{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":72,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":72,"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":"4905a553fd3e","filters":{"venue":"International Journal of Mechanics and Materials in Design"}},"results":[{"id":"W1750474550","doi":"10.1007/s10999-015-9316-z","title":"Nonlinear resonant response of imperfect extensible Timoshenko microbeams","year":2015,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":76,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"University of Wollongong","keywords":"Microbeam; Floquet theory; Galerkin method; Nonlinear system; Equations of motion; Solid mechanics; Mathematical analysis; Timoshenko beam theory; Ordinary differential equation; Mathematics; Classical mechanics; Physics; Differential equation; Vibration; Acoustics; Optics","authors":[{"name":"Hamed Farokhi","is_ca":true},{"name":"Mergen H. Ghayesh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02467599125533128,"gpt":0.2704782625848467,"spread":0.2458022713295154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002922071,0.0003474953,0.0003174691,0.0001850893,0.000247314,0.0003614856,0.0005524952,0.0005705106,0.001304238],"category_scores_gemma":[0.001012071,0.0002616926,0.0001691752,0.0001327048,0.0008610094,0.0005066586,0.0005697243,0.0003881286,0.0002612715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005050638,"about_ca_system_score_gemma":0.0002113289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008369289,"about_ca_topic_score_gemma":0.0007758308,"domain_scores_codex":[0.9997553,0.00003101578,0.000008820733,0.0000366044,0.0001257484,0.00004244626],"domain_scores_gemma":[0.9996274,0.0001492144,0.00008034543,0.00005052306,0.00005446729,0.0000381733],"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":[0.0003803983,0.00005962422,0.001205132,0.0001076669,0.00002789485,0.00032895,0.0003815817,0.04322806,0.9348862,0.01188966,0.0003518869,0.007153089],"study_design_scores_gemma":[0.00003409097,0.0002248812,0.005844051,0.0000237497,0.00002174547,0.0002297508,0.0002584353,0.740655,0.2485969,0.002093107,0.001951588,0.00006669133],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662133,0.0001749372,0.02729649,0.0001582538,0.00004865389,0.00001863454,0.00004918039,0.0001291091,0.005911451],"genre_scores_gemma":[0.9929882,0.00005878318,0.004054044,0.0000280856,0.000007754929,0.0000114397,0.00002261528,0.00002005132,0.002808955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001304238,"threshold_uncertainty_score":0.00436312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1762780633","doi":"10.1007/s10999-015-9323-0","title":"Complete morphing wing design using flexible-rib system","year":2015,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Morphing; Airfoil; Wing; Camber (aerodynamics); Aileron; Aerodynamics; Engineering; Servomotor; Computer science; Aerospace engineering; Structural engineering; Mechanical engineering","authors":[{"name":"S. A. Meguid","is_ca":true},{"name":"Yu Su","is_ca":true},{"name":"Yue Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09079226422727875,"gpt":0.265648457933821,"spread":0.1748561937065422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001039615,0.0003284167,0.0003426851,0.0002250161,0.0002406784,0.0002220602,0.0004210217,0.0003465374,0.002536734],"category_scores_gemma":[0.00008265662,0.0001642694,0.0004165684,0.000113109,0.0001528517,0.0001764064,0.0003831159,0.0001788916,0.0004933832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008740542,"about_ca_system_score_gemma":0.0001911453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000263607,"about_ca_topic_score_gemma":0.0003649331,"domain_scores_codex":[0.9999366,0.000009682288,0.000003509509,0.00001320872,0.00002589366,0.00001119825],"domain_scores_gemma":[0.9999638,0.000004462913,0.00000657608,0.00001095077,0.000009492793,0.000004706651],"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":[0.0001622047,0.00005495964,0.001129737,0.0002033272,0.00006017732,0.0003318457,0.00007686337,0.5858375,0.2670618,0.01162355,0.0007536699,0.1327043],"study_design_scores_gemma":[0.00002507799,0.0004869967,0.00168663,0.00001179789,0.00003880124,0.0003122276,0.00002560011,0.9710711,0.01965911,0.001688341,0.004976413,0.00001792447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1408103,0.0001598247,0.8466043,0.00003681335,0.00004736743,0.00006418,0.00006291188,0.0005184828,0.01169572],"genre_scores_gemma":[0.8844478,0.00007898494,0.1103528,0.00001799763,0.00001339731,0.0000602889,0.00007393968,0.00007017533,0.004884661],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002536734,"threshold_uncertainty_score":0.008486271,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109453065","doi":"10.1007/s10999-011-9153-7","title":"Performance assessment of the suspended-load backpack","year":2011,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Backpack; Stiffness; Suspended load; Range (aeronautics); Environmental science; Structural engineering; Engineering; Geology","authors":[{"name":"Jeffery Hoover","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1295221354694845,"gpt":0.423969420434991,"spread":0.2944472849655065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006873875,0.0008386808,0.0004854019,0.0006989001,0.0005492108,0.0006101647,0.0005005018,0.000601048,0.002638464],"category_scores_gemma":[0.001943768,0.0002235459,0.0004861314,0.0002797534,0.0002867086,0.0004632724,0.0009016336,0.000272859,0.0009484532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000195689,"about_ca_system_score_gemma":0.0004268753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003561115,"about_ca_topic_score_gemma":0.002959962,"domain_scores_codex":[0.9994537,0.00009829867,0.00004289182,0.00006021153,0.0002495553,0.00009523964],"domain_scores_gemma":[0.9992527,0.0001619752,0.0000638068,0.00004216849,0.0003514861,0.0001277217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02510982,0.006422986,0.1118295,0.0009386149,0.0002835148,0.000696261,0.002324734,0.01221929,0.6241831,0.0004670518,0.001001772,0.2145234],"study_design_scores_gemma":[0.0003746409,0.07820271,0.5884935,0.0001548767,0.0005210825,0.0008492917,0.002165642,0.05676431,0.268116,0.0003839179,0.003857995,0.0001160427],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969833,0.00006893964,0.001980674,0.00001960566,0.00002005445,0.00003811561,0.0001242739,0.00002355661,0.0007414258],"genre_scores_gemma":[0.997248,0.00006494948,0.0009150724,0.00001047965,0.00001031056,0.00001538555,0.0002413184,0.00001121028,0.001483223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003561115,"threshold_uncertainty_score":0.008826554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047049170","doi":"10.1007/s10999-020-09513-x","title":"Potential of combating transmission of COVID-19 using novel self-cleaning superhydrophobic surfaces: part I—protection strategies against fomites","year":2020,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coating; Monolith; Coronavirus disease 2019 (COVID-19); Materials science; Nanotechnology; Transmission (telecommunications); Computer science; Chemistry; Telecommunications; Infectious disease (medical specialty); Medicine","authors":[{"name":"S. A. Meguid","is_ca":true},{"name":"Assem Elzaabalawy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05406185208282575,"gpt":0.2947300624705398,"spread":0.2406682103877141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001682013,0.0003953028,0.0002861641,0.0001790787,0.0001995789,0.0004272008,0.0003048739,0.0005231849,0.0009556339],"category_scores_gemma":[0.0001487053,0.0001448665,0.0004003226,0.00007038013,0.0001575642,0.0003906679,0.0002834025,0.0003614388,0.0002334985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001763216,"about_ca_system_score_gemma":0.0002306586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004258487,"about_ca_topic_score_gemma":0.0007595211,"domain_scores_codex":[0.9998804,0.00001188202,0.000003855211,0.00002004316,0.00004388826,0.00003990287],"domain_scores_gemma":[0.9999315,0.00001234454,0.00001524369,0.000005424897,0.00002384359,0.00001168751],"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":[0.00004319896,0.00004433137,0.0002795151,0.0001417931,0.00001000063,0.00004235328,0.00001781845,0.0001684043,0.9916683,0.0001553651,0.0001103941,0.007318493],"study_design_scores_gemma":[0.000007856339,0.0008319458,0.001756297,0.00001728659,0.00003944045,0.0001780363,0.00006962824,0.003099891,0.989922,0.00009041363,0.003977183,0.000009917819],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703157,0.009439264,0.01520991,0.0004171238,0.0002152526,0.0001245253,0.0001368167,0.0001224702,0.004019016],"genre_scores_gemma":[0.9820837,0.003792407,0.01065104,0.0001949411,0.00003979041,0.00004608981,0.0001165618,0.00001235373,0.003063075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009556339,"threshold_uncertainty_score":0.003196955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043707300","doi":"10.1007/s10999-013-9219-9","title":"Multi-objective optimization of stiffness and workspace for a parallel kinematic machine","year":2013,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Ontario Institute of Technology","keywords":"Workspace; Kinematics; Parallel manipulator; Stiffness; Computer science; Translation (biology); Rotation (mathematics); Solid mechanics; Machine tool; Stewart platform; Control theory (sociology); Control engineering; Structural engineering; Engineering; Mechanical engineering; Artificial intelligence; Robot; Materials science; Physics; Control (management)","authors":[{"name":"Zhongzhe Chi","is_ca":true},{"name":"Dan Zhang","is_ca":true},{"name":"Lian Xia","is_ca":false},{"name":"Zhen Gao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01564120273440602,"gpt":0.2382966034241337,"spread":0.2226554006897277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001821882,0.001375352,0.001491078,0.001022014,0.000623451,0.0009511386,0.0009775069,0.002439552,0.003497936],"category_scores_gemma":[0.003382057,0.001076855,0.0009966372,0.0006135643,0.0008794356,0.0009564525,0.001198249,0.0008913267,0.0004413018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007766208,"about_ca_system_score_gemma":0.001239627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003929884,"about_ca_topic_score_gemma":0.003545043,"domain_scores_codex":[0.9995403,0.0001915512,0.00002408947,0.00007944534,0.0001060441,0.00005861911],"domain_scores_gemma":[0.998454,0.001057801,0.000187406,0.00005662096,0.0001759666,0.00006824543],"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":[0.00002741895,0.00001480442,0.00007967677,0.00003592704,0.00001176897,0.00002063109,0.000009596561,0.9954405,0.0003769209,0.0004433723,0.00007891466,0.003460442],"study_design_scores_gemma":[0.000008064243,0.00003134418,0.00005814917,0.000004364845,0.000004223707,0.000006122322,0.000005524647,0.9992618,0.0001576135,0.0003776448,0.00008226352,0.000002944023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07752699,0.0004952317,0.9148626,0.0003205873,0.00005617855,0.0001178317,0.0001382461,0.0003020479,0.006180283],"genre_scores_gemma":[0.8014966,0.0002050467,0.1930789,0.000077782,0.0000389908,0.0003197412,0.000138188,0.0001559538,0.004488842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003929884,"threshold_uncertainty_score":0.01170176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112485404","doi":"10.1007/s10999-008-9067-1","title":"Transient three dimensional finite element analysis of a bird striking a fan blade","year":2008,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Solid mechanics; Finite element method; Cylinder; Geometry; Blade (archaeology); Nonlinear system; Constitutive equation; Structural engineering; Mechanics; Deformation (meteorology); Transient (computer programming); Mathematics; Engineering; Physics; Computer science","authors":[{"name":"R. H. Mao","is_ca":false},{"name":"S. A. Meguid","is_ca":true},{"name":"T.Y. Ng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02296524610372032,"gpt":0.2463611418485116,"spread":0.2233958957447912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003183621,0.0003149126,0.0004454666,0.0006061312,0.0004674432,0.0005601349,0.0005808663,0.001084145,0.001697457],"category_scores_gemma":[0.0006074501,0.0002388314,0.0005534517,0.0002901282,0.0006539493,0.0003013303,0.0003715473,0.0003667405,0.0002836575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004775308,"about_ca_system_score_gemma":0.0006123435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00716365,"about_ca_topic_score_gemma":0.006025955,"domain_scores_codex":[0.9998729,0.00002192789,0.000008148975,0.00001511377,0.00005426077,0.00002764137],"domain_scores_gemma":[0.9997618,0.0001130573,0.00003161556,0.00002184935,0.00005120239,0.00002050011],"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":[0.0001005741,0.00007245501,0.004931637,0.00006502863,0.00001890349,0.0003856928,0.0002380307,0.9683061,0.01951857,0.001354552,0.0002533698,0.004755056],"study_design_scores_gemma":[0.000003712699,0.00002903704,0.001151342,0.000007395486,0.000003614647,0.00003362793,0.00009783912,0.9962698,0.001989109,0.0001206162,0.0002871407,0.000006691416],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280277,0.0001357301,0.06114154,0.000181386,0.000037956,0.00006687226,0.000352171,0.0002310838,0.009825473],"genre_scores_gemma":[0.9900925,0.00006844533,0.007281042,0.00002576161,0.000003431315,0.00003579791,0.0001581271,0.00002264847,0.00231229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00716365,"threshold_uncertainty_score":0.0142439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068864826","doi":"10.1007/s10999-015-9295-0","title":"Size-dependent behaviour of electrically actuated microcantilever-based MEMS","year":2015,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":48,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"University of Wollongong","keywords":"Nonlinear system; Microelectromechanical systems; Galerkin method; Solid mechanics; Mechanics; Equations of motion; Voltage; Materials science; Excitation; Ordinary differential equation; Control theory (sociology); Classical mechanics; Differential equation; Physics; Mathematical analysis; Mathematics; Computer science; Nanotechnology","authors":[{"name":"Hamed Farokhi","is_ca":true},{"name":"Mergen H. Ghayesh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0244003133475223,"gpt":0.2714730273857341,"spread":0.2470727140382118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001978806,0.0002010695,0.0002160742,0.0001595462,0.0001691846,0.0002821231,0.0003820123,0.0005336471,0.002976194],"category_scores_gemma":[0.0007639603,0.000210253,0.0001550848,0.0001237508,0.0002834196,0.0003340721,0.0001622985,0.0003584097,0.0003370855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002372249,"about_ca_system_score_gemma":0.00009598582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003757838,"about_ca_topic_score_gemma":0.0008081783,"domain_scores_codex":[0.9997621,0.00002364902,0.0000126671,0.00004791373,0.0001086505,0.00004502444],"domain_scores_gemma":[0.9994738,0.0002329293,0.00008865018,0.00005804292,0.0001018393,0.00004476577],"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":[0.00009128294,0.00001353299,0.0001916787,0.00002790357,0.000006375442,0.00009961672,0.00005717224,0.0003366887,0.9978628,0.0000610651,0.00009701213,0.001154818],"study_design_scores_gemma":[0.00001510687,0.0002228304,0.01096687,0.000006079178,0.00001327508,0.0001341918,0.00005566422,0.01327346,0.9743454,0.00005623686,0.0008948272,0.00001616227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973163,0.0003880454,0.0009387096,0.0000805323,0.00003769398,0.00000616452,0.00009457675,0.00006792911,0.001069991],"genre_scores_gemma":[0.9982768,0.0001108303,0.0004496774,0.00003471444,0.00001179896,0.000006713355,0.00008826276,0.00001646878,0.001004718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002976194,"threshold_uncertainty_score":0.009956419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996119159","doi":"10.1007/s10999-008-9087-x","title":"Coupling atomistics and continuum in solids: status, prospects, and challenges","year":2008,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Solid mechanics; Continuum mechanics; Statistical physics; Coupling (piping); Computer science; Management science; Physics; Mechanical engineering; Classical mechanics; Engineering","authors":[{"name":"J.M. Wernik","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04557372383235744,"gpt":0.2528707068754607,"spread":0.2072969830431033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003170022,0.0005083011,0.001787963,0.001156535,0.001170804,0.005184755,0.002110567,0.003106346,0.006369296],"category_scores_gemma":[0.002766975,0.0004546315,0.0003410373,0.001943634,0.006565664,0.01139356,0.004532272,0.002247466,0.001301952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343004,"about_ca_system_score_gemma":0.002165192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446485,"about_ca_topic_score_gemma":0.00154201,"domain_scores_codex":[0.9992817,0.0002246701,0.00003130728,0.0001068145,0.0002440735,0.000111424],"domain_scores_gemma":[0.9950358,0.00349008,0.0002992399,0.0002425555,0.0005467756,0.000385556],"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":[0.0003509365,0.000348356,0.004044572,0.002506336,0.00006004154,0.0001240133,0.0006368277,0.01353182,0.005692704,0.6544573,0.008476344,0.3097707],"study_design_scores_gemma":[0.00003926495,0.0002436892,0.001679988,0.0008179336,0.00002537489,0.0002231706,0.002116079,0.03225786,0.002749482,0.8421395,0.1176138,0.00009391088],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06657114,0.7460693,0.07996334,0.04866681,0.002496673,0.00004781003,0.0001411261,0.0003828158,0.05566095],"genre_scores_gemma":[0.5416882,0.3995497,0.04016874,0.004779151,0.004033674,0.0001357483,0.0001589508,0.00009235091,0.009393457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006369296,"threshold_uncertainty_score":0.02130741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386291384","doi":"10.1007/s10999-023-09675-4","title":"Prediction of shear behavior of glass FRP bars-reinforced ultra-highperformance concrete I-shaped beams using machine learning","year":2023,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Structural Behavior of Reinforced Concrete","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":"University of British Columbia","funders":"Bauhaus-Universität Weimar; Youth Innovation Promotion Association of the Chinese Academy of Sciences; Youth Innovation Promotion Association; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Fibre-reinforced plastic; Structural engineering; Artificial neural network; Support vector machine; Hyperparameter; Computer science; Shear (geology); Reinforced concrete; Materials science; Machine learning; Engineering; Composite material","authors":[{"name":"Asif Ahmed","is_ca":false},{"name":"Md Nasir Uddin","is_ca":false},{"name":"Muhammad Akbar","is_ca":false},{"name":"Rania Salih","is_ca":false},{"name":"Mohammad Arsalan Khan","is_ca":false},{"name":"Hossein Bisheh","is_ca":true},{"name":"Timon Rabczuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03050168637701107,"gpt":0.2513859363282553,"spread":0.2208842499512443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009301052,0.0007378159,0.0003840244,0.001217822,0.0001473691,0.0003710611,0.0005424907,0.0006846488,0.0005218814],"category_scores_gemma":[0.001712222,0.0001920961,0.0007913434,0.0005401266,0.0002046821,0.0004777742,0.0002331212,0.0003566035,0.0002488754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005007304,"about_ca_system_score_gemma":0.0003752579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004631322,"about_ca_topic_score_gemma":0.004472181,"domain_scores_codex":[0.9996767,0.00008476049,0.0000176413,0.00007556353,0.0001087835,0.00003656572],"domain_scores_gemma":[0.9989697,0.0005128884,0.0001970866,0.00006256461,0.0002234835,0.00003422704],"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":[0.0000992936,0.0001648466,0.04430504,0.00004880715,0.00005598928,0.00005469135,0.00002267478,0.9167382,0.006166338,0.0002074228,0.0002432335,0.03189348],"study_design_scores_gemma":[0.000001526183,0.00005331626,0.007262028,0.000005242631,0.000005684177,0.000006236319,0.00001041221,0.9902701,0.002258545,0.0000796522,0.00004306439,0.000004227225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941353,0.0001585128,0.05708707,0.00005223332,0.00001487723,0.00002170874,0.0002757854,0.0002680077,0.0007688224],"genre_scores_gemma":[0.9944149,0.00002878031,0.00513962,0.000005260062,0.000002116249,0.00001138476,0.0002208092,0.000004547462,0.0001725393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004631322,"threshold_uncertainty_score":0.009208679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151834378","doi":"10.1007/s10999-011-9176-0","title":"Bio-inspired wing morphing for unmanned aerial vehicles using intelligent materials","year":2011,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Biomimetics; Morphing; Actuator; Wing; Aerodynamics; Computer science; Servomotor; Adaptability; Mechanical engineering; Drone; Systems engineering; Engineering; Control engineering; Aerospace engineering; Simulation; Artificial intelligence","authors":[{"name":"Vlad Paul Galantai","is_ca":true},{"name":"Aarash Y. N. Sofla","is_ca":true},{"name":"S. A. Meguid","is_ca":true},{"name":"K. T. Tan","is_ca":false},{"name":"Woo-Jong Yeo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06408526438484916,"gpt":0.2593776044744593,"spread":0.1952923400896101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004865358,0.0001530306,0.0001304853,0.0001533444,0.00013991,0.0002346657,0.0001934844,0.0002713049,0.0007665535],"category_scores_gemma":[0.00008165587,0.00009976645,0.0001562904,0.00008029516,0.0002239863,0.0002542594,0.0001848838,0.0001392903,0.000110927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237664,"about_ca_system_score_gemma":0.00008761421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002092972,"about_ca_topic_score_gemma":0.0004505674,"domain_scores_codex":[0.9999793,0.000002749629,8.300298e-7,0.000003952336,0.00001034243,0.000002886229],"domain_scores_gemma":[0.9999732,0.000008514511,0.00000595087,0.000004680639,0.000004874508,0.000002720358],"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":[0.00008385584,0.00009490338,0.0007650785,0.0001453549,0.00002977974,0.0002135558,0.00008623023,0.2993385,0.5894597,0.01311385,0.0008238028,0.09584544],"study_design_scores_gemma":[0.00001659568,0.0001575333,0.0009518836,0.000009319207,0.00001283266,0.0001154363,0.00003826063,0.9290144,0.06181486,0.003321646,0.004531202,0.00001602511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5484998,0.001813031,0.425246,0.0004011951,0.000291064,0.00005845011,0.00004816217,0.0004840394,0.02315826],"genre_scores_gemma":[0.9509478,0.0002199373,0.04542655,0.00003419447,0.00001126288,0.00002151179,0.00001626389,0.0000222015,0.003300468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007665535,"threshold_uncertainty_score":0.002564371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026127933","doi":"10.1007/s10999-007-9024-4","title":"Gear material selection with uncertain and incomplete data. Material performance indices and decision aid model","year":2006,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Material Selection and Properties","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Rolls-Royce (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"ELECTRE; Weighting; Index (typography); Rank (graph theory); Computer science; Sensitivity (control systems); Multiple-criteria decision analysis; Selection (genetic algorithm); Mathematical optimization; Mathematics; Engineering; Artificial intelligence","authors":[{"name":"Abbas S. Milani","is_ca":false},{"name":"Ali Shanian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03687585291351424,"gpt":0.2639313089283981,"spread":0.2270554560148838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008336831,0.001686367,0.002801402,0.001625715,0.0004873359,0.002413712,0.002233943,0.002162937,0.005306305],"category_scores_gemma":[0.0190393,0.001113854,0.0009294106,0.00169404,0.001577017,0.002810388,0.001309996,0.001774414,0.0006813948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167554,"about_ca_system_score_gemma":0.001641712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006371061,"about_ca_topic_score_gemma":0.005207688,"domain_scores_codex":[0.9972368,0.001350992,0.0001732241,0.0004306218,0.0004929493,0.0003152536],"domain_scores_gemma":[0.9850816,0.01261539,0.0009808167,0.0003186998,0.0007608519,0.0002426974],"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":[0.0001350586,0.00004326026,0.0009453395,0.0000472902,0.00003516464,0.0000480454,0.0000187626,0.9841294,0.00007235968,0.004332647,0.0004550778,0.009737534],"study_design_scores_gemma":[0.00001107062,0.00003577054,0.0002462703,0.000006686046,0.00001518225,0.0000134677,0.000009180399,0.9945877,0.00008596436,0.004848115,0.0001338895,0.000006653668],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.122237,0.0008017283,0.8682664,0.001070336,0.00007471316,0.0002178001,0.001428716,0.0003086005,0.005594839],"genre_scores_gemma":[0.9433544,0.0003671173,0.05119831,0.00008253624,0.00004918172,0.0003024323,0.0007081097,0.00003247874,0.003905523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008336831,"threshold_uncertainty_score":0.04408985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281483714","doi":"10.1007/s10999-022-09593-x","title":"Advances in the development of superhydrophobic and icephobic surfaces","year":2022,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wetting; Nanotechnology; Materials science; Solid surface; Solid mechanics; Contact angle; Composite material; Physics","authors":[{"name":"Assem Elzaabalawy","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02789761232539473,"gpt":0.2727928272616393,"spread":0.2448952149362446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009111662,0.0004990515,0.0005060254,0.0005725875,0.0002267269,0.0006687492,0.000503379,0.0006805673,0.0009844004],"category_scores_gemma":[0.0005748092,0.0003106659,0.0004695504,0.000459852,0.0003546689,0.001115712,0.0006636935,0.00119137,0.0003643182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004408256,"about_ca_system_score_gemma":0.0005072397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000640342,"about_ca_topic_score_gemma":0.0009483927,"domain_scores_codex":[0.9996321,0.00004060258,0.00002415315,0.00006737465,0.0001884005,0.0000472742],"domain_scores_gemma":[0.9996722,0.0000809759,0.00005274426,0.00002496681,0.0001361634,0.00003293976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001007865,0.0002400008,0.0006944322,0.0022233,0.00004740055,0.0002378682,0.0003017375,0.002014291,0.7769871,0.0250815,0.002143846,0.1899277],"study_design_scores_gemma":[0.00002645724,0.0006991549,0.001905665,0.0001719283,0.00006935027,0.0009851765,0.0001027598,0.008483407,0.7923768,0.003386312,0.1917353,0.00005757893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3001887,0.4775855,0.1790857,0.004642726,0.001461076,0.0001935247,0.0002417983,0.0003576293,0.03624343],"genre_scores_gemma":[0.6268545,0.2670088,0.09192956,0.001208406,0.0007696868,0.0001298122,0.0003466046,0.00009146504,0.01166109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0009844004,"threshold_uncertainty_score":0.004818738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205432036","doi":"10.1007/s10999-021-09582-6","title":"Synergistic effect of surface-flexoelectricity on electromechanical response of BN-based nanobeam","year":2022,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Materials science; Flexoelectricity; Piezoelectricity; Micromechanics; Dielectric; Beam (structure); Solid mechanics; Boron nitride; Transverse plane; Material properties; Composite material; Optics; Optoelectronics; Structural engineering; Composite number; Physics","authors":[{"name":"Madhur Gupta","is_ca":false},{"name":"S. A. Meguid","is_ca":true},{"name":"S. I. Kundalwal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009370877250574955,"gpt":0.2497023981414889,"spread":0.2403315208909139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001130772,0.0002265026,0.0001658391,0.00009734683,0.0000957129,0.0001370544,0.0001384249,0.0002257919,0.003823764],"category_scores_gemma":[0.0001777494,0.0001373071,0.00009990821,0.0001040891,0.0001242944,0.0002728095,0.0002135603,0.000199167,0.0003044008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000735029,"about_ca_system_score_gemma":0.00005932763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000126598,"about_ca_topic_score_gemma":0.0006496537,"domain_scores_codex":[0.9999298,0.000007270512,0.00000359282,0.0000158377,0.00002532682,0.00001822588],"domain_scores_gemma":[0.9999143,0.00003351574,0.00001284431,0.000007246421,0.00001722147,0.00001496323],"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":[0.00004686926,0.000007386614,0.00004584745,0.00002511191,0.000001583335,0.0000147605,0.000007270535,0.00005624042,0.9988588,0.00004714293,0.0000308014,0.000858145],"study_design_scores_gemma":[0.000008094608,0.00008210824,0.001490193,0.000004687647,0.000006598422,0.00005843624,0.00002122972,0.00160578,0.9960373,0.00004234066,0.0006377395,0.000005457986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993759,0.0005397887,0.002122633,0.00006046866,0.00006014521,0.000007749878,0.00007103978,0.00004174107,0.003337445],"genre_scores_gemma":[0.9966301,0.0002743699,0.001413978,0.00004407714,0.00000833605,0.00001075425,0.0000359112,0.00001122211,0.001571195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003823764,"threshold_uncertainty_score":0.01279175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987095760","doi":"10.1007/s10999-005-0518-7","title":"On the FE Modeling of Closed-cell Aluminum Foam","year":2005,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Metal foam; Solid mechanics; Materials science; Deformation (meteorology); Oblique case; Finite element method; Ellipsoid; Aluminium; Composite material; Quasistatic loading; Structural engineering; Mechanics; Projectile; Engineering; Geology","authors":[{"name":"Aleksander Czekanski","is_ca":true},{"name":"M.A. Elbestawi","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01313083269456684,"gpt":0.213736054013716,"spread":0.2006052213191492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002124293,0.0003833798,0.0005432625,0.0004520225,0.0004088713,0.0007064336,0.0009879698,0.001421218,0.003651895],"category_scores_gemma":[0.001036906,0.0003523899,0.0003905061,0.0003354085,0.0005372431,0.0005393208,0.0005057611,0.0004317389,0.0006579809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002862503,"about_ca_system_score_gemma":0.0004107712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00734372,"about_ca_topic_score_gemma":0.005745442,"domain_scores_codex":[0.9998872,0.00002964293,0.000004733699,0.00001353361,0.00005079073,0.00001404614],"domain_scores_gemma":[0.999772,0.0001032833,0.00002749029,0.00002291271,0.00006107323,0.0000132936],"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":[0.00003914362,0.00003642162,0.0003874261,0.00004165354,0.00000912438,0.0001339394,0.00008381539,0.974907,0.004881471,0.006037071,0.000356617,0.01308634],"study_design_scores_gemma":[0.000002383576,0.000007469763,0.00006617198,0.000005745067,0.000001764717,0.00001091473,0.00001091465,0.9985861,0.0003518013,0.0004603312,0.000494648,0.000001854788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2395,0.001009855,0.7001755,0.0003409606,0.0001443262,0.0001077262,0.000297804,0.0008369049,0.05758698],"genre_scores_gemma":[0.933722,0.0004898665,0.05447484,0.00008718031,0.00004342992,0.00008643548,0.0001467464,0.0001321668,0.01081735],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00734372,"threshold_uncertainty_score":0.01460195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056153311","doi":"10.1007/s10999-014-9273-y","title":"Effect of initial surface finish on effectiveness of shot peening treatment using enhanced periodic cell model","year":2014,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Shot peening; Materials science; Peening; Residual stress; Surface roughness; Solid mechanics; Surface finish; Work hardening; Composite material; Finite element method; Mechanics; Metallurgy; Structural engineering; Microstructure; Physics; Engineering","authors":[{"name":"Fan Yang","is_ca":true},{"name":"Zhuo Chen","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02547181480489434,"gpt":0.3004296205500982,"spread":0.2749578057452038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001427564,0.0002241264,0.0003186475,0.0001905526,0.000162455,0.0003012955,0.0003077871,0.0004127554,0.00207923],"category_scores_gemma":[0.0004131993,0.0001490036,0.0002249833,0.0002279685,0.0001359178,0.0002311264,0.0001076601,0.0002076553,0.0001574747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129484,"about_ca_system_score_gemma":0.0001769235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001160551,"about_ca_topic_score_gemma":0.001653316,"domain_scores_codex":[0.9999037,0.000005787116,0.000004902757,0.00002195571,0.00003657392,0.0000270628],"domain_scores_gemma":[0.9997959,0.00008916738,0.00002969052,0.00002260559,0.00004771057,0.00001501386],"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":[0.0006620641,0.00009816937,0.001037515,0.0001674108,0.00001506767,0.00009492099,0.00005442138,0.02287511,0.9619941,0.0002584984,0.0001164868,0.01262629],"study_design_scores_gemma":[0.00002973585,0.001228999,0.005580577,0.00001049664,0.00008714285,0.00006335975,0.0001105772,0.08775277,0.9043554,0.00007336058,0.0006793618,0.00002819584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949168,0.0002556796,0.003664701,0.000009079848,0.00001431472,0.000006863909,0.00005612553,0.00007103055,0.001005446],"genre_scores_gemma":[0.9985544,0.00008001753,0.0009751818,0.000002066376,9.19762e-7,0.000002168505,0.00002953737,0.00001011192,0.0003455912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00207923,"threshold_uncertainty_score":0.006955683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018257753","doi":"10.1007/s10999-005-3308-3","title":"Three-Dimensional Finite Element Analysis of Prosthetic Finger Joint Implants","year":2004,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"von Mises yield criterion; Materials science; Hinge; Stiffness; Implant; Hyperelastic material; Finite element method; Stress (linguistics); Bending stiffness; Structural engineering; Orthodontics; Composite material; Engineering; Medicine; Surgery","authors":[{"name":"E.A. Biddis","is_ca":true},{"name":"Earl R. Bogoch","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02965923515544976,"gpt":0.2827581985925016,"spread":0.2530989634370518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005500386,0.0005468154,0.0006392673,0.0008020817,0.0004169345,0.00104769,0.001281017,0.001782664,0.003655709],"category_scores_gemma":[0.001414361,0.000686687,0.0007690862,0.0004611115,0.0008780729,0.0004721095,0.0004352501,0.0004345767,0.0006281793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005113376,"about_ca_system_score_gemma":0.0006978126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002914971,"about_ca_topic_score_gemma":0.003023514,"domain_scores_codex":[0.9996479,0.00006074282,0.00002622734,0.00002462489,0.0001930325,0.00004753126],"domain_scores_gemma":[0.9992841,0.000403533,0.00006928587,0.00007020669,0.0001446415,0.00002825532],"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":[0.000251624,0.0001821996,0.002481586,0.0001369583,0.00003812492,0.0002234131,0.0002557421,0.9469411,0.02872024,0.002685457,0.0005694961,0.01751397],"study_design_scores_gemma":[0.0000125435,0.00005542788,0.001414277,0.00001320299,0.00001276027,0.00007433748,0.00006066657,0.9936296,0.003641334,0.0004907011,0.0005751588,0.00002000318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7389086,0.0003957373,0.2459332,0.0003202875,0.0001037973,0.0001206699,0.0004681197,0.000790367,0.01295922],"genre_scores_gemma":[0.97925,0.00008593254,0.01769987,0.00003758482,0.000008251393,0.00004637844,0.0001241489,0.00007126728,0.002676459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003655709,"threshold_uncertainty_score":0.01222956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385998963","doi":"10.1007/s10999-023-09667-4","title":"An analytical model for the static behaviour of honeycomb sandwich plates with auxetic cores using higher-order shear deformation theories","year":2023,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Cellular and Composite Structures","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 British Columbia","funders":"Griffith University","keywords":"Auxetics; Anisotropy; Isotropy; Shear modulus; Materials science; Deflection (physics); Poisson's ratio; Sandwich-structured composite; Honeycomb structure; Mechanics; Transverse plane; Solid mechanics; Sandwich panel; Structural engineering; Classical mechanics; Composite material; Mathematics; Physics; Core (optical fiber); Poisson distribution; Engineering; Optics","authors":[{"name":"Mahdi Karimi","is_ca":true},{"name":"Mohammad Javad Khoshgoftar","is_ca":false},{"name":"Mohammad Karimi","is_ca":false},{"name":"Mohammad J. Mirzaali","is_ca":false},{"name":"Zia Javanbakht","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02651175185385288,"gpt":0.2784630497464151,"spread":0.2519512978925622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002213157,0.0005774177,0.0003849595,0.0005975805,0.0003221452,0.0007064561,0.001168444,0.0009595288,0.001792931],"category_scores_gemma":[0.0003251974,0.0003237345,0.0007117558,0.0002572486,0.0007327526,0.0005374411,0.0004086262,0.0004332613,0.0006125181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003977986,"about_ca_system_score_gemma":0.0004623162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510494,"about_ca_topic_score_gemma":0.001277921,"domain_scores_codex":[0.9998838,0.00002378374,0.00000507408,0.00002267222,0.00004725346,0.00001746325],"domain_scores_gemma":[0.9998993,0.00002241443,0.00002138537,0.0000173825,0.0000329462,0.000006642174],"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":[0.00002753091,0.00005237939,0.0006333453,0.00008964146,0.00002239644,0.0004693711,0.0001243919,0.9030949,0.05647036,0.03124861,0.0003362894,0.007430774],"study_design_scores_gemma":[0.000002366456,0.00001892348,0.000193589,0.00000474714,0.000003815941,0.00004944936,0.00001466947,0.9962391,0.001529986,0.001455114,0.0004837,0.000004660653],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1908781,0.0007902752,0.7725295,0.0002581183,0.0001006763,0.0001174476,0.0001417906,0.0003739922,0.03481012],"genre_scores_gemma":[0.9567117,0.0004498981,0.02533859,0.00006951475,0.00002724558,0.0001359524,0.00006747452,0.00004513681,0.01715447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001792931,"threshold_uncertainty_score":0.005997956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116239767","doi":"10.1007/s10999-011-9149-3","title":"Design optimization of a spatial hybrid mechanism for micromanipulation","year":2011,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Kinematics; Compliant mechanism; Backlash; Actuator; Computer science; Finite element method; Mechanism (biology); Stiffness; Control theory (sociology); Control reconfiguration; Solid mechanics; Control engineering; Engineering; Structural engineering; Artificial intelligence","authors":[{"name":"Dan Zhang","is_ca":true},{"name":"Zhen Gao","is_ca":true},{"name":"Irene Fassi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02435514879942629,"gpt":0.2137287895254197,"spread":0.1893736407259934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004394187,0.0005053819,0.0005292593,0.0004310655,0.0003395142,0.0005651803,0.0006886396,0.000959778,0.003149136],"category_scores_gemma":[0.0005430616,0.0004163248,0.0004367018,0.0002348262,0.000369907,0.0003813368,0.0007973049,0.0002498578,0.0003293269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257153,"about_ca_system_score_gemma":0.0005110918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004528752,"about_ca_topic_score_gemma":0.0007293699,"domain_scores_codex":[0.9998372,0.00002842158,0.00000766417,0.00003176728,0.00006936422,0.00002563742],"domain_scores_gemma":[0.9997866,0.00007612947,0.00004793661,0.00002407689,0.0000477149,0.00001770239],"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":[0.0001820419,0.00009222802,0.0008786522,0.0002356439,0.00008852674,0.0002401736,0.00005736078,0.8497733,0.0919789,0.01234362,0.0003904245,0.04373922],"study_design_scores_gemma":[0.00003079196,0.0002210761,0.0003135588,0.000007121725,0.00001669199,0.00006494651,0.00001607511,0.9941912,0.0034474,0.0007848424,0.0008970507,0.0000091644],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1371763,0.0004020311,0.8510646,0.0001759902,0.00007340959,0.0001260219,0.000056228,0.0002611059,0.01066426],"genre_scores_gemma":[0.9117214,0.0001204676,0.08485155,0.00002915482,0.00001136516,0.0001730052,0.00002734963,0.00002748434,0.003038206],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003149136,"threshold_uncertainty_score":0.01053488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979116272","doi":"10.1007/s10999-014-9250-5","title":"Kinematics and error analysis of cooperative cable parallel manipulators for multiple mobile cranes","year":2014,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Kinematics; Solid mechanics; Computer science; Control engineering; Structural engineering; Control theory (sociology); Engineering; Artificial intelligence; Physics; Control (management); Classical mechanics","authors":[{"name":"Sen Qian","is_ca":false},{"name":"Bin Zi","is_ca":false},{"name":"Dan Zhang","is_ca":true},{"name":"Long Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02068442354530124,"gpt":0.2562341066928348,"spread":0.2355496831475335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006702096,0.0006856335,0.0005877765,0.0004975575,0.0004900637,0.0006238394,0.000655472,0.0008219798,0.002728236],"category_scores_gemma":[0.001346428,0.0003824774,0.0004577734,0.0003979082,0.0006539698,0.000490508,0.0007248361,0.0005373998,0.0003177504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004484643,"about_ca_system_score_gemma":0.0007450312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009334776,"about_ca_topic_score_gemma":0.005518376,"domain_scores_codex":[0.9997069,0.00005309159,0.0000132531,0.00006346964,0.0001310761,0.00003214317],"domain_scores_gemma":[0.9993083,0.0002599018,0.0001503366,0.0000492895,0.0002108132,0.00002123956],"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":[0.0001187047,0.00003050105,0.001021387,0.00007099048,0.00002577215,0.00016153,0.0001389744,0.9721988,0.00616964,0.004234264,0.0001794081,0.01565009],"study_design_scores_gemma":[0.000008375629,0.00009366838,0.0006674279,0.000006969129,0.000007903854,0.00004519763,0.00005421006,0.9966671,0.001438046,0.0007272038,0.0002762277,0.000007803126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2035582,0.0002050583,0.79004,0.0001125163,0.00002745422,0.00005814487,0.00004367431,0.0001298002,0.005825075],"genre_scores_gemma":[0.9774089,0.00009411999,0.01732349,0.000009693674,0.00000767036,0.00004840905,0.00003070453,0.00001985704,0.005057142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009334776,"threshold_uncertainty_score":0.01856089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015174938","doi":"10.1007/s10999-014-9288-4","title":"External disturbance identification of a quadruped robot with parallel–serial leg structure","year":2014,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Robotic Locomotion and Control","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Robot; Payload (computing); Control theory (sociology); Torque; Gait; Inertia; Legged robot; Actuator; Crawling; Simulation; Identification (biology); Engineering; Process (computing); Hydraulic cylinder; Computer science; Control engineering; Artificial intelligence; Mechanical engineering; Physics","authors":[{"name":"Xinghua Tian","is_ca":false},{"name":"Feng Gao","is_ca":false},{"name":"Chenkun Qi","is_ca":false},{"name":"Xianbao Chen","is_ca":false},{"name":"Dan Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007749857331742317,"gpt":0.2119326507470626,"spread":0.2041827934153202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001711719,0.0003671843,0.0003669422,0.0002210559,0.0003144203,0.0003265849,0.0002954451,0.0005521284,0.0008683909],"category_scores_gemma":[0.0003642263,0.0001960261,0.0002290426,0.0001234591,0.0002898479,0.0002003855,0.000394172,0.0002270196,0.0001325197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149529,"about_ca_system_score_gemma":0.0002220273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00300649,"about_ca_topic_score_gemma":0.001974518,"domain_scores_codex":[0.9998996,0.00001844409,0.000005755856,0.00002624843,0.00003560134,0.00001425845],"domain_scores_gemma":[0.9998298,0.00004239856,0.00003959536,0.00002377264,0.00005269174,0.00001177177],"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":[0.0003015775,0.00008708648,0.002865571,0.0002153385,0.00009948699,0.001156479,0.0001687634,0.8784087,0.06731486,0.003398489,0.0005443598,0.0454392],"study_design_scores_gemma":[0.000008461889,0.00007390264,0.001138684,0.000004608931,0.000008018067,0.00006234091,0.00001430567,0.9958594,0.00230461,0.0002705643,0.0002498657,0.000005123573],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2706431,0.0001522851,0.7242665,0.0001470323,0.00006577135,0.00004717523,0.00005894553,0.0003588681,0.00426019],"genre_scores_gemma":[0.9908642,0.00002503092,0.007716563,0.0000142058,0.000003859172,0.00001850889,0.00002577365,0.000006962546,0.001324788],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00300649,"threshold_uncertainty_score":0.005977988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965015620","doi":"10.1007/s10999-012-9209-3","title":"Design, analysis and fabrication of a novel three degrees of freedom parallel robotic manipulator with decoupled motions","year":2012,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Workspace; Parallel manipulator; Revolute joint; Kinematics; Control theory (sociology); Serial manipulator; Screw theory; Inverse kinematics; Computer science; Stiffness; Mobile manipulator; Degrees of freedom (physics and chemistry); Robot end effector; Position (finance); Machining; Control engineering; Engineering; Mechanical engineering; Artificial intelligence; Robot; Structural engineering; Control (management); Physics","authors":[{"name":"Dan Zhang","is_ca":true},{"name":"Xiaoping Su","is_ca":false},{"name":"Zhen Gao","is_ca":true},{"name":"Jijie Qian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03375877449551776,"gpt":0.2417534090957507,"spread":0.207994634600233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003186994,0.0005480784,0.0005409394,0.000251407,0.0005974891,0.0004334619,0.0011121,0.0008005972,0.00212715],"category_scores_gemma":[0.0002659839,0.000508927,0.0004786181,0.0002116853,0.000349336,0.0004544411,0.0004413127,0.0004445386,0.0005715349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003205051,"about_ca_system_score_gemma":0.001129447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005480685,"about_ca_topic_score_gemma":0.0009181197,"domain_scores_codex":[0.9997247,0.00001614639,0.00001018905,0.00006191798,0.0001624955,0.00002471628],"domain_scores_gemma":[0.9998085,0.00002822182,0.00006400945,0.00003361584,0.00004836731,0.00001728591],"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":[0.0001983094,0.0001976544,0.0009488916,0.0006192045,0.00009523315,0.0005982207,0.0001755584,0.1120442,0.7604194,0.0143673,0.001149168,0.1091867],"study_design_scores_gemma":[0.0002354845,0.003167754,0.004745078,0.00006356167,0.0001726336,0.001896624,0.00009984134,0.6998791,0.2491717,0.00396364,0.03648502,0.000119539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06941452,0.0002540069,0.9208344,0.0001568057,0.00007915771,0.0002254703,0.00005660762,0.0008231316,0.008155895],"genre_scores_gemma":[0.4256819,0.0002107444,0.5677328,0.00004774228,0.00002510499,0.0002354778,0.00008217475,0.00004206529,0.00594196],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00212715,"threshold_uncertainty_score":0.00711602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022972716","doi":"10.1007/s10999-008-9077-z","title":"Advances in computational contact mechanics","year":2008,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Contact Mechanics and Variational Inequalities","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Solid mechanics; Computational mechanics; Computer science; Contact mechanics; Constraint (computer-aided design); Assertion; Representation (politics); Kinematics; Component (thermodynamics); Mechanical engineering; Engineering; Structural engineering; Materials science; Classical mechanics; Physics","authors":[{"name":"S. A. Meguid","is_ca":true},{"name":"Aleksander Czekanski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03764736418730964,"gpt":0.2840690389041868,"spread":0.2464216747168772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009779861,0.0008418153,0.001583563,0.00147,0.000733068,0.002062266,0.001411216,0.001514235,0.009035099],"category_scores_gemma":[0.003531489,0.0005979398,0.0009903192,0.001799405,0.001782094,0.003100892,0.00257311,0.003872557,0.002311315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008274489,"about_ca_system_score_gemma":0.001021363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023143,"about_ca_topic_score_gemma":0.000912465,"domain_scores_codex":[0.9992166,0.0001611557,0.00005337821,0.0001603627,0.0003632125,0.00004540097],"domain_scores_gemma":[0.9982752,0.0008225196,0.00006420134,0.0004077145,0.0003548004,0.00007576853],"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":[0.00001891543,0.00004029435,0.0002305559,0.0002522455,0.00003809699,0.00003235341,0.00007873557,0.01725726,0.001331932,0.8675382,0.01237603,0.1008054],"study_design_scores_gemma":[0.00001392548,0.00002633742,0.0005062576,0.000143368,0.00002819669,0.0001348881,0.00004178442,0.1872329,0.001248502,0.6418385,0.1687604,0.00002497912],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01102974,0.05355576,0.831453,0.006026417,0.005393449,0.00005691952,0.0003230392,0.0004200076,0.09174172],"genre_scores_gemma":[0.3922323,0.09205018,0.3747767,0.002452384,0.009843525,0.00039612,0.001215799,0.001051696,0.1259812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009035099,"threshold_uncertainty_score":0.03022546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171976144","doi":"10.1007/s10999-021-09548-8","title":"Kinematic and dynamic analysis of a 3-DOF parallel mechanism","year":2021,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Kinematics; Solid mechanics; Mechanism (biology); Computer science; Classical mechanics; Mechanics; Structural engineering; Engineering; Physics; Materials science; Composite material","authors":[{"name":"Qi Zou","is_ca":true},{"name":"Dan Zhang","is_ca":true},{"name":"Shuo Zhang","is_ca":true},{"name":"Xueling Luo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01143585540097362,"gpt":0.2375825383155635,"spread":0.2261466829145899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003073115,0.0004378366,0.0004739923,0.0007910049,0.0004985905,0.0004227691,0.000776037,0.0007133605,0.007023159],"category_scores_gemma":[0.0005039381,0.000334276,0.0007642957,0.0004766335,0.0005442003,0.0003540677,0.0004942825,0.0002356109,0.0008652741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071816,"about_ca_system_score_gemma":0.0005640421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0027899,"about_ca_topic_score_gemma":0.001823299,"domain_scores_codex":[0.9998606,0.00001957515,0.000006521824,0.00002295329,0.0000689414,0.0000213427],"domain_scores_gemma":[0.9998266,0.00004048774,0.00005421394,0.00002407432,0.00004333141,0.00001125772],"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":[0.0003417264,0.0001329393,0.003855192,0.000212745,0.00007904433,0.001908465,0.0002085735,0.8363122,0.06258991,0.03634413,0.0008002063,0.05721483],"study_design_scores_gemma":[0.00003410495,0.000317568,0.00573043,0.00002542024,0.00002490571,0.0006296482,0.00009297858,0.9818025,0.003569079,0.00385856,0.003880841,0.00003396799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4104431,0.0005230142,0.5568581,0.000198746,0.0000959831,0.0001818402,0.00038163,0.000706606,0.03061097],"genre_scores_gemma":[0.9705367,0.0001885972,0.02138731,0.00001876292,0.00001528867,0.00005543436,0.00009397992,0.00002728438,0.007676741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007023159,"threshold_uncertainty_score":0.02349478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069800971","doi":"10.1007/s10999-014-9268-8","title":"Operating dexterity optimization and analysis of a 3-DOF parallel manipulator for a tunnel segment assembly system","year":2014,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"National Natural Science Foundation of China","keywords":"Parallel manipulator; Kinematics; Acceleration; Manipulator (device); Control theory (sociology); Computer science; Control engineering; Software; Work (physics); Engineering; Simulation; Mechanical engineering; Control (management); Robot; Artificial intelligence","authors":[{"name":"Guohua Cui","is_ca":false},{"name":"Dan Zhang","is_ca":true},{"name":"Haidong Zhou","is_ca":false},{"name":"Yanwei Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01706871946605055,"gpt":0.2360054660431041,"spread":0.2189367465770536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003947018,0.0005858802,0.0006339264,0.0004628702,0.0006128573,0.0004789295,0.0004722234,0.0007739994,0.002667762],"category_scores_gemma":[0.0004670474,0.0004644782,0.0006427948,0.0003079937,0.0003895487,0.000306939,0.0004733606,0.0003787191,0.0002893101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004480069,"about_ca_system_score_gemma":0.0009463612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00727779,"about_ca_topic_score_gemma":0.005161748,"domain_scores_codex":[0.9998776,0.0000240381,0.000005250407,0.00002334537,0.00004926253,0.0000205721],"domain_scores_gemma":[0.9997718,0.00008791246,0.00005150419,0.00001630523,0.00005731118,0.00001525859],"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":[0.00004816526,0.00001739171,0.0003679624,0.00004534673,0.00001325166,0.0001026898,0.00004203264,0.986228,0.005665218,0.0009613861,0.0001268984,0.006381602],"study_design_scores_gemma":[0.000004255271,0.00004742335,0.0004465465,0.000002704634,0.000005277579,0.00001846904,0.00001343783,0.9985033,0.0005653413,0.0002195575,0.0001693581,0.000004270781],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3726475,0.0003562118,0.6054254,0.0002294256,0.00002508397,0.000135916,0.0001335679,0.0003654278,0.02068146],"genre_scores_gemma":[0.9726571,0.0001029391,0.02238146,0.00001693415,0.000007482135,0.00009403536,0.00006046279,0.00004332739,0.004636137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00727779,"threshold_uncertainty_score":0.01447088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971118600","doi":"10.1007/s10999-011-9169-z","title":"Flutter boundary prediction of an adaptive morphing wing for unmanned aerial vehicle","year":2011,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Morphing; Flutter; Wing; Aerodynamics; Solid mechanics; Structural engineering; Computer science; Aerospace engineering; Aeroelasticity; Flexibility (engineering); Actuator; Aerodynamic force; Wing twist; Angle of attack; Control theory (sociology); Engineering; Mathematics; Materials science; Artificial intelligence","authors":[{"name":"Farhad Sabri","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0383970342078778,"gpt":0.2295052450791022,"spread":0.1911082108712245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001605968,0.000282919,0.0003649585,0.0002088546,0.0003178762,0.0002665521,0.00035948,0.0006922804,0.001057924],"category_scores_gemma":[0.0004825021,0.0001757235,0.0002707077,0.00006301797,0.0002483904,0.0002568127,0.0003288212,0.0003095722,0.0001001173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000222898,"about_ca_system_score_gemma":0.0002604493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008818066,"about_ca_topic_score_gemma":0.004761774,"domain_scores_codex":[0.9999605,0.000008295312,0.000002047225,0.00001013333,0.00001125768,0.000007819263],"domain_scores_gemma":[0.9998329,0.00009049635,0.00001642026,0.000009809651,0.00003639673,0.00001402597],"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":[0.0002481665,0.0000592102,0.002126982,0.00003376628,0.00001355267,0.0001575484,0.0000702702,0.9475861,0.02057226,0.0004965033,0.0003768165,0.0282589],"study_design_scores_gemma":[0.000002002509,0.000009353603,0.0001423988,5.677774e-7,6.87065e-7,0.000002103721,0.00000261636,0.99945,0.0003517855,0.00002233888,0.00001526148,8.273293e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7208846,0.0001498769,0.2748309,0.0001912265,0.00008601321,0.00004211869,0.00003860619,0.0004571978,0.003319374],"genre_scores_gemma":[0.9933031,0.00001362613,0.006111927,0.00001002798,0.000004524435,0.000008255462,0.00001448415,0.00001047661,0.0005234558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008818066,"threshold_uncertainty_score":0.01753348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089960166","doi":"10.1007/s10999-011-9154-6","title":"Combinatorial optimization of weld sequence by using a surrogate model to mitigate a weld distortion","year":2011,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Advanced Multi-Objective Optimization Algorithms","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Surrogate model; Sequence (biology); Solid mechanics; Welding; Distortion (music); Set (abstract data type); Mathematical optimization; Algorithm; Girth (graph theory); Mathematics; Computer science; Engineering; Materials science; Mechanical engineering","authors":[{"name":"Mahyar Asadi","is_ca":true},{"name":"John Goldak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06197597549678736,"gpt":0.2923403866626885,"spread":0.2303644111659011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001187295,0.0009446182,0.0009679912,0.0006052482,0.0002881302,0.000930172,0.0007777357,0.001360451,0.001785307],"category_scores_gemma":[0.002991264,0.0006560023,0.0008327921,0.0007058342,0.000573148,0.001182856,0.0007721647,0.001047459,0.0002953677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005842244,"about_ca_system_score_gemma":0.0009143924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050667,"about_ca_topic_score_gemma":0.001091818,"domain_scores_codex":[0.9996443,0.0001554631,0.00001364385,0.00004701727,0.0001129515,0.00002663963],"domain_scores_gemma":[0.9992592,0.0004003691,0.00009477029,0.0000777315,0.0001277306,0.00004024378],"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":[0.00002187946,0.00001316605,0.00004682667,0.00001681593,0.000005697489,0.00001799479,0.000007874016,0.9907064,0.0011746,0.004376797,0.0001210953,0.003490923],"study_design_scores_gemma":[0.000001991635,0.00001005215,0.00001263711,0.000001485109,0.000001433438,0.000005830163,0.000001336371,0.9987019,0.0002237725,0.000951361,0.00008686574,0.000001427395],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01180617,0.00007846247,0.9858508,0.00007778471,0.00002360236,0.00001836923,0.00002245613,0.00007750858,0.002044969],"genre_scores_gemma":[0.6457086,0.0003491646,0.3479105,0.0000809947,0.00003840589,0.0001683218,0.0001975872,0.0002000423,0.005346315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001785307,"threshold_uncertainty_score":0.006279111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3032856311","doi":"10.1007/s10999-020-09500-2","title":"Partially debonded circular inclusion in one-dimensional quasicrystal material with piezoelectric effect","year":2020,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Quasicrystal Structures and Properties","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Phason; Quasicrystal; Solid mechanics; Piezoelectricity; Materials science; Stress intensity factor; Singularity; Boundary value problem; Gravitational singularity; Composite material; Geometry; Structural engineering; Mathematical analysis; Fracture mechanics; Mathematics; Engineering","authors":[{"name":"Keqiang Hu","is_ca":false},{"name":"S. A. Meguid","is_ca":true},{"name":"Zheng Zhong","is_ca":false},{"name":"Cun‐Fa Gao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01834827689253719,"gpt":0.2282242003163557,"spread":0.2098759234238185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009280318,0.0001373105,0.0002567268,0.0001807313,0.0003554249,0.0004034258,0.0003680596,0.0004069062,0.001118232],"category_scores_gemma":[0.0001706247,0.0001599235,0.0001118497,0.000170303,0.0005158448,0.0003608925,0.0003839631,0.0001867986,0.0001364632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000139524,"about_ca_system_score_gemma":0.0002281442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003512402,"about_ca_topic_score_gemma":0.0008464766,"domain_scores_codex":[0.9999232,0.000009792515,0.000002453013,0.00001760083,0.00003234272,0.00001456464],"domain_scores_gemma":[0.9998912,0.00002331142,0.00002645829,0.00001922606,0.00001878446,0.00002096501],"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":[0.0003209396,0.00009970464,0.0009258468,0.0002190984,0.00002255517,0.0007394987,0.0002394168,0.01166546,0.9334676,0.04510236,0.0005806274,0.006616962],"study_design_scores_gemma":[0.000102149,0.0009395244,0.009972367,0.0000587035,0.0000759204,0.001318384,0.0003950576,0.4977368,0.4704883,0.0108739,0.007925703,0.0001131963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878642,0.000193449,0.007383513,0.00008160592,0.0000459074,0.000008048318,0.00002606357,0.0000366658,0.004360471],"genre_scores_gemma":[0.9949824,0.00006449582,0.003364332,0.00001735102,0.000006922734,0.000009129638,0.00001804066,0.000009269686,0.001528129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001118232,"threshold_uncertainty_score":0.003740907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062172741","doi":"10.1007/s10999-009-9107-5","title":"Analysis of predicted residual stress in a weld and comparison with experimental data using regression model","year":2009,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Residual stress; Monte Carlo method; Residual; Solid mechanics; Applied mathematics; Mathematics; Statistical physics; Algorithm; Statistics; Physics; Materials science","authors":[{"name":"Mahyar Asadi","is_ca":true},{"name":"John Goldak","is_ca":true},{"name":"Jason D. Nielsen","is_ca":true},{"name":"Jianguo Zhou","is_ca":false},{"name":"Stainslav Tchernov","is_ca":false},{"name":"D. Downey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05904202497974487,"gpt":0.3275779259696194,"spread":0.2685359009898745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007536407,0.0006903401,0.0004940873,0.0007145702,0.0002947676,0.0003042482,0.0009561664,0.0006708602,0.002149641],"category_scores_gemma":[0.00156949,0.0003300221,0.0008189392,0.0006268152,0.0002236593,0.0004464386,0.0001552233,0.000389979,0.0006991696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003860993,"about_ca_system_score_gemma":0.000386476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005635791,"about_ca_topic_score_gemma":0.003904484,"domain_scores_codex":[0.9995969,0.00005692327,0.00003212976,0.0001071778,0.0001730347,0.00003379437],"domain_scores_gemma":[0.9990005,0.0005116338,0.00007991994,0.000108373,0.0002865397,0.00001302909],"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":[0.001057911,0.0004700942,0.02410766,0.0004373402,0.0001553908,0.0003355683,0.0002572828,0.6520432,0.2273444,0.0008317602,0.0008729042,0.09208648],"study_design_scores_gemma":[0.00002597935,0.0004987338,0.01970784,0.00001151519,0.00006364052,0.0001294374,0.00004695472,0.8864453,0.09234996,0.0001448597,0.0005310055,0.00004470225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8675318,0.0001954403,0.1274519,0.00003514771,0.00002876661,0.00006033829,0.0006027953,0.002150675,0.001943247],"genre_scores_gemma":[0.989839,0.00006051871,0.008936157,0.000004159431,0.000002746198,0.00003207265,0.000327328,0.00005847299,0.0007397148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005635791,"threshold_uncertainty_score":0.01120597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082799655","doi":"10.1007/s10999-020-09515-9","title":"Dynamic stiffness formulation for transverse and in-plane vibration of rectangular plates with arbitrary boundary conditions based on a generalized superposition method","year":2020,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Superposition principle; Transverse plane; Vibration; Finite element method; Solid mechanics; Boundary value problem; Stiffness; Mathematical analysis; Plane (geometry); Mathematics; Boundary (topology); Stiffness matrix; Projection (relational algebra); Structural engineering; Geometry; Physics; Engineering; Acoustics; Algorithm","authors":[{"name":"Zitian Wei","is_ca":false},{"name":"Xuewen Yin","is_ca":false},{"name":"Shudong Yu","is_ca":true},{"name":"Wenwei Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009250953331802113,"gpt":0.2427296941635007,"spread":0.2334787408316985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006055254,0.0007376095,0.0007727119,0.0006729237,0.000390747,0.0006411676,0.001336431,0.001196072,0.005531578],"category_scores_gemma":[0.0008660636,0.0005461055,0.0007400425,0.0006166509,0.0009756641,0.001137852,0.001081128,0.0009720827,0.0008520165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365102,"about_ca_system_score_gemma":0.0008188913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112834,"about_ca_topic_score_gemma":0.0042858,"domain_scores_codex":[0.9997316,0.00007290291,0.00001369285,0.00003468455,0.0001238881,0.00002314404],"domain_scores_gemma":[0.9996191,0.0001656019,0.00004005221,0.00003799448,0.0001133268,0.00002388235],"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":[0.00007825234,0.0001069426,0.0005942254,0.000445089,0.00006686579,0.0004448332,0.0003448218,0.6984324,0.03695343,0.2100512,0.002291713,0.05019019],"study_design_scores_gemma":[0.000005169967,0.00001673251,0.0001491378,0.00001362408,0.000007139114,0.00005084659,0.00003364693,0.9919392,0.0006959629,0.005740446,0.001339055,0.000008942056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01386119,0.0004531986,0.9684184,0.0001665156,0.0001238986,0.00004572338,0.00007581004,0.0000780519,0.01677718],"genre_scores_gemma":[0.6579645,0.001961282,0.2707715,0.0003757449,0.0002862866,0.0003639866,0.0002815416,0.0003756607,0.06761952],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005531578,"threshold_uncertainty_score":0.01850498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2608475165","doi":"10.1007/s10999-017-9373-6","title":"Effect of seat belt and head restraint on occupant’s response during rear-end collision","year":2017,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Qatar National Research Fund; National Highway Traffic Safety Administration; University of Toronto","keywords":"Head (geology); Collision; Solid mechanics; Engineering; Structural engineering; Aeronautics; Geology; Materials science; Computer science; Composite material","authors":[{"name":"Mohamed T. Z. Hassan","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03314021328503673,"gpt":0.3522906037025887,"spread":0.3191503904175519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002793584,0.0003156333,0.0004399884,0.0001829258,0.0003146296,0.0003586381,0.0002093347,0.0004815604,0.003135453],"category_scores_gemma":[0.001776794,0.0001906809,0.0003555842,0.0001340518,0.0002249661,0.0002114077,0.000358945,0.0003828094,0.0004946195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580448,"about_ca_system_score_gemma":0.0003508872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003333149,"about_ca_topic_score_gemma":0.003939174,"domain_scores_codex":[0.9997788,0.00004888888,0.00002005554,0.00003169365,0.00002934842,0.00009125687],"domain_scores_gemma":[0.9992506,0.0003070353,0.00007489408,0.00003618976,0.0001473926,0.0001838502],"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":[0.1961663,0.003961129,0.3355057,0.0006502715,0.0006447571,0.003057184,0.007087809,0.003191148,0.4061702,0.0001714924,0.001502914,0.04189103],"study_design_scores_gemma":[0.0001634249,0.009633685,0.9717064,0.00005753338,0.000170367,0.0003473035,0.002377356,0.001367854,0.01315471,0.00004553817,0.0009482914,0.00002765699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996501,0.00004508251,0.00003506839,0.00001879071,0.00001303781,0.000005131924,0.00004519564,0.000002535665,0.0001851262],"genre_scores_gemma":[0.9995252,0.00003562672,0.0000408418,0.00002124006,0.000008348084,0.00001026672,0.0000602372,0.000001971043,0.0002963145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003333149,"threshold_uncertainty_score":0.01048911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766280043","doi":"10.1007/s10999-017-9389-y","title":"Hybrid molecular dynamics–finite element simulations of the elastic behavior of polycrystalline graphene","year":2017,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Graphene research and applications","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Misorientation; Graphene; Crystallite; Voronoi diagram; Materials science; Molecular dynamics; Grain boundary; Interphase; Finite element method; Condensed matter physics; Periodic boundary conditions; Composite material; Boundary value problem; Geometry; Nanotechnology; Microstructure; Thermodynamics; Mathematical analysis; Physics; Mathematics; Computational chemistry; Metallurgy; Chemistry","authors":[{"name":"A. Alian","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02334248705586909,"gpt":0.3034329111656431,"spread":0.280090424109774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002300867,0.0004650377,0.0006705358,0.0005296489,0.0007351958,0.000788477,0.001292237,0.001549501,0.004674644],"category_scores_gemma":[0.001138394,0.0004487487,0.0005146659,0.0008834823,0.0008730291,0.0006958608,0.0005434272,0.0009886355,0.0002440759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027804,"about_ca_system_score_gemma":0.001083228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01942796,"about_ca_topic_score_gemma":0.01740274,"domain_scores_codex":[0.9998367,0.00002803593,0.000006934061,0.00002271248,0.00005503589,0.0000506151],"domain_scores_gemma":[0.9993248,0.000436599,0.00005008452,0.00005498002,0.00007212955,0.00006150041],"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":[0.000122048,0.0001575129,0.001330014,0.00006073918,0.00004997789,0.0001307167,0.00006945252,0.9880961,0.002686333,0.004767756,0.00037547,0.002153883],"study_design_scores_gemma":[0.00002797903,0.00002089592,0.0004214953,0.000004146408,0.000004888309,0.00000709874,0.00002197933,0.9983957,0.0004162448,0.0005244596,0.0001484037,0.000006638249],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720954,0.0002443661,0.01050035,0.0004954764,0.0000963848,0.00004124649,0.0005225893,0.0001833519,0.01582076],"genre_scores_gemma":[0.9937756,0.00007749959,0.00433307,0.00007627239,0.000014113,0.00004346417,0.0002435506,0.00003488034,0.001401637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01942796,"threshold_uncertainty_score":0.03862977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2607899676","doi":"10.1007/s10999-017-9372-7","title":"Design assessment of a multiple passenger vehicle component using load transfer index ( $$ {\\text{U}}^{*} $$ U ∗ ) method","year":2017,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Solid mechanics; Stiffness; Index (typography); Transfer (computing); Computer science; Structural engineering; Component (thermodynamics); Engineering; Materials science","authors":[{"name":"Khashayar Pejhan","is_ca":true},{"name":"Anton Kuznetcov","is_ca":true},{"name":"Qingguo Wang","is_ca":true},{"name":"Christine Wu","is_ca":true},{"name":"Igor Telichev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07152431266169024,"gpt":0.3549918632321791,"spread":0.2834675505704889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005295643,0.0009142081,0.0004812105,0.001419328,0.000440844,0.0006920512,0.0005814845,0.0006549478,0.005681576],"category_scores_gemma":[0.0005916229,0.0003130581,0.0006341077,0.0005382816,0.0002254286,0.0003611938,0.0003289068,0.0002671375,0.0007864378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004726945,"about_ca_system_score_gemma":0.0007186051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003963496,"about_ca_topic_score_gemma":0.005526678,"domain_scores_codex":[0.9997072,0.00004481382,0.00001099673,0.00004111579,0.0001686313,0.00002732348],"domain_scores_gemma":[0.9996443,0.00006980178,0.00004068439,0.00003174353,0.0001900986,0.000023479],"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":[0.0007299979,0.0003208932,0.01082159,0.0006062342,0.00008559458,0.0002646459,0.0002653293,0.6326826,0.1685923,0.003141941,0.002087428,0.1804015],"study_design_scores_gemma":[0.00002292809,0.0009285035,0.01027926,0.00001892387,0.0001315618,0.0001003337,0.0001949006,0.9482608,0.03633765,0.000343061,0.003345406,0.00003664108],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5261862,0.000176567,0.4515345,0.00008333469,0.0000635014,0.0002112769,0.0003652163,0.001498467,0.01988089],"genre_scores_gemma":[0.9337932,0.00005326227,0.06038089,0.00001207293,0.000006221057,0.0001019595,0.0001884872,0.00007008181,0.005393868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005681576,"threshold_uncertainty_score":0.01900679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013217184","doi":"10.1007/s10999-013-9218-x","title":"Toughening mechanisms in multiphase nanocomposites","year":2013,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Sultan Qaboos University","keywords":"Materials science; Nanocomposite; Composite material; Carbon nanotube; Fracture toughness; Toughness; Nucleation; Solid mechanics; Epoxy; Toughening; Bridging (networking); Computer science","authors":[{"name":"S. A. Meguid","is_ca":true},{"name":"J.M. Wernik","is_ca":true},{"name":"Farooq Al Jahwari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0142952925567527,"gpt":0.2391809123891514,"spread":0.2248856198323987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000159755,0.0002346599,0.0001309142,0.000389269,0.0003151207,0.0003565982,0.0003606989,0.0002903847,0.004481202],"category_scores_gemma":[0.0003698658,0.0002882402,0.0001132166,0.00009688749,0.0003192556,0.0005249492,0.0002944432,0.0003330244,0.0002722348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339848,"about_ca_system_score_gemma":0.0001395838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003123027,"about_ca_topic_score_gemma":0.0004852807,"domain_scores_codex":[0.9999026,0.000006638359,0.000003218745,0.00002370776,0.00003904688,0.00002478177],"domain_scores_gemma":[0.9998018,0.00008247085,0.00004726801,0.00001416163,0.00003028461,0.00002396334],"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":[0.000161574,0.00008100234,0.000376774,0.00008449492,0.000006299742,0.0001724139,0.0001417259,0.006173919,0.9789011,0.009244029,0.0001387349,0.004517836],"study_design_scores_gemma":[0.00005164463,0.0002476898,0.004127572,0.00001410252,0.00001416554,0.0002792133,0.0002139292,0.1131849,0.8756227,0.004162237,0.002050502,0.00003137003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878184,0.0003248763,0.007361558,0.00004904804,0.00002483009,0.00001864454,0.00002047895,0.00004631983,0.004335812],"genre_scores_gemma":[0.9976388,0.00005703009,0.0007024257,0.00000652536,0.000002822716,0.000006032923,0.000009118045,0.000008443364,0.001568822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004481202,"threshold_uncertainty_score":0.0149911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025132486","doi":"10.1007/s10999-014-9255-0","title":"Multiphysics modelling of the coupled behaviour of precision-guided projectiles subjected to intense shock loads","year":2014,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Electromagnetic Launch and Propulsion Technology","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Propellant; Multiphysics; Projectile; Mechanics; Shock wave; Shock (circulatory); Ignition system; Aerospace engineering; Explosive material; Structural engineering; Finite element method; Materials science; Physics; Engineering","authors":[{"name":"Xuewen Yin","is_ca":true},{"name":"P. Verberne","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01876542504414218,"gpt":0.2311358173189083,"spread":0.2123703922747661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002785534,0.0005558628,0.0006116282,0.0005262882,0.0005521572,0.0008542158,0.0006119014,0.001330478,0.002410382],"category_scores_gemma":[0.0009390551,0.0004708639,0.0006464624,0.0004847774,0.0009656524,0.000586139,0.0007205135,0.0006653291,0.0002652356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365576,"about_ca_system_score_gemma":0.0006229687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006884606,"about_ca_topic_score_gemma":0.002718715,"domain_scores_codex":[0.9998564,0.00002538759,0.000007131921,0.0000200128,0.00004783255,0.00004326692],"domain_scores_gemma":[0.9996824,0.0001440604,0.00005282585,0.00003180502,0.00004916979,0.00003973648],"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":[0.00007454234,0.00004885423,0.001039735,0.00002054361,0.00001807634,0.0001645698,0.00007542635,0.9896036,0.006909551,0.0004633958,0.00008470437,0.001496989],"study_design_scores_gemma":[0.00000643466,0.00004112905,0.001533101,0.000002805353,0.00000411909,0.00001720192,0.0000352621,0.9973915,0.0007163433,0.0001706017,0.00007498501,0.000006616082],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9719267,0.0001182394,0.01952416,0.000142063,0.0000317538,0.00003569596,0.0001194517,0.0001342679,0.007967619],"genre_scores_gemma":[0.997723,0.00005502214,0.0006715828,0.00001401924,0.00000368274,0.00001930058,0.00003765139,0.00001827457,0.001457425],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006884606,"threshold_uncertainty_score":0.01368904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977975057","doi":"10.1007/s10999-012-9197-3","title":"Analysis of the novel flexure parallel micromanipulators based on multi-level displacement amplifier with/without symmetrical design","year":2012,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Workspace; Displacement (psychology); Modular design; Finite element method; Amplifier; Compliant mechanism; Modal analysis; Computer science; Engineering; Structural engineering; Mechanical engineering; Electronic engineering; Artificial intelligence","authors":[{"name":"Dan Zhang","is_ca":true},{"name":"Zhen Gao","is_ca":true},{"name":"Matteo Malosio","is_ca":false},{"name":"Gianmarc Coppola","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04034323177090006,"gpt":0.2561863868345059,"spread":0.2158431550636059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001768546,0.0004320372,0.0003391693,0.0001786419,0.000289435,0.0004388853,0.0008017691,0.0005388326,0.003318685],"category_scores_gemma":[0.0003076372,0.0002869454,0.0004681362,0.000166085,0.0002590965,0.0006062704,0.0002558568,0.0002176394,0.0004619355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003671492,"about_ca_system_score_gemma":0.0003399487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007276689,"about_ca_topic_score_gemma":0.001172083,"domain_scores_codex":[0.999774,0.00002130599,0.000008109023,0.00004827974,0.0001235503,0.000024695],"domain_scores_gemma":[0.999831,0.00004601307,0.00004269253,0.00002785476,0.00004361431,0.000008823849],"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":[0.0003353064,0.00008156952,0.001504697,0.0004665884,0.0001450895,0.0005151706,0.0001740591,0.1385231,0.7447326,0.04949913,0.0009256927,0.0630971],"study_design_scores_gemma":[0.00001928112,0.0002692871,0.002545767,0.0000133729,0.00006145522,0.0005196406,0.0000359156,0.9135276,0.07695265,0.002201177,0.003830736,0.00002315361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.137957,0.0006752197,0.8401155,0.0001714509,0.00005683713,0.0001145121,0.00008482514,0.000606921,0.02021762],"genre_scores_gemma":[0.945917,0.0002486143,0.0471757,0.00003829573,0.00002238383,0.00006114384,0.00005106499,0.00003561472,0.006450229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003318685,"threshold_uncertainty_score":0.01110214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2986990686","doi":"10.1007/s10999-019-09482-w","title":"Modeling and characterisation of depletion of aluminium in bond coat and growth of mixed oxides in thermal barrier coatings","year":2019,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Diffusion; Phase (matter); Materials science; Aluminium; Thermal barrier coating; Thermal; Thermodynamics; Work (physics); Coating; Chemical engineering; Composite material; Chemistry; Physics; Organic chemistry","authors":[{"name":"Lee Yong Lim","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0118244693621158,"gpt":0.222088099668663,"spread":0.2102636303065472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001209499,0.0003374091,0.0002051467,0.000152569,0.0002103705,0.0003863767,0.0005111911,0.0005605945,0.0005343128],"category_scores_gemma":[0.0003745669,0.0002796633,0.0003217143,0.0001144501,0.0001803283,0.0002741667,0.0001361751,0.0002268774,0.0001201603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005183988,"about_ca_system_score_gemma":0.0004474685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047803,"about_ca_topic_score_gemma":0.008641073,"domain_scores_codex":[0.9999381,0.000006206242,0.000002156303,0.0000123921,0.00002957929,0.0000115195],"domain_scores_gemma":[0.9998689,0.0000548855,0.00002101986,0.00001024089,0.00003580331,0.000009222388],"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":[0.0001733346,0.0001160088,0.005921433,0.0001554328,0.00004697848,0.0002287109,0.0001139764,0.7244445,0.2607159,0.001320775,0.0003426771,0.00642034],"study_design_scores_gemma":[0.000004196857,0.00004489884,0.001575744,0.000002303078,0.000007736128,0.00001933183,0.00001064082,0.9812386,0.01685753,0.0000663212,0.0001685216,0.000004074889],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978346,0.0003097938,0.01645701,0.00007740047,0.00001670968,0.00002431415,0.0001497254,0.0001093258,0.004509647],"genre_scores_gemma":[0.997661,0.00007953067,0.001392742,0.000004921596,0.000001963526,0.000008135679,0.00003467685,0.0000108669,0.0008061451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01047803,"threshold_uncertainty_score":0.02083409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971801201","doi":"10.1007/s10999-013-9236-8","title":"3D FE modeling of oblique shot peening using a new periodic cell","year":2013,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Shot peening; Solid mechanics; Residual stress; Parametric statistics; Materials science; Peening; Oblique case; Plasticity; Mechanics; Finite element method; Structural engineering; Jet (fluid); Process (computing); Laser peening; Work (physics); Shot (pellet); Composite material; Mechanical engineering; Mathematics; Computer science; Metallurgy; Engineering; Physics; Statistics","authors":[{"name":"Fan Yang","is_ca":true},{"name":"Zhuo Chen","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0424803508536073,"gpt":0.2544183239226498,"spread":0.2119379730690426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001367826,0.0003244093,0.0003591053,0.0002852733,0.0002671296,0.0007037625,0.0008725368,0.001320488,0.005071931],"category_scores_gemma":[0.0003460551,0.0004167554,0.0003552857,0.0003261978,0.0003325504,0.000325964,0.0002944135,0.0003591858,0.0005851098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665411,"about_ca_system_score_gemma":0.0006752702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004894634,"about_ca_topic_score_gemma":0.006345614,"domain_scores_codex":[0.9999191,0.00000955081,0.000004288681,0.00001123115,0.00004239507,0.00001337035],"domain_scores_gemma":[0.9999082,0.00003168482,0.00001303344,0.00001652094,0.00002310582,0.000007499188],"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":[0.00003274529,0.00004340211,0.0006024181,0.00003887365,0.000009473326,0.000132725,0.00004275262,0.9789236,0.01072613,0.002241979,0.0003364377,0.006869406],"study_design_scores_gemma":[0.00000509413,0.00001450751,0.0003159276,0.000003497427,0.000003373659,0.00002330061,0.00001076951,0.9976256,0.001259313,0.0001182516,0.0006154283,0.000004943558],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5728652,0.0003860942,0.3579533,0.0002612782,0.0001406235,0.0002056119,0.001355135,0.001244349,0.0655884],"genre_scores_gemma":[0.9440864,0.000218392,0.04611404,0.00004553527,0.000009250365,0.0001056587,0.0002950921,0.0001414843,0.008984189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005071931,"threshold_uncertainty_score":0.0169673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016293487","doi":"10.1007/s10999-014-9274-x","title":"A spatial single loop kinematotropic mechanism used for biped/wheeled switchable robots","year":2014,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Robotic Locomotion and Control","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Mechanism (biology); Kinematics; Control theory (sociology); Robot; Motion (physics); Computer science; Process (computing); Gait; Simulation; Control engineering; Artificial intelligence; Engineering; Physics; Classical mechanics; Control (management)","authors":[{"name":"Naiyue Wang","is_ca":false},{"name":"Yuefa Fang","is_ca":false},{"name":"Dan Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01610340731161508,"gpt":0.2248369453897778,"spread":0.2087335380781628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001957564,0.0002692093,0.0002620439,0.0003702778,0.0004356841,0.0003212717,0.0006467853,0.0004110668,0.003655275],"category_scores_gemma":[0.0002278058,0.0001708102,0.0002969845,0.0002207004,0.0003085807,0.0003483524,0.0004138215,0.0001771945,0.0004543551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111039,"about_ca_system_score_gemma":0.0002212132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002929008,"about_ca_topic_score_gemma":0.0003348342,"domain_scores_codex":[0.9999127,0.00001170285,0.000008136471,0.00002184423,0.00003394156,0.00001158335],"domain_scores_gemma":[0.9998597,0.00001747756,0.00002758786,0.00004110073,0.0000325445,0.00002159496],"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":[0.0003824829,0.00008733771,0.0007708544,0.0003159461,0.00004786223,0.0006030556,0.0001267737,0.01339386,0.8275881,0.01450804,0.0009299742,0.1412457],"study_design_scores_gemma":[0.0003705612,0.005028686,0.01067361,0.0001632298,0.0002811853,0.003961856,0.0001588377,0.4387969,0.4759523,0.009947538,0.05445251,0.0002126953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3233323,0.0009299375,0.6615892,0.0002231105,0.0005135049,0.0001916481,0.0001558836,0.002760125,0.01030418],"genre_scores_gemma":[0.9374877,0.000141065,0.05905661,0.00004185979,0.00001649026,0.00005323396,0.00003241307,0.00003024272,0.003140226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003655275,"threshold_uncertainty_score":0.01222813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2469569226","doi":"10.1007/s10999-016-9348-z","title":"Extensions of the U* theory for applications on orthotropic composites and nonlinear elastic materials","year":2016,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Orthotropic material; Solid mechanics; Composite material; Materials science; Nonlinear system; Structural engineering; Engineering; Physics; Finite element method","authors":[{"name":"Qingguo Wang","is_ca":true},{"name":"Khashayar Pejhan","is_ca":true},{"name":"Igor Telichev","is_ca":true},{"name":"Christine Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008130997151276232,"gpt":0.224653321393423,"spread":0.2165223242421467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000808938,0.0008546974,0.0009230693,0.00152213,0.001048372,0.001498559,0.001236172,0.001098048,0.005769375],"category_scores_gemma":[0.00216238,0.0003718246,0.001287603,0.001004093,0.001349649,0.002525788,0.001673763,0.00204367,0.001294293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004378452,"about_ca_system_score_gemma":0.0006336811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001241566,"about_ca_topic_score_gemma":0.001756465,"domain_scores_codex":[0.9997242,0.0001107516,0.00001611652,0.00003693868,0.0000843218,0.00002759814],"domain_scores_gemma":[0.9994311,0.0002098405,0.00005953368,0.00009459976,0.0001420453,0.00006285264],"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":[0.0000222295,0.00007129564,0.0001431456,0.00007431227,0.0000133823,0.00006685653,0.00006731262,0.02154873,0.001265164,0.9373693,0.003733852,0.03562444],"study_design_scores_gemma":[0.000008689847,0.00003631725,0.0001293692,0.00003907339,0.000008499977,0.00007939411,0.00004987203,0.2622137,0.0005635066,0.7273909,0.00945643,0.0000241084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01998438,0.003350429,0.8868374,0.0009352894,0.001465885,0.00005854585,0.0001008634,0.0002471895,0.08702008],"genre_scores_gemma":[0.546886,0.009974536,0.3529951,0.001527559,0.002473739,0.0004143523,0.0003213016,0.0006339381,0.0847736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005769375,"threshold_uncertainty_score":0.01930046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035565020","doi":"10.1007/s10999-010-9145-z","title":"A single step process to design a custom mattress that relieves trunk shear forces","year":2011,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Université de Sherbrooke","keywords":"Structural engineering; Finite element method; Curvature; Process (computing); Trunk; Solid mechanics; Computer science; Engineering; Mechanical engineering; Mathematics; Materials science; Geometry","authors":[{"name":"Marc Denninger","is_ca":true},{"name":"F. Martel","is_ca":true},{"name":"Denis Rancourt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05573556727717414,"gpt":0.3017155088706829,"spread":0.2459799415935088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005109145,0.0007445017,0.0003339429,0.0006378304,0.0003867396,0.0003779509,0.000680858,0.000558154,0.006631349],"category_scores_gemma":[0.000755235,0.0003947616,0.0005763914,0.0002951988,0.0002975689,0.0004048302,0.0003955893,0.0007664067,0.002090759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453321,"about_ca_system_score_gemma":0.0004574049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002983604,"about_ca_topic_score_gemma":0.001124375,"domain_scores_codex":[0.9996611,0.00002597956,0.00002483587,0.00005851604,0.0001965756,0.00003301178],"domain_scores_gemma":[0.9995267,0.00007095962,0.00008607185,0.000091657,0.0001783615,0.00004628731],"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":[0.0001017327,0.0002628764,0.0008245511,0.0004543505,0.00003860189,0.0003399312,0.0002482464,0.004388933,0.8950697,0.00185443,0.002547479,0.09386924],"study_design_scores_gemma":[0.0001260564,0.003354741,0.008665794,0.00009859919,0.0001721451,0.002718854,0.0002349315,0.03726976,0.8813177,0.001356214,0.06454381,0.0001413716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2614628,0.0005284081,0.7087809,0.0003132138,0.0009061576,0.001485799,0.0005634042,0.002800064,0.02315928],"genre_scores_gemma":[0.412728,0.0002535957,0.56521,0.0002071929,0.00008881135,0.0003992551,0.0003390333,0.0004012053,0.0203729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006631349,"threshold_uncertainty_score":0.02218407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772103276","doi":"10.1007/s10999-017-9398-x","title":"Nonlinear transient dynamic response of a blade subject to a pulsating load in a decaying centrifugal force field","year":2017,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Centrifugal force; Mechanics; Rotary inertia; Inertia; Casing; Beam (structure); Transient (computer programming); Rotor (electric); Transient response; Blade element theory; Blade (archaeology); Nonlinear system; Structural engineering; Solid mechanics; Acceleration; Contact force; Materials science; Physics; Engineering; Classical mechanics; Mechanical engineering; Aerodynamics","authors":[{"name":"Pratik Roy","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01173694271639708,"gpt":0.2603620810768751,"spread":0.2486251383604781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002179152,0.000258488,0.0003885466,0.0003392219,0.0005370984,0.000426432,0.0003438706,0.0009587315,0.003825559],"category_scores_gemma":[0.001223347,0.0001911063,0.0003315042,0.0002132187,0.0009863169,0.0003744931,0.000472315,0.0006015188,0.0002964674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738076,"about_ca_system_score_gemma":0.0003316752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004368473,"about_ca_topic_score_gemma":0.002515079,"domain_scores_codex":[0.9998871,0.00002199187,0.000005066037,0.00001823967,0.00003228473,0.00003526723],"domain_scores_gemma":[0.9994245,0.0003289228,0.00004831858,0.0000357804,0.00007743174,0.00008501342],"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":[0.005310795,0.001015146,0.02315374,0.000592068,0.0001782761,0.01123162,0.003017341,0.4931439,0.4242263,0.00823805,0.00444895,0.02544382],"study_design_scores_gemma":[0.00004433443,0.0004796276,0.02497584,0.00002736937,0.0000203144,0.0004145439,0.0005261639,0.9602174,0.01209184,0.0006745404,0.0004843816,0.00004358407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890341,0.00003563426,0.005237216,0.0002160553,0.00004181137,0.00002317028,0.00009789517,0.0001515124,0.00516266],"genre_scores_gemma":[0.9987736,0.0000147765,0.000298775,0.00002090937,0.000004082084,0.000005172008,0.0000372575,0.0000153742,0.0008301329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004368473,"threshold_uncertainty_score":0.01279771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1915268137","doi":"10.1007/s10999-015-9322-1","title":"A new design of magnetorheological fluid based braking system using genetic algorithm optimization","year":2015,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Magnetorheological fluid; Torque; Automotive industry; Optimal design; Finite element method; Genetic algorithm; Control theory (sociology); Mechanical engineering; Computer science; Engineering; Control engineering; Structural engineering; Physics","authors":[{"name":"Mohammadhossein Hajiyan","is_ca":true},{"name":"Shohel Mahmud","is_ca":true},{"name":"Mohammad Biglarbegian","is_ca":true},{"name":"Hussein A. Abdullah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03629491001209267,"gpt":0.2383046565030519,"spread":0.2020097464909592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002056748,0.0004677093,0.0007294564,0.0003395319,0.0005127102,0.0006163309,0.0008093852,0.0007258229,0.002084399],"category_scores_gemma":[0.0002227884,0.0002569366,0.000339483,0.0002776067,0.0002429258,0.0003951361,0.0003431048,0.0002774426,0.0003995034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002390319,"about_ca_system_score_gemma":0.0006092083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001495153,"about_ca_topic_score_gemma":0.001880252,"domain_scores_codex":[0.9998308,0.00002672761,0.0000110267,0.00004063312,0.0000701043,0.00002063755],"domain_scores_gemma":[0.9999187,0.00001614958,0.00001479901,0.000007280881,0.00003607325,0.000007022458],"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":[0.0003593713,0.0002392349,0.001420466,0.000687895,0.0001671616,0.0003396634,0.0002053358,0.5114114,0.2040881,0.01186736,0.002535586,0.2666784],"study_design_scores_gemma":[0.00005712352,0.0002343327,0.0005220101,0.00001441022,0.00004110625,0.00009137432,0.00002321518,0.9833523,0.01013148,0.000565971,0.004948717,0.00001780173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05138006,0.0006719031,0.9352714,0.0001402352,0.0001773337,0.0001413849,0.00003065827,0.0006898135,0.0114973],"genre_scores_gemma":[0.8233388,0.0003641134,0.1678434,0.00007973392,0.00004166008,0.0002532146,0.00006684267,0.00004891947,0.00796346],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002084399,"threshold_uncertainty_score":0.006973028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081188920","doi":"10.1007/s10999-020-09518-6","title":"Containment of blade shedding in gas turbine engines: part I—design and development of a scaled down test rig","year":2020,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Bladed Disk Vibration Dynamics","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Engineering; Rotor (electric); Casing; Blade (archaeology); Containment (computer programming); Data acquisition; Trajectory; Turbine; Gas turbines; Test data; Automotive engineering; Mechanical engineering; Marine engineering; Structural engineering; Aerospace engineering; Computer science","authors":[{"name":"Pratik Roy","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0183850394017533,"gpt":0.2222823300850079,"spread":0.2038972906832546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106785,0.00046835,0.000546946,0.0003279136,0.000606351,0.0005478303,0.001147049,0.0007026993,0.001769845],"category_scores_gemma":[0.001612943,0.0003108668,0.0003178216,0.0001449277,0.000861716,0.0007725206,0.0006266927,0.0005155636,0.0003422055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003575991,"about_ca_system_score_gemma":0.00090644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007814871,"about_ca_topic_score_gemma":0.0007924575,"domain_scores_codex":[0.9993444,0.0001846901,0.00003916303,0.00007317288,0.0002963064,0.00006219229],"domain_scores_gemma":[0.9990653,0.0003230199,0.0001262259,0.0001402181,0.0002253931,0.0001197845],"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":[0.001281459,0.001103661,0.008526669,0.0007189435,0.00003143189,0.0007226408,0.0009168847,0.04154944,0.8784308,0.001888149,0.001078066,0.06375191],"study_design_scores_gemma":[0.0004188165,0.01964721,0.02221742,0.00009828465,0.00005037489,0.0006838827,0.0005519206,0.1757361,0.76973,0.0007221656,0.01004958,0.00009435371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418575,0.0004102275,0.05332498,0.0001520123,0.00006719861,0.0005261503,0.0002291964,0.0006117381,0.002821008],"genre_scores_gemma":[0.9812914,0.0001037303,0.0167712,0.00003039458,0.00001040324,0.0001413454,0.00013467,0.00005339978,0.001463367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001769845,"threshold_uncertainty_score":0.005920708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047248542","doi":"10.1007/s10999-020-09512-y","title":"Potential of combating transmission of COVID-19 using novel self-cleaning superhydrophobic surfaces: part II—thermal, chemical, and mechanical durability","year":2020,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Durability; Nanocomposite; Abrasion (mechanical); Composite material; Thermal stability; Surface modification; Epoxy; Chemical stability; Compressive strength; Chemical engineering","authors":[{"name":"Assem Elzaabalawy","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03680226028460544,"gpt":0.2585479481497592,"spread":0.2217456878651538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001868107,0.0002974728,0.0002008333,0.0001621473,0.0002007757,0.0003948132,0.0002959498,0.0004494401,0.00116266],"category_scores_gemma":[0.0001661032,0.0001392847,0.0002927288,0.00007153788,0.0001286895,0.0003730157,0.0002515173,0.0003417128,0.0002244816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717916,"about_ca_system_score_gemma":0.000238436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004447883,"about_ca_topic_score_gemma":0.0009293194,"domain_scores_codex":[0.9998678,0.000008571308,0.00000451022,0.00001843689,0.00006068669,0.00003996559],"domain_scores_gemma":[0.9999223,0.00001322005,0.00001596658,0.000007734006,0.00002804836,0.00001279083],"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":[0.00003253142,0.00002238826,0.0002838422,0.00005280502,0.000005599927,0.00003001878,0.000009013039,0.000104456,0.9956838,0.00009067825,0.00007518108,0.003609733],"study_design_scores_gemma":[0.000003323552,0.0003409797,0.0009735631,0.000004944438,0.0000158084,0.0001153094,0.00002642864,0.001543163,0.9953597,0.00002935103,0.001582574,0.000004841721],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987774,0.002908179,0.006182695,0.0001638797,0.0001157424,0.0000624766,0.0001427218,0.00006721722,0.002583154],"genre_scores_gemma":[0.989746,0.001453754,0.005798261,0.00008373661,0.00001933688,0.00002418058,0.0001956475,0.00001322354,0.0026659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00116266,"threshold_uncertainty_score":0.003889441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081054031","doi":"10.1007/s10999-020-09516-8","title":"Containment of blade shedding in gas turbine engines: part II—experimental and numerical investigations","year":2020,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Bladed Disk Vibration Dynamics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Blade (archaeology); Turbine blade; Rotor (electric); Finite element method; Structural engineering; Blade element momentum theory; Gas turbines; Engineering; Solid mechanics; Containment (computer programming); Mechanics; Mechanical engineering; Turbine; Aerospace engineering; Materials science; Physics; Computer science; Composite material","authors":[{"name":"Pratik Roy","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0187168900712809,"gpt":0.2359273659925542,"spread":0.2172104759212733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006208195,0.000300645,0.0006973915,0.0004115589,0.00078006,0.0006296281,0.0007422924,0.0006592213,0.001339143],"category_scores_gemma":[0.002033826,0.0002817916,0.0002504488,0.0002473666,0.001293055,0.0007974268,0.0005307558,0.0005946369,0.0002530384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000274429,"about_ca_system_score_gemma":0.0003748912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007642644,"about_ca_topic_score_gemma":0.0003826142,"domain_scores_codex":[0.9995147,0.0001107995,0.00002100917,0.00004674054,0.0002199038,0.00008688911],"domain_scores_gemma":[0.9987584,0.0006839139,0.0001359026,0.0001360854,0.0002023574,0.00008326002],"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":[0.002750597,0.0017184,0.006582985,0.0003874636,0.00001908333,0.0007556637,0.001030169,0.02483537,0.9227765,0.003867757,0.0006694382,0.03460652],"study_design_scores_gemma":[0.0002944678,0.004653051,0.02215057,0.00008256698,0.00002418409,0.0007033027,0.0007204069,0.3221138,0.6457431,0.001276966,0.002182514,0.00005510621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922287,0.0006188502,0.004959267,0.00005326081,0.00002756956,0.00003333186,0.00003731959,0.00006352134,0.001978198],"genre_scores_gemma":[0.9987544,0.0001026833,0.0007332815,0.000004978065,0.000007620279,0.000008207786,0.000031268,0.000007841251,0.0003497315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001339143,"threshold_uncertainty_score":0.004479885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012005806","doi":"10.1007/s10999-013-9237-7","title":"Design and performance analysis of a novel parallel servo press with redundant actuation","year":2013,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Kinematics; Actuator; Control theory (sociology); Servo; Mechanism (biology); Servo bandwidth; Servo control; Constraint (computer-aided design); Computer science; Control engineering; Servomotor; Interference (communication); Screw press; Engineering; Control (management); Mechanical engineering; Artificial intelligence; Physics","authors":[{"name":"Jun He","is_ca":false},{"name":"Feng Gao","is_ca":false},{"name":"Dan Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02117998459562082,"gpt":0.2207800535049151,"spread":0.1996000689092943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003244656,0.0005044155,0.0005963905,0.0002807603,0.0003806814,0.0005457974,0.001023477,0.0006246688,0.002565058],"category_scores_gemma":[0.0003134413,0.0003021294,0.0002610004,0.0001739003,0.0002539067,0.0004050535,0.0004064677,0.0002244773,0.0006051164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002362241,"about_ca_system_score_gemma":0.0004353313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004891353,"about_ca_topic_score_gemma":0.0005201607,"domain_scores_codex":[0.9997124,0.00003532987,0.00001736587,0.00006962456,0.0001370166,0.00002816114],"domain_scores_gemma":[0.9996505,0.00006478895,0.0001128374,0.00004361805,0.000103014,0.00002535827],"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":[0.00103386,0.0002555409,0.001735731,0.000766759,0.0001418198,0.0006620736,0.0001196382,0.2111889,0.6378424,0.006177977,0.001539828,0.1385355],"study_design_scores_gemma":[0.0001058063,0.002088269,0.001848958,0.00001631837,0.00007173196,0.000475586,0.00003023099,0.9004022,0.08961895,0.0005212655,0.004794504,0.0000260827],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.28595,0.0007929496,0.6893838,0.0003933768,0.0001635709,0.0002180017,0.0001017363,0.001463218,0.02153342],"genre_scores_gemma":[0.9606756,0.0001387777,0.03397788,0.00004140005,0.00003234616,0.00007424005,0.00003220555,0.00002740341,0.005000117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002565058,"threshold_uncertainty_score":0.008580983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036167074","doi":"10.1007/s10999-014-9243-4","title":"Simulation driven performance characterization of a spatial compliant parallel mechanism","year":2014,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"Canada Research Chairs","keywords":"Characterization (materials science); Solid mechanics; Mechanism (biology); Materials science; Computer science; Systems engineering; Nanotechnology; Engineering; Physics; Composite material","authors":[{"name":"Zhen Gao","is_ca":true},{"name":"Dan Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0156038750016629,"gpt":0.2239246254169464,"spread":0.2083207504152835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002463087,0.0003393235,0.0003313945,0.0004290941,0.0002918093,0.0003452015,0.0006709846,0.000566446,0.002547367],"category_scores_gemma":[0.000743733,0.0002162713,0.0002844594,0.0002928704,0.0003834566,0.0002321738,0.0002987506,0.0002260665,0.000273591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003109679,"about_ca_system_score_gemma":0.000567979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001876515,"about_ca_topic_score_gemma":0.00137432,"domain_scores_codex":[0.9998192,0.00001942442,0.000008104348,0.00002606165,0.00009529846,0.00003189408],"domain_scores_gemma":[0.9995829,0.0001079947,0.00007036673,0.00009069264,0.0001157638,0.00003215509],"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":[0.0007790143,0.0002704267,0.003979313,0.000117014,0.00004465232,0.0003112284,0.0001044914,0.8520864,0.1266739,0.001294383,0.0003932285,0.01394598],"study_design_scores_gemma":[0.0000229003,0.0003599649,0.002766382,0.000005085247,0.000009216889,0.00003921508,0.00002579985,0.976051,0.02022108,0.0001282995,0.0003597487,0.000011375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791165,0.00005055579,0.01561649,0.00004909077,0.00002081127,0.00003828045,0.000189205,0.000293182,0.004625885],"genre_scores_gemma":[0.9978524,0.00001192506,0.001495681,0.000003290221,8.900399e-7,0.00001220746,0.00005863313,0.0000108874,0.0005540701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002547367,"threshold_uncertainty_score":0.008521736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024068727","doi":"10.1007/s10999-010-9139-x","title":"Consistent element coupling in nonlinear static and dynamic analyses using explicit solvers","year":2010,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Atomic Energy (Canada); York University; University of Toronto","funders":"","keywords":"Solid mechanics; Finite element method; Nonlinear system; Constraint (computer-aided design); Robustness (evolution); Coupling (piping); Computer science; Element (criminal law); Consistency (knowledge bases); Mathematical optimization; Dynamic problem; Algorithm; Applied mathematics; Mathematics; Structural engineering; Engineering; Mechanical engineering; Geometry; Materials science; Physics","authors":[{"name":"Rong-Tai Ho","is_ca":true},{"name":"S. A. Meguid","is_ca":true},{"name":"Zheng Zhu","is_ca":true},{"name":"R. G. Sauve ́","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02306998914951295,"gpt":0.2970086694306099,"spread":0.273938680281097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001887498,0.0006519802,0.001298671,0.0007875462,0.0007901272,0.001335241,0.002039022,0.002389717,0.00335563],"category_scores_gemma":[0.006525639,0.001233337,0.0006326145,0.000730839,0.001637368,0.002121058,0.002399337,0.001881514,0.0007332849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004212832,"about_ca_system_score_gemma":0.001007268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001986722,"about_ca_topic_score_gemma":0.003436926,"domain_scores_codex":[0.9991747,0.0003761528,0.00003734564,0.000062563,0.000306562,0.00004255512],"domain_scores_gemma":[0.9976608,0.001615587,0.0001350636,0.0002472389,0.0002823355,0.00005894826],"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":[0.0001070622,0.0001665999,0.0005320783,0.0001644185,0.00007002082,0.0001248449,0.0001978573,0.8570415,0.006193062,0.09886347,0.0009890459,0.0355501],"study_design_scores_gemma":[0.00001351856,0.00001108221,0.00002975833,0.000006310063,0.000005698867,0.000006810122,0.00001293617,0.9931608,0.0005354934,0.005790707,0.0004230546,0.000003760806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01140328,0.0001095828,0.9843538,0.0001049829,0.00006001896,0.00004473616,0.00001751078,0.0001239387,0.003782215],"genre_scores_gemma":[0.402222,0.0002861145,0.5844375,0.0002668536,0.00009560474,0.0005116726,0.000116757,0.0005325096,0.01153107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00335563,"threshold_uncertainty_score":0.0112257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050815653","doi":"10.1007/s10999-005-4445-4","title":"A Continuum Based Thick Shell Element for Large Deformation Analysis of Layered Composites","year":2005,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Orthotropic material; Materials science; Shell (structure); Composite material; Solid mechanics; Anisotropy; Composite number; Stacking; Finite element method; Deformation (meteorology); Displacement (psychology); Structural engineering; Geometry; Mathematics; Physics; Optics","authors":[{"name":"N. El‐Abbasi","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008896828585466064,"gpt":0.2374069863659459,"spread":0.2285101577804799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000494056,0.0003612811,0.0006727563,0.0004459477,0.0004420754,0.0005460521,0.001536235,0.001431888,0.00338146],"category_scores_gemma":[0.0007934338,0.0004946046,0.0005567507,0.000296212,0.0005532744,0.000641322,0.001226968,0.0009160374,0.0007201532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002621201,"about_ca_system_score_gemma":0.0005341974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310243,"about_ca_topic_score_gemma":0.002517493,"domain_scores_codex":[0.9998358,0.00003949359,0.000009008051,0.00001354204,0.00008747484,0.00001459699],"domain_scores_gemma":[0.9997346,0.0001247227,0.00001961609,0.00003337621,0.00006282976,0.0000248794],"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":[0.0000934157,0.0001757448,0.0006009184,0.00007971431,0.00003673465,0.0001647731,0.0001163017,0.9132009,0.02924683,0.01605965,0.0006475217,0.03957742],"study_design_scores_gemma":[0.000004548874,0.00001473168,0.0000378021,0.000003368104,0.000002259057,0.000009616328,0.00000642046,0.9980541,0.0008705626,0.0005515111,0.0004425025,0.000002533022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02556141,0.0000537481,0.9700409,0.00007853373,0.0000424846,0.00004934414,0.00003832663,0.0002969559,0.003838305],"genre_scores_gemma":[0.3760399,0.0001335496,0.6135706,0.0001437777,0.00003816182,0.0002733897,0.0001353145,0.0002957308,0.009369619],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00338146,"threshold_uncertainty_score":0.01131213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913021378","doi":"10.1007/s10999-019-09450-4","title":"Nonlinear multibody dynamics and finite element modeling of occupant response: part II—frontal and lateral vehicle collisions","year":2019,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Solid mechanics; Multibody system; Finite element method; Nonlinear system; Structural engineering; Vehicle dynamics; Dynamics (music); Engineering; Physics; Classical mechanics; Aerospace engineering; Acoustics","authors":[{"name":"Mo Gabriel Shi","is_ca":true},{"name":"Mohamed T. Z. Hassan","is_ca":true},{"name":"S. A. Meguid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02623595807909431,"gpt":0.3001368939569277,"spread":0.2739009358778334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001780702,0.0004177916,0.0005074634,0.0003259233,0.0003732216,0.0005327452,0.0008405397,0.0008375495,0.002742796],"category_scores_gemma":[0.0005247373,0.0003520022,0.0006425293,0.0002320994,0.000381285,0.0004357311,0.0005623257,0.0003505896,0.0005822917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002376835,"about_ca_system_score_gemma":0.0004093245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008727681,"about_ca_topic_score_gemma":0.006317884,"domain_scores_codex":[0.9998913,0.00002745851,0.000006618201,0.00001729461,0.00003508746,0.00002219895],"domain_scores_gemma":[0.9998696,0.00005603722,0.00002322877,0.00001448789,0.00002633344,0.00001031929],"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":[0.00005597065,0.00008283642,0.002132402,0.00004303423,0.00002048859,0.0001358434,0.0001057989,0.9806085,0.006395248,0.001394239,0.0003318728,0.008693676],"study_design_scores_gemma":[0.000002313935,0.00001926451,0.00116437,0.000003925168,0.00000276596,0.00001931132,0.00002948205,0.9976619,0.0005001609,0.0002470793,0.0003458855,0.000003426087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5906633,0.001356183,0.3816774,0.0003577519,0.0001651113,0.000172512,0.0003599567,0.0001950404,0.02505286],"genre_scores_gemma":[0.9744514,0.0004992691,0.009052164,0.00004616522,0.00004558388,0.0000929568,0.0001584128,0.00005626095,0.0155978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008727681,"threshold_uncertainty_score":0.01735371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}