{"id":"W3075467178","doi":"10.1115/1.4048120","title":"Toward a Mechanistic Model of Stress Corrosion Cracking in PHWR Fuel Sheaths","year":2020,"lang":"en","type":"article","venue":"Journal of Nuclear Engineering and Radiation Science","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories; Royal Military College of Canada","funders":"","keywords":"Stress corrosion cracking; Materials science; Corrosion; Stress (linguistics); Nuclear engineering; Cracking; Mechanics; Composite material; Engineering; Physics","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":[0.0006682344,0.0006127724,0.0005702244,0.0006937393,0.0003175394,0.0006832826,0.001706726,0.001024346,0.001285428],"category_scores_gemma":[0.0009921361,0.0004419812,0.0007146721,0.0003274216,0.0005170154,0.00129648,0.0004016815,0.0007043496,0.0003070602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009471204,"about_ca_system_score_gemma":0.0008888519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006092296,"about_ca_topic_score_gemma":0.002852899,"domain_scores_codex":[0.9998484,0.00002894792,0.000007697246,0.00003291705,0.00005935214,0.00002269727],"domain_scores_gemma":[0.9996425,0.0001329677,0.00006418065,0.00003963944,0.0001010543,0.00001956177],"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":[0.00001376422,0.00005508184,0.001188205,0.00004022248,0.000007833311,0.00007884776,0.00003276708,0.9764808,0.01073108,0.008811291,0.0001482467,0.002411839],"study_design_scores_gemma":[0.00000172401,0.00001175526,0.000201013,0.00000158266,0.000001251319,0.00001065013,0.000003770594,0.9982007,0.0006111061,0.0008270493,0.0001270606,0.000002333449],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4481049,0.0006870822,0.5361449,0.0005695848,0.0000482226,0.0002205694,0.0005531382,0.0007245986,0.01294707],"genre_scores_gemma":[0.975343,0.0006100603,0.0195059,0.00004709541,0.00002052177,0.0001450451,0.0002024352,0.00007786559,0.004048062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006092296,"threshold_uncertainty_score":0.01211369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747479806154345,"score_gpt":0.2254751178448546,"score_spread":0.1980003197833111,"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."}}