{"id":"W2898240675","doi":"10.1115/pvp2018-84990","title":"Limit Load Analysis of a Torispherical Head With Thermal Hot Spot Damage","year":2018,"lang":"en","type":"article","venue":"","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Materials science; Thermal; Pressure vessel; Hotspot (geology); Structural engineering; Hot spot (computer programming); Head (geology); Thermal shock; Internal pressure; Mechanics; Nuclear engineering; Composite material; Computer science; Engineering; Geology","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":[0.0003897506,0.0004804119,0.0005414612,0.001013895,0.0003799108,0.0005532161,0.001006473,0.001087483,0.002026523],"category_scores_gemma":[0.001139242,0.0002749156,0.0005374615,0.0004105772,0.001074068,0.0006126492,0.0005123543,0.0003194112,0.0002155162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008366992,"about_ca_system_score_gemma":0.0004939417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007695938,"about_ca_topic_score_gemma":0.003876715,"domain_scores_codex":[0.9997056,0.00003728984,0.000008480688,0.00003859637,0.0001588546,0.00005113539],"domain_scores_gemma":[0.9993834,0.0002862343,0.0001075144,0.00004965627,0.0001441007,0.00002898934],"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":[0.0002400706,0.00006187536,0.003288747,0.0001837972,0.00003308966,0.001029244,0.0001658999,0.9232311,0.05850098,0.00176736,0.0006085833,0.01088924],"study_design_scores_gemma":[0.000004185668,0.0001171515,0.002668772,0.000005434445,0.00001236679,0.0001405465,0.00006542617,0.9886581,0.007764982,0.0003234449,0.0002249185,0.00001458308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8950229,0.0009135955,0.09039822,0.0002256781,0.00004220678,0.0001178617,0.0003274953,0.0004276203,0.01252441],"genre_scores_gemma":[0.9969935,0.0001063634,0.001630433,0.00001105431,0.000005659448,0.00001691808,0.00004027253,0.000012839,0.001182951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007695938,"threshold_uncertainty_score":0.0153023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116856669731706,"score_gpt":0.222372785402297,"score_spread":0.2106871184291265,"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."}}