{"id":"W4417230366","doi":"10.1088/1361-665x/ae21ae","title":"An experimental study of specimen size and type effects on cyclic behavior of superelastic NiTi","year":2025,"lang":"","type":"article","venue":"Smart Materials and Structures","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"SMA*; Shape-memory alloy; Nickel titanium; Hysteresis; Modulus; Vibration; Pseudoelasticity","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003023982,0.0003663432,0.0007810183,0.0001657026,0.0002317659,0.0001852343,0.0002416486,0.000150585,0.001153716],"category_scores_gemma":[0.00009314028,0.0003152979,0.00003323777,0.000160655,0.0003145908,0.0002559747,0.0001101789,0.00008167105,0.000003373025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002405608,"about_ca_system_score_gemma":0.00005921268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002386595,"about_ca_topic_score_gemma":0.00004107631,"domain_scores_codex":[0.9976816,0.0004411583,0.0008066441,0.0004798915,0.0002966567,0.000294096],"domain_scores_gemma":[0.9988514,0.000336704,0.0001982428,0.0004203598,0.00008395338,0.0001093038],"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":[0.0007460571,0.0007532801,0.003631587,0.0005119077,0.00005444907,0.000008452217,0.003932151,0.000007428652,0.9891359,0.001008515,0.000009871454,0.0002003952],"study_design_scores_gemma":[0.001557423,0.003432368,0.2672684,0.0001273633,0.0002324399,0.000006813581,0.00174195,0.000002410198,0.7251285,0.0003171151,0.000006430505,0.0001787967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955903,0.0003019008,0.000001563028,0.00001227698,0.002307095,0.001411841,0.0002038999,0.00002220302,0.0001489222],"genre_scores_gemma":[0.9996046,0.00003855714,0.0001354292,0.00003574746,0.00008255336,0.00004579251,0.000009628046,0.00002174476,0.0000259299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2640074,"threshold_uncertainty_score":0.9999299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118154742256591,"score_gpt":0.2897952713290853,"score_spread":0.2779797971034262,"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."}}