{"id":"W4411427720","doi":"10.1177/1045389x251345659","title":"An experimental investigation on the interaction effect of cyclic loading parameters on the mechanical behavior of superelastic NiTi","year":2025,"lang":"en","type":"article","venue":"Journal of Intelligent Material Systems and Structures","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pseudoelasticity; Shape-memory alloy; SMA*; Dissipation; Materials science; Nickel titanium; Structural engineering; Stiffness; Engineering; Computer science; Composite material; Martensite; Physics; Microstructure; Thermodynamics","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":[0.0007481553,0.0001282501,0.0002724781,0.0001142374,0.0001107402,0.0001209472,0.0002104222,0.00006036409,0.0001135316],"category_scores_gemma":[0.0001288754,0.00006182484,0.00007368971,0.00006647994,0.0001091027,0.0001512742,0.00001544327,0.000121213,0.000001411238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005174454,"about_ca_system_score_gemma":0.0000201963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000656921,"about_ca_topic_score_gemma":0.000002114352,"domain_scores_codex":[0.998395,0.0004994978,0.0006447193,0.00009388429,0.0002714447,0.00009548121],"domain_scores_gemma":[0.9988706,0.0005029516,0.0003731509,0.0001463578,0.00006745128,0.00003947195],"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":[0.0004288862,0.00002653449,0.0001241891,0.00006351174,0.00002413226,0.000001197882,0.0005763766,0.000828464,0.9895716,0.008240708,0.00002485989,0.00008950105],"study_design_scores_gemma":[0.0001466477,0.001101658,0.0004777464,0.0003558696,0.00006094906,0.00003659921,0.001462656,0.0002325864,0.9957922,0.0002751452,0.000007878,0.00005006567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969189,0.00002896601,0.0001904051,0.00006004822,0.002383021,0.0003638133,0.00001859351,0.000005581628,0.00003072213],"genre_scores_gemma":[0.9998356,0.000005855662,0.00002945183,0.00003130298,0.00007118162,0.0000163219,0.000001716289,0.000006316399,0.000002262065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007965563,"threshold_uncertainty_score":0.2521144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319242385760658,"score_gpt":0.2987210875848669,"score_spread":0.2667968490088011,"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."}}