{"id":"W2319036480","doi":"10.1115/pvp2013-97077","title":"A Comparison of Finite Element Cohesive-Zone Modelling With the Process-Zone Approach for the Prediction of Delayed Hydride Cracking","year":2013,"lang":"en","type":"article","venue":"","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Finite element method; Cohesive zone model; Cracking; Materials science; Stress (linguistics); Superposition principle; Structural engineering; Mechanics; Engineering; Composite material; Physics","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":[0.0007375877,0.0008640173,0.0008045005,0.0007794084,0.0003996693,0.0008858526,0.001641466,0.001387297,0.001830239],"category_scores_gemma":[0.001893621,0.0004789057,0.0007521961,0.0004875733,0.0004888214,0.0006235006,0.0004253377,0.0007160692,0.000428693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006374962,"about_ca_system_score_gemma":0.001178768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02399464,"about_ca_topic_score_gemma":0.01842725,"domain_scores_codex":[0.999687,0.00008620543,0.00002166348,0.00003157677,0.0001496685,0.00002387689],"domain_scores_gemma":[0.9989595,0.0005795718,0.00006026067,0.0000987114,0.0002677385,0.00003419015],"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":[0.00007036173,0.00006574736,0.001327251,0.00005687621,0.00001641292,0.00003131847,0.00007382916,0.9806855,0.004831351,0.001461661,0.0001058328,0.0112738],"study_design_scores_gemma":[0.00000414338,0.00001999169,0.0001696254,0.000004868843,0.00000290634,0.000004422785,0.00001031934,0.9987975,0.000748308,0.00009499484,0.0001386431,0.00000421127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6110064,0.0007754721,0.3706158,0.0003318177,0.0001137543,0.0001892106,0.0003657931,0.00109217,0.01550945],"genre_scores_gemma":[0.9244971,0.0003882883,0.07238038,0.00004144807,0.00001477737,0.0001422234,0.000235171,0.0001179644,0.002182574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02399464,"threshold_uncertainty_score":0.04770994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04722990913666544,"score_gpt":0.2585413907925435,"score_spread":0.211311481655878,"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."}}