{"id":"W3081982436","doi":"10.1016/j.jnucmat.2020.152478","title":"The dependence of damage accumulation on irradiation dose rate in zirconium alloys: Rate theory, atomistic simulation and experimental validation","year":2020,"lang":"en","type":"article","venue":"Journal of Nuclear Materials","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Grain boundary; Irradiation; Materials science; Zirconium; Crystallite; Alloy; Proton; Radiation damage; Composite material; Microstructure; Metallurgy; Nuclear physics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002236356,0.0001326929,0.0002882214,0.00005855084,0.0001206662,0.000309103,0.0001795048,0.00006663035,0.0004915164],"category_scores_gemma":[0.0004558752,0.00009110985,0.00003384297,0.00006824529,0.00008217338,0.0005276675,0.00006071182,0.00006544372,0.00004341351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004275788,"about_ca_system_score_gemma":0.00002843351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001383918,"about_ca_topic_score_gemma":8.357852e-7,"domain_scores_codex":[0.9978903,0.0008530793,0.0007423579,0.0001513958,0.0002192393,0.0001436633],"domain_scores_gemma":[0.9986797,0.0002966323,0.0007507918,0.000109379,0.0001016239,0.0000618463],"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":[0.001949999,0.00002974956,0.00002855016,0.00003812274,0.000007514005,0.00000446003,0.001085324,0.00766577,0.9881259,0.0008846973,0.00002799345,0.0001519047],"study_design_scores_gemma":[0.001213711,0.0006395123,0.04964544,0.0001258333,0.00002617699,0.000004876764,0.0005157065,0.003214168,0.9431093,0.0009202574,0.0004286335,0.0001563385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986962,0.00005724409,0.00001944027,0.0004588912,0.0004889204,0.0002126509,0.00001265181,0.0000132682,0.00004072953],"genre_scores_gemma":[0.9994236,0.00004598431,0.0001050746,0.0002128438,0.0001778769,0.000001765452,0.000002179956,0.00002496486,0.000005703685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04961688,"threshold_uncertainty_score":0.538176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0538830806068998,"score_gpt":0.3058019785909939,"score_spread":0.2519188979840941,"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."}}