{"id":"W7065192818","doi":"","title":"Development of Probabilistic Finite Element Models for Assessment of Deformation in CANDU Fuel Channels","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deformation (meteorology); Long-term prediction; Work (physics); Limiting; Cabin pressurization","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001587557,0.0009947238,0.00117407,0.001112242,0.0006428947,0.001612326,0.002352889,0.003035935,0.002681845],"category_scores_gemma":[0.0033481,0.00145218,0.001542671,0.0006476565,0.001089183,0.0009098532,0.001348615,0.002014986,0.0007335904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111037,"about_ca_system_score_gemma":0.001667031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01110313,"about_ca_topic_score_gemma":0.007990292,"domain_scores_codex":[0.9994535,0.0001542669,0.00003705574,0.00008505335,0.0002136918,0.00005640641],"domain_scores_gemma":[0.998362,0.001070781,0.0001670658,0.00007526227,0.0002670338,0.00005775386],"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":[0.000006149474,0.000008357862,0.0001951048,0.00001409041,0.000004511726,0.00001348174,0.00001495147,0.9959927,0.0003007413,0.001525364,0.00007682698,0.00184773],"study_design_scores_gemma":[0.000001086178,0.000003926577,0.00003928714,0.000006805487,0.000001254098,0.000004407593,0.000005171341,0.999247,0.00009289768,0.0003907764,0.0002051348,0.000002245791],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0329395,0.0006076357,0.9556295,0.0003905307,0.00006957651,0.0001906806,0.000416343,0.0004352706,0.009320906],"genre_scores_gemma":[0.6607709,0.001481651,0.3228402,0.0002376377,0.00006843985,0.001092582,0.0009478251,0.000299289,0.01226146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9888968,"threshold_uncertainty_score":0.02207696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968225168525045,"score_gpt":0.2628270318793047,"score_spread":0.2431447801940543,"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."}}