{"id":"W3122512623","doi":"10.1115/1.4049853","title":"Microstructural Evaluation of Alloy 800H After SCWL Exposure","year":2021,"lang":"en","type":"article","venue":"Journal of Nuclear Engineering and Radiation Science","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electron backscatter diffraction; Alloy; Supercritical fluid; Scanning electron microscope; Materials science; Microstructure; Raman spectroscopy; Metallurgy; Composite material; Chemistry; Optics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001361592,0.0000588866,0.000128092,0.0000898962,0.00005874505,0.0001326984,0.0001115445,0.00002730484,0.0002726989],"category_scores_gemma":[0.0002578715,0.00004523786,0.00002920497,0.0001553566,0.00009084272,0.000459388,0.000037899,0.00005079834,0.000005146008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003562479,"about_ca_system_score_gemma":0.0001154817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000249564,"about_ca_topic_score_gemma":1.867498e-7,"domain_scores_codex":[0.998993,0.00003790106,0.0002665711,0.00009821627,0.0004961759,0.0001080722],"domain_scores_gemma":[0.9991954,0.00001560211,0.0001555082,0.00008870762,0.0004829542,0.00006183256],"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":[0.00001707426,0.000005773707,0.00008379187,0.0000170852,0.000002601077,0.00000245468,0.0006231026,0.003123207,0.9940268,0.00006715956,0.00003672397,0.001994266],"study_design_scores_gemma":[0.000955534,0.0002371752,0.1668082,0.0001824616,0.00007316435,0.0004509111,0.0004791856,0.0201363,0.8030895,0.0001205704,0.007231779,0.0002351826],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978685,0.001088671,0.00001144511,0.0001726379,0.0007953218,0.00002652847,0.000002964127,0.00000658451,0.00002739773],"genre_scores_gemma":[0.9969561,0.00008277536,0.002798397,0.00004756583,0.0001006078,3.050485e-7,1.467356e-7,0.000006935252,0.000007165734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1909373,"threshold_uncertainty_score":0.2985862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194718509221024,"score_gpt":0.2331138948145735,"score_spread":0.2211667097223632,"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."}}