{"id":"W2194603331","doi":"10.1115/1.4032198","title":"An Experimental Model Study of Steam Generator Tube Loading During a Sudden Depressurization","year":2015,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Safety Commission; McMaster University","funders":"Framatome","keywords":"Bundle; Boiler (water heating); Mechanics; Tube (container); Transient (computer programming); Cabin pressurization; Pressure drop; Materials science; Flow (mathematics); Structural engineering; Engineering; Thermodynamics; Composite material; Physics; Computer science","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":[0.0002838171,0.0005046483,0.0005927975,0.0003955488,0.0005257056,0.0002854347,0.0007084342,0.0007587969,0.002157586],"category_scores_gemma":[0.0008063821,0.0002788287,0.0004317309,0.0002524184,0.0005900388,0.0004179747,0.0004516231,0.0005838483,0.000328187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004393612,"about_ca_system_score_gemma":0.0002999608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386594,"about_ca_topic_score_gemma":0.001556072,"domain_scores_codex":[0.9996892,0.00004001718,0.00001615432,0.00006077512,0.0001280716,0.00006571093],"domain_scores_gemma":[0.9993993,0.0002265707,0.00008338594,0.0001034778,0.0001227426,0.00006457408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002302547,0.001207752,0.01047666,0.0002076053,0.00004077626,0.001376988,0.0006375746,0.04663179,0.9267011,0.0004242724,0.0006160776,0.009376864],"study_design_scores_gemma":[0.0001627301,0.009802155,0.03261218,0.00001328838,0.00005270697,0.000484207,0.0005208547,0.1862694,0.7686423,0.0002212996,0.001162168,0.00005662781],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970456,0.00001637693,0.002274737,0.00001683782,0.00000820426,0.00002370766,0.0001519988,0.00009656702,0.0003660365],"genre_scores_gemma":[0.9987586,0.00002099798,0.0006128602,0.000005278692,0.000003391026,0.00002203686,0.0001364521,0.00001203037,0.0004283645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002157586,"threshold_uncertainty_score":0.007217884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314584062765027,"score_gpt":0.239300854081011,"score_spread":0.2261550134533607,"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."}}