{"id":"W2088329482","doi":"10.1007/s11665-009-9442-6","title":"Damping in Civil Engineering Using SMA. The Fatigue Behavior and Stability of CuAlBe and NiTi Alloys","year":2009,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Damper; Materials science; Nickel titanium; Shape-memory alloy; Oscillation (cell signaling); Structural engineering; SMA*; Alloy; Reduction (mathematics); Amplitude; Metallurgy; Engineering; Computer science; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044323,0.0001284659,0.0002776941,0.0001160591,0.00005551397,0.00007430896,0.00009835783,0.00004764791,0.00002124723],"category_scores_gemma":[0.00006036172,0.00009808743,0.00001721344,0.00008391732,0.00004012023,0.0005050229,0.00002293694,0.0001145386,1.514645e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000222155,"about_ca_system_score_gemma":0.00002098189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009581672,"about_ca_topic_score_gemma":0.000003001343,"domain_scores_codex":[0.9990532,0.000028507,0.0005142574,0.00008957156,0.0001410887,0.0001733164],"domain_scores_gemma":[0.9995776,0.00007780625,0.0001479461,0.00009364734,0.00004827005,0.00005467149],"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":[0.00002734312,0.00001650507,0.002166038,0.0002155061,0.000003743598,0.000002998296,0.0009811536,0.007043447,0.9892262,0.00002774351,5.263192e-7,0.000288845],"study_design_scores_gemma":[0.0005849971,0.0001849937,0.1588947,0.000545459,0.00004320127,0.0003822232,0.0001320295,0.01675489,0.8222564,0.000008570361,0.00002574515,0.0001867222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987556,0.0003303849,0.0005098421,0.00004604115,0.0002236528,0.0001084488,0.000009704971,0.00001088811,0.000005454944],"genre_scores_gemma":[0.997607,0.0002417906,0.002067626,0.00001056041,0.00006134161,0.000002320574,4.950888e-7,0.000008418368,4.75126e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1669697,"threshold_uncertainty_score":0.3999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035155858530292,"score_gpt":0.2474537198877769,"score_spread":0.217102161302474,"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."}}