{"id":"W2558321968","doi":"10.1115/pvp2016-63862","title":"Three-Dimensional Finite Element Analyses of Compact Tension Specimens of Irradiated Zr-2.5Nb Materials Using Submodeling","year":2016,"lang":"en","type":"article","venue":"","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Materials science; Tension (geology); Finite element method; Composite material; Fracture (geology); Front (military); Stress (linguistics); Parametric statistics; Stress concentration; Fracture mechanics; Structural engineering; Geology; Ultimate tensile strength","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006403609,0.0002039262,0.0005705489,0.0001238902,0.00008107537,0.00003732361,0.0001892272,0.00007081511,0.01099225],"category_scores_gemma":[0.00006599141,0.0001126086,0.00008012902,0.0001027103,0.0001580351,0.0002131378,0.0001210586,0.00002192587,0.0001029353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000391151,"about_ca_system_score_gemma":0.00005849252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001562798,"about_ca_topic_score_gemma":0.0000308608,"domain_scores_codex":[0.9980645,0.0001141957,0.0008337391,0.0002921114,0.0003845893,0.0003108647],"domain_scores_gemma":[0.998835,0.0001078269,0.0003920968,0.0003436392,0.0002496449,0.00007179152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002817129,0.00005821862,0.0001554914,0.00004621184,0.00002711966,0.000002026374,0.00003580549,0.00198286,0.9970567,0.0001386404,0.0001577246,0.00005752052],"study_design_scores_gemma":[0.0005027248,0.0001379686,0.002781274,0.0002372202,0.00004976988,0.000004126509,0.00002257368,0.002799036,0.9928743,0.000359806,0.00005139314,0.0001798689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998032,0.00008976935,0.0008922899,0.00009849325,0.0004083606,0.0001700686,0.0001785014,0.00004516752,0.00008530771],"genre_scores_gemma":[0.9949584,0.00001651486,0.004823613,0.00004806595,0.00007331355,9.626096e-7,0.000006891645,0.00002600526,0.00004623702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01088931,"threshold_uncertainty_score":0.9899119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238902016623649,"score_gpt":0.3127629238800547,"score_spread":0.1888727222176898,"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."}}