{"id":"W4297518098","doi":"10.1007/s11665-022-07410-2","title":"Effect of Ultrasonic Vibration Surface Plastic Deformation Forces on Microstructure and Mechanical Properties of a Medium Entropy Alloy","year":2022,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Materials science; Ultimate tensile strength; Indentation hardness; Microstructure; Composite material; Alloy; Work hardening; Optical microscope; Strain hardening exponent; Deformation (meteorology); Scanning electron microscope","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001760658,0.0001005997,0.0001782371,0.0002140324,0.0002437543,0.0002842978,0.0001724554,0.0002180509,0.001581861],"category_scores_gemma":[0.000442484,0.0001579644,0.0001543031,0.0001645345,0.0002995092,0.0001752731,0.0001177729,0.0001397525,0.0001271929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002533761,"about_ca_system_score_gemma":0.0001650812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001746668,"about_ca_topic_score_gemma":0.00214503,"domain_scores_codex":[0.9999132,0.00001237358,0.000006949084,0.00001349123,0.00003274269,0.00002123094],"domain_scores_gemma":[0.9997748,0.00009494062,0.00003609449,0.00001512432,0.00005290938,0.00002621991],"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":[0.0009642436,0.00003972399,0.003270074,0.00003118248,0.00001315581,0.0001439191,0.00007148641,0.001430095,0.9906656,0.0001088574,0.00003717097,0.003224526],"study_design_scores_gemma":[0.00002725703,0.001057939,0.04873318,0.000004497724,0.00004865485,0.0001378423,0.0001922015,0.0127729,0.9364598,0.00007133387,0.0004793427,0.00001497734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999509,0.00008302126,0.0001412685,0.000008664893,0.000002997061,0.000001117953,0.00001192175,0.000004046289,0.0002378902],"genre_scores_gemma":[0.9997068,0.00002871321,0.00007615433,0.000003531874,0.000001641954,6.6641e-7,0.00001111755,0.000002050602,0.0001693881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001746668,"threshold_uncertainty_score":0.00529182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003640619728395854,"score_gpt":0.1708640009995366,"score_spread":0.1672233812711408,"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."}}