{"id":"W2126787802","doi":"10.1080/15376490500259251","title":"Shape Memory Alloy Wire Reinforced Composites for Structural Damage Repairs","year":2005,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Shape-memory alloy; SMA*; Materials science; Composite material; Finite element method; Structural engineering; Adhesive; Composite number; Martensite; Austenite; Layer (electronics); Computer science; Microstructure","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":[0.0000879233,0.0002765146,0.000192106,0.0003026801,0.0001793092,0.0002103828,0.0002495214,0.0003996872,0.002494971],"category_scores_gemma":[0.0001777834,0.0001265403,0.0001728291,0.0001823244,0.0001593846,0.0002359448,0.0001413538,0.0002332979,0.0006229559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002316436,"about_ca_system_score_gemma":0.0001971927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000319868,"about_ca_topic_score_gemma":0.001496551,"domain_scores_codex":[0.9999319,0.000008694855,0.000001772442,0.000007615743,0.0000441501,0.000005858693],"domain_scores_gemma":[0.9999313,0.00001677654,0.00001504935,0.00001130746,0.00001920478,0.000006420958],"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":[0.0001260313,0.00007509634,0.0006776064,0.0001656742,0.0000118974,0.0002150577,0.00005116336,0.02798685,0.8639672,0.007883377,0.0009437517,0.09789633],"study_design_scores_gemma":[0.00003188231,0.0004458142,0.00231197,0.00003890499,0.00004023693,0.0008102307,0.00007886908,0.2031415,0.7604816,0.004536563,0.02805778,0.00002452242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6954767,0.01369201,0.2546375,0.0005532096,0.0002975677,0.00009098604,0.0001569752,0.002438958,0.03265607],"genre_scores_gemma":[0.9490212,0.002131486,0.0363234,0.00004636124,0.00002641161,0.00002525176,0.00006818392,0.00005524346,0.01230258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002494971,"threshold_uncertainty_score":0.008346498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009629520779315127,"score_gpt":0.2489312576576838,"score_spread":0.2393017368783687,"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."}}