{"id":"W2427377318","doi":"10.1177/1045389x15620044","title":"Experimental validation of a one-dimensional model for monolithic shape memory alloys with multiple pseudoelastic plateaus","year":2015,"lang":"en","type":"article","venue":"Journal of Intelligent Material Systems and Structures","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smarter Alloys (Canada); University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shape-memory alloy; Pseudoelasticity; Nickel titanium; Materials science; Mechanical engineering; Structural engineering; Composite material; Martensite; Engineering; Microstructure","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":[0.0003416826,0.0003506571,0.0002760489,0.0001928903,0.0002872342,0.0004345172,0.0009710538,0.0007776894,0.001543448],"category_scores_gemma":[0.0006422211,0.0002129556,0.0002609362,0.0001592452,0.0004322776,0.0004080456,0.0002841861,0.0003942692,0.0002725984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005217206,"about_ca_system_score_gemma":0.0005022915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785323,"about_ca_topic_score_gemma":0.001868172,"domain_scores_codex":[0.9998621,0.00001752971,0.00000742652,0.00002977284,0.00006894617,0.00001433618],"domain_scores_gemma":[0.9997534,0.0000864589,0.00002891667,0.00005620818,0.00006381643,0.0000112452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002094459,0.0002418415,0.001302068,0.0001596261,0.00001394903,0.0002041682,0.0001669532,0.6235278,0.3577201,0.00788971,0.0003078157,0.008256502],"study_design_scores_gemma":[0.00001251373,0.0001050384,0.0003897119,0.00000419265,0.000003681458,0.00001705936,0.00001298793,0.954789,0.04399368,0.0002390835,0.0004251538,0.000008039418],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.840079,0.0001612155,0.148513,0.000182133,0.00004919597,0.0001671268,0.0004477046,0.0006120137,0.009788589],"genre_scores_gemma":[0.9836041,0.00006253586,0.014738,0.00001150546,0.000002915784,0.0001006561,0.00007824897,0.00002354206,0.001378402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001785323,"threshold_uncertainty_score":0.005163372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04959113558522502,"score_gpt":0.2748917442442065,"score_spread":0.2253006086589815,"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."}}