{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"060753a84660","filters":{"venue":"Shape Memory and Superelasticity"}},"results":[{"id":"W2278040321","doi":"10.1007/s40830-016-0056-1","title":"Gradation of Nanostructures in Cold-Rolled and Annealed Ti–Ni Shape Memory Alloys","year":2016,"lang":"en","type":"article","venue":"Shape Memory and Superelasticity","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"National University of Science and Technology; Ministry of Education and Science of the Russian Federation","keywords":"Nanocrystalline material; Materials science; Substructure; Annealing (glass); Nanostructure; Transmission electron microscopy; Austenite; Amorphous solid; Crystallization; Nanocrystal; Shape-memory alloy; Alloy; Diffraction; Selected area diffraction; Crystallography; Microstructure; Metallurgy; Nanotechnology; Chemical engineering; Optics; Chemistry","authors":[{"name":"С. Д. Прокошкин","is_ca":false},{"name":"Vladimir Braïlovski","is_ca":true},{"name":"S. Dubinskiy","is_ca":false},{"name":"К. Inaekyan","is_ca":true},{"name":"Alena Kreitcberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01210201195310012,"gpt":0.2233768293874443,"spread":0.2112748174343442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006856578,0.0001163125,0.0001634368,0.0001139279,0.0002939294,0.0003539748,0.0002703394,0.0002095829,0.001717742],"category_scores_gemma":[0.0002536442,0.0002027547,0.0001155044,0.00008788533,0.000315658,0.0002311203,0.0001358173,0.0002846742,0.0002417977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000411853,"about_ca_system_score_gemma":0.000145056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001726354,"about_ca_topic_score_gemma":0.00387723,"domain_scores_codex":[0.9999207,0.000004602148,0.000004167508,0.00002006168,0.00003205721,0.00001841016],"domain_scores_gemma":[0.9999275,0.00001279912,0.00001525653,0.00001261584,0.00002228996,0.000009493508],"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":[0.00009986591,0.00001097718,0.0003102925,0.0000278446,0.000003884283,0.00004769288,0.0001469525,0.0003521249,0.9970986,0.0004200063,0.0000768732,0.00140483],"study_design_scores_gemma":[0.000005950579,0.00005981351,0.00402653,0.000002623335,0.000004501914,0.00003261256,0.00009686015,0.002388599,0.9924152,0.00009544353,0.0008667282,0.000005168946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966538,0.0002213751,0.0005654574,0.00002958773,0.00001842889,0.000004547527,0.0000543814,0.00003854281,0.002413812],"genre_scores_gemma":[0.9976472,0.00004624012,0.0003852415,0.00001068829,0.000001971615,0.000003949422,0.00005549184,0.0000172868,0.001831807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001726354,"threshold_uncertainty_score":0.005746424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163115977","doi":"10.1007/s40830-021-00322-5","title":"Structure and Superelasticity of Novel Zr-Rich Ti-Zr–Nb Shape Memory Alloys","year":2021,"lang":"en","type":"article","venue":"Shape Memory and Superelasticity","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Pseudoelasticity; Materials science; Shape-memory alloy; Alloy; Annealing (glass); Microstructure; Metallurgy; Diffusionless transformation; Martensite; Composite material","authors":[{"name":"Anton S. Konopatsky","is_ca":false},{"name":"Vadim Sheremetyev","is_ca":false},{"name":"S. Dubinskiy","is_ca":false},{"name":"Yulia Zhukova","is_ca":false},{"name":"Konstantin L. Firestein","is_ca":false},{"name":"Dmitri Golberg","is_ca":false},{"name":"M. R. Filonov","is_ca":false},{"name":"С. Д. Прокошкин","is_ca":false},{"name":"Vladimir Braïlovski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01710165831944176,"gpt":0.2204574306476232,"spread":0.2033557723281815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006864933,0.000167023,0.0001462156,0.0002452001,0.0002447461,0.0002997472,0.0004725939,0.0002260864,0.001031205],"category_scores_gemma":[0.0001045778,0.0002043208,0.0001036216,0.0001422269,0.0002591074,0.0001652371,0.000154606,0.0001545055,0.0002128447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672906,"about_ca_system_score_gemma":0.0001514346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143382,"about_ca_topic_score_gemma":0.001950981,"domain_scores_codex":[0.9999528,0.000004836545,0.000002492496,0.000008963248,0.00002092815,0.000009880742],"domain_scores_gemma":[0.9999454,0.000005620415,0.00001937698,0.000006161174,0.00001606323,0.000007306186],"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":[0.00008878994,0.00001019672,0.0002505306,0.00002897686,0.000005242862,0.00006257689,0.00003473875,0.0003567711,0.9977745,0.0006662545,0.00004368567,0.0006776607],"study_design_scores_gemma":[0.00003151129,0.0002394932,0.009677776,0.000006484268,0.0000250668,0.0003317328,0.0001302134,0.0099132,0.9757487,0.0003118862,0.003570506,0.00001338657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968496,0.0004218785,0.0006264134,0.00002375929,0.000009054453,0.000004718742,0.00003850615,0.00001846796,0.002007752],"genre_scores_gemma":[0.9972321,0.0001068721,0.0006582905,0.000008022767,0.000004121477,0.000004989941,0.00007278447,0.000008346727,0.001904353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001143382,"threshold_uncertainty_score":0.003449798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2761446449","doi":"10.1007/s40830-017-0125-0","title":"Effect of Laser Powder Bed Fusion Parameters on the Microstructure and Texture Development in Superelastic Ti–18Zr–14Nb Alloy","year":2017,"lang":"en","type":"article","venue":"Shape Memory and Superelasticity","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Microstructure; Materials science; Alloy; Texture (cosmology); Scanning electron microscope; Fusion; Laser; Laser power scaling; Power density; Composite material; Metallurgy; Power (physics); Optics; Image (mathematics)","authors":[{"name":"Alena Kreitcberg","is_ca":true},{"name":"Vladimir Braïlovski","is_ca":true},{"name":"Vadim Sheremetyev","is_ca":false},{"name":"С. Д. Прокошкин","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008867147869435566,"gpt":0.2086349328757331,"spread":0.1997677850062975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000185989,0.0001232428,0.0002286468,0.0001749639,0.0002127532,0.0002513986,0.0002017419,0.0001894591,0.001692588],"category_scores_gemma":[0.0003704139,0.0002061528,0.0001787571,0.0001851933,0.000226774,0.0002702286,0.000128499,0.0002181917,0.0001738585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003893191,"about_ca_system_score_gemma":0.0002034089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002188909,"about_ca_topic_score_gemma":0.004019528,"domain_scores_codex":[0.999897,0.00001020949,0.000008173736,0.00002368779,0.00003674495,0.00002414342],"domain_scores_gemma":[0.9998255,0.00005962679,0.0000382503,0.00001604486,0.00004567574,0.00001493553],"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":[0.0005005974,0.00003272635,0.0006188541,0.00003756552,0.000008034313,0.00004942106,0.00007191359,0.0006347775,0.9951354,0.00007752657,0.00006640925,0.002766745],"study_design_scores_gemma":[0.00001458942,0.0002357788,0.007915636,0.000002012951,0.00001556558,0.00004306378,0.00005357667,0.002555799,0.9886397,0.00002161341,0.0004930156,0.00000959566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989352,0.0002246318,0.0003736986,0.00001432961,0.00000708175,0.00000262194,0.00003322876,0.00001892144,0.0003903527],"genre_scores_gemma":[0.9991676,0.00008283111,0.0002515164,0.000005273118,0.000002070611,0.00000269742,0.00002678161,0.000009510089,0.0004518809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002188909,"threshold_uncertainty_score":0.005662262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2186576382","doi":"10.1007/s40830-015-0026-z","title":"Nanostructured Ti–Ni Shape Memory Alloys Produced by Thermomechanical Processing","year":2015,"lang":"en","type":"article","venue":"Shape Memory and Superelasticity","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Nanocrystalline material; Thermomechanical processing; Materials science; SMA*; Shape-memory alloy; Annealing (glass); Superplasticity; Severe plastic deformation; Crystallization; Grain size; Metallurgy; Deformation (meteorology); Composite material; Microstructure; Nanotechnology; Chemical engineering; Computer science","authors":[{"name":"С. Д. Прокошкин","is_ca":false},{"name":"Vladimir Braïlovski","is_ca":true},{"name":"К. Inaekyan","is_ca":true},{"name":"Vincent Demers","is_ca":true},{"name":"Alena Kreitcberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0254831748113227,"gpt":0.2450026083191398,"spread":0.2195194335078171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005316722,0.0001495049,0.0001674392,0.0001479383,0.0002399102,0.0002441565,0.0002468866,0.0002252595,0.001475435],"category_scores_gemma":[0.0001535374,0.0001993745,0.0001203048,0.0001338977,0.0001907468,0.0002048189,0.0001531613,0.0003093427,0.0004288471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003145942,"about_ca_system_score_gemma":0.0001633712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004647193,"about_ca_topic_score_gemma":0.002329542,"domain_scores_codex":[0.999944,0.000002487845,0.000003383711,0.00001299784,0.00002775655,0.000009372051],"domain_scores_gemma":[0.999963,0.000004210117,0.000009551421,0.000007696625,0.00001064425,0.000004890514],"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":[0.00002821406,0.000006156335,0.00006732267,0.00001869749,0.000001851464,0.00003215639,0.00002040792,0.0001949425,0.9978574,0.0003646589,0.00005724362,0.001350928],"study_design_scores_gemma":[0.000006090744,0.00004156536,0.001086865,0.000001832257,0.000004280913,0.00006770327,0.0000174633,0.00170773,0.9947734,0.000106528,0.002182977,0.000003547556],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851162,0.0004464845,0.004096405,0.00006281443,0.00008760767,0.00002408129,0.0001107392,0.00009209749,0.009963642],"genre_scores_gemma":[0.9903347,0.0001404689,0.003974164,0.00002035952,0.000008651549,0.00001708067,0.0001159436,0.00003162197,0.005357133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001475435,"threshold_uncertainty_score":0.004935801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220884073","doi":"10.1007/s40830-022-00363-4","title":"Structure and Properties of Ti–50.2Ni Alloy Processed by Laser Powder Bed Fusion and Subjected to a Combination of Thermal Cycling and Heat Treatments","year":2022,"lang":"en","type":"article","venue":"Shape Memory and Superelasticity","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Materials science; Temperature cycling; Diffusionless transformation; Shape-memory alloy; Annealing (glass); Alloy; Composite material; Atmospheric temperature range; Cycling; Metallurgy; Martensite; Thermal; Microstructure; Thermodynamics","authors":[{"name":"M. Tsaturyants","is_ca":true},{"name":"Vadim Sheremetyev","is_ca":false},{"name":"S. Dubinskiy","is_ca":false},{"name":"В. С. Комаров","is_ca":false},{"name":"K. A. Polyakova","is_ca":false},{"name":"Andrey Korotitskiy","is_ca":false},{"name":"С. Д. Прокошкин","is_ca":false},{"name":"E. V. Borisov","is_ca":false},{"name":"Kirill Starikov","is_ca":false},{"name":"D. Kaledina","is_ca":false},{"name":"Anatoly Popovich","is_ca":false},{"name":"Vladimir Braïlovski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00807694924775786,"gpt":0.1840225798624059,"spread":0.175945630614648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009006345,0.000146171,0.0001396622,0.0003597476,0.0003471341,0.0001844913,0.0003506309,0.0003790715,0.003025657],"category_scores_gemma":[0.0001337618,0.0001385578,0.0001572607,0.0002101688,0.0003322442,0.0001625666,0.00006658419,0.000142512,0.0003696589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004892192,"about_ca_system_score_gemma":0.0002767562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007733255,"about_ca_topic_score_gemma":0.007681658,"domain_scores_codex":[0.9999362,0.000003433151,0.000002015798,0.00001415398,0.00003042411,0.00001372111],"domain_scores_gemma":[0.9999217,0.00001296044,0.00001946511,0.00000703543,0.00002775556,0.00001106277],"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":[0.0008115545,0.00005259982,0.002702085,0.00007137731,0.00001573365,0.0002571629,0.0001102085,0.003206862,0.9885615,0.0008021807,0.0005468147,0.002861931],"study_design_scores_gemma":[0.00005349756,0.001011458,0.1219191,0.00001376801,0.00005365381,0.0004604037,0.0003056022,0.02167162,0.8488121,0.0003833969,0.00527925,0.00003618414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955871,0.0003496677,0.0003885858,0.0000364619,0.00001378633,0.000004763906,0.0003452121,0.00004171918,0.003232749],"genre_scores_gemma":[0.9973028,0.00004915939,0.0001774777,0.0000101952,0.000002724133,0.0000034751,0.0004638107,0.00000864181,0.001981703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007733255,"threshold_uncertainty_score":0.01537651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947622302","doi":"10.1007/s40830-019-00218-5","title":"Optimization of Post-processing Annealing Conditions of the Laser Powder Bed-Fused Ti–18Zr–14Nb Shape Memory Alloy: Structure and Functional Properties","year":2019,"lang":"en","type":"article","venue":"Shape Memory and Superelasticity","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Equiaxed crystals; Materials science; Microstructure; Annealing (glass); Alloy; Shape-memory alloy; Recrystallization (geology); Fusion; Grain size; Titanium alloy; Composite material; Metallurgy","authors":[{"name":"Alena Kreitcberg","is_ca":true},{"name":"Vadim Sheremetyev","is_ca":false},{"name":"M. Tsaturyants","is_ca":true},{"name":"С. Д. Прокошкин","is_ca":false},{"name":"Vladimir Braïlovski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01294141550718006,"gpt":0.198679721282132,"spread":0.1857383057749519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003028813,0.0003933277,0.0003541518,0.000257014,0.0003050274,0.000332714,0.0003954185,0.0003412261,0.001721279],"category_scores_gemma":[0.0003782742,0.0002751314,0.0002451205,0.0002636128,0.000147726,0.0002674548,0.0001215966,0.0003504216,0.0004457363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003830363,"about_ca_system_score_gemma":0.0004748506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002198986,"about_ca_topic_score_gemma":0.00617641,"domain_scores_codex":[0.9998533,0.00001060643,0.00001129495,0.00004076903,0.00005433624,0.0000296482],"domain_scores_gemma":[0.9998657,0.00002578202,0.00002739112,0.000014184,0.00005858972,0.000008258194],"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":[0.0001620542,0.00002970424,0.0003183008,0.000101503,0.000009153883,0.00002197432,0.00004089517,0.0006534836,0.9959658,0.0000931358,0.00009740527,0.002506506],"study_design_scores_gemma":[0.00001064352,0.0001774682,0.004073805,0.000003535738,0.00001876933,0.00002955326,0.00002737724,0.00256478,0.9916115,0.00002091598,0.001451425,0.00001014209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917251,0.0008709349,0.005295014,0.00006399284,0.00004566894,0.00004666015,0.0003325496,0.0001473464,0.001472807],"genre_scores_gemma":[0.9909582,0.000363587,0.007038977,0.00001805402,0.000009450121,0.00004451561,0.000321998,0.00009033313,0.001154821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002198986,"threshold_uncertainty_score":0.005758286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361214992","doi":"10.1007/s40830-023-00431-3","title":"Standardization of Shape Memory Alloys from Material to Actuator","year":2023,"lang":"en","type":"article","venue":"Shape Memory and Superelasticity","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ATS Automation Tooling Systems (Canada)","funders":"","keywords":"Actuator; Shape-memory alloy; Temperature cycling; Nickel titanium; SMA*; Materials science; Torque; Mechanical engineering; Standardization; Context (archaeology); Thermal; Computer science; Structural engineering; Metallurgy; Engineering","authors":[{"name":"Douglas E. Nicholson","is_ca":false},{"name":"Othmane Benafan","is_ca":false},{"name":"Glen S. Bigelow","is_ca":false},{"name":"Dean Pick","is_ca":true},{"name":"Alexander Demblon","is_ca":false},{"name":"James H. Mabe","is_ca":false},{"name":"İbrahim Karaman","is_ca":false},{"name":"Brian van Doren","is_ca":false},{"name":"Drew J. Forbes","is_ca":false},{"name":"Frank Sczerzenie","is_ca":false},{"name":"Luca Fumagalli","is_ca":false},{"name":"C. Wallner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01837882722325186,"gpt":0.2487181903286095,"spread":0.2303393631053576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001999761,0.001149862,0.0006776652,0.002305772,0.0008559594,0.001470903,0.001342005,0.0007175697,0.00378535],"category_scores_gemma":[0.001568598,0.0005243834,0.0005679969,0.002212971,0.001031475,0.001549208,0.00115702,0.001768229,0.002703158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007650513,"about_ca_system_score_gemma":0.001266455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007106593,"about_ca_topic_score_gemma":0.001334841,"domain_scores_codex":[0.9987274,0.0001786048,0.0002661546,0.0002471598,0.0004878884,0.00009274035],"domain_scores_gemma":[0.9987803,0.00008333255,0.0001229091,0.0004377942,0.0005363977,0.00003932088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002765683,0.0001676708,0.0007541185,0.001043032,0.00004346157,0.0003323715,0.000496519,0.002172342,0.6640303,0.136326,0.008325147,0.1860324],"study_design_scores_gemma":[0.0000144636,0.0003223786,0.001283779,0.00009863774,0.00005266843,0.0006566853,0.0001256629,0.001151187,0.5762935,0.007587529,0.4123757,0.00003773359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1902407,0.0318392,0.5478287,0.002673909,0.008598621,0.0009194457,0.003942274,0.004481807,0.2094754],"genre_scores_gemma":[0.4610923,0.0360525,0.3602435,0.001215862,0.001332373,0.001018583,0.007870875,0.002711707,0.1284623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00378535,"threshold_uncertainty_score":0.01266325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401209848","doi":"10.1007/s40830-024-00497-7","title":"On the Mechanisms and Thermocyclic Stability of β → ωiso Transformation in a Superelastic Ti–Nb–Zr Shape Memory Alloy","year":2024,"lang":"en","type":"article","venue":"Shape Memory and Superelasticity","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Shape-memory alloy; Materials science; Pseudoelasticity; Alloy; Transformation (genetics); Metallurgy; Microstructure; Chemistry; Martensite","authors":[{"name":"A. P. Baranova","is_ca":false},{"name":"S. Dubinskiy","is_ca":false},{"name":"Anton S. Konopatsky","is_ca":false},{"name":"Г. В. Маркова","is_ca":false},{"name":"Irina Vvedenskaia","is_ca":false},{"name":"С. Д. Прокошкин","is_ca":false},{"name":"Vladimir Braïlovski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01721538369121277,"gpt":0.2152071154244449,"spread":0.1979917317332321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001689007,0.0001678506,0.0001126513,0.0002308674,0.0003079923,0.0003348007,0.0004509025,0.0001871569,0.002502733],"category_scores_gemma":[0.0002480735,0.0001442991,0.0001412612,0.0001063212,0.0005768066,0.0004351501,0.0002133458,0.0002910491,0.0002529957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003307399,"about_ca_system_score_gemma":0.0002612541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00142701,"about_ca_topic_score_gemma":0.001202966,"domain_scores_codex":[0.999944,0.000005592188,0.000002504953,0.00001244027,0.00001880599,0.0000166076],"domain_scores_gemma":[0.9998772,0.00004363784,0.00003314919,0.00001951705,0.00001976803,0.000006693471],"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":[0.0003882923,0.00005069089,0.001429975,0.00009386315,0.00001627778,0.0001942663,0.0002214913,0.002505548,0.9713537,0.01566516,0.0001286524,0.007952161],"study_design_scores_gemma":[0.00001792077,0.0002101196,0.006100309,0.000007750798,0.00001770866,0.0001804473,0.000247704,0.01993932,0.967317,0.002919283,0.003021603,0.00002080757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920728,0.001225293,0.002707222,0.00008090021,0.00001857333,0.00001050687,0.00002870497,0.00003220942,0.003823854],"genre_scores_gemma":[0.9986785,0.0002214461,0.0002232555,0.000009115204,0.000004557448,0.000003555191,0.00002228374,0.000006441384,0.0008309036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002502733,"threshold_uncertainty_score":0.008372486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414581740","doi":"10.1007/s40830-025-00575-4","title":"Application of Shape Memory Alloys Inside a Ram Air Door Rotary Actuator","year":2025,"lang":"en","type":"article","venue":"Shape Memory and Superelasticity","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"3v Geomatics (Canada)","funders":"","keywords":"Actuator; SMA*; Aerospace; Shape-memory alloy; Torque; Rotary actuator; Tube (container); Displacement (psychology); Automation","authors":[{"name":"Dean Pick","is_ca":true},{"name":"R. M. Richman","is_ca":true},{"name":"Daniel Tran","is_ca":true},{"name":"Frederick T. Calkins","is_ca":false},{"name":"Douglas E. Nicholson","is_ca":false},{"name":"Zachary R. Jones","is_ca":false},{"name":"Jason Steadele","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01034570716960218,"gpt":0.2422786930380923,"spread":0.2319329858684901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001598244,0.0002467315,0.0002983809,0.0001483556,0.0003304516,0.0003907638,0.0004030197,0.0003947278,0.001632498],"category_scores_gemma":[0.0002100158,0.0001525965,0.0002467699,0.0001211767,0.0002401801,0.0003122673,0.0003114161,0.0002614644,0.0003704539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150336,"about_ca_system_score_gemma":0.0001586255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002228007,"about_ca_topic_score_gemma":0.0004621068,"domain_scores_codex":[0.9998825,0.00001605137,0.000006728771,0.00002345845,0.00004513911,0.00002614979],"domain_scores_gemma":[0.9999039,0.0000257546,0.00001915245,0.00002046892,0.00001843891,0.0000121623],"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":[0.0001053288,0.00001378392,0.00010567,0.00004388327,0.000003180531,0.0001207868,0.00004194466,0.0001835236,0.9952821,0.0003000943,0.00004405834,0.003755605],"study_design_scores_gemma":[0.00001007377,0.0002667253,0.0008367552,0.000003621052,0.00001081041,0.0001600757,0.00005630686,0.002594869,0.993422,0.00004104322,0.00259196,0.0000058726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842387,0.0008350205,0.008777046,0.000114389,0.0001170891,0.00002424873,0.00002774629,0.0002178969,0.005647868],"genre_scores_gemma":[0.9917207,0.0001809391,0.005207341,0.00001989886,0.00001582815,0.000006038236,0.0000161644,0.00002137685,0.002811637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001632498,"threshold_uncertainty_score":0.005461276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}