.0006571437,0.00007463412,0.0003841881,0.001735216,3.787889e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003420856,"about_ca_system_score_gemma":0.0001332342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05555582,"about_ca_topic_score_gemma":0.394655,"domain_scores_codex":[0.9977128,0.00002492022,0.0005949534,0.0005931666,0.000430918,0.0006432683],"domain_scores_gemma":[0.9987906,0.0002676539,0.000176309,0.000571614,0.00008395805,0.0001099194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004482497,0.000008455982,0.0000170298,0.0006977563,0.0007600358,0.00002311591,0.0002442885,0.005036192,0.002608239,0.0001747716,0.9463549,0.04407078],"study_design_scores_gemma":[0.0008912713,0.0001220749,0.0001481049,0.001174112,0.0003916189,0.0001509443,0.004241224,0.1130519,0.001533628,0.0007407612,0.8757909,0.001763423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2868932,0.3895795,0.03765142,0.005327729,0.02426754,0.02314611,0.02813579,0.04079505,0.1642036],"genre_scores_gemma":[0.6087583,0.009452263,0.007214258,0.0001289181,0.0002614313,0.0002040442,0.0001168753,0.0005281771,0.3733357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3801273,"threshold_uncertainty_score":0.9995807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005543212256719514,"score_gpt":0.1802358947065697,"score_spread":0.1746926824498501,"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."}}