{"id":"W4415717816","doi":"10.1016/j.jmst.2025.10.042","title":"Deformation mechanisms of an additively manufactured high-entropy alloy under cyclic loading","year":2025,"lang":"en","type":"article","venue":"Journal of Material Science and Technology","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Toronto Metropolitan University","funders":"Natural Resources Canada; Alberta Innovates; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Toronto Metropolitan University","keywords":"Misorientation; Crystal twinning; Electron backscatter diffraction; Slip (aerodynamics); Deformation (meteorology); Deformation mechanism; Grain boundary; Plasticity; Alloy","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":[0.000282078,0.00008159599,0.0001999787,0.0005379845,0.00009523879,0.00003161747,0.0002359623,0.00008103561,0.00002175446],"category_scores_gemma":[0.00005359552,0.00006415087,0.00001475055,0.000378262,0.0002440972,0.0003837261,0.00006558836,0.00009219107,0.000001224796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009046622,"about_ca_system_score_gemma":0.00003823968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005818145,"about_ca_topic_score_gemma":0.000004212315,"domain_scores_codex":[0.999274,0.000009672576,0.0002756128,0.00007730804,0.0001836627,0.0001797217],"domain_scores_gemma":[0.9996163,0.0000094121,0.0001161228,0.00007959804,0.0001468402,0.00003169295],"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":[0.00001547763,0.00001030146,0.00001417369,0.00001683206,0.00002350251,0.000003846215,0.00004117738,0.0002683205,0.9596701,0.03879177,0.0000574511,0.001087106],"study_design_scores_gemma":[0.0002825103,0.0001449493,0.001548324,0.00004151962,0.00001941263,0.00003714703,0.0003134392,0.0003878943,0.9644155,0.03252165,0.0002259991,0.00006164143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935622,0.00002883414,0.004995847,0.0004795673,0.0007473329,0.00005430568,0.000006611993,0.00005228752,0.00007301591],"genre_scores_gemma":[0.9975057,0.0000655272,0.002369711,0.00002107623,0.00002672231,0.000001699729,6.068435e-7,0.000004166659,0.000004786553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006270119,"threshold_uncertainty_score":0.2615997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00385095010970488,"score_gpt":0.2113129850728936,"score_spread":0.2074620349631887,"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."}}