{"id":"W4382679997","doi":"10.1177/1045389x231185458","title":"Mechanical properties and constitutive models of shape memory alloy for structural engineering: A review","year":2023,"lang":"en","type":"review","venue":"Journal of Intelligent Material Systems and Structures","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shape-memory alloy; Pseudoelasticity; SMA*; Constitutive equation; Structural engineering; Dissipation; Materials science; Compression (physics); Ultimate tensile strength; Finite element method; Computer science; Mechanical engineering; Engineering; Composite material; Martensite","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007532506,0.001489344,0.001752033,0.003823154,0.0003291163,0.001033049,0.001332872,0.001436037,0.003188211],"category_scores_gemma":[0.001285194,0.0006860495,0.001127962,0.003785675,0.0004860184,0.001669821,0.0005175523,0.001041171,0.001859416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004714997,"about_ca_system_score_gemma":0.001199191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001718349,"about_ca_topic_score_gemma":0.002242739,"domain_scores_codex":[0.9997215,0.00003440024,0.00004737379,0.00005893469,0.0001231622,0.00001466642],"domain_scores_gemma":[0.9993055,0.0004122021,0.00008254107,0.00002134411,0.0001627305,0.00001571312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004881251,0.0001499191,0.0005406399,0.05198151,0.0002116466,0.000242392,0.0001602625,0.005031919,0.00703452,0.01211211,0.01767974,0.9048066],"study_design_scores_gemma":[0.00001385504,0.0002125067,0.001527145,0.008916066,0.000448169,0.001413371,0.0001353284,0.002826856,0.004109393,0.005917729,0.9743847,0.00009495681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004677433,0.9964027,0.0013181,0.0001321603,0.0001308336,0.000009811526,0.00006205926,0.00001665674,0.001459783],"genre_scores_gemma":[0.002126702,0.9953702,0.001416801,0.00007640907,0.0001112682,0.00001653343,0.0000957501,0.000007148084,0.0007791985],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003823154,"threshold_uncertainty_score":0.01066566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185977148211569,"score_gpt":0.3177788577323695,"score_spread":0.1991811429112125,"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."}}