{"id":"W4256364295","doi":"10.32920/ryerson.14663064","title":"Non-Linear Analysis Of A Nuclear Containment Structure Under High Internal Pressure","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Mitacs","keywords":"Containment (computer programming); Prestressed concrete; Structural engineering; Containment building; Internal pressure; Finite element method; Pressure vessel; Beam (structure); Slab; Materials science; Engineering; Computer science; Nuclear engineering; Mechanical engineering; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006947097,0.0004057609,0.0008944898,0.0003828065,0.00001937709,0.00006940998,0.0005125163,0.0004629717,0.009020923],"category_scores_gemma":[0.00002436986,0.000369617,0.0004533656,0.0003595942,0.00005185866,0.00005235965,0.0006070216,0.000744872,0.000004176636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801317,"about_ca_system_score_gemma":0.0000615307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007532389,"about_ca_topic_score_gemma":0.0002676359,"domain_scores_codex":[0.9982894,0.00004162975,0.0005179559,0.0004407921,0.0004393209,0.0002708901],"domain_scores_gemma":[0.998761,0.00006615339,0.0001268508,0.0008217877,0.0001170719,0.0001071585],"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":[0.00005451576,0.000007987791,0.0003631578,0.0002620984,0.01179333,0.00002089709,0.0004582215,0.9773281,0.008752721,0.0003255974,0.0001930646,0.0004402675],"study_design_scores_gemma":[0.0003417989,0.00002288537,0.06374532,0.0001036167,0.003178503,0.000006183496,0.0002810314,0.9281666,0.003286462,0.0001793493,0.0002373403,0.0004508687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894011,0.000243556,0.007815759,0.0000484453,0.0007414644,0.0001991785,0.0002686942,0.0001696834,0.001112137],"genre_scores_gemma":[0.9945732,0.00004806916,0.004370319,0.00007123988,0.00007532546,0.000005814384,0.0002256229,0.00007129245,0.0005591601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06338216,"threshold_uncertainty_score":0.9998756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005625819376539958,"score_gpt":0.2261809333602449,"score_spread":0.220555113983705,"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."}}