{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":62,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":62,"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":"f134bad588b0","filters":{"venue":"Mechanics of Advanced Materials and Structures"}},"results":[{"id":"W3119597334","doi":"10.1080/15376494.2020.1849880","title":"Crushing characteristics of bionic thin-walled tubes inspired by bamboo and beetle forewing","year":2021,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"Natural Science Foundation of Hunan Province; National Natural Science Foundation of China","keywords":"Crashworthiness; Materials science; Finite element method; Tube (container); Structural engineering; Bamboo; Composite number; Composite material; Mechanical engineering; Engineering","authors":[{"name":"Linwei Zhang","is_ca":false},{"name":"Yong Zhong","is_ca":false},{"name":"Wenxiao Tan","is_ca":false},{"name":"Chao Gong","is_ca":false},{"name":"Yong Hu","is_ca":true},{"name":"Zhonghao Bai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003852214891750993,"gpt":0.1866255308297682,"spread":0.1827733159380172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000125289,0.0002169564,0.0001337234,0.0003212546,0.00009726897,0.0001549803,0.0001616876,0.0002568183,0.0003972483],"category_scores_gemma":[0.0002331501,0.00008272025,0.0001448243,0.0001581152,0.0001701705,0.0001808704,0.00009277477,0.0001155005,0.00008416209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251764,"about_ca_system_score_gemma":0.00005764395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003588244,"about_ca_topic_score_gemma":0.0009254214,"domain_scores_codex":[0.9999347,0.000006027116,0.00000431661,0.00001125687,0.00003464518,0.000009045512],"domain_scores_gemma":[0.9998373,0.00003376924,0.0000612205,0.00001051966,0.00004164746,0.00001552374],"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":[0.00009690798,0.0000148051,0.002035366,0.0000624924,0.000006303899,0.0001201704,0.00004365944,0.003754246,0.9891211,0.00009170558,0.00004558049,0.004607637],"study_design_scores_gemma":[0.000008074767,0.001203808,0.04443315,0.00001980269,0.00003770792,0.0002260178,0.0001636602,0.0362836,0.9158891,0.00007962391,0.001628735,0.00002680058],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974225,0.0002591258,0.001885785,0.00001244025,0.000005967726,0.000004294036,0.00003761259,0.00001945375,0.0003528927],"genre_scores_gemma":[0.9981735,0.0001202883,0.001109191,0.000004896439,0.000001598333,0.000004838499,0.00005576973,0.000003892948,0.000526128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003972483,"threshold_uncertainty_score":0.001328886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078852997","doi":"10.1080/15376494.2012.677108","title":"Thermo-Magneto-Electro-Elastic Responses of Rotating Hollow Cylinders","year":2013,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Numerical methods in engineering","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Orthotropic material; Cylinder; Materials science; Angular velocity; Homogeneity (statistics); Boundary value problem; Mechanics; Decoupling (probability); Homogeneous; Magneto; Classical mechanics; Power (physics); Physics; Mathematical analysis; Finite element method; Geometry; Mathematics; Engineering","authors":[{"name":"Abdolhamid Akbarzadeh","is_ca":true},{"name":"Zengtao Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007602916212275251,"gpt":0.2319861713252557,"spread":0.2243832551129804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002982159,0.00032974,0.0002793813,0.0002241679,0.0001649032,0.0002805727,0.0003755316,0.0003613445,0.0006560761],"category_scores_gemma":[0.0006144778,0.0001512206,0.0002200721,0.0001508951,0.0006893418,0.0003082793,0.0003729126,0.0001520088,0.0001547766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002293328,"about_ca_system_score_gemma":0.0002025062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004680038,"about_ca_topic_score_gemma":0.000473076,"domain_scores_codex":[0.999885,0.00002172832,0.000005153166,0.00001707625,0.00004809281,0.00002304866],"domain_scores_gemma":[0.9998335,0.00004831172,0.00004767643,0.00001769246,0.00003366974,0.00001916831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002234902,0.00003748598,0.0005997964,0.0001573426,0.000016142,0.0005615067,0.0002242408,0.1696336,0.8030233,0.01775359,0.000243547,0.007525906],"study_design_scores_gemma":[0.0000182665,0.00009083894,0.001492139,0.00001156883,0.000006330012,0.0001725261,0.00009332343,0.910987,0.084185,0.002327238,0.0005901514,0.00002560691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233637,0.0004962616,0.06750169,0.0001853952,0.00003644255,0.00003695655,0.00005345629,0.0001009144,0.00822524],"genre_scores_gemma":[0.9932474,0.0001588249,0.004668124,0.00002112592,0.000005738792,0.00001523115,0.00002191714,0.000008528534,0.001853268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006560761,"threshold_uncertainty_score":0.002194762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320972881","doi":"10.1080/15376494.2016.1162343","title":"Low-velocity impact damage response of fiberglass/magnesium fiber-metal laminates under different size and shape impactors","year":2016,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Composite material; Deformation (meteorology); Delamination (geology); Finite element method; Magnesium; Fiber; Structural engineering; Metallurgy; Engineering","authors":[{"name":"Davide De Cicco","is_ca":false},{"name":"Zohreh Asaee","is_ca":true},{"name":"Farid Taheri‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005979739870054514,"gpt":0.2311600109323913,"spread":0.2251802710623368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002859074,0.0004910114,0.0002975531,0.0006913854,0.0002721481,0.0002374018,0.0002555682,0.0004818857,0.00222951],"category_scores_gemma":[0.0004539728,0.0001993414,0.0002356269,0.0003786033,0.0003757901,0.0002462371,0.000318119,0.0002428806,0.0002327754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854744,"about_ca_system_score_gemma":0.0001211896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001763218,"about_ca_topic_score_gemma":0.003157126,"domain_scores_codex":[0.999736,0.0000195457,0.00001972298,0.00004153101,0.0001034414,0.00007983103],"domain_scores_gemma":[0.999624,0.00008055924,0.0001023486,0.00003655947,0.00009850068,0.00005791815],"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":[0.0007023677,0.00005205056,0.005304235,0.00008622318,0.00001799835,0.000332573,0.0002358734,0.004332521,0.9842783,0.00005191136,0.00005127267,0.004554766],"study_design_scores_gemma":[0.00002020515,0.00131936,0.1112476,0.0000324168,0.00004263478,0.0002335326,0.0005111882,0.01413876,0.8717228,0.00003910254,0.0006633313,0.00002911996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992719,0.00006685634,0.0003093464,0.000004257994,0.000002254517,0.000005123993,0.0000421928,0.00001571768,0.0002823637],"genre_scores_gemma":[0.998985,0.00005909427,0.0002798921,0.000005480773,0.00000122723,0.000004385798,0.00005602253,0.000005348596,0.0006035846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00222951,"threshold_uncertainty_score":0.007458448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3019509451","doi":"10.1080/15376494.2020.1749737","title":"Ballistic performance of composite armor with dual layer piecewise ceramic tiles under sequential impact of two projectiles","year":2020,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"National Natural Science Foundation of China","keywords":"Armour; Ceramic; Materials science; Projectile; Composite number; Composite material; Kevlar; Ceramic composite; Layer (electronics); Piecewise; Ceramic tiles; Structural engineering; Engineering; Metallurgy; Mathematics","authors":[{"name":"Lihong Yang","is_ca":true},{"name":"Zongbing Chen","is_ca":false},{"name":"Yalun Dong","is_ca":false},{"name":"Fan Zi","is_ca":false},{"name":"Jin‐Shui Yang","is_ca":false},{"name":"Linzhi Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02233185876784989,"gpt":0.2890227846889318,"spread":0.2666909259210819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002935922,0.0006066132,0.0004099764,0.0003584042,0.0003152896,0.0003165492,0.0003737126,0.0004538476,0.001670042],"category_scores_gemma":[0.000441906,0.0002675374,0.0003422528,0.0002832721,0.0003626545,0.0003753134,0.0004592429,0.0002657449,0.0003447797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000211723,"about_ca_system_score_gemma":0.0001759582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105572,"about_ca_topic_score_gemma":0.001530841,"domain_scores_codex":[0.9997222,0.00001836722,0.00001063997,0.00005187202,0.0001117277,0.00008514748],"domain_scores_gemma":[0.9996939,0.00004385184,0.00006836023,0.00004138526,0.00009321031,0.00005935938],"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":[0.000642351,0.00002670861,0.001700936,0.0001006977,0.00002497151,0.0002057546,0.0001147472,0.004931268,0.9865666,0.0001271225,0.0001271063,0.005431816],"study_design_scores_gemma":[0.0000338608,0.002507585,0.03408173,0.00001720094,0.00005812587,0.0003463522,0.0003198367,0.04610782,0.9148349,0.00009400873,0.001534262,0.00006430549],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970015,0.0001254007,0.002149757,0.00001145741,0.000009385555,0.000009892987,0.00004337428,0.00006586151,0.000583354],"genre_scores_gemma":[0.9979243,0.00007738146,0.0009423334,0.000006260899,0.000001572919,0.000007204711,0.00004469399,0.000009873703,0.0009862731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001670042,"threshold_uncertainty_score":0.005586803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041328110","doi":"10.1080/15376490802135266","title":"Numerical Analysis of Brittle Crack Initiation at Stress Concentrations in Composites","year":2008,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Memorial University of Newfoundland; Forschungszentrum Jülich","keywords":"Classification of discontinuities; Materials science; Finite element method; Brittleness; Ceramic; Composite material; Stress (linguistics); Fracture mechanics; Structural engineering; Fracture (geology); Fracture toughness; Engineering; Mathematics","authors":[{"name":"Jochen Hebel","is_ca":false},{"name":"Wilfried Becker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009029500862515203,"gpt":0.2209565213474374,"spread":0.2119270204849222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004753908,0.0002966668,0.0003027179,0.0007561056,0.0004625409,0.0005070202,0.0004869409,0.0008535311,0.001118732],"category_scores_gemma":[0.001455997,0.0002903183,0.0003084278,0.0004290035,0.0008452309,0.0003087293,0.0004390933,0.0004135831,0.0001273289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000613893,"about_ca_system_score_gemma":0.0005458785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004698364,"about_ca_topic_score_gemma":0.004108197,"domain_scores_codex":[0.9999112,0.00001996464,0.000004242116,0.00001117589,0.00003745906,0.000015922],"domain_scores_gemma":[0.9994796,0.0002819447,0.00007726398,0.00003172136,0.00008518059,0.0000444191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005719074,0.00003425354,0.001432524,0.00005011304,0.0000119023,0.0001231884,0.00009894441,0.9750208,0.008369764,0.009271272,0.0002296173,0.005300441],"study_design_scores_gemma":[0.000003524984,0.00001220206,0.0002751031,0.000003796477,0.000001794319,0.00001333785,0.00001091936,0.9980743,0.0006259467,0.0008396907,0.0001360731,0.000003321708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8073176,0.0007909668,0.1762095,0.0003762986,0.0000664796,0.00006949549,0.0001135844,0.0004644779,0.01459157],"genre_scores_gemma":[0.9748452,0.000175194,0.02334631,0.00001707692,0.00001142498,0.00003858465,0.0000300679,0.000030392,0.001505887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004698364,"threshold_uncertainty_score":0.009342015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019443675","doi":"10.1080/15376490600862863","title":"Finite Element Analysis of Phase Transformation Dynamics in Shape Memory Alloys with a Consistent Landau-Ginzburg Free Energy Model","year":2006,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Finite element method; Convexity; Statistical physics; Phase field models; Landau theory; Shape-memory alloy; Transformation (genetics); Ginzburg–Landau theory; Energy functional; Energy minimization; Phase (matter); Phase transition; Mathematics; Applied mathematics; Computer science; Mathematical analysis; Physics; Condensed matter physics; Quantum mechanics; Thermodynamics; Artificial intelligence","authors":[{"name":"D. Roy Mahapatra","is_ca":true},{"name":"Roderick Melnik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007836384040408999,"gpt":0.23163832772573,"spread":0.223801943685321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005086297,0.0003730136,0.0006384422,0.0005390288,0.0003481292,0.0007072995,0.0009382394,0.001314993,0.001690299],"category_scores_gemma":[0.001075752,0.0003369137,0.0004241816,0.0003660481,0.0009849238,0.0005427612,0.0005734048,0.0005616529,0.0002683999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006228268,"about_ca_system_score_gemma":0.0008564272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003871259,"about_ca_topic_score_gemma":0.0036331,"domain_scores_codex":[0.9998757,0.00004382887,0.000006382226,0.00001444189,0.00004569219,0.0000139717],"domain_scores_gemma":[0.9997296,0.0001550994,0.00003558096,0.00002229477,0.00003884203,0.00001854417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002843534,0.0000359322,0.0004561088,0.00003287013,0.00001225013,0.00005552723,0.00005691638,0.9602229,0.004196577,0.0320002,0.0001271083,0.002775292],"study_design_scores_gemma":[0.000002594293,0.00000505976,0.00003971343,0.000001635155,0.000001016045,0.000003396807,0.00000513459,0.9978218,0.0001882576,0.001806957,0.0001228531,0.000001538481],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2084093,0.0003541301,0.78084,0.0005565383,0.00005341222,0.0001110054,0.0001828082,0.0002574974,0.009235307],"genre_scores_gemma":[0.8840871,0.000220756,0.108893,0.0001037731,0.0000255,0.0002655043,0.0001583821,0.000114672,0.00613112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003871259,"threshold_uncertainty_score":0.007697463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400606790","doi":"10.1080/15376494.2024.2376337","title":"Critical review of metal-ceramic composites fabricated through additive manufacturing for extreme condition applications","year":2024,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"National Science and Technology Council","keywords":"Materials science; Composite material; Ceramic","authors":[{"name":"Chinmai Bhat","is_ca":false},{"name":"Cho‐Pei Jiang","is_ca":false},{"name":"Yulius Shan Romario","is_ca":false},{"name":"Sandeep Kumar Paral","is_ca":false},{"name":"Ehsan Toyserkani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01941489045641571,"gpt":0.2749095956500026,"spread":0.2554947051935869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006641212,0.0006732444,0.0007153677,0.002179553,0.0003033705,0.0008009234,0.0006509254,0.0007159461,0.004256757],"category_scores_gemma":[0.000641208,0.0003817192,0.000494246,0.002193205,0.0002662257,0.001286126,0.0004374939,0.0009729689,0.001905217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492424,"about_ca_system_score_gemma":0.001045701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006149327,"about_ca_topic_score_gemma":0.0009598425,"domain_scores_codex":[0.9997453,0.00002820551,0.00003894071,0.00004578494,0.0001198002,0.00002189908],"domain_scores_gemma":[0.999464,0.0001871484,0.0000639433,0.00001743865,0.0002302203,0.00003729897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00010528,0.0001316412,0.0003093376,0.031061,0.0001155339,0.0003329172,0.0001227723,0.0008793281,0.01926634,0.009160804,0.07354815,0.8649669],"study_design_scores_gemma":[0.000004970459,0.0001220116,0.0005851272,0.001226917,0.00006595765,0.0006182662,0.00004203608,0.000134762,0.002839641,0.000903285,0.9934389,0.0000180505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005225487,0.9938763,0.0009592357,0.0004270006,0.001212889,0.00001179929,0.00004128191,0.00001997206,0.002928939],"genre_scores_gemma":[0.002128862,0.9930832,0.00112186,0.0003672938,0.0008176279,0.00001575341,0.00007584323,0.000007429777,0.002382163],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004256757,"threshold_uncertainty_score":0.01424026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982866088","doi":"10.1080/15376490306740","title":"Bearing Behavior of Mechanically Fastened Joints in Composite Laminates--Part I: Strength and Local Strains","year":2003,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Composite number; Composite material; Bearing (navigation); Composite laminates; Structural engineering; Bolted joint; Finite element method; Engineering; Computer science","authors":[{"name":"Claire Girard","is_ca":true},{"name":"Marie‐Laure Dano","is_ca":true},{"name":"André Picard","is_ca":true},{"name":"Guy Gendron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008642657565033117,"gpt":0.2242413274039582,"spread":0.2155986698389251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003551527,0.0004138296,0.0003208774,0.0004327518,0.0001880641,0.0001956217,0.0002692295,0.00034004,0.001048348],"category_scores_gemma":[0.0007711955,0.0002273085,0.0002392932,0.0001634903,0.0003805016,0.0003850341,0.0001748262,0.0002451069,0.0002062566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001697544,"about_ca_system_score_gemma":0.00009950147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005558952,"about_ca_topic_score_gemma":0.0008800853,"domain_scores_codex":[0.9997833,0.0000279732,0.00001394153,0.00003600864,0.000106183,0.00003259634],"domain_scores_gemma":[0.9993008,0.0002083047,0.0001923104,0.00005552681,0.0001824322,0.0000606565],"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":[0.0001897013,0.00003331337,0.0009858236,0.00004127367,0.000006156927,0.00004362625,0.00004171203,0.0007358792,0.9958693,0.00001827059,0.000009418952,0.00202542],"study_design_scores_gemma":[0.0000143454,0.001339899,0.02208605,0.000009831775,0.00001720497,0.0001373641,0.00006509171,0.004513048,0.9715108,0.00003244392,0.0002597362,0.00001417416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989921,0.0001767502,0.000666236,0.000004161946,0.000003882396,0.000005344972,0.00001726586,0.00001437294,0.0001198509],"genre_scores_gemma":[0.9990084,0.00007236283,0.0005108854,0.000003900941,0.00000246975,0.000004813089,0.00004047687,0.000005610149,0.0003511051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001048348,"threshold_uncertainty_score":0.003507078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395045126","doi":"10.1080/15376494.2024.2340066","title":"Stiffness, strength, anisotropy, and buckling of lattices derived from TPMS and Platonic and Archimedean solids","year":2024,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University; Khalifa University of Science, Technology and Research; New York University Abu Dhabi","keywords":"Materials science; Anisotropy; Relative density; Auxetics; Stiffness; Lattice (music); Periodic boundary conditions; Buckling; Boundary value problem; Topology (electrical circuits); Composite material; Mathematical analysis; Physics; Mathematics; Sintering; Optics","authors":[{"name":"Sumaya Altamimi","is_ca":false},{"name":"Dong­-Wook Lee","is_ca":false},{"name":"Imad Barsoum","is_ca":false},{"name":"Reza Rowshan","is_ca":false},{"name":"Iwona Jasiuk","is_ca":false},{"name":"Rashid K. Abu Al‐Rub","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004273290957660139,"gpt":0.2035667935761868,"spread":0.1992935026185267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001327276,0.0001721897,0.000113691,0.0003824587,0.0001602057,0.0002787016,0.0001558807,0.0001737152,0.000591194],"category_scores_gemma":[0.0003778641,0.0001517751,0.0001260647,0.0002198594,0.0003486812,0.0002881366,0.0001927019,0.0001884962,0.00006854512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001720435,"about_ca_system_score_gemma":0.000148095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002917537,"about_ca_topic_score_gemma":0.000819125,"domain_scores_codex":[0.9998939,0.00001475983,0.000007249722,0.00001332768,0.00005648236,0.00001427968],"domain_scores_gemma":[0.9997974,0.00007288031,0.00006858556,0.00002188214,0.00002162997,0.00001776855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009302646,0.00003263354,0.002773117,0.0001415423,0.00001404506,0.0001819076,0.00008539299,0.03562915,0.9448233,0.005314874,0.00006152967,0.01084943],"study_design_scores_gemma":[0.00001619381,0.0004826693,0.01466946,0.00002111905,0.00002443954,0.0004816655,0.0001837136,0.3496197,0.6303014,0.002384064,0.001775657,0.00004002825],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941009,0.0001497323,0.004003656,0.00001909673,0.000004208599,0.000003138019,0.00002690067,0.00001950709,0.001672814],"genre_scores_gemma":[0.9966921,0.00007456253,0.003009527,0.000002888496,0.000001180842,0.000004815054,0.00002513853,0.000003638533,0.0001862261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000591194,"threshold_uncertainty_score":0.001977742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405245852","doi":"10.1080/15376494.2024.2436650","title":"Experimental mechanical properties, nonlinear bending and instability analysis of 3D-printed auxetic tubular metastructures using multiscale finite element and Ritz methods","year":2024,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"Auxetics; Finite element method; Materials science; Nonlinear system; Structural engineering; Digital image correlation; Bending; Galerkin method; Composite material; Physics; Engineering","authors":[{"name":"Fatemeh Ghasemi","is_ca":false},{"name":"Erfan Salari","is_ca":true},{"name":"Amir Hosein Zamanian","is_ca":false},{"name":"Abbas Rastgoo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01533843791328784,"gpt":0.283437055490727,"spread":0.2680986175774391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003804229,0.0003319593,0.0002663166,0.0004625099,0.0001903309,0.0002924128,0.0004024428,0.0006075563,0.001080087],"category_scores_gemma":[0.0005685128,0.000218509,0.0003825978,0.0003805524,0.0003874833,0.0003072019,0.0002612095,0.0002656545,0.0001939271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768001,"about_ca_system_score_gemma":0.0001307061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003087075,"about_ca_topic_score_gemma":0.000628044,"domain_scores_codex":[0.9997137,0.00001932135,0.00002050413,0.00005005339,0.0001787733,0.00001762191],"domain_scores_gemma":[0.9995428,0.0001134044,0.00009808605,0.0001158294,0.0001083555,0.0000215966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009051967,0.0001014398,0.002435639,0.0001840671,0.00001217789,0.000318233,0.0002677854,0.03927401,0.9405963,0.0008861218,0.0001962159,0.01563749],"study_design_scores_gemma":[0.00001157867,0.0005250482,0.01612929,0.00002154538,0.00002789405,0.0002937945,0.0001601792,0.2494913,0.7312199,0.0003696276,0.001693062,0.00005662577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586077,0.0002632381,0.03893655,0.00004668477,0.00002382074,0.00002912167,0.0002216579,0.0002114121,0.001659867],"genre_scores_gemma":[0.9772478,0.000156431,0.02120516,0.00001147473,0.000004633469,0.00004032615,0.0001110785,0.00001823709,0.001204799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001080087,"threshold_uncertainty_score":0.003613293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090949856","doi":"10.1080/15376490490269500","title":"Treatment of Unsymmetric Adhesively Bonded Composite Sandwich Panels-To-Flange Joints","year":2004,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Flange; Materials science; Finite element method; Structural engineering; Adhesive; Composite material; Composite number; Fracture (geology); Engineering; Layer (electronics)","authors":[{"name":"Farid Taheri‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬","is_ca":true},{"name":"Guang Ping Zou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0137495831388455,"gpt":0.2394224056015407,"spread":0.2256728224626952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002102482,0.0004082122,0.0003072011,0.0002262634,0.0001979747,0.0002948292,0.000469148,0.0005481382,0.001235381],"category_scores_gemma":[0.0003871449,0.0002406672,0.0002427808,0.0001182313,0.0003521582,0.0001960346,0.0002421675,0.000250423,0.0003040096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325549,"about_ca_system_score_gemma":0.0003144733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003351961,"about_ca_topic_score_gemma":0.0008993222,"domain_scores_codex":[0.9998478,0.00002513466,0.000006044032,0.00002097998,0.00008435401,0.00001566195],"domain_scores_gemma":[0.9998431,0.00004151217,0.00003208559,0.00002697397,0.0000464619,0.000009772084],"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":[0.00009573222,0.00005673915,0.0008256045,0.0002712096,0.00005003891,0.001302267,0.0001800915,0.2867872,0.6651751,0.008415736,0.0004953521,0.03634501],"study_design_scores_gemma":[0.00002450985,0.0002314421,0.001445047,0.00002681931,0.00003003445,0.0005919122,0.0001007398,0.7888673,0.203382,0.002789978,0.002483211,0.00002708743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3819109,0.0006763278,0.6110833,0.0000964252,0.00007614378,0.00005412343,0.00006888669,0.0002472747,0.005786503],"genre_scores_gemma":[0.9340213,0.0001860352,0.06312516,0.00002000183,0.00001541391,0.00003838944,0.00002669574,0.00002835474,0.002538596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001235381,"threshold_uncertainty_score":0.004132807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407647643","doi":"10.1080/15376494.2025.2459358","title":"Topology optimization of structures with steady-state heat conduction using an improved parameterized level set method","year":2025,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Topology Optimization in Engineering","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Science Foundation of Shaanxi Province","keywords":"Parameterized complexity; Topology optimization; Thermal conduction; Steady state (chemistry); Topology (electrical circuits); Set (abstract data type); Level set method; Level set (data structures); Mathematics; Control theory (sociology); Materials science; Computer science; Engineering; Finite element method; Structural engineering; Algorithm; Chemistry; Combinatorics; Composite material","authors":[{"name":"Xiaobo Wang","is_ca":false},{"name":"Mingtao Cui","is_ca":true},{"name":"Li Wang","is_ca":false},{"name":"Mengjiao Gao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01755287054223893,"gpt":0.2754770648437372,"spread":0.2579241943014983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005637186,0.0005577671,0.0007846992,0.0005558379,0.0004218101,0.001114058,0.001199411,0.0009289471,0.002065998],"category_scores_gemma":[0.0008683946,0.0005311493,0.00102179,0.000474233,0.000687921,0.001059207,0.0008479325,0.0008765428,0.0004154314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006493983,"about_ca_system_score_gemma":0.001099802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001044613,"about_ca_topic_score_gemma":0.001112496,"domain_scores_codex":[0.999713,0.00007491153,0.00001144282,0.0000320923,0.0001462527,0.00002234877],"domain_scores_gemma":[0.9997475,0.000101176,0.00002719831,0.00004519901,0.00006037703,0.00001856832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001629095,0.00002190012,0.0002070943,0.0000537969,0.00001806985,0.00005297442,0.00004053142,0.9583753,0.007356468,0.01719302,0.0004239306,0.01624059],"study_design_scores_gemma":[0.000002970343,0.000006769284,0.0000275322,0.000002134758,0.000001881981,0.00001031499,0.000003037907,0.9972706,0.0006489159,0.001562396,0.0004603409,0.000002943042],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01529734,0.0001241133,0.9803269,0.00007453951,0.00002364354,0.0000293934,0.00003204315,0.0001482692,0.003943785],"genre_scores_gemma":[0.4909691,0.0003877536,0.5024301,0.00007269892,0.00003503762,0.0003350803,0.0002522329,0.0003393597,0.005178701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002065998,"threshold_uncertainty_score":0.006911397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395693096","doi":"10.1080/15376494.2024.2345206","title":"Study on the crashworthiness of multi-cell thin-walled tubes filled with triply periodic minimal surface lattices","year":2024,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care","funders":"Graduate Research and Innovation Projects of Jiangsu Province; Natural Science Foundation of Hainan Province; National Natural Science Foundation of China","keywords":"Crashworthiness; Materials science; Surface (topology); Structural engineering; Composite material; Finite element method; Geometry; Engineering; Mathematics","authors":[{"name":"Suchao Xie","is_ca":true},{"name":"Shiwei Zheng","is_ca":true},{"name":"Jing Zhang","is_ca":true},{"name":"Zinan Liu","is_ca":true},{"name":"Hao Wang","is_ca":true},{"name":"Hui Zhou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00861663173837485,"gpt":0.2197719943706149,"spread":0.2111553626322401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002251697,0.0003069777,0.0002447746,0.0005484814,0.0002894019,0.0002571937,0.0003755171,0.0003102988,0.0007094719],"category_scores_gemma":[0.0006154264,0.0001753308,0.0002637194,0.0002206587,0.0002989111,0.0004430843,0.0002589135,0.0002589466,0.0001252441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002296921,"about_ca_system_score_gemma":0.0001138652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006863104,"about_ca_topic_score_gemma":0.0009318268,"domain_scores_codex":[0.9997867,0.0000188284,0.00001055173,0.00004352284,0.0001060455,0.00003433696],"domain_scores_gemma":[0.9995698,0.0001231683,0.00008611169,0.00003952046,0.0001418152,0.00003948949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002348008,0.00004392054,0.005327823,0.0001645366,0.00002382848,0.0004002551,0.0001701687,0.006822024,0.9759656,0.0004106962,0.000173623,0.01026267],"study_design_scores_gemma":[0.00001224487,0.001161594,0.01476656,0.00002033162,0.00005276665,0.0002392976,0.00024827,0.04603625,0.9357098,0.0001336224,0.00158561,0.00003372765],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974681,0.0002833612,0.001908458,0.00001781637,0.00001159328,0.000005028359,0.00003192005,0.00004048734,0.0002332762],"genre_scores_gemma":[0.9982024,0.0001259076,0.001270026,0.000006803432,0.000003334068,0.000007911056,0.00004775999,0.000009318231,0.000326503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007094719,"threshold_uncertainty_score":0.002373457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989928815","doi":"10.1080/15376490701810423","title":"An Asymptotic Solution for Evaluation of Stresses in Balanced and Unbalanced Adhesively Bonded Joints","year":2008,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adhesive; Aerospace; Fibre-reinforced plastic; Structural engineering; Finite element method; Stress (linguistics); Materials science; Layer (electronics); Adhesive bonding; Structural integrity; Computer science; Composite material; Engineering","authors":[{"name":"Khaled Shahin","is_ca":true},{"name":"G. Kember","is_ca":true},{"name":"Farid Taheri‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01904069952786722,"gpt":0.2678110504287613,"spread":0.2487703509008941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026695,0.0006933272,0.0005809211,0.0007737936,0.0003166995,0.0006151567,0.0006884742,0.001507716,0.00183803],"category_scores_gemma":[0.006750857,0.0002966515,0.0005512231,0.0004220556,0.00115017,0.00135466,0.0009674877,0.0008867748,0.0006529992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004402087,"about_ca_system_score_gemma":0.0008599779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063847,"about_ca_topic_score_gemma":0.0007946604,"domain_scores_codex":[0.9995357,0.0001539461,0.00001961666,0.00007157555,0.0001840908,0.00003504385],"domain_scores_gemma":[0.9989717,0.0004749465,0.00009849227,0.00005187486,0.0003634561,0.00003957927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007444991,0.00009237032,0.00121445,0.0002469168,0.00002599297,0.0004424352,0.0003641244,0.7254298,0.0352504,0.1563043,0.002438904,0.07811581],"study_design_scores_gemma":[0.000004117585,0.00003390826,0.0001291554,0.00001637801,0.000003677004,0.0000851343,0.00003017679,0.9829337,0.001262659,0.0144792,0.001010894,0.00001102665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01036637,0.000233224,0.9851302,0.0001078307,0.00004123795,0.00002143827,0.00001529166,0.0001445868,0.003939864],"genre_scores_gemma":[0.6829857,0.001199034,0.3037364,0.0002314493,0.0002008929,0.0002991397,0.0001289746,0.0002023855,0.01101617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00183803,"threshold_uncertainty_score":0.006148815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"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","authors":[{"name":"Khaled Shahin","is_ca":true},{"name":"Guang Ping Zou","is_ca":true},{"name":"Farid Taheri‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009629520779315127,"gpt":0.2489312576576838,"spread":0.2393017368783687,"validation_status":"score_only:v0-immature-baseline"},"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"},"labels":[],"label_agreement":null},{"id":"W4384930615","doi":"10.1080/15376494.2023.2237699","title":"Sound transmission properties of a porous meta-material with periodically embedded Helmholtz resonators","year":2023,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Sound transmission class; Soundproofing; Transmission loss; Resonator; Helmholtz free energy; Acoustics; Helmholtz resonator; Helmholtz equation; Materials science; Transfer matrix; Finite element method; Structural acoustics; Plane wave; Embedding; Transmission (telecommunications); Physics; Structural engineering; Optics; Mathematics; Engineering; Computer science; Mathematical analysis; Boundary value problem","authors":[{"name":"Dario Magliacano","is_ca":false},{"name":"Giuseppe Catapane","is_ca":false},{"name":"Giuseppe Petrone","is_ca":false},{"name":"Kévin Verdière","is_ca":false},{"name":"Olivier Robin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0193407056657444,"gpt":0.2326573780957928,"spread":0.2133166724300484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002219078,0.0002541145,0.0001961952,0.000255822,0.00009393453,0.0003072509,0.0003124257,0.0003798547,0.0007949429],"category_scores_gemma":[0.0004760142,0.0001781627,0.0001868406,0.0001942143,0.0002899728,0.0003281867,0.0001906891,0.0001259377,0.0002204894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155602,"about_ca_system_score_gemma":0.0001047403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001952083,"about_ca_topic_score_gemma":0.0002593132,"domain_scores_codex":[0.999893,0.0000151077,0.000005365058,0.00002149311,0.00005113702,0.00001396054],"domain_scores_gemma":[0.9996713,0.000130865,0.00009902414,0.00003537717,0.00004529053,0.00001805521],"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":[0.0002482484,0.00004552796,0.0007074943,0.0002142125,0.00002448607,0.0002801032,0.00008273883,0.01879339,0.9723781,0.001498364,0.0001006368,0.005626643],"study_design_scores_gemma":[0.00004065951,0.001243122,0.004605428,0.00004476314,0.00007547109,0.0006570434,0.0001691449,0.1618623,0.8281152,0.0005145683,0.002626827,0.00004557654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846505,0.0004329673,0.01289101,0.0000274768,0.0000256192,0.000008089395,0.0000735769,0.00008492362,0.001805848],"genre_scores_gemma":[0.9938169,0.0001564661,0.005357368,0.000005949523,0.000003202082,0.000007660394,0.00003519109,0.00000978513,0.0006075059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007949429,"threshold_uncertainty_score":0.00265938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003023446","doi":"10.1080/15376494.2020.1717691","title":"Finite element method for the static behavior of tapered poles made of glass fiber reinforced polymer","year":2020,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Fibre-reinforced plastic; Finite element method; Structural engineering; Deflection (physics); Glass fiber; Materials science; Composite material; Cantilever; Creep; Torsion (gastropod); Engineering; Physics","authors":[{"name":"Thomas I. Altanopoulos","is_ca":false},{"name":"Ioannis G. Raftoyiannis","is_ca":false},{"name":"Dimos Polyzois","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01106534359299019,"gpt":0.2502440334614153,"spread":0.2391786898684251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000505132,0.000424301,0.0004404668,0.0005806742,0.0003348285,0.0003576183,0.0008536966,0.0009943728,0.005912386],"category_scores_gemma":[0.0007305671,0.0004433484,0.000709871,0.0003248143,0.0002940516,0.000420921,0.0003873851,0.0008444356,0.001701384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003382699,"about_ca_system_score_gemma":0.000831163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002318248,"about_ca_topic_score_gemma":0.003724668,"domain_scores_codex":[0.9998167,0.00004827402,0.000008893149,0.00001705741,0.0000960856,0.00001301861],"domain_scores_gemma":[0.9997528,0.000137941,0.00001871088,0.00002165493,0.00006056998,0.000008329361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001146446,0.0001443222,0.00105695,0.0004305325,0.00008115808,0.0002177465,0.0003135077,0.7274778,0.07685611,0.03834622,0.002603936,0.1523571],"study_design_scores_gemma":[0.00001171424,0.00002944617,0.0001403894,0.00002481496,0.000006544095,0.00005218649,0.00002036607,0.9886734,0.002945614,0.001507023,0.006579972,0.000008502061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004352077,0.0001021869,0.992835,0.00003988736,0.00002993966,0.00004835678,0.00005762407,0.000366431,0.002168487],"genre_scores_gemma":[0.1469243,0.0003732257,0.8397745,0.00006850326,0.00002190893,0.0006114049,0.0003652314,0.0002756825,0.01158512],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005912386,"threshold_uncertainty_score":0.01977891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159334296","doi":"10.1080/15376494.2012.677102","title":"The Effect of Displacement Field on Bending, Buckling, and Vibration of Cross-Ply Circular Cylindrical Shells","year":2012,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; Concordia University","funders":"","keywords":"Buckling; Displacement field; Boundary value problem; Vibration; Bending; Ordinary differential equation; Lamination; Displacement (psychology); RADIUS; Hamilton's principle; Mathematics; Geometry; Mathematical analysis; Structural engineering; Mechanics; Materials science; Differential equation; Physics; Finite element method; Composite material; Engineering","authors":[{"name":"Farjad Shadmehri","is_ca":true},{"name":"Suong V. Hoa","is_ca":true},{"name":"Mehdi Hojjati","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002801281508811879,"gpt":0.2324749175635889,"spread":0.229673636054777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003004805,0.0003095764,0.0001923648,0.0002164838,0.0002365198,0.000244449,0.0002393356,0.0003269188,0.00112894],"category_scores_gemma":[0.001928472,0.0001858467,0.0001144801,0.0001465637,0.0004660369,0.0003314568,0.0003037595,0.0001841842,0.0001164182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003041815,"about_ca_system_score_gemma":0.0001939996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009380892,"about_ca_topic_score_gemma":0.001158884,"domain_scores_codex":[0.9998964,0.00002597661,0.000005491777,0.00001734718,0.00003162929,0.00002319534],"domain_scores_gemma":[0.999038,0.0007157748,0.00009227489,0.00004799872,0.00006679977,0.00003917593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001532122,0.0001019314,0.008477247,0.0004090671,0.00002225341,0.0007849314,0.000293409,0.2795655,0.664848,0.002581607,0.0002863663,0.04109753],"study_design_scores_gemma":[0.00005827795,0.00126993,0.03362557,0.00008326337,0.00002909104,0.0004793089,0.0004377442,0.6614676,0.3003332,0.001090918,0.001063733,0.0000613887],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894465,0.0003944359,0.0077908,0.0001069362,0.00001280624,0.000009657439,0.00005019609,0.0000731199,0.002115552],"genre_scores_gemma":[0.9988074,0.0001166957,0.0008633279,0.0000092354,0.000001480838,0.00000399131,0.0000183519,0.000004354742,0.0001751806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00112894,"threshold_uncertainty_score":0.00377667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321378058","doi":"10.1080/15376494.2023.2177911","title":"Non-linear parametric vibration of the laminated composite shallow shells including primary and 1:2 internal resonances","year":2023,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"University of Regina","keywords":"Galerkin method; Parametric statistics; Discretization; Vibration; Ordinary differential equation; Composite number; Particle swarm optimization; Mathematics; Mathematical analysis; Physics; Structural engineering; Differential equation; Engineering; Finite element method; Mathematical optimization; Acoustics","authors":[{"name":"Kamran Foroutan","is_ca":true},{"name":"Liming Dai","is_ca":true},{"name":"Haixing Zhao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006678664980247936,"gpt":0.2188434747984777,"spread":0.2121648098182297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001703048,0.0003260818,0.0002303767,0.0001261762,0.0001523487,0.0002290297,0.0001934412,0.0003266328,0.0005471003],"category_scores_gemma":[0.0003058772,0.000133729,0.0002767014,0.0001088627,0.0004937059,0.0002964021,0.0003516033,0.0001751719,0.00009371185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109274,"about_ca_system_score_gemma":0.0001272297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002483023,"about_ca_topic_score_gemma":0.0003692313,"domain_scores_codex":[0.9999001,0.00001970088,0.000002860997,0.00002475688,0.00003649529,0.00001611399],"domain_scores_gemma":[0.9998666,0.00005791509,0.00003491553,0.0000156959,0.0000151443,0.000009730447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003392799,0.000104074,0.005533278,0.0003015363,0.00005361579,0.000601062,0.0004811422,0.507268,0.4343545,0.01075828,0.0003487999,0.03985638],"study_design_scores_gemma":[0.000006663729,0.0001474329,0.003150303,0.00001038544,0.000009459633,0.0001125793,0.00009741311,0.9712946,0.02310214,0.001651682,0.0004031036,0.00001432219],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8412873,0.0002471659,0.1529804,0.0000701607,0.00001976361,0.00001604382,0.0000290807,0.00005134584,0.005298923],"genre_scores_gemma":[0.9944339,0.00006208887,0.004617491,0.000005257415,0.00000307345,0.000008923414,0.000009751545,0.000005120368,0.0008543642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005471003,"threshold_uncertainty_score":0.00183028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132893914","doi":"10.1080/15376490600734849","title":"An Experimental Survey of the Static and Dynamic Behavior of Jointed Composite GFRP Tapered Poles","year":2007,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"","keywords":"Fibre-reinforced plastic; Structural engineering; Joint (building); Buckling; Finite element method; Section (typography); Glass fiber; Work (physics); Composite number; Cross section (physics); Engineering; Materials science; Composite material; Computer science; Mechanical engineering; Physics","authors":[{"name":"Dimos Polyzois","is_ca":true},{"name":"Ioannis G. Raftoyiannis","is_ca":false},{"name":"Dinos Philopulos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009287427709203851,"gpt":0.2646620548792684,"spread":0.2553746271700645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005514309,0.0002929092,0.0003170587,0.0006119719,0.0004515794,0.000171759,0.0003447839,0.000444602,0.001481666],"category_scores_gemma":[0.0007866372,0.0001974497,0.0001864868,0.0005410147,0.000477134,0.0003365698,0.0001735971,0.000256773,0.0002745355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002200637,"about_ca_system_score_gemma":0.0001732029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330721,"about_ca_topic_score_gemma":0.004112557,"domain_scores_codex":[0.999486,0.00005025366,0.00001877878,0.00008242585,0.0003186763,0.00004377061],"domain_scores_gemma":[0.9991191,0.0002312365,0.0001014829,0.00008913219,0.0004004327,0.00005860547],"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":[0.0001135555,0.0001009366,0.002330048,0.0001283017,0.000008228682,0.00008328559,0.0001303049,0.0005713805,0.987422,0.00004134938,0.00003953416,0.009031057],"study_design_scores_gemma":[0.00001214354,0.003262297,0.08983073,0.00002976843,0.00003991065,0.0006709169,0.0002907745,0.0020183,0.8996013,0.00004762779,0.004165957,0.0000302792],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992631,0.0007395134,0.005189341,0.00001099515,0.000006634552,0.00002187239,0.0001307856,0.00006168282,0.001208153],"genre_scores_gemma":[0.9917533,0.0006992281,0.004802991,0.00001130129,0.000007198377,0.00002003571,0.0003291882,0.000017828,0.002358798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001481666,"threshold_uncertainty_score":0.004956603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203246321","doi":"10.1080/15376494.2021.1979138","title":"Extracting material parameters of silicone elastomers under biaxial tensile tests using virtual fields method and investigating the effect of missing deformation data close to specimen edges on parameter identification","year":2021,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"Natural Science Foundation of Anhui Province","keywords":"Digital image correlation; Materials science; Deformation (meteorology); Ultimate tensile strength; Noise (video); Elastomer; Composite material; Silicone; Identification (biology); Missing data; Scaling; Structural engineering; Image (mathematics); Computer science; Artificial intelligence; Geometry; Mathematics; Engineering; Statistics","authors":[{"name":"Mingliang Jiang","is_ca":false},{"name":"Zhujiang Wang","is_ca":true},{"name":"Alan D. Freed","is_ca":false},{"name":"Michael R. Moreno","is_ca":false},{"name":"Veysel Erel","is_ca":false},{"name":"Adam Dubrowski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05423395882664986,"gpt":0.329029539746657,"spread":0.2747955809200071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006166997,0.0005929818,0.0002457708,0.001017033,0.0002682229,0.0003631405,0.0003192289,0.0005633072,0.0008393739],"category_scores_gemma":[0.001609053,0.0002084134,0.0002161822,0.0006477562,0.0005124979,0.001118632,0.000391481,0.0003034779,0.0001725414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440344,"about_ca_system_score_gemma":0.0002641731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003112098,"about_ca_topic_score_gemma":0.0009004496,"domain_scores_codex":[0.9996407,0.00005935804,0.00002986424,0.00007405362,0.0001716884,0.00002428656],"domain_scores_gemma":[0.9991699,0.0003530143,0.0001595547,0.0001690242,0.0001270576,0.00002130835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002503392,0.00006298459,0.004479446,0.0002704466,0.00002367562,0.0002094001,0.0003470263,0.01823527,0.8010989,0.001030807,0.0002614234,0.1737303],"study_design_scores_gemma":[0.00001117545,0.0002153578,0.0150892,0.0000281123,0.00002731799,0.0006653146,0.0002992256,0.1434087,0.8370482,0.001295004,0.001841308,0.00007120932],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6441238,0.0004959144,0.3530757,0.0001179708,0.00004360437,0.000039842,0.0001827993,0.000433475,0.001486965],"genre_scores_gemma":[0.8810931,0.0002216016,0.1178195,0.00002679356,0.000009487504,0.00002914422,0.0001403144,0.00004110433,0.0006189336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001017033,"threshold_uncertainty_score":0.003261447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390746557","doi":"10.1080/15376494.2024.2301923","title":"Modular assembly for multicell structures with designable energy absorption characteristics","year":2024,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care","funders":"Fundamental Research Funds for Central Universities of the Central South University","keywords":"Modular design; Materials science; Composite material; Thermoplastic; Polyamide; Absorption (acoustics); Structural engineering; Mechanical engineering; Computer science; Engineering","authors":[{"name":"Kui Wang","is_ca":true},{"name":"Huijing Gao","is_ca":true},{"name":"Jin Wang","is_ca":true},{"name":"Depeng Wang","is_ca":true},{"name":"Wei Wen","is_ca":false},{"name":"Yong Peng","is_ca":true},{"name":"Tianjian Yu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004778837348348492,"gpt":0.1944226092293631,"spread":0.1896437718810146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001385555,0.0004294641,0.0002425166,0.0003424914,0.0002756371,0.0003349437,0.000485391,0.0004720746,0.0005806914],"category_scores_gemma":[0.0002072399,0.0002696637,0.0002838742,0.0001799269,0.0002499417,0.0004957722,0.000481714,0.0004008034,0.0004985988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174476,"about_ca_system_score_gemma":0.0001234393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001352724,"about_ca_topic_score_gemma":0.0003597785,"domain_scores_codex":[0.9998686,0.00001234175,0.00000763421,0.000046253,0.00003519884,0.00002993624],"domain_scores_gemma":[0.9997566,0.00003781202,0.00007877388,0.00004108101,0.00004408211,0.00004155476],"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":[0.00002464437,0.00002880103,0.000320024,0.00004513128,0.00001003594,0.0001056559,0.00004083186,0.001936858,0.9893708,0.00137289,0.00008286012,0.006661511],"study_design_scores_gemma":[0.00001878131,0.0004365054,0.001700822,0.000008768796,0.0000361352,0.0003898109,0.00003661674,0.02856421,0.9621171,0.0006133762,0.006047972,0.00002986423],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8105903,0.0009280483,0.184294,0.0001031204,0.0001025887,0.0000734441,0.00008996011,0.0006836221,0.003134832],"genre_scores_gemma":[0.9140093,0.0002322345,0.08374731,0.00004138608,0.00002500965,0.000081822,0.00008913574,0.0000452299,0.001728579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005806914,"threshold_uncertainty_score":0.001942635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411108806","doi":"10.1080/15376494.2025.2514738","title":"Topology optimization of structures with heat dissipation and thermo-mechanical coupling based on the EPTO method","year":2025,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Topology Optimization in Engineering","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Science Foundation of Shaanxi Province","keywords":"Topology optimization; Dissipation; Thermal management of electronic devices and systems; Coupling (piping); Topology (electrical circuits); Materials science; Mechanical engineering; Finite element method; Structural engineering; Engineering; Composite material; Physics; Thermodynamics; Electrical engineering","authors":[{"name":"Li Wang","is_ca":false},{"name":"Mingtao Cui","is_ca":true},{"name":"Xiaobo Wang","is_ca":false},{"name":"Mengjiao Gao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004686065392001356,"gpt":0.2339760686668227,"spread":0.2292900032748213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000403152,0.0005629312,0.0006725361,0.0006074839,0.0002679277,0.0005560825,0.0006101796,0.0005088138,0.002185175],"category_scores_gemma":[0.0007772297,0.0003392313,0.0005356721,0.0004505824,0.0004520818,0.0007791629,0.0007204449,0.0004227093,0.0002393238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002834671,"about_ca_system_score_gemma":0.0006181705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009300032,"about_ca_topic_score_gemma":0.0009565445,"domain_scores_codex":[0.9997982,0.00004784021,0.000009252278,0.00004089045,0.00008160814,0.00002208474],"domain_scores_gemma":[0.9998162,0.00007467118,0.00002423767,0.00002091958,0.00004993965,0.00001402057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003064545,0.00003749378,0.0004537784,0.0001214071,0.00002475093,0.00008338557,0.00004563125,0.9326113,0.009986887,0.01370548,0.0004236674,0.04247554],"study_design_scores_gemma":[0.000006334926,0.00002823322,0.0001117898,0.000003863507,0.000005622344,0.00002675613,0.000009720434,0.9964211,0.000879348,0.001978575,0.0005249743,0.000003796331],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03674586,0.0002260319,0.9537757,0.00008750833,0.00003717189,0.00005317351,0.00003947252,0.0001404175,0.008894676],"genre_scores_gemma":[0.6731686,0.0003564955,0.3199531,0.00008973409,0.00002863685,0.0003040272,0.0001416515,0.0001771967,0.005780523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002185175,"threshold_uncertainty_score":0.007310092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3157452521","doi":"10.1080/15376494.2021.1878402","title":"Modeling high velocity impact on thin woven composite plates: a non-dimensional theoretical approach","year":2021,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Infection and Immunity","keywords":"Finite element method; Ballistic impact; Energy (signal processing); Boundary value problem; Absorption (acoustics); Mechanics; Materials science; Structural engineering; Composite number; Boundary (topology); Engineering; Composite material; Physics; Mathematics; Mathematical analysis","authors":[{"name":"Luis Alonso","is_ca":false},{"name":"Daniel Garcia‐Gonzalez","is_ca":false},{"name":"Francisca Martínez-Hergueta","is_ca":false},{"name":"Carlos Navarro","is_ca":false},{"name":"F. Teixeira‐Dias","is_ca":false},{"name":"Shirley K. García‐Castillo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007360299578984907,"gpt":0.2319306325515157,"spread":0.2245703329725308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000275497,0.0007918468,0.0005316885,0.0008750328,0.0003623955,0.0008258322,0.001338575,0.001416918,0.001523358],"category_scores_gemma":[0.00057437,0.0005065645,0.0007568485,0.0004185692,0.0008441134,0.0007394028,0.0006088681,0.0005928504,0.0003930437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005327277,"about_ca_system_score_gemma":0.0008280878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003776857,"about_ca_topic_score_gemma":0.002486397,"domain_scores_codex":[0.9998474,0.00002783522,0.000005680408,0.00002046768,0.00007583837,0.00002272074],"domain_scores_gemma":[0.9998153,0.00007345744,0.00003776356,0.00001980362,0.00004244135,0.00001122219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009013276,0.00001746221,0.0002439018,0.00003833622,0.000007238324,0.00006711913,0.00002283073,0.9911094,0.004185635,0.002436903,0.00004040945,0.00182183],"study_design_scores_gemma":[0.000001253829,0.00001421862,0.0001226401,0.000003661178,0.000002860992,0.00001706744,0.00000925038,0.9985117,0.0006180002,0.0005312141,0.0001649052,0.000003140687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1322599,0.0004669824,0.8525651,0.0001088845,0.00005380527,0.0001136859,0.0001406181,0.0003347921,0.01395614],"genre_scores_gemma":[0.9389082,0.001082405,0.04999014,0.00004320095,0.00002586199,0.0002881936,0.0001566439,0.00009568321,0.009409679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003776857,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995760912","doi":"10.1080/15376494.2011.643278","title":"A New Test Method for the Measurement of Normal-Shear Bonding Strength at Bi-Material Interface","year":2013,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Torsion (gastropod); Materials science; Structural engineering; Direct shear test; Composite material; Test method; Envelope (radar); Singularity; Interface (matter); Shear (geology); Computer science; Engineering; Mathematics; Geometry","authors":[{"name":"Zihui Xia","is_ca":true},{"name":"Mohammad Al Amin Khan Khan Chowdhuri","is_ca":true},{"name":"Feng Ju","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01376300544919917,"gpt":0.2544892779510149,"spread":0.2407262725018157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009157516,0.000747261,0.0006959941,0.00157465,0.0004667858,0.0004904533,0.001382766,0.0008616606,0.002391993],"category_scores_gemma":[0.002222285,0.0003841709,0.0003530007,0.0007023816,0.000607649,0.001547079,0.00107382,0.0009933534,0.0009755688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003988964,"about_ca_system_score_gemma":0.0006735579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005158992,"about_ca_topic_score_gemma":0.00100209,"domain_scores_codex":[0.9979396,0.0002075034,0.00009989973,0.00022509,0.001482846,0.00004490787],"domain_scores_gemma":[0.9981925,0.0003135303,0.0001452417,0.0002845731,0.0009844818,0.0000797378],"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":[0.0001683865,0.00011055,0.003371362,0.0005030944,0.00006011099,0.0001669337,0.0001858507,0.003015922,0.6936995,0.008028378,0.002408622,0.2882813],"study_design_scores_gemma":[0.0001120212,0.001126035,0.01084126,0.00007370613,0.0001129499,0.004050454,0.0001873513,0.1772094,0.7621237,0.004526641,0.03934696,0.0002895319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01304635,0.0004010378,0.983866,0.00006119248,0.0001653204,0.0001121687,0.0001039961,0.0006942879,0.001549564],"genre_scores_gemma":[0.158629,0.0003997456,0.8367961,0.0001288149,0.00008545136,0.000492209,0.0003143354,0.0001544122,0.002999898],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002391993,"threshold_uncertainty_score":0.008002043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982479227","doi":"10.1080/15376494.2011.584264","title":"Free Vibration Analysis of a Microbeam Subjected to a Symmetric Electrostatic Field","year":2013,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Hunan University; Dalhousie University","keywords":"Microbeam; Vibration; Nonlinear system; Bernoulli's principle; Nyström method; Physics; Field (mathematics); Classical mechanics; Euler's formula; Amplitude; Mechanics; Materials science; Mathematical analysis; Acoustics; Optics; Mathematics; Integral equation","authors":[{"name":"Yiming Fu","is_ca":false},{"name":"Jin Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003264739216092917,"gpt":0.1997142277049045,"spread":0.1964494884888116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001751198,0.0002475468,0.0002628077,0.0002365482,0.0002035001,0.0001544454,0.0002455167,0.0004144453,0.0009676979],"category_scores_gemma":[0.0005238923,0.00007554176,0.0002220252,0.00008773913,0.0005114746,0.0002439991,0.0002662686,0.0001926833,0.0001330062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001879676,"about_ca_system_score_gemma":0.0002233378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009778058,"about_ca_topic_score_gemma":0.0005182602,"domain_scores_codex":[0.9999094,0.00001013119,0.000002528585,0.00001566317,0.00005134442,0.00001092151],"domain_scores_gemma":[0.9998701,0.00006092929,0.00001779482,0.00001002663,0.00003120442,0.00001002165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002011008,0.00004997891,0.001758896,0.0002030087,0.00004754335,0.0005608851,0.0002427257,0.122238,0.8328093,0.01015,0.0002361513,0.03150248],"study_design_scores_gemma":[0.00001231222,0.0001804167,0.004549101,0.000008275577,0.00001199903,0.0001586791,0.00008085088,0.9503996,0.0422534,0.001485537,0.0008412925,0.00001854597],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7732723,0.0005819082,0.2207058,0.0002744494,0.000084384,0.00004900586,0.00004772932,0.0000964534,0.004888021],"genre_scores_gemma":[0.9852579,0.0002059311,0.01112907,0.00003550099,0.00001972264,0.00001973097,0.00003814076,0.00001385519,0.003280106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009778058,"threshold_uncertainty_score":0.003237307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2951070424","doi":"10.1080/15376494.2019.1605008","title":"Application of a master curve and the modified superposition principle for modeling creep and loading rate effects at small strains in high-density polyethylene","year":2019,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina","keywords":"Creep; Superposition principle; Traction (geology); Nonlinear system; Viscoelasticity; Materials science; High-density polyethylene; Mechanics; Time–temperature superposition; Constant (computer programming); Stress (linguistics); Structural engineering; Polyethylene; Mathematics; Computer science; Mathematical analysis; Mechanical engineering; Engineering; Physics; Composite material","authors":[{"name":"André Kühl","is_ca":true},{"name":"Pablo Andreś Muñoz‐Rojas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01049290392744263,"gpt":0.2261106503190937,"spread":0.2156177463916511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004534605,0.0005378256,0.000315907,0.00043528,0.0002307845,0.0003787135,0.0007367304,0.0007089755,0.0007148591],"category_scores_gemma":[0.001109112,0.0002596123,0.0006325759,0.0004641551,0.0005061675,0.0008890392,0.0004492435,0.0005454877,0.000122104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003937827,"about_ca_system_score_gemma":0.0006478365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001999547,"about_ca_topic_score_gemma":0.00187477,"domain_scores_codex":[0.9998497,0.00003534844,0.000006516325,0.00001909865,0.00007645668,0.00001284033],"domain_scores_gemma":[0.9996444,0.0001866427,0.00005932215,0.0000475725,0.00004629576,0.00001574087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003499935,0.00008139409,0.001011358,0.00003872989,0.00001542205,0.00008154521,0.00009708644,0.9371514,0.02751658,0.005410814,0.00008888623,0.02847171],"study_design_scores_gemma":[0.000001067597,0.00001840078,0.0001155489,9.868044e-7,0.000001696734,0.000006784164,0.000001977038,0.9980037,0.001439404,0.0003315842,0.00007656097,0.000002337498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1276483,0.0001260532,0.8699057,0.00005620851,0.0000146646,0.00006562754,0.00003060329,0.0002699741,0.001882836],"genre_scores_gemma":[0.8689419,0.0002731569,0.1286101,0.00002249615,0.0000172095,0.0001098988,0.00006163705,0.00006495437,0.001898668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001999547,"threshold_uncertainty_score":0.003975809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056098131","doi":"10.1080/15376490306738","title":"Bearing Behavior of Mechanically Fastened Joints in Composite Laminates--Part II: Failure Mechanisms","year":2003,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Clamping; Materials science; Composite material; Delamination (geology); Bearing (navigation); Composite number; Composite laminates; Epoxy; Structural engineering; Shear (geology); Failure mode and effects analysis; Internal pressure; Engineering","authors":[{"name":"Claire Girard","is_ca":true},{"name":"Marie‐Laure Dano","is_ca":true},{"name":"André Picard","is_ca":true},{"name":"Guy Gendron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007562445920086769,"gpt":0.2162718330541426,"spread":0.2087093871340559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002550623,0.0003617121,0.0002877654,0.0003768889,0.0002423061,0.0001924529,0.0002384946,0.0004045515,0.001352337],"category_scores_gemma":[0.000596755,0.0002112882,0.0002035793,0.0001110536,0.0003214458,0.0003711311,0.0001438114,0.0002348867,0.0002621088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001869164,"about_ca_system_score_gemma":0.0000915929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006939869,"about_ca_topic_score_gemma":0.0008098053,"domain_scores_codex":[0.9998649,0.00001528969,0.000008992356,0.00002393518,0.00006072461,0.00002624464],"domain_scores_gemma":[0.9996107,0.0001195921,0.0001129653,0.00003483104,0.00009038844,0.00003143255],"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":[0.0001255956,0.00002447409,0.001073817,0.00005421276,0.000004794388,0.00006717777,0.00006033135,0.001044157,0.9950812,0.00002059314,0.00001390964,0.002429764],"study_design_scores_gemma":[0.0000154217,0.001291921,0.02945795,0.00001160823,0.00001503343,0.000318925,0.00007739352,0.007825136,0.9604018,0.00005779622,0.0005072425,0.00001982313],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986904,0.0002210476,0.0009009998,0.000004866501,0.000003642839,0.000008199328,0.00002154107,0.00002407851,0.0001251361],"genre_scores_gemma":[0.9985391,0.0001005498,0.0007180456,0.000004989158,0.000002590272,0.000006401008,0.00005056075,0.000007460478,0.000570337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001352337,"threshold_uncertainty_score":0.004524052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3177253759","doi":"10.1080/15376494.2021.1928345","title":"Aspects on viscoelasticity modeling of HDPE using fractional derivatives: Interpolation procedures and efficient numerical scheme","year":2021,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Creep; High-density polyethylene; Viscoelasticity; Applied mathematics; Interpolation (computer graphics); Fractional calculus; Constitutive equation; Range (aeronautics); Stress (linguistics); Work (physics); Mathematics; Materials science; Computer science; Structural engineering; Finite element method; Polyethylene; Physics; Thermodynamics; Engineering","authors":[{"name":"T. C. da Costa-Haveroth","is_ca":false},{"name":"Geovane Augusto Haveroth","is_ca":false},{"name":"André Kühl","is_ca":true},{"name":"José Luíz Boldrini","is_ca":false},{"name":"Marco L. Bittencourt","is_ca":false},{"name":"F. D. Sasse","is_ca":false},{"name":"Maria Anna Polak","is_ca":true},{"name":"Pablo Andreś Muñoz‐Rojas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03782804564675355,"gpt":0.3176946710753326,"spread":0.279866625428579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006311168,0.0004457374,0.0004191775,0.0004103735,0.0003308835,0.0006752271,0.0005451935,0.0007206244,0.0009223797],"category_scores_gemma":[0.001429371,0.0001937816,0.0004509425,0.0006040328,0.0005892515,0.0008318872,0.0004606928,0.0008560491,0.0002676272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004731261,"about_ca_system_score_gemma":0.0006111973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002264861,"about_ca_topic_score_gemma":0.001293653,"domain_scores_codex":[0.9998353,0.00005318578,0.00001148909,0.00002141633,0.00006839044,0.00001023377],"domain_scores_gemma":[0.9997335,0.000135567,0.00003521977,0.00004095305,0.00004582646,0.000008772406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008039197,0.0000738608,0.0009271401,0.0001823281,0.0000255543,0.0001858255,0.000225135,0.7121262,0.0295595,0.1107047,0.0008688438,0.1450406],"study_design_scores_gemma":[0.000003136491,0.00001132477,0.00009013758,0.000008662509,0.000002776875,0.00002452006,0.000005101817,0.991769,0.001903223,0.004385679,0.001790938,0.000005576936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01012066,0.0005078975,0.9867349,0.0001140244,0.00003146328,0.00002712224,0.00002473279,0.0001201854,0.002319057],"genre_scores_gemma":[0.3126335,0.001801095,0.6806857,0.00006522496,0.00008000466,0.0001402446,0.0001091994,0.0001607152,0.00432422],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002264861,"threshold_uncertainty_score":0.004503369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403168478","doi":"10.1080/15376494.2024.2408760","title":"Nonlinear dynamic analyses of sandwich porous FG cylindrical shells with dual-layered FG porous cores","year":2024,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Porosity; Nonlinear system; Materials science; Dual (grammatical number); Porous medium; Pervious concrete; Mechanics; Structural engineering; Composite material; Physics; Engineering; Cement","authors":[{"name":"Kamran Foroutan","is_ca":true},{"name":"Farshid Torabi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006258479802189959,"gpt":0.2485138861917805,"spread":0.2422554063895905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001571398,0.0002756042,0.000153563,0.0002381177,0.0001122957,0.0001669559,0.0002190315,0.0002133285,0.0003026882],"category_scores_gemma":[0.0002684137,0.0001258532,0.0002531453,0.000112348,0.0004127934,0.0002624209,0.0003287604,0.0001085991,0.00005470105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237658,"about_ca_system_score_gemma":0.0001460375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006128279,"about_ca_topic_score_gemma":0.0007422829,"domain_scores_codex":[0.9999299,0.000007868965,0.000003116565,0.00001184468,0.00003463626,0.00001255877],"domain_scores_gemma":[0.9998832,0.00003914866,0.00003425749,0.00001319758,0.00002185865,0.000008389547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009942222,0.00002406089,0.003198285,0.0001224872,0.0000177778,0.0004103548,0.0001572229,0.1523492,0.8285274,0.001898786,0.00006428339,0.01313075],"study_design_scores_gemma":[0.000007602642,0.0001507101,0.01039847,0.00001207905,0.00001333488,0.0002919327,0.0001718434,0.8442791,0.1434008,0.0007228243,0.0005265657,0.00002464812],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677541,0.00008869336,0.03093223,0.00001436216,0.000003698599,0.000006609343,0.00002277126,0.0000334773,0.001143908],"genre_scores_gemma":[0.9951735,0.0000488133,0.004349486,0.000003751291,8.58994e-7,0.000005996096,0.00001709693,0.000004436381,0.0003961608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006128279,"threshold_uncertainty_score":0.001218557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3128726075","doi":"10.1080/15376494.2021.1877377","title":"Static and dynamic analysis of homogeneous Micropolar-Cosserat panels","year":2021,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Curvature; Finite element method; Mathematics; Bernoulli's principle; Classical mechanics; Equations of motion; Stress (linguistics); Mathematical analysis; Mechanics; Structural engineering; Physics; Geometry; Engineering","authors":[{"name":"Shivam Kumar Singh","is_ca":false},{"name":"Arnab Banerjee","is_ca":false},{"name":"R. K. Varma","is_ca":false},{"name":"Sondipon Adhikari","is_ca":false},{"name":"Sreekanta Das","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005111263901333913,"gpt":0.2327566955715479,"spread":0.227645431670214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000087728,0.0001724045,0.0001530417,0.0002470696,0.0001974906,0.0002917851,0.0002638225,0.0002739705,0.001814431],"category_scores_gemma":[0.0002164621,0.0001036492,0.0002000421,0.0001858185,0.0003940296,0.0002842465,0.0002128957,0.0001695059,0.0001771943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002146164,"about_ca_system_score_gemma":0.0002132587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434766,"about_ca_topic_score_gemma":0.001881898,"domain_scores_codex":[0.9999347,0.000009181477,0.00000170469,0.00001437364,0.0000292673,0.00001077968],"domain_scores_gemma":[0.9999348,0.00002598167,0.00001078409,0.000009214231,0.00001237761,0.000006855034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007727162,0.00007301015,0.002062846,0.00006165945,0.00002214437,0.0002753285,0.000144898,0.8190525,0.1347862,0.01706534,0.0004924462,0.02588638],"study_design_scores_gemma":[0.000001246457,0.0000201988,0.001462861,0.000002206411,0.00000239083,0.00002981474,0.00002694354,0.9913855,0.005736209,0.0008583231,0.0004684118,0.000005968233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.702446,0.0002423295,0.2783794,0.0001471227,0.0000312303,0.00004201197,0.0001433766,0.0001623619,0.01840618],"genre_scores_gemma":[0.9840829,0.0001026439,0.01184576,0.00001969506,0.00001026382,0.00001609381,0.00005395116,0.00001730593,0.00385133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001814431,"threshold_uncertainty_score":0.006069839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092431603","doi":"10.1080/15376490903243852","title":"Nonlinear Coupled Field Finite Element Procedure for Modeling of Shape Memory Alloy Components in Multi-physics Applications","year":2010,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"SMA*; Shape-memory alloy; Finite element method; Nonlinear system; Boundary value problem; Constitutive equation; Mechanical engineering; Thermal; Field (mathematics); Boundary (topology); Microelectromechanical systems; Linearity; Structural engineering; Computer science; Materials science; Physics; Electronic engineering; Engineering; Mathematical analysis; Algorithm; Mathematics; Composite material","authors":[{"name":"Mohamed Serry","is_ca":false},{"name":"Don Raboud","is_ca":true},{"name":"Walied A. Moussa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02455557112755987,"gpt":0.2787374690926489,"spread":0.2541818979650891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004735759,0.0004955336,0.0003308352,0.00034409,0.000291312,0.0002440976,0.000800757,0.0008334674,0.002443068],"category_scores_gemma":[0.0007300889,0.0003297683,0.0005008407,0.0001990724,0.0004131493,0.0005264447,0.0004143525,0.0006213966,0.0008506111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003447667,"about_ca_system_score_gemma":0.0006198035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001177884,"about_ca_topic_score_gemma":0.002167962,"domain_scores_codex":[0.9998327,0.00005590194,0.00000723343,0.0000174346,0.00007931897,0.000007327844],"domain_scores_gemma":[0.9997713,0.0001243062,0.00002208267,0.00003103918,0.0000445609,0.000006779809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005472905,0.00008161202,0.0006193703,0.0001588125,0.00003354849,0.0001225518,0.0002112575,0.8287558,0.06686974,0.04775283,0.0006634099,0.05467635],"study_design_scores_gemma":[0.000004409369,0.00001870291,0.00009018215,0.000005779768,0.0000040138,0.00003242878,0.000007966798,0.9887011,0.006311739,0.001983972,0.002833467,0.000006290426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006193324,0.00003749601,0.9922213,0.00002823505,0.00001080143,0.0000410251,0.00002934824,0.0001111491,0.00132739],"genre_scores_gemma":[0.1791426,0.0001681999,0.8130308,0.0000624952,0.00001206831,0.000466033,0.0001360371,0.000141466,0.006840273],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002443068,"threshold_uncertainty_score":0.008172929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385497160","doi":"10.1080/15376494.2023.2242360","title":"A comprehensive analysis of the erosion in a carbon steel boiler tube elbow through the use of 3D mapping of the corroded surface and CFD modeling","year":2023,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Erosion and Abrasive Machining","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Erosion; Boiler (water heating); Corrosion; Erosion corrosion; Carbon steel; Materials science; Abrasive; Metallurgy; Environmental science; Geotechnical engineering; Geology; Waste management; Engineering","authors":[{"name":"Nikolay Bukharin","is_ca":true},{"name":"M.A. Farrokhzad","is_ca":true},{"name":"Mouhammad El Hassan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03565843169243258,"gpt":0.2529083506411766,"spread":0.217249918948744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001609336,0.0004478308,0.0004266613,0.0005002128,0.0002837705,0.0004975425,0.0003178374,0.00056616,0.0005775975],"category_scores_gemma":[0.000308936,0.0002731992,0.0004966527,0.0003891241,0.0002347566,0.0002502414,0.0001934984,0.0002602229,0.000129342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002901022,"about_ca_system_score_gemma":0.0003545376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006389652,"about_ca_topic_score_gemma":0.005490717,"domain_scores_codex":[0.9999197,0.00000574088,0.000004818215,0.00001345058,0.00004522197,0.00001124855],"domain_scores_gemma":[0.9999022,0.00003224506,0.00001501787,0.00001106516,0.00003111337,0.000008280263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000244655,0.0001484149,0.02043538,0.0002256051,0.00004691802,0.001073725,0.0002871077,0.718079,0.2018317,0.0007961029,0.0005472062,0.05628421],"study_design_scores_gemma":[0.000006105664,0.0001111334,0.02332484,0.0000095398,0.00001608078,0.0001841132,0.00008898846,0.9566283,0.01874081,0.0001125192,0.0007473322,0.0000302277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451529,0.000211629,0.0512628,0.00004326115,0.00001363623,0.00004159007,0.0003118955,0.0004920969,0.002470244],"genre_scores_gemma":[0.983548,0.0001605611,0.01508543,0.00000639805,0.000002037733,0.00001632597,0.0002106837,0.00003056715,0.0009400715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006389652,"threshold_uncertainty_score":0.01270491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409291682","doi":"10.1080/15376494.2025.2486742","title":"Nonlinear thermal static and dynamic buckling of imperfect porous functionally graded cylindrical shells reinforced with oblique stiffeners embedded within nonuniform elastic medium","year":2025,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nonlinear system; Buckling; Structural engineering; Oblique case; Composite material; Imperfect; Thermal; Shell (structure); Engineering","authors":[{"name":"Kamran Foroutan","is_ca":true},{"name":"Farshid Torabi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002133134286590326,"gpt":0.1964875180594619,"spread":0.1943543837728716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001184342,0.0002201517,0.0001524988,0.0001654318,0.0001353998,0.000215168,0.0001976409,0.0001866424,0.0002722517],"category_scores_gemma":[0.0002391935,0.0001256204,0.0001915111,0.0001033067,0.0004195095,0.0002358624,0.0002733448,0.0000999205,0.00004457243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801932,"about_ca_system_score_gemma":0.000192167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001219959,"about_ca_topic_score_gemma":0.001990349,"domain_scores_codex":[0.9999365,0.000006701826,0.000002955269,0.0000110828,0.00002898527,0.00001381208],"domain_scores_gemma":[0.999893,0.00002165501,0.00004378426,0.00001413974,0.0000175216,0.000009971801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001303852,0.00003484471,0.003527707,0.0001037483,0.00002521146,0.0005600621,0.0001712864,0.3472399,0.6355097,0.003659446,0.00007409961,0.008963596],"study_design_scores_gemma":[0.000007836507,0.000152217,0.006639408,0.0000106701,0.00001409777,0.0001661932,0.0001210148,0.9045976,0.08705374,0.0007362086,0.0004762616,0.00002467107],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811646,0.00007220529,0.01723077,0.00001302705,0.000004227385,0.000004301818,0.00001282281,0.00001895475,0.001478962],"genre_scores_gemma":[0.9975581,0.00003139835,0.001870577,0.000003276551,5.576215e-7,0.000002855075,0.000006162241,0.000002648532,0.0005243022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001219959,"threshold_uncertainty_score":0.00242579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388538213","doi":"10.1080/15376494.2023.2278837","title":"Exact solution of thermal postbuckling of porous piezoelectric nanobeams with surface effect","year":2023,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Materials science; Piezoelectricity; Timoshenko beam theory; Thermal; Porosity; Beam (structure); Piezoelectric coefficient; Mechanics; Composite material; Structural engineering; Thermodynamics; Physics; Engineering","authors":[{"name":"Fan Yang","is_ca":false},{"name":"Xianlai Song","is_ca":false},{"name":"Xuyang Wang","is_ca":false},{"name":"Weilin Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004848710628148809,"gpt":0.2166866452629574,"spread":0.2118379346348086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002458052,0.0003371969,0.0004074826,0.0002338328,0.0003238623,0.0003207836,0.0005800895,0.0008465645,0.002292053],"category_scores_gemma":[0.000538856,0.0003275241,0.0003741692,0.000183453,0.0007321545,0.001148513,0.0006170795,0.0006393068,0.0002100308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000437721,"about_ca_system_score_gemma":0.0005690714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268331,"about_ca_topic_score_gemma":0.001660302,"domain_scores_codex":[0.9999102,0.000009793499,0.000003117407,0.00001656847,0.00003635868,0.00002395362],"domain_scores_gemma":[0.9998538,0.00005843307,0.00002382533,0.00001660271,0.00003130499,0.00001584937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001208389,0.00008249612,0.001177679,0.0004328106,0.00004861162,0.0006299117,0.0003025963,0.621923,0.126484,0.2311949,0.001098993,0.01650422],"study_design_scores_gemma":[0.00001252241,0.00001972762,0.0002396653,0.000004212331,0.00000269455,0.00003758841,0.000032261,0.9859946,0.00389688,0.009391164,0.0003621421,0.000006616563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3584476,0.001112788,0.6261284,0.0004184902,0.0001073988,0.00007846775,0.0001087434,0.0001654607,0.01343275],"genre_scores_gemma":[0.9412386,0.0004485616,0.04869172,0.00009901293,0.00003017976,0.0001029211,0.00006626369,0.00008282116,0.009239888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002292053,"threshold_uncertainty_score":0.00766772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220947891","doi":"10.1080/15376494.2022.2048147","title":"Transient response analysis of sandwich composite panel","year":2022,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Thermoelastic damping; Materials science; Micromechanics; Thermal shock; Laplace transform; Elasticity (physics); Material properties; Mechanics; Isotropy; Composite material; Composite number; Structural engineering; Thermal; Mathematics; Engineering; Mathematical analysis; Thermodynamics; Physics","authors":[{"name":"Xueli Nan","is_ca":false},{"name":"Tzu-Hsing Ko","is_ca":false},{"name":"Erfan Shamsaddini Lori","is_ca":false},{"name":"Mohamed Amine Khadimallah","is_ca":false},{"name":"Yishu Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005745524298000297,"gpt":0.2063955766349111,"spread":0.2006500523369109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001125258,0.0001736153,0.0001685242,0.0001907941,0.0001131514,0.0001667548,0.0001952628,0.0003017641,0.001675281],"category_scores_gemma":[0.0001804602,0.00007142031,0.0002471723,0.000105301,0.000183318,0.0001778604,0.0001810585,0.0002034588,0.0001548632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498798,"about_ca_system_score_gemma":0.00009776378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007649904,"about_ca_topic_score_gemma":0.0005925077,"domain_scores_codex":[0.99994,0.000008165463,0.000001613026,0.00001198613,0.0000236128,0.00001451538],"domain_scores_gemma":[0.9999418,0.00002044328,0.000008269494,0.000007442641,0.00001617492,0.000005885166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004082987,0.00008498009,0.002804748,0.00012005,0.00003075228,0.0005776166,0.0001774001,0.267655,0.7148458,0.001353747,0.0003886387,0.01155299],"study_design_scores_gemma":[0.000004639132,0.0001624206,0.003805315,0.000005406911,0.000006377426,0.00006605618,0.00008365866,0.9391997,0.0560675,0.0002526475,0.0003351033,0.00001118957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569527,0.0001145441,0.03910283,0.00006858305,0.00001671691,0.00001590925,0.00008240592,0.0001700602,0.003476336],"genre_scores_gemma":[0.9979594,0.00002355059,0.001234332,0.000007042896,0.000001101443,0.000005910556,0.00002239535,0.000005961459,0.0007403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001675281,"threshold_uncertainty_score":0.005604386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386929109","doi":"10.1080/15376494.2023.2259903","title":"Micromechanical fiber-matrix interface model for in-plane shear in unidirectional laminae","year":2023,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Micromechanics; Fiber; Materials science; Stiffness; Finite element method; Interface model; Matrix (chemical analysis); Composite material; Shear (geology); Nonlinear system; Stiffness matrix; Plane (geometry); Mechanics; Structural engineering; Geometry; Engineering; Mathematics; Physics; Computer science; Composite number","authors":[{"name":"Lucas Vignoli","is_ca":false},{"name":"Marcelo A. Savi","is_ca":false},{"name":"Pedro Manuel Calas Lopes Pacheco","is_ca":false},{"name":"Alexander L. Kalamkarov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01179770275905249,"gpt":0.2662467925198889,"spread":0.2544490897608364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002913376,0.0008536039,0.0006361739,0.0006917169,0.0004344122,0.000677496,0.001817781,0.001815882,0.002962801],"category_scores_gemma":[0.0003226471,0.0004069034,0.0006582917,0.0003726464,0.0004326094,0.001179854,0.0004851033,0.000826822,0.001015881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005006636,"about_ca_system_score_gemma":0.0005731494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003032906,"about_ca_topic_score_gemma":0.003365343,"domain_scores_codex":[0.9998703,0.00002532457,0.000006578476,0.00002937133,0.00004978324,0.00001859182],"domain_scores_gemma":[0.9998997,0.00002648798,0.00002032708,0.000009758816,0.00003390896,0.000009779275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004150539,0.00009378714,0.0006898624,0.0001873264,0.00003005194,0.0003741492,0.0002072842,0.8803753,0.03760552,0.06823464,0.0008522467,0.01130823],"study_design_scores_gemma":[0.000002558155,0.0000150384,0.00009040964,0.000005061498,0.000003863727,0.00003225915,0.00001213244,0.9961607,0.00056334,0.002225904,0.0008834327,0.000005224862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03091815,0.0009201535,0.9516309,0.000213894,0.0001077023,0.00007334189,0.00018206,0.000289817,0.01566394],"genre_scores_gemma":[0.8525781,0.00211626,0.1011348,0.0002096446,0.0001309121,0.0005402035,0.0002860364,0.0002289625,0.04277513],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003032906,"threshold_uncertainty_score":0.009911537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097547598","doi":"10.1080/15376490590928525","title":"Long-Wave In-Plane Buckling of Elastic Square Honeycombs","year":2005,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University","keywords":"Buckling; Square (algebra); Instability; Bifurcation; Materials science; Compression (physics); Plane (geometry); Elastic instability; Honeycomb; Mechanics; Shear (geology); Structural engineering; Geometry; Composite material; Mathematics; Physics; Nonlinear system; Engineering","authors":[{"name":"Dai OKUMURA","is_ca":false},{"name":"Nobutada OHNO","is_ca":false},{"name":"Takeshi NIIKAWA","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004481989745086861,"gpt":0.1929855832347498,"spread":0.188503593489663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006885099,0.0001655806,0.0002240262,0.0002652953,0.0002056616,0.0003400325,0.0001888131,0.0001901972,0.001208859],"category_scores_gemma":[0.0002091846,0.000130736,0.0001730603,0.0001271344,0.0004484924,0.0003849871,0.0002643263,0.0001590597,0.0001164574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404059,"about_ca_system_score_gemma":0.000105543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006650276,"about_ca_topic_score_gemma":0.0007034034,"domain_scores_codex":[0.9999503,0.000006377159,0.000002709293,0.000009019278,0.0000198851,0.00001171729],"domain_scores_gemma":[0.9998852,0.0000242631,0.00003231347,0.00001774078,0.00002122741,0.00001928554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002075036,0.0001751719,0.009282297,0.0002523073,0.0001223527,0.001938289,0.0005976649,0.3426723,0.5648418,0.04946572,0.0008459211,0.02959867],"study_design_scores_gemma":[0.00001255254,0.00009852185,0.006444219,0.000005340225,0.000009099099,0.0002313709,0.0001570599,0.9558234,0.0276737,0.00879794,0.000731978,0.00001483157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969629,0.0001190387,0.02626141,0.00003942511,0.00001372917,0.000009239032,0.00001947605,0.00002910152,0.003879512],"genre_scores_gemma":[0.9966862,0.00004256689,0.001594268,0.0000105012,0.000004893388,0.000003452912,0.00001059989,0.000005069796,0.001642555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001208859,"threshold_uncertainty_score":0.004044056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3184032527","doi":"10.1080/15376494.2021.1952496","title":"A master curve approach to model short- and long-term time-dependent nonlinear behavior of polyethylene","year":2021,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Creep; Viscoplasticity; Viscoelasticity; Constitutive equation; Nonlinear system; Term (time); Materials science; Power law; Phenomenological model; Work (physics); Stress (linguistics); Mechanics; Structural engineering; Mathematics; Engineering; Mechanical engineering; Composite material; Physics; Finite element method; Statistics","authors":[{"name":"André Kühl","is_ca":true},{"name":"Maria Anna Polak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02240149541831613,"gpt":0.2537854497857993,"spread":0.2313839543674832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003960406,0.0007367462,0.0003903781,0.000867718,0.0003013719,0.000460825,0.0008669453,0.0008533197,0.001269635],"category_scores_gemma":[0.0009787948,0.0003156785,0.0007557783,0.000520859,0.0004752892,0.00153282,0.000473229,0.0009617332,0.0005285668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005535022,"about_ca_system_score_gemma":0.0007400759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238696,"about_ca_topic_score_gemma":0.001289249,"domain_scores_codex":[0.9998204,0.00002268605,0.00001018571,0.00003744437,0.00009302363,0.00001644349],"domain_scores_gemma":[0.9996585,0.0001231818,0.00006173411,0.00006159586,0.00007632478,0.00001875108],"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":[0.00004178619,0.000192964,0.00159646,0.000189399,0.00004790207,0.000232904,0.0003551383,0.6856202,0.114132,0.116087,0.001036972,0.08046736],"study_design_scores_gemma":[0.000002628578,0.00005492985,0.0003369972,0.00001100187,0.000007598358,0.00009245526,0.00001623547,0.9722108,0.009304765,0.01121924,0.00672584,0.0000174993],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01532014,0.0003117257,0.9809811,0.00006864606,0.00003745675,0.00005600356,0.00006422408,0.0002282252,0.002932491],"genre_scores_gemma":[0.6411189,0.003388788,0.3229476,0.0001444223,0.0001752087,0.000581232,0.0003753424,0.0005069047,0.03076154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001269635,"threshold_uncertainty_score":0.004247367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409652891","doi":"10.1080/15376494.2025.2491132","title":"Study on energy absorption characteristics of hybrid thin-walled tubes reinforced with carbon fibers and glass fibers","year":2025,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Materials science; Composite material; Carbon nanotube; Glass fiber; Absorption (acoustics); Carbon fibers; Composite number","authors":[{"name":"Jing Zhang","is_ca":true},{"name":"Suchao Xie","is_ca":true},{"name":"Guandi He","is_ca":true},{"name":"Zhenlu Zhou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00299004405048085,"gpt":0.1874304504418339,"spread":0.184440406391353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001274784,0.0001834024,0.0001472698,0.0004924782,0.0001380457,0.0001236821,0.0001706059,0.0002517216,0.0003751971],"category_scores_gemma":[0.0002188889,0.0001267272,0.0001668542,0.0002832297,0.0001695366,0.0002777554,0.00008173221,0.000131631,0.00006331922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385467,"about_ca_system_score_gemma":0.00006274555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006578357,"about_ca_topic_score_gemma":0.0009845828,"domain_scores_codex":[0.9998995,0.000007500718,0.000004172227,0.00002275276,0.00005122048,0.00001483581],"domain_scores_gemma":[0.9997993,0.00006110145,0.00005123141,0.00001016084,0.00006536421,0.00001287199],"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":[0.00006854792,0.00001247671,0.001328324,0.00004000222,0.000005938274,0.00009214767,0.0000480944,0.001319047,0.9941084,0.00009541601,0.00002402312,0.002857637],"study_design_scores_gemma":[0.000005778024,0.0004507232,0.0251533,0.00001024813,0.00002854268,0.0002066229,0.00009795229,0.04157367,0.9317643,0.00007699699,0.0006133346,0.00001846718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979002,0.0002008866,0.001600873,0.000008192168,0.000002563483,0.000002710864,0.0000224044,0.00001472725,0.0002473485],"genre_scores_gemma":[0.9986386,0.00008475965,0.0009443803,0.000003331627,0.000001901268,0.000004054039,0.00002193661,0.000003495524,0.0002976693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006578357,"threshold_uncertainty_score":0.001308084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404364995","doi":"10.1080/15376494.2024.2427923","title":"Mechanical properties of phenolic foam composite meta-aramid honeycomb under various directional loads and thermal environments","year":2024,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care","funders":"Natural Science Foundation of Hunan Province; China Scholarship Council; National Natural Science Foundation of China","keywords":"Composite material; Materials science; Composite number; Honeycomb; Aramid; Thermal; Fiber","authors":[{"name":"Hao Wang","is_ca":true},{"name":"Suchao Xie","is_ca":true},{"name":"Kunkun Jing","is_ca":true},{"name":"Jing Zhang","is_ca":true},{"name":"Hui Zhou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009905858834478073,"gpt":0.1951036308815901,"spread":0.185197772047112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001407613,0.0002548963,0.000117458,0.0002544427,0.0001143595,0.0001292535,0.0001173601,0.0002336523,0.001033047],"category_scores_gemma":[0.0002304744,0.0001275942,0.000145721,0.0001847502,0.0001705542,0.0001876925,0.00009429963,0.0001743374,0.000123069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008280596,"about_ca_system_score_gemma":0.00005851092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003495729,"about_ca_topic_score_gemma":0.001300174,"domain_scores_codex":[0.9999114,0.000007259487,0.000005623184,0.00001583463,0.00004072819,0.00001912825],"domain_scores_gemma":[0.999832,0.00003055841,0.00004558822,0.00001241451,0.00005559874,0.00002387512],"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":[0.00005982681,0.000008737472,0.0004291641,0.00003577202,0.000003718607,0.00005298966,0.00002818767,0.0003803696,0.9968593,0.00003790455,0.00003522857,0.002068906],"study_design_scores_gemma":[0.000005774635,0.0005143419,0.01620934,0.000008018373,0.0000162433,0.0001328813,0.00008305302,0.003863862,0.9783725,0.00003649281,0.0007425875,0.00001488244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987057,0.0001958186,0.0005619396,0.000009946729,0.000008432618,0.000003568499,0.00005807154,0.00001657675,0.0004397813],"genre_scores_gemma":[0.9987022,0.00009033497,0.0005743626,0.00000758278,0.000002418635,0.000006874581,0.00005878574,0.000005215411,0.000552243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001033047,"threshold_uncertainty_score":0.003455877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2226576790","doi":"10.1080/15376494.2014.981611","title":"Comparisons of buckling-to-weight behavior of cylindrical shells with composite and metallic stiffeners","year":2015,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Buckling; Materials science; Epoxy; Composite material; Composite number; Structural engineering; Parametric statistics; Graphite; Aluminium; Engineering; Mathematics","authors":[{"name":"M. Bagheri","is_ca":false},{"name":"Ali Asghar Jafari","is_ca":false},{"name":"Morteza Sadeghifar","is_ca":true},{"name":"Jeffrey Fortin-Simpson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008329449434699092,"gpt":0.2221217505746661,"spread":0.213792301139967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000288779,0.0003623504,0.0003223163,0.0006833447,0.0001522736,0.0002667453,0.0002806123,0.0003300703,0.001084564],"category_scores_gemma":[0.00134902,0.0001937343,0.0002649727,0.0003413951,0.0002866403,0.0003894811,0.0002777234,0.0001418742,0.0002330392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133045,"about_ca_system_score_gemma":0.0001224905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000499482,"about_ca_topic_score_gemma":0.0008229649,"domain_scores_codex":[0.9997962,0.00002456195,0.0000155707,0.00002943488,0.0001016779,0.00003256652],"domain_scores_gemma":[0.9992864,0.0002423142,0.0002016793,0.00007884375,0.0001525956,0.00003820336],"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":[0.0004610588,0.00004987172,0.003088277,0.0002075149,0.00002835054,0.0003217574,0.0001506919,0.07400466,0.903286,0.0006649601,0.0001020874,0.0176347],"study_design_scores_gemma":[0.00003441627,0.001540628,0.04644357,0.00003788513,0.0000483166,0.0006302007,0.0003040502,0.3668956,0.5819471,0.0005001074,0.001548247,0.00006989094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926792,0.0001652455,0.005285641,0.000009768654,0.000003166494,0.000008539962,0.00004587521,0.000061907,0.001740601],"genre_scores_gemma":[0.9974612,0.00006913231,0.001763682,0.000003800497,0.000001249235,0.000006328489,0.00004766203,0.00001890924,0.000628004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001084564,"threshold_uncertainty_score":0.003628254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400448161","doi":"10.1080/15376494.2024.2373975","title":"Uniform elastic field inside an elliptical inhomogeneity with Neuber’s nonlinear stress–strain law under generalized plane strain deformations","year":2024,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Composite Material Mechanics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Plane stress; Nonlinear system; Field (mathematics); Strain (injury); Stress–strain curve; Stress (linguistics); Stress field; Materials science; Plane (geometry); Structural engineering; Mechanics; Deformation (meteorology); Geometry; Mathematics; Physics; Finite element method; Engineering; Composite material","authors":[{"name":"Xu Wang","is_ca":false},{"name":"Peter Schiavone","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007933289298140956,"gpt":0.2258159027543493,"spread":0.2178826134562083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002861649,0.0003478598,0.0002318225,0.000352532,0.0002387215,0.0005044684,0.0002868976,0.0003023207,0.0007389607],"category_scores_gemma":[0.0007173855,0.0001478482,0.00019251,0.0001306082,0.001471243,0.0006640694,0.0008893637,0.0003127398,0.0001064991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002698954,"about_ca_system_score_gemma":0.0002017734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104213,"about_ca_topic_score_gemma":0.0006825998,"domain_scores_codex":[0.9998498,0.0000256625,0.000006467176,0.0000409602,0.0000518027,0.00002527379],"domain_scores_gemma":[0.9997649,0.00005394066,0.00007152277,0.0000395477,0.00004108508,0.00002905984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002104729,0.00009082705,0.005014225,0.0001793386,0.00004733439,0.001779594,0.0008226002,0.1114616,0.3405329,0.5231916,0.0003781892,0.01629145],"study_design_scores_gemma":[0.00003687071,0.0002329272,0.01196308,0.00002866438,0.00002864743,0.001274771,0.00038111,0.7884792,0.08940005,0.1054434,0.002671746,0.00005945535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8200716,0.000286197,0.1628825,0.0001781018,0.00002469874,0.00003102756,0.00004674186,0.00005303193,0.01642619],"genre_scores_gemma":[0.9922698,0.0001170704,0.00516155,0.00002257297,0.00001330666,0.00001211225,0.00001508733,0.00001129879,0.0023773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00104213,"threshold_uncertainty_score":0.002472043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417215508","doi":"10.1080/15376494.2025.2595493","title":"A multiscale modeling technique for buckling analysis of rectangular multiphase nanocomposite plates reinforced with alumina nanoparticles and discontinuous carbon fibers","year":2025,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Multiscale modeling; Nanocomposite; Buckling; Nanoparticle; Carbon nanotube; Carbon fibers","authors":[{"name":"Mohanad Hatem Shadhar","is_ca":false},{"name":"Zaid A. Mohammed","is_ca":false},{"name":"Yasir Abduljaleel","is_ca":false},{"name":"Ashutosh Pattanaik","is_ca":false},{"name":"Binayak Pattanayak","is_ca":false},{"name":"Ashwin Jacob","is_ca":false},{"name":"Bekzod Matyakubov","is_ca":false},{"name":"Bekzod Madaminov","is_ca":false},{"name":"Aseel Smerat","is_ca":true},{"name":"Abdullah Naser M. Asiri","is_ca":false},{"name":"Saiful Islam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004749733213474602,"gpt":0.2305689457944899,"spread":0.2258192125810153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001838028,0.000400019,0.0002994752,0.0004283128,0.0002577893,0.0002913417,0.0005244314,0.000624807,0.0008260545],"category_scores_gemma":[0.0002555584,0.000225035,0.0006890804,0.0002309286,0.0003070948,0.0003475967,0.0003486436,0.00038176,0.0001635954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003280493,"about_ca_system_score_gemma":0.0004683486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002188074,"about_ca_topic_score_gemma":0.002626503,"domain_scores_codex":[0.9999144,0.0000122457,0.00000471773,0.00001675214,0.00004189572,0.000009960496],"domain_scores_gemma":[0.9999142,0.00002822329,0.00001676993,0.00001503951,0.00001912647,0.00000662257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002421631,0.00005675633,0.0008672082,0.0001407631,0.00004450397,0.0002761334,0.000109037,0.7850599,0.1806932,0.01553986,0.0002354826,0.01695293],"study_design_scores_gemma":[9.786461e-7,0.00001117917,0.0002191291,0.000002754393,0.000002600615,0.00002822611,0.000008544344,0.9961256,0.002599912,0.0005845422,0.0004125104,0.000004010922],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1022645,0.000360245,0.8918375,0.0001044443,0.00003819253,0.00006328768,0.000118752,0.000247795,0.004965155],"genre_scores_gemma":[0.8009007,0.0004052302,0.1945934,0.00004778835,0.00002151803,0.000218098,0.0001437323,0.0000844583,0.003585171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002188074,"threshold_uncertainty_score":0.004350722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408689785","doi":"10.1080/15376494.2025.2471028","title":"Experimental investigation on the low-velocity impact responses of hybrid CFRP–elastomer–metal laminates with various rubber layer positions and impact energies","year":2025,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"National Natural Science Foundation of China","keywords":"Elastomer; Materials science; Composite material; Layer (electronics); Natural rubber; Structural engineering; Engineering","authors":[{"name":"Yang Liu","is_ca":true},{"name":"Gesheng Xiao","is_ca":true},{"name":"Erqiang Liu","is_ca":false},{"name":"Xin Li","is_ca":false},{"name":"Shu Xuefeng","is_ca":true},{"name":"Hao Xin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00838745856269289,"gpt":0.2510259911763666,"spread":0.2426385326136738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004645119,0.0008102379,0.0002908904,0.0005432876,0.0003379332,0.0002212594,0.0003187654,0.0005938098,0.002528215],"category_scores_gemma":[0.0005518135,0.0002893459,0.000280327,0.0005090519,0.0004461127,0.0005027243,0.0004147303,0.0005138867,0.0003231329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060691,"about_ca_system_score_gemma":0.0001329157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003495067,"about_ca_topic_score_gemma":0.001109472,"domain_scores_codex":[0.9995908,0.00002750985,0.00002238289,0.00006461799,0.0002007868,0.00009388243],"domain_scores_gemma":[0.9994822,0.0001388236,0.0001158527,0.00006028151,0.0001643388,0.00003859392],"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":[0.0001181262,0.00003746528,0.0009406726,0.0001013481,0.00000622298,0.000118235,0.0000922203,0.0006115063,0.994872,0.00004704159,0.00004081661,0.003014428],"study_design_scores_gemma":[0.000006604852,0.0007854722,0.0126965,0.00001348634,0.00001782917,0.0001335629,0.0001812695,0.002367402,0.9830768,0.00002799188,0.0006784452,0.00001470419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968011,0.0002732255,0.002054119,0.00001550171,0.00001294177,0.00002343139,0.0001095508,0.00004328946,0.0006668563],"genre_scores_gemma":[0.9952987,0.0002459674,0.003030099,0.00002883736,0.000004978467,0.0000315309,0.0001504384,0.00001886609,0.001190644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002528215,"threshold_uncertainty_score":0.00845772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380084319","doi":"10.1080/15376494.2023.2222138","title":"Modeling of the effect of ATH fillers on the rheology, curing kinetics, and flexural properties of the epoxy resin forming the hydraulic turbines’ stay vanes extension","year":2023,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rheology; Epoxy; Materials science; Curing (chemistry); Flexural strength; Composite material; Thermosetting polymer; Kinetics","authors":[{"name":"Rim Ouadday","is_ca":true},{"name":"Mahmoud Abusrea","is_ca":false},{"name":"Rachid Boukhili","is_ca":true},{"name":"Aurélian Vadean","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008213586599203711,"gpt":0.2070331880138473,"spread":0.1988196014146436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000213621,0.0005522488,0.0004029077,0.000238941,0.0001846819,0.0003365642,0.0003644116,0.0006034623,0.0007868884],"category_scores_gemma":[0.0004508456,0.0002615541,0.0005188113,0.0001337767,0.0002216878,0.0005556105,0.0001489854,0.0003704929,0.0002244211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746879,"about_ca_system_score_gemma":0.0003091641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002305143,"about_ca_topic_score_gemma":0.00294136,"domain_scores_codex":[0.9998971,0.00001888382,0.000006877714,0.00002529042,0.00003793675,0.00001383279],"domain_scores_gemma":[0.9997556,0.0001463915,0.00004010298,0.00002221786,0.00002665621,0.000009069407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001102076,0.0002262103,0.002057829,0.0001421015,0.00002299716,0.0001010533,0.0000495079,0.7502962,0.2342283,0.0004551004,0.00008156124,0.01222891],"study_design_scores_gemma":[0.000004513814,0.0001148706,0.0008937051,0.000003468451,0.00001284119,0.00001738485,0.000008256633,0.9456195,0.05299354,0.00006922522,0.0002549357,0.000007748802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298863,0.0003822129,0.06680842,0.00005798183,0.00003098948,0.00005134839,0.0001344351,0.0001546347,0.002493648],"genre_scores_gemma":[0.9907907,0.0002332508,0.007487686,0.000006184149,0.000003836173,0.00003878193,0.00006462254,0.00001984794,0.001355045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002305143,"threshold_uncertainty_score":0.004583478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409456928","doi":"10.1080/15376494.2025.2490817","title":"A multi-scale model for interlayer fracture behavior of FDM-printed short fiber reinforced polymers","year":2025,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care","funders":"Fundamental Research Funds for Central Universities of the Central South University; National Natural Science Foundation of China","keywords":"Materials science; Composite material; 3d printed; Fracture (geology); Polymer; Fiber; Scale model; Scale (ratio); Engineering; Biomedical engineering","authors":[{"name":"Yanni Rao","is_ca":true},{"name":"Xianli Yu","is_ca":true},{"name":"Ning Wei","is_ca":true},{"name":"Song Yao","is_ca":true},{"name":"Kui Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01113011706410626,"gpt":0.2529231720410595,"spread":0.2417930549769532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002810843,0.0005454596,0.0004821681,0.0005802615,0.0003868988,0.0005320038,0.001319429,0.001720776,0.001787012],"category_scores_gemma":[0.000454281,0.0003913413,0.000981551,0.0003767437,0.0004827522,0.0005936538,0.0004249441,0.000727453,0.0004466414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007068039,"about_ca_system_score_gemma":0.0006032691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008005228,"about_ca_topic_score_gemma":0.004762135,"domain_scores_codex":[0.9998422,0.00002255482,0.000008624204,0.00004130032,0.00006419134,0.00002108255],"domain_scores_gemma":[0.9998401,0.00005573254,0.00003335185,0.00001830633,0.00004218789,0.00001026586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001153453,0.00002117899,0.0002533318,0.00003667311,0.000008416214,0.00009888453,0.00003671398,0.9816369,0.008156376,0.005058641,0.0001876271,0.004493644],"study_design_scores_gemma":[8.45219e-7,0.00000516299,0.00006248794,0.000001745384,0.000001571278,0.0000121599,0.000001776169,0.9991719,0.0002742909,0.0002738941,0.000191709,0.000002513827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05569578,0.0007267397,0.931978,0.0002056411,0.0000777622,0.0000800089,0.0002462594,0.0003473013,0.01064252],"genre_scores_gemma":[0.8983239,0.001012766,0.07949834,0.0001065454,0.00004575918,0.0003442494,0.0002715555,0.0001220222,0.02027483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008005228,"threshold_uncertainty_score":0.0159173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408302012","doi":"10.1080/15376494.2025.2471034","title":"Study on the low-velocity impact response and mechanism of polyaspartic ester polyurea coated aluminum plate","year":2025,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care","funders":"Science and Technology Program of Hunan Province; National Natural Science Foundation of China","keywords":"Polyurea; Materials science; Mechanism (biology); Aluminium; Shaker; Polyaspartic acid; Composite material; Structural engineering; Engineering; Chemistry; Physics; Polyurethane; Acoustics; Organic chemistry","authors":[{"name":"Suchao Xie","is_ca":true},{"name":"Kunkun Jing","is_ca":true},{"name":"Jing Zhang","is_ca":true},{"name":"Yuxing Cui","is_ca":true},{"name":"Lingzhi Yang","is_ca":true},{"name":"Fengyi Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007698613839735297,"gpt":0.2520406576805405,"spread":0.2443420438408052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001039948,0.0002859923,0.0001501118,0.0002695293,0.0001643783,0.0001652172,0.0002687067,0.0002779099,0.001364349],"category_scores_gemma":[0.0001801145,0.0001378945,0.0002044389,0.0001592971,0.0002045075,0.0002374525,0.0001033325,0.0002431811,0.0001706318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001530315,"about_ca_system_score_gemma":0.0001241902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425572,"about_ca_topic_score_gemma":0.001512797,"domain_scores_codex":[0.9999021,0.000003788146,0.000002579483,0.00001500454,0.00005643636,0.00002003045],"domain_scores_gemma":[0.9998744,0.0000269762,0.00003357025,0.000007178451,0.00004394467,0.00001385735],"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":[0.0000408489,0.00001526534,0.0005681054,0.00005777662,0.000003907579,0.0001412719,0.00003000515,0.0009905407,0.9959287,0.00006293361,0.00002754967,0.002133068],"study_design_scores_gemma":[0.000006820419,0.0005734604,0.01735368,0.00001003408,0.00001635689,0.0001978009,0.0001291354,0.01905253,0.9617808,0.00004691351,0.0008177412,0.00001463516],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959711,0.0005428309,0.002459566,0.00002132357,0.00001127322,0.0000137043,0.00002576813,0.00003259292,0.0009217039],"genre_scores_gemma":[0.9976177,0.000236843,0.001030567,0.00001323322,0.0000027938,0.000004694762,0.00002562335,0.000003248012,0.0010653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001425572,"threshold_uncertainty_score":0.004564226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416339988","doi":"10.1080/15376494.2025.2585149","title":"Dynamic behavior of advanced bio-inspired helicoidal laminated plates: An analytical perspective","year":2025,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Perspective (graphical); Deformation (meteorology); Displacement (psychology); Finite element method","authors":[{"name":"Ahmed Amine Daikh","is_ca":true},{"name":"Alaa A. Abdelrahman","is_ca":false},{"name":"Mohamed A. Eltaher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003667441764871219,"gpt":0.2466193532538471,"spread":0.2429519114889759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001253116,0.0004152742,0.0001632368,0.0003827848,0.0001610768,0.0004008688,0.0003272431,0.0004168701,0.00106733],"category_scores_gemma":[0.0002042512,0.0001472698,0.0002239517,0.0001570044,0.000573336,0.000300046,0.0002405011,0.0002750341,0.0002363182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160092,"about_ca_system_score_gemma":0.0001903928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003997634,"about_ca_topic_score_gemma":0.0004443175,"domain_scores_codex":[0.9999524,0.000008788563,0.000001626583,0.00000971638,0.00001927439,0.000008052029],"domain_scores_gemma":[0.9999316,0.00002732122,0.00001884543,0.0000067347,0.00001090205,0.00000472342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008144393,0.00005696525,0.001072948,0.0003350595,0.00002826012,0.0005442949,0.0002592645,0.4866306,0.4608791,0.02859494,0.0003596944,0.02115742],"study_design_scores_gemma":[0.000002870662,0.00004867926,0.0007480168,0.00001527588,0.000005076753,0.0001325491,0.00005537244,0.9761602,0.01959879,0.001982812,0.001237025,0.0000133458],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5719398,0.002207823,0.3978997,0.0003080572,0.00006436307,0.00006508519,0.000140769,0.0002283095,0.02714599],"genre_scores_gemma":[0.9790906,0.0007620922,0.01667566,0.00002583209,0.00001172117,0.00003016839,0.00004267045,0.00001805386,0.003343277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00106733,"threshold_uncertainty_score":0.003570616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376612880","doi":"10.1080/15376494.2023.2212649","title":"Investigating the structural response of log walls to lateral loading: A parametric study of geometric and material parameters","year":2023,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Stiffness; Structural engineering; Parametric statistics; Finite element method; Reinforcement; Work (physics); Materials science; Engineering; Mathematics; Statistics; Mechanical engineering","authors":[{"name":"K.G.M. Kandethanthri","is_ca":true},{"name":"Ghazanfarah Hafeez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0185469679765887,"gpt":0.2394113049296922,"spread":0.2208643369531035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002710874,0.0003844626,0.0002441953,0.0002320277,0.0002179644,0.0002612618,0.0002879987,0.0004306341,0.001656294],"category_scores_gemma":[0.001091795,0.0001998194,0.0001940221,0.0001365854,0.0004975131,0.0003656284,0.0003502883,0.0003160489,0.0002453873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008636596,"about_ca_system_score_gemma":0.0001472088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002816463,"about_ca_topic_score_gemma":0.0004386785,"domain_scores_codex":[0.9998233,0.00003460414,0.000007208405,0.00002147977,0.00007615725,0.00003733363],"domain_scores_gemma":[0.9993196,0.0004434982,0.00009880331,0.0000835172,0.00003467958,0.00002007079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004008862,0.0003333653,0.007473882,0.0001102125,0.00001598713,0.0003449447,0.0002195798,0.06216462,0.9122172,0.0003450073,0.0001365209,0.01623791],"study_design_scores_gemma":[0.00003498272,0.002734107,0.05761371,0.00002845323,0.0000495469,0.0007036896,0.0007088695,0.1980178,0.7375888,0.0005877352,0.001856899,0.00007540302],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949522,0.00001943608,0.003963909,0.00001183149,0.000003101748,0.00001029092,0.00002916321,0.00002669407,0.0009835504],"genre_scores_gemma":[0.9989729,0.00001924477,0.0006557749,0.00000331216,0.000001066736,0.0000107962,0.00001864598,0.000004327738,0.0003139862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001656294,"threshold_uncertainty_score":0.005540848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}