{"id":"W4225151944","doi":"10.3390/met12050761","title":"Effect of Radiation Defects on Thermo–Mechanical Properties of UO2 Investigated by Molecular Dynamics Method","year":2022,"lang":"en","type":"article","venue":"Metals","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Natural Science Foundation of China","keywords":"Materials science; Molecular dynamics; Crystallographic defect; Irradiation; Frenkel defect; Radiation; Work (physics); Radiation damage; Elastic modulus; Thermal; Composite material; Thermal expansion; Reduction (mathematics); Modulus; Thermodynamics; Condensed matter physics; Computational chemistry; Optics; Chemistry; Nuclear physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001929798,0.0001326667,0.0003859517,0.00005312761,0.00007626174,0.00002228992,0.000229364,0.0000423735,0.0004906788],"category_scores_gemma":[0.0002137408,0.00009272787,0.0000816756,0.0001188237,0.0000649982,0.00006512265,0.0001365051,0.00006918592,0.00002042079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005650693,"about_ca_system_score_gemma":0.00003361754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100899,"about_ca_topic_score_gemma":8.859553e-7,"domain_scores_codex":[0.9973277,0.0016572,0.000314448,0.0002064985,0.0003420167,0.0001520879],"domain_scores_gemma":[0.9993998,0.00008202473,0.0002103277,0.0002415229,0.00002865327,0.0000376945],"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":[0.0002760857,0.00004287498,0.000004181503,0.0001400147,0.00001956719,0.000001007634,0.0001541651,0.0007519677,0.9954571,0.0008344052,0.00007880812,0.002239801],"study_design_scores_gemma":[0.0003007741,0.001148652,0.000007232057,0.00002279181,0.00005249516,0.000002430965,0.00002084422,0.002160618,0.9956368,0.0001807331,0.0003649904,0.0001015991],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983782,0.0005558481,0.0001723609,0.00008935952,0.0002177234,0.0003284921,0.00007245922,0.00003859324,0.0001469579],"genre_scores_gemma":[0.9991874,0.000005652564,0.0005017341,0.0001171405,0.000009652788,0.00005295225,0.00001285731,0.00002609518,0.0000865828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002138202,"threshold_uncertainty_score":0.5372589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212871297254518,"score_gpt":0.2407538559546305,"score_spread":0.2286251429820853,"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."}}