{"id":"W2028231505","doi":"10.1063/1.4913614","title":"Deformation mechanism study of a hot rolled Zr-2.5Nb alloy by transmission electron microscopy. II. <i>In situ</i> transmission electron microscopy study of deformation mechanism change of a Zr-2.5Nb alloy upon heavy ion irradiation","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"University Network of Excellence in Nuclear Engineering; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Transmission electron microscopy; Materials science; Crystal twinning; Irradiation; Dislocation; Alloy; Deformation mechanism; Slip (aerodynamics); Deformation (meteorology); Zirconium alloy; Crystallography; Composite material; Condensed matter physics; Microstructure; Chemistry; Nanotechnology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001927542,0.0004305213,0.001131386,0.0002793301,0.0001692463,0.00006863825,0.0004385644,0.0002148333,0.00002008487],"category_scores_gemma":[0.000009605602,0.0003482021,0.0001488732,0.0004256469,0.00003308247,0.001000431,0.00006057617,0.0003131609,0.00000487417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002487444,"about_ca_system_score_gemma":0.0001739353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002468299,"about_ca_topic_score_gemma":0.00003620504,"domain_scores_codex":[0.9957885,0.0003643587,0.001910958,0.0003314436,0.001135414,0.0004692836],"domain_scores_gemma":[0.9969324,0.0000356855,0.002156091,0.0003137476,0.0003950976,0.000166994],"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":[0.007458934,0.00330288,0.000008852132,0.0002440026,0.00005369377,0.000001050692,0.04158103,0.001369474,0.9450052,0.0001676068,0.00004994621,0.00075728],"study_design_scores_gemma":[0.006880681,0.009595452,0.0001175057,0.000207743,0.0001854962,0.000006679693,0.00437698,0.001450287,0.974904,0.001897601,0.00007017576,0.0003073834],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963835,0.0001788188,0.001056277,0.00003743495,0.0002712228,0.001988296,0.00001915772,0.0000274985,0.00003773096],"genre_scores_gemma":[0.9984181,0.000196799,0.00108321,0.00003974449,0.0001171806,0.00004896115,0.00003021941,0.00005947342,0.000006313057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03720405,"threshold_uncertainty_score":0.999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807175442009437,"score_gpt":0.2588609100904065,"score_spread":0.2407891556703121,"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."}}