{"id":"W4408071900","doi":"10.1007/s12540-025-01923-w","title":"Evaluation of Non-equi-biaxial Residual Stresses from the Surface Displacements Around a Single Indentation","year":2025,"lang":"en","type":"article","venue":"Metals and Materials International","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Ministry of Trade, Industry and Energy","keywords":"Materials science; Solid mechanics; Residual stress; Indentation; Surface (topology); Composite material; Residual; Geometry","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":[0.0004111918,0.0004975053,0.0004255895,0.0009248154,0.0002587225,0.0004844767,0.0005531805,0.0005060572,0.002473652],"category_scores_gemma":[0.001523152,0.0001939345,0.0002679816,0.0006878626,0.0004128089,0.0005928854,0.0002590505,0.0003411454,0.0003571182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000288828,"about_ca_system_score_gemma":0.0003347662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001173604,"about_ca_topic_score_gemma":0.002277235,"domain_scores_codex":[0.9995514,0.0000287548,0.00002065109,0.00006190322,0.000295733,0.00004161031],"domain_scores_gemma":[0.9989079,0.0003822604,0.0001229937,0.0001120329,0.0004304845,0.00004427835],"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":[0.001593299,0.0002779182,0.007676275,0.0006553744,0.00006418638,0.0006295958,0.0006033425,0.05403734,0.8033842,0.001079849,0.0005313679,0.1294672],"study_design_scores_gemma":[0.00003180823,0.00141722,0.1023949,0.00006757682,0.00008796842,0.0005322694,0.0006643623,0.472888,0.4191853,0.0003946632,0.002232306,0.0001036468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580848,0.000339584,0.03601035,0.00005094962,0.00006038255,0.0000565056,0.0002845677,0.0004745348,0.004638315],"genre_scores_gemma":[0.9914573,0.0001118023,0.006356867,0.000006675625,0.00001047488,0.00001712459,0.0001878373,0.00005051009,0.00180134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002473652,"threshold_uncertainty_score":0.008275211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02917568187490434,"score_gpt":0.2867866211174042,"score_spread":0.2576109392424999,"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."}}