{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":479,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":479,"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":"0635fb39db8e","filters":{"topic":"Cellular and Composite Structures"}},"results":[{"id":"W1917020151","doi":"10.1073/pnas.1509120112","title":"Resilient 3D hierarchical architected metamaterials","year":2015,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":697,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Army Research Office; Kavli Nanoscience Institute, California Institute of Technology; Division of Civil, Mechanical and Manufacturing Innovation; National Science Foundation; Advanced Research Projects Agency; Defense Advanced Research Projects Agency; Institute for Collaborative Biotechnologies; California Institute of Technology","keywords":"Metamaterial; Robustness (evolution); Scaling; Computer science; Computation; Stiffness; Fractal; Fabrication; Hierarchy; Biomimetics; Materials science; Parallel computing; Algorithm; Mathematics; Geometry; Artificial intelligence; Optoelectronics; Composite material; Mathematical analysis","authors":[{"name":"Lucas R. Meza","is_ca":false},{"name":"Alex J. Zelhofer","is_ca":false},{"name":"Nigel J. Clarke","is_ca":true},{"name":"Arturo J. Mateos","is_ca":false},{"name":"Dennis M. Kochmann","is_ca":false},{"name":"Julia R. Greer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03154928102714438,"gpt":0.2697420483674608,"spread":0.2381927673403164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009888117,0.0002412126,0.0001594316,0.0001988603,0.0001712332,0.0004171006,0.0003012065,0.0004935288,0.0009400155],"category_scores_gemma":[0.000201634,0.0002173178,0.0003337073,0.0001177567,0.0004244114,0.0002948745,0.0004232571,0.0002855313,0.0002706014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004325659,"about_ca_system_score_gemma":0.0003060665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006460019,"about_ca_topic_score_gemma":0.0009692942,"domain_scores_codex":[0.9999299,0.0000107333,0.000003049792,0.00001367672,0.00002703836,0.00001554717],"domain_scores_gemma":[0.9999121,0.00002434453,0.00001822855,0.00002247611,0.00001096389,0.00001184199],"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":[0.00005047774,0.00003596743,0.0006755753,0.00007382445,0.00002550682,0.0002125594,0.000113719,0.5118521,0.4472731,0.02995176,0.0007102513,0.009025197],"study_design_scores_gemma":[0.00001570042,0.00004371897,0.0006539603,0.000005805424,0.000006922982,0.00009766001,0.00002191266,0.9609398,0.0306538,0.005173043,0.002367548,0.00002025113],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6409897,0.0001982398,0.3431819,0.0002754104,0.00008324969,0.0000441436,0.000338529,0.001371474,0.01351741],"genre_scores_gemma":[0.9357206,0.00008834805,0.06220006,0.00005758685,0.000006886314,0.00005282456,0.00009749849,0.00005141564,0.001724769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009400155,"threshold_uncertainty_score":0.003144681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200565706","doi":"10.1016/j.pmatsci.2021.100918","title":"Properties and applications of additively manufactured metallic cellular materials: A review","year":2021,"lang":"en","type":"review","venue":"Progress in Materials Science","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":587,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Object Research Systems (Canada)","funders":"Università degli Studi di Trento; Ministero dell’Istruzione, dell’Università e della Ricerca; Dipartimenti di Eccellenza","keywords":"Materials science; Nanotechnology; Material properties; Mechanical engineering; Computer science; Manufacturing engineering; Composite material; Engineering","authors":[{"name":"Anton du Plessis","is_ca":true},{"name":"Nima Razavi","is_ca":false},{"name":"M. Benedetti","is_ca":false},{"name":"Simone Murchio","is_ca":false},{"name":"Martin Leary","is_ca":false},{"name":"Marcus Watson","is_ca":false},{"name":"Dhruv Bhate","is_ca":false},{"name":"Filippo Berto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02990124787286686,"gpt":0.2804825429548193,"spread":0.2505812950819525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003899554,0.001100837,0.001093573,0.002909395,0.0003467177,0.001055063,0.0007197212,0.0008676164,0.003610678],"category_scores_gemma":[0.0005479949,0.0003895006,0.0005394259,0.002827502,0.0003676698,0.001308552,0.0005428365,0.001019488,0.00195781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004711222,"about_ca_system_score_gemma":0.0008730216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009108551,"about_ca_topic_score_gemma":0.001539987,"domain_scores_codex":[0.9998102,0.00001861438,0.0000255201,0.00004651996,0.00008096105,0.00001826711],"domain_scores_gemma":[0.9997247,0.0001334451,0.00005007743,0.000008494716,0.00006624528,0.00001701691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004602948,0.0001296858,0.0002578878,0.04399176,0.00008044337,0.0002332239,0.000115327,0.001042663,0.009406129,0.007191496,0.01932983,0.9181756],"study_design_scores_gemma":[0.000004047643,0.0001144219,0.0005669104,0.003495109,0.00009938614,0.000874772,0.0000665262,0.0001466454,0.002222286,0.001417085,0.9909712,0.00002164652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003552444,0.9971651,0.0002473757,0.0001132737,0.0001307316,0.000005705829,0.00003381903,0.00001148084,0.001937265],"genre_scores_gemma":[0.001373877,0.9972991,0.000324396,0.00007275036,0.00008453133,0.00000740331,0.00004267858,0.000002233604,0.0007929953],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003610678,"threshold_uncertainty_score":0.01207888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1866771710","doi":"10.1016/j.actbio.2015.10.048","title":"High-strength porous biomaterials for bone replacement: A strategy to assess the interplay between cell morphology, mechanical properties, bone ingrowth and manufacturing constraints","year":2015,"lang":"en","type":"article","venue":"Acta Biomaterialia","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":576,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal General Hospital; McGill University","funders":"National Institutes of Natural Sciences; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; National Institutes of Health; National Institute for Health and Care Research","keywords":"Materials science; Selective laser melting; Porosity; Truss; Compressive strength; Biomedical engineering; Stiffness; Composite material; Elastic modulus; Scaffold; Structural engineering; Microstructure","authors":[{"name":"Sajad Arabnejad","is_ca":true},{"name":"R. Burnett Johnston","is_ca":true},{"name":"Jenny Ann Pura","is_ca":true},{"name":"Baljinder Singh","is_ca":true},{"name":"Michael Tänzer","is_ca":true},{"name":"Damiano Pasini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0297577203754784,"gpt":0.2545028289749685,"spread":0.2247451085994901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003850299,0.0002891201,0.000192586,0.0002387253,0.0001907528,0.0005337872,0.000179071,0.0004718186,0.0004236],"category_scores_gemma":[0.0002544554,0.0002189783,0.0001288731,0.0001966713,0.0003409653,0.0005423796,0.0002691438,0.0003987152,0.0001170296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002376466,"about_ca_system_score_gemma":0.0003396392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006247259,"about_ca_topic_score_gemma":0.002254563,"domain_scores_codex":[0.9998796,0.00001970448,0.000009809584,0.00002044454,0.00004779444,0.00002263665],"domain_scores_gemma":[0.9997695,0.00008961139,0.00006912663,0.00002323991,0.00002393972,0.00002460605],"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":[0.00001464372,0.00001087971,0.0001011685,0.00001064807,0.000001369682,0.000006588652,0.000008319706,0.00009123918,0.9990989,0.00008662217,0.000003761569,0.000565818],"study_design_scores_gemma":[0.000006820702,0.00008589851,0.001763741,0.00000307044,0.000009369526,0.00004653154,0.00003278918,0.002233807,0.9952475,0.000101557,0.000463481,0.00000548666],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666424,0.0007731888,0.03113112,0.0000633969,0.00001246493,0.00005953033,0.0001493642,0.0000344611,0.001133962],"genre_scores_gemma":[0.9737949,0.0007682013,0.0242562,0.00004234078,0.000006294847,0.00006441597,0.0001168181,0.00002458384,0.0009262172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006247259,"threshold_uncertainty_score":0.002036273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111659113","doi":"10.1088/0957-4484/20/6/065709","title":"Effective elastic mechanical properties of single layer graphene sheets","year":2009,"lang":"en","type":"article","venue":"Nanotechnology","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":514,"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":"","keywords":"Materials science; Graphene; Auxetics; Shear modulus; Timoshenko beam theory; Truss; Composite material; Bending; Elastic modulus; Finite element method; Modulus; Mechanics; Structural engineering; Nanotechnology; Physics","authors":[{"name":"Fabrizio Scarpa","is_ca":false},{"name":"Sondipon Adhikari","is_ca":false},{"name":"A. Srikantha Phani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006237742741051636,"gpt":0.1812879066626943,"spread":0.1750501639216427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001548347,0.0003890894,0.0001765654,0.0008543574,0.0001569181,0.0003645103,0.0003224122,0.0003573038,0.001600553],"category_scores_gemma":[0.0005807652,0.0001468931,0.0001828847,0.0003732284,0.0003807679,0.0005283558,0.0002095827,0.0001868346,0.0002332748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001459344,"about_ca_system_score_gemma":0.00009464259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002005262,"about_ca_topic_score_gemma":0.0002069814,"domain_scores_codex":[0.9999101,0.0000104376,0.000004505376,0.00001467121,0.00004714613,0.00001301583],"domain_scores_gemma":[0.9998512,0.0000726244,0.00002600424,0.00002084984,0.00002027202,0.00000899744],"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":[0.0001201362,0.00008606603,0.002967577,0.0005116366,0.00007234662,0.0007854265,0.0002099801,0.3504968,0.5002233,0.07587665,0.0006005971,0.06804948],"study_design_scores_gemma":[0.00001781122,0.0001390967,0.01110293,0.00005185946,0.0000399014,0.0006253056,0.0001275659,0.8129669,0.113205,0.05748129,0.004167084,0.0000751644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9352408,0.001860724,0.04555733,0.0001385754,0.00004526334,0.00002007396,0.0002978692,0.0001182823,0.01672093],"genre_scores_gemma":[0.9942231,0.0007223953,0.003139059,0.00001771862,0.0000130812,0.00001189019,0.0001196873,0.00001106927,0.00174208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001600553,"threshold_uncertainty_score":0.005354404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2731639076","doi":"10.1016/j.jmps.2017.07.003","title":"Elastic and failure response of imperfect three-dimensional metallic lattices: the role of geometric defects induced by Selective Laser Melting","year":2017,"lang":"en","type":"article","venue":"Journal of the Mechanics and Physics of Solids","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":494,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Technische Universität Berlin; China Scholarship Council","keywords":"Materials science; Waviness; Selective laser melting; Compression (physics); Geometry; Mechanics; Composite material; Microstructure; Mathematics; Physics","authors":[{"name":"Lu Liu","is_ca":true},{"name":"Paul H. Kamm","is_ca":false},{"name":"Francisco García‐Moreno","is_ca":false},{"name":"John Banhart","is_ca":false},{"name":"Damiano Pasini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006440217961497125,"gpt":0.2055451430724779,"spread":0.1991049251109808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001905706,0.0001428668,0.0001823282,0.0002302273,0.0002209748,0.0003330333,0.0004436131,0.0003714747,0.001972153],"category_scores_gemma":[0.0006988895,0.0001767622,0.0001339692,0.0001271023,0.0007369986,0.0002634879,0.0003103243,0.0003201594,0.0002174304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002241444,"about_ca_system_score_gemma":0.0001690224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007906989,"about_ca_topic_score_gemma":0.0008297398,"domain_scores_codex":[0.9999105,0.00001052548,0.000003905082,0.00001256917,0.00002742577,0.00003513367],"domain_scores_gemma":[0.999663,0.0001162175,0.00007889183,0.00004901827,0.00005034671,0.00004264532],"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":[0.0008179287,0.0001209251,0.003693861,0.0000613525,0.00002358731,0.0004143612,0.0002082952,0.03786294,0.9509896,0.001594083,0.0002665539,0.003946449],"study_design_scores_gemma":[0.00005452865,0.0003917625,0.02261474,0.00001386659,0.00002747571,0.0003000206,0.0005246848,0.4333381,0.5403038,0.00180278,0.0005624592,0.00006586387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988443,0.00003682814,0.0006341329,0.00003640193,0.000005058389,0.000001468086,0.00001281422,0.00001991103,0.000409148],"genre_scores_gemma":[0.9997825,0.000009726001,0.00004819909,0.0000034432,9.685261e-7,7.803164e-7,0.000006591815,0.00000495738,0.0001427754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001972153,"threshold_uncertainty_score":0.006597459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2523700440","doi":"10.1016/j.eml.2016.09.001","title":"Bistable auxetic mechanical metamaterials inspired by ancient geometric motifs","year":2016,"lang":"en","type":"article","venue":"Extreme Mechanics Letters","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":453,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Auxetics; Metamaterial; Bistability; Finite element method; Cloak; Multivibrator; Set (abstract data type); Tensegrity","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01125758230646588,"gpt":0.1762182913237912,"spread":0.1649607090173253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007303554,0.0001592307,0.0001483314,0.0002486112,0.0002636822,0.0004575588,0.0003964907,0.0004405908,0.001913353],"category_scores_gemma":[0.0002896371,0.000132438,0.0001051047,0.0001429402,0.0006602744,0.0004860114,0.0003615326,0.0004602162,0.0004007474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002102835,"about_ca_system_score_gemma":0.0001101515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006452719,"about_ca_topic_score_gemma":0.0002004849,"domain_scores_codex":[0.999952,0.000009632573,0.000001753553,0.00001131598,0.00001501163,0.00001032893],"domain_scores_gemma":[0.9999343,0.00001528875,0.00001434499,0.00001613499,0.000008956836,0.00001106883],"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":[0.00007076197,0.00003426704,0.0004180851,0.00008882432,0.00001266193,0.0003004683,0.0001593779,0.009036149,0.5373307,0.4290732,0.0006186099,0.0228569],"study_design_scores_gemma":[0.0001001373,0.0004020871,0.004025424,0.00005594928,0.00004643546,0.002227581,0.0003415676,0.2846643,0.2569429,0.4093634,0.04171998,0.0001101644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8139718,0.0009555629,0.1223293,0.0007633662,0.0004063325,0.00003020074,0.00006413025,0.0004298818,0.06104949],"genre_scores_gemma":[0.9768426,0.0002172322,0.01733751,0.0001109041,0.00003403322,0.000014104,0.00002670694,0.00003900774,0.005377863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001913353,"threshold_uncertainty_score":0.006400764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1882735753","doi":"10.1002/adma.201502809","title":"Snapping Mechanical Metamaterials under Tension","year":2015,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":444,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Materials science; Metamaterial; Composite material; Tension (geology); Nanotechnology; Compression (physics); Optoelectronics","authors":[{"name":"Ahmad Rafsanjani","is_ca":true},{"name":"Abdolhamid Akbarzadeh","is_ca":true},{"name":"Damiano Pasini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01656664442762183,"gpt":0.226306724457208,"spread":0.2097400800295862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001050326,0.0002549906,0.0001575601,0.0001559166,0.0001560637,0.0002612922,0.00030551,0.0003893131,0.001202965],"category_scores_gemma":[0.0003054246,0.0001349253,0.0001179394,0.000125692,0.0002607462,0.0003687308,0.0003477932,0.0002869769,0.0003642765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366242,"about_ca_system_score_gemma":0.0001040226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008207376,"about_ca_topic_score_gemma":0.0001612858,"domain_scores_codex":[0.9999179,0.00001042011,0.00000423316,0.00002084841,0.00002799089,0.00001851022],"domain_scores_gemma":[0.9998467,0.00004379192,0.00004148003,0.00002376409,0.0000195327,0.00002473088],"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":[0.00003549201,0.000005730536,0.00005889901,0.00002374036,0.000002274846,0.0001032508,0.00001959913,0.0003698001,0.9953329,0.001136847,0.0001118648,0.002799663],"study_design_scores_gemma":[0.00001629937,0.0002341559,0.0007586399,0.00001275633,0.000008313123,0.0003040282,0.00003377373,0.009182661,0.9848125,0.001202964,0.003419094,0.00001469362],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443513,0.0006197274,0.04003777,0.0001979115,0.0001185474,0.0000498727,0.000144421,0.0005380004,0.01394242],"genre_scores_gemma":[0.9874878,0.0002552192,0.007952333,0.0001033301,0.00001290269,0.0000438455,0.00006834636,0.00002754609,0.004048678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001202965,"threshold_uncertainty_score":0.004024327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738397520","doi":"10.1115/1.4037305","title":"A Survey of Modeling of Lattice Structures Fabricated by Additive Manufacturing","year":2017,"lang":"en","type":"article","venue":"Journal of Mechanical Design","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":327,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fabrication; Lattice (music); Computer science; Mechanical engineering; Engineering; Materials science; Physics","authors":[{"name":"Guoying Dong","is_ca":true},{"name":"Yunlong Tang","is_ca":true},{"name":"Yaoyao Fiona Zhao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03310485816257516,"gpt":0.2480185582676417,"spread":0.2149137001050665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006173439,0.001209132,0.001353708,0.001572726,0.0005850195,0.001503295,0.002559148,0.001626783,0.00319627],"category_scores_gemma":[0.001050353,0.0008469897,0.001819437,0.002153765,0.0006332521,0.001531314,0.0006153531,0.000956246,0.001689715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082091,"about_ca_system_score_gemma":0.001349033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004041403,"about_ca_topic_score_gemma":0.002296644,"domain_scores_codex":[0.999505,0.00009291468,0.00004669928,0.00005641867,0.0002603564,0.00003854548],"domain_scores_gemma":[0.9995384,0.0001919413,0.00004804782,0.00007710821,0.0001267033,0.00001788966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003580786,0.00009698403,0.001448139,0.002276617,0.00008994938,0.0003076872,0.0001627683,0.7483926,0.01033835,0.1084699,0.005089129,0.1232921],"study_design_scores_gemma":[0.00001176173,0.00006772229,0.0005146784,0.0004251557,0.00004588743,0.0003489409,0.00005280332,0.8668013,0.005844347,0.02084155,0.1049877,0.00005816176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01775607,0.0641387,0.8451394,0.0008195352,0.0005434597,0.0001696537,0.001395214,0.00119147,0.06884647],"genre_scores_gemma":[0.2530679,0.1710911,0.5462665,0.0004601299,0.0005742964,0.000870168,0.003646975,0.0009008485,0.02312212],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004041403,"threshold_uncertainty_score":0.0106926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3026234800","doi":"10.1016/j.ijmecsci.2020.105735","title":"Mechanical properties and energy absorption capabilities of functionally graded lattice structures: Experiments and simulations","year":2020,"lang":"en","type":"article","venue":"International Journal of Mechanical Sciences","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":314,"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":"Science and Technology Commission of Shanghai Municipality; National Natural Science Foundation of China","keywords":"Materials science; Lattice (music); Selective laser sintering; Composite material; Sintering; Acoustics; Physics","authors":[{"name":"Long Bai","is_ca":false},{"name":"Cheng Gong","is_ca":false},{"name":"Xiaohong Chen","is_ca":false},{"name":"Yuanxi Sun","is_ca":false},{"name":"Liming Xin","is_ca":true},{"name":"Huayan Pu","is_ca":false},{"name":"Yan Peng","is_ca":false},{"name":"Jun Luo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03478811186201772,"gpt":0.2469374660423614,"spread":0.2121493541803437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003095599,0.0003226145,0.0003703102,0.0004450618,0.0004606979,0.0006312792,0.000753338,0.0008256669,0.002508049],"category_scores_gemma":[0.0008895348,0.000340815,0.0003569329,0.0004207772,0.001065553,0.0006282275,0.0002951926,0.0004776409,0.0002396763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000659547,"about_ca_system_score_gemma":0.000436109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003714294,"about_ca_topic_score_gemma":0.00315451,"domain_scores_codex":[0.9998955,0.00001445459,0.000003474011,0.00001538991,0.00003132974,0.0000398562],"domain_scores_gemma":[0.9994668,0.0002705688,0.00007535583,0.00005624966,0.00007653573,0.00005459208],"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":[0.0005664236,0.0005708319,0.003405628,0.0002195026,0.00004776209,0.0002732338,0.0002488285,0.899438,0.07191793,0.01609314,0.001345194,0.005873535],"study_design_scores_gemma":[0.0001002875,0.000171446,0.001571175,0.00001218633,0.00001702504,0.00002231934,0.00009084697,0.9843082,0.01164363,0.001693036,0.0003455933,0.0000243628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930283,0.0001369432,0.001530114,0.0001169501,0.00001781677,0.00001251508,0.000157038,0.0000430813,0.00495723],"genre_scores_gemma":[0.9987342,0.0000435212,0.0007037594,0.00001336517,0.000003643992,0.000011593,0.00005081462,0.000009719564,0.0004292944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003714294,"threshold_uncertainty_score":0.008390248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2796424660","doi":"10.1016/j.compstruct.2018.04.002","title":"3D printed architected polymeric sandwich panels: Energy absorption and structural performance","year":2018,"lang":"en","type":"article","venue":"Composite Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":305,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Auxetics; Sandwich-structured composite; Materials science; Sandwich panel; Finite element method; Homogenization (climate); Design for manufacturability; Composite material; Structural engineering; Polylactic acid; Fused deposition modeling; Mechanical engineering; 3D printing; Core (optical fiber); Polymer; Engineering","authors":[{"name":"Hamidreza Yazdani Sarvestani","is_ca":true},{"name":"A.H. Akbarzadeh","is_ca":true},{"name":"H. Niknam","is_ca":true},{"name":"K. Hermenean","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004922688154855879,"gpt":0.1934631207767593,"spread":0.1885404326219034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001639374,0.0002710921,0.0001768023,0.0002685369,0.0001373203,0.0003982178,0.0002826464,0.0006035423,0.001828105],"category_scores_gemma":[0.0002714391,0.000202016,0.0002418484,0.0002389458,0.0002090184,0.0002740677,0.0002399756,0.0003178935,0.0005089437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001707462,"about_ca_system_score_gemma":0.00008801701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001998678,"about_ca_topic_score_gemma":0.0005925812,"domain_scores_codex":[0.9998288,0.00002180163,0.000006182916,0.00002811049,0.00008611347,0.00002896826],"domain_scores_gemma":[0.9997576,0.0000715881,0.00004729091,0.00002949418,0.0000683434,0.00002575142],"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":[0.00009132407,0.00003913423,0.0003270905,0.00002860286,0.000008656417,0.00005154449,0.00003023424,0.005368783,0.9898635,0.0001729772,0.0001244059,0.003893856],"study_design_scores_gemma":[0.000006937029,0.0001875001,0.001972466,0.000004756805,0.0000138224,0.00006369107,0.00002590054,0.01543559,0.9817161,0.00007330412,0.0004875402,0.00001241284],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891281,0.0003428457,0.007786309,0.00003520103,0.00003791416,0.000004226938,0.00009903011,0.0001484606,0.002417921],"genre_scores_gemma":[0.9944997,0.0001108415,0.003549814,0.00001511048,0.000004808321,0.000005323504,0.00005484679,0.00001727439,0.001742313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001828105,"threshold_uncertainty_score":0.006115615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604849113","doi":"10.1016/j.matdes.2017.04.009","title":"Porous scaffold internal architecture design based on minimal surfaces: A compromise between permeability and elastic properties","year":2017,"lang":"en","type":"article","venue":"Materials & Design","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":280,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Porosity; Materials science; Stiffness; Permeability (electromagnetism); Scaffold; Composite material; Biomedical engineering; Membrane; Engineering","authors":[{"name":"Hossein Montazerian","is_ca":true},{"name":"Elham Davoodi","is_ca":false},{"name":"Mitra Asadi‐Eydivand","is_ca":false},{"name":"Javad Kadkhodapour","is_ca":false},{"name":"Mehran Solati‐Hashjin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02767716949798697,"gpt":0.2138566609079514,"spread":0.1861794914099644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002412694,0.0004131422,0.000366128,0.0003671299,0.0002675397,0.0008178778,0.0003811578,0.0005057204,0.0008258947],"category_scores_gemma":[0.0007163904,0.0002324143,0.0002051653,0.0001768596,0.0003641408,0.0005588492,0.0005890847,0.0003305275,0.0003143361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002037208,"about_ca_system_score_gemma":0.0003430244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001252811,"about_ca_topic_score_gemma":0.0004050856,"domain_scores_codex":[0.9998553,0.00001989985,0.000007781093,0.00003112698,0.00005301811,0.00003290738],"domain_scores_gemma":[0.9997064,0.00009395097,0.00006900608,0.00003822409,0.000060224,0.00003214953],"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":[0.0002211631,0.0001074559,0.001319384,0.0002733347,0.00003250271,0.0001197702,0.0001011272,0.09848337,0.8326324,0.02117114,0.0004072508,0.04513123],"study_design_scores_gemma":[0.00006311519,0.00111508,0.002679642,0.00005847425,0.0001354699,0.0007505679,0.0001607371,0.479597,0.4933408,0.01359227,0.008456352,0.00005041161],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5411105,0.0002754789,0.4464304,0.0001191034,0.0000283253,0.00003739746,0.00006388559,0.0004569108,0.01147811],"genre_scores_gemma":[0.9490896,0.0001162594,0.04958023,0.00001897491,0.000009481977,0.00003207684,0.0000402112,0.00005150248,0.001061735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008258947,"threshold_uncertainty_score":0.002762854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160440875","doi":"10.1016/j.ijsolstr.2005.07.045","title":"The compressive and shear responses of corrugated and diamond lattice materials","year":2005,"lang":"en","type":"article","venue":"International Journal of Solids and Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":261,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Office of Naval Research; Cambridge Trust; Cambridge Commonwealth Trust; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Materials science; Diamond; Transverse plane; Compressive strength; Shear (geology); Composite material; Brazing; Finite element method; Honeycomb structure; Structural engineering; Engineering","authors":[{"name":"François Côté","is_ca":false},{"name":"V.S. Deshpande","is_ca":false},{"name":"N.A. Fleck","is_ca":false},{"name":"A.G. Evans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005626425794508954,"gpt":0.2350133764640701,"spread":0.2293869506695611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002380314,0.0002443875,0.0001932819,0.0004536227,0.0002350823,0.0003076225,0.0002316018,0.0003109489,0.00261651],"category_scores_gemma":[0.0007938142,0.0001687193,0.0001066045,0.0003227197,0.0004436596,0.0002306606,0.0001709729,0.0003169306,0.0002306817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002674724,"about_ca_system_score_gemma":0.0002103108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001354258,"about_ca_topic_score_gemma":0.003138524,"domain_scores_codex":[0.9997575,0.00002684085,0.00000882554,0.00003439217,0.0001176961,0.00005469636],"domain_scores_gemma":[0.9994476,0.0002002554,0.00007776908,0.00003390992,0.0001828298,0.00005747012],"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":[0.0003009523,0.00003228934,0.0009039477,0.00005135011,0.000007045638,0.00005134272,0.00007214656,0.001508302,0.9941285,0.0003839108,0.0001420935,0.002418382],"study_design_scores_gemma":[0.00001776054,0.0004362916,0.01184793,0.000008141541,0.000015045,0.0001080473,0.000262694,0.009811769,0.97618,0.0001318727,0.001155134,0.00002527649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979773,0.0002355042,0.0002145523,0.00002449334,0.00001576645,0.000005547128,0.00007693764,0.00001649225,0.001433276],"genre_scores_gemma":[0.9987271,0.00008426325,0.000251055,0.00001391031,0.000004179502,0.000004361028,0.0001067011,0.00000344969,0.0008049302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00261651,"threshold_uncertainty_score":0.008753061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060060505","doi":"10.1002/adma.201304464","title":"Low Porosity Metallic Periodic Structures with Negative Poisson's Ratio","year":2013,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":246,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Rolls-Royce (Canada)","funders":"","keywords":"Auxetics; Porosity; Poisson distribution; Materials science; Poisson's ratio; Aspect ratio (aeronautics); Metal; Simple (philosophy); Nanotechnology; Composite material; Mathematics; Metallurgy; Statistics","authors":[{"name":"Michael Taylor","is_ca":false},{"name":"L. Francesconi","is_ca":false},{"name":"M. Gerendás","is_ca":false},{"name":"Ali Shanian","is_ca":true},{"name":"Carl Carson","is_ca":true},{"name":"Katia Bertoldi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002920779273632885,"gpt":0.1803748528158699,"spread":0.1774540735422371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008538777,0.0001297282,0.0001384231,0.0001525891,0.0001621183,0.0003480811,0.0002328626,0.0002300178,0.00053579],"category_scores_gemma":[0.0002633264,0.0001646957,0.00006300084,0.0001059886,0.0002733076,0.0001453397,0.0002664388,0.0001784909,0.0001868884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992629,"about_ca_system_score_gemma":0.0001101827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001318022,"about_ca_topic_score_gemma":0.0003442759,"domain_scores_codex":[0.9999325,0.000007143982,0.000003685679,0.00001650585,0.00002606589,0.00001401346],"domain_scores_gemma":[0.9998802,0.00003098683,0.00003849458,0.00001853324,0.00001637295,0.00001548032],"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":[0.00005461328,0.0000138444,0.0002396599,0.00005536898,0.000002871003,0.0001198393,0.00004812513,0.0007852105,0.9922083,0.002975675,0.0001411824,0.003355278],"study_design_scores_gemma":[0.00003454064,0.0001874345,0.002091964,0.000009392642,0.00001075604,0.0004375952,0.00003956536,0.01200195,0.9802408,0.0010749,0.003856533,0.00001447395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868999,0.0001840651,0.007534667,0.00006790778,0.00002668007,0.000009512274,0.00005020297,0.000156087,0.005070913],"genre_scores_gemma":[0.9943128,0.00006418431,0.004537904,0.00001480487,0.000004121606,0.00001116916,0.00003062574,0.00001352168,0.001010876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00053579,"threshold_uncertainty_score":0.001792371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754513039","doi":"10.1016/j.actbio.2017.09.013","title":"Mechanical characterization of structurally porous biomaterials built via additive manufacturing: experiments, predictive models, and design maps for load-bearing bone replacement implants","year":2017,"lang":"en","type":"article","venue":"Acta Biomaterialia","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":243,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Materials science; Porosity; Stiffness; Compressive strength; Load bearing; Elastic modulus; Biomedical engineering; Context (archaeology); Modulus; Porous medium; Composite material; Engineering","authors":[{"name":"David Melancon","is_ca":true},{"name":"Z. Shaghayegh Bagheri","is_ca":true},{"name":"R. Burnett Johnston","is_ca":true},{"name":"L. Liu","is_ca":true},{"name":"Michael Tänzer","is_ca":true},{"name":"Damiano Pasini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02353825526968849,"gpt":0.2459820966091838,"spread":0.2224438413394953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000388639,0.000287169,0.0001845354,0.0003855575,0.0001345182,0.0003676085,0.0003081611,0.0004046045,0.0005056759],"category_scores_gemma":[0.0005910038,0.0002126176,0.0002595781,0.0002582328,0.0003606538,0.000287206,0.0001724987,0.0002385308,0.00009057098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414254,"about_ca_system_score_gemma":0.000208083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004404795,"about_ca_topic_score_gemma":0.00103089,"domain_scores_codex":[0.9997975,0.00001822855,0.00001379731,0.00002941693,0.0001226255,0.00001835369],"domain_scores_gemma":[0.9995931,0.0001846102,0.00007571228,0.00006634428,0.00006600827,0.00001431102],"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":[0.0001837641,0.0001312905,0.002607764,0.0000968306,0.00001088209,0.00006751013,0.0001210178,0.06898578,0.9097488,0.0005608707,0.00008528173,0.01740025],"study_design_scores_gemma":[0.00001276583,0.0004798895,0.01074097,0.000008520861,0.0000337103,0.0001004814,0.00007326291,0.278721,0.7088247,0.0003244203,0.0006500422,0.00003022977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97627,0.0001751166,0.02276984,0.00002545528,0.000008558174,0.00001428912,0.0001091341,0.00009547092,0.000531994],"genre_scores_gemma":[0.9958128,0.00006704724,0.00394828,0.000002911808,0.000001855251,0.00000726054,0.00003372093,0.00000572424,0.0001202853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005056759,"threshold_uncertainty_score":0.002055347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051328089","doi":"10.1016/s0020-7403(99)00021-1","title":"A continuum plasticity model for the constitutive and indentation behaviour of foamed metals","year":2000,"lang":"en","type":"article","venue":"International Journal of Mechanical Sciences","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":231,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Indentation; Materials science; Compressibility; Plasticity; Composite material; Compression (physics); Yield surface; Yield (engineering); Aluminium; Metal foam; Ultimate tensile strength; Displacement (psychology); Finite element method; Constitutive equation; Structural engineering; Mechanics","authors":[{"name":"Ronald E. Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01730846106250428,"gpt":0.2750305965309799,"spread":0.2577221354684757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002584045,0.0004234718,0.0006558432,0.0007339341,0.0004864371,0.0008402654,0.00202618,0.002685522,0.002493154],"category_scores_gemma":[0.001079818,0.0004671316,0.0006895501,0.0005176589,0.001056653,0.001330075,0.000638602,0.0009022859,0.0007695991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000578472,"about_ca_system_score_gemma":0.0006573817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004755511,"about_ca_topic_score_gemma":0.003761961,"domain_scores_codex":[0.9997855,0.00004367497,0.0000120195,0.00003599158,0.00009313639,0.00002976869],"domain_scores_gemma":[0.9997862,0.00007732794,0.00002892572,0.00004029266,0.0000485061,0.00001873468],"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":[0.00004866897,0.0001163822,0.0003437907,0.00009149518,0.00001807097,0.0003569301,0.0001463707,0.8722394,0.01780817,0.09742992,0.001244887,0.0101559],"study_design_scores_gemma":[0.000005674237,0.00001012294,0.0001051512,0.000004905162,0.000003083873,0.00004310276,0.000008395093,0.9920318,0.000437128,0.006604821,0.0007383667,0.000007548731],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08977853,0.0022264,0.8741221,0.00151333,0.0003401803,0.0001224336,0.0003221684,0.0005807526,0.03099412],"genre_scores_gemma":[0.9265035,0.001198451,0.04233278,0.0002766608,0.0001367404,0.0001773561,0.0001666868,0.0001650054,0.02904294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004755511,"threshold_uncertainty_score":0.009455621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2811388867","doi":"10.1115/1.4040555","title":"A 149 Line Homogenization Code for Three-Dimensional Cellular Materials Written in matlab","year":2018,"lang":"en","type":"article","venue":"Journal of Engineering Materials and Technology","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":230,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Homogenization (climate); Anisotropy; Scripting language; MATLAB; Computer science; Network topology; Void (composites); Topology (electrical circuits); Voxel; Materials science; Computational science; Algorithm; Composite material; Mathematics; Physics; Artificial intelligence; Optics","authors":[{"name":"Guoying Dong","is_ca":true},{"name":"Yunlong Tang","is_ca":true},{"name":"Yaoyao Fiona Zhao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004564052482929203,"gpt":0.1886858969452466,"spread":0.1841218444623174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006311163,0.001258869,0.0006517837,0.0009127154,0.0005008446,0.0008675928,0.001847086,0.0009317389,0.07944904],"category_scores_gemma":[0.002182595,0.0006625617,0.0009139773,0.0005823041,0.0004047062,0.00079149,0.001115515,0.001482127,0.02898782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005644522,"about_ca_system_score_gemma":0.0009884146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276688,"about_ca_topic_score_gemma":0.001307631,"domain_scores_codex":[0.9995988,0.0000470111,0.00005439774,0.0000769969,0.0001702424,0.00005251334],"domain_scores_gemma":[0.9990531,0.0003980148,0.00007901154,0.0001350386,0.0002964933,0.00003842432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006067517,0.0003520385,0.004054201,0.002568317,0.0002171028,0.002204349,0.001089329,0.151365,0.1102665,0.06350308,0.1812948,0.4824785],"study_design_scores_gemma":[0.0002967757,0.0001379863,0.001299625,0.0003013411,0.00006317086,0.001512933,0.000105324,0.4730585,0.100488,0.02100843,0.401592,0.0001358741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002968323,0.0001339605,0.9270498,0.00008748507,0.00009374729,0.000165718,0.00241659,0.0565629,0.01052153],"genre_scores_gemma":[0.05819196,0.0004377984,0.8693629,0.0002919571,0.00006095394,0.001576233,0.009004175,0.03155622,0.02951777],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07944904,"threshold_uncertainty_score":0.2657835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203947602","doi":"10.1016/j.engreg.2021.09.004","title":"Application of TPMS structure in bone regeneration","year":2021,"lang":"en","type":"article","venue":"Engineered Regeneration","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":168,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Regeneration (biology); Process (computing); Porosity; Computer science; Biomedical engineering; Nanotechnology; Materials science; Engineering; Cell biology; Composite material; Biology","authors":[{"name":"Zhifei Dong","is_ca":true},{"name":"Xin Zhao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002752771409588865,"gpt":0.1733173016796666,"spread":0.1705645302700777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009482687,0.0002017796,0.000120062,0.0002788951,0.0001510346,0.0002229735,0.0001646236,0.0003554108,0.0007719565],"category_scores_gemma":[0.0001736363,0.000083341,0.0001806934,0.0001742367,0.0002604398,0.0002535629,0.0002021807,0.0002560425,0.0001898649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844837,"about_ca_system_score_gemma":0.0001684695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002634824,"about_ca_topic_score_gemma":0.0006268483,"domain_scores_codex":[0.999922,0.00001169505,0.000004895395,0.00001787895,0.00003344314,0.000009962377],"domain_scores_gemma":[0.999928,0.00002743952,0.00002137261,0.000005173454,0.00001033039,0.000007687662],"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":[0.00006351817,0.00002515761,0.0002779834,0.001006473,0.00001694306,0.0004093838,0.00007754183,0.001853734,0.9356285,0.004230474,0.0003968535,0.05601348],"study_design_scores_gemma":[0.00001095804,0.0005456738,0.001586418,0.00008020877,0.00004034193,0.001230717,0.00006641822,0.003638306,0.9531555,0.001162417,0.0384665,0.0000166757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7700564,0.1396234,0.06417165,0.0008909205,0.0003833844,0.0001130339,0.0002728165,0.0004188107,0.02406963],"genre_scores_gemma":[0.9563678,0.02584275,0.01448316,0.0001386596,0.00007222367,0.00004269055,0.00007717517,0.00001602839,0.002959592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007719565,"threshold_uncertainty_score":0.00258249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965247263","doi":"10.1016/j.cma.2012.03.018","title":"Stiffness and strength of tridimensional periodic lattices","year":2012,"lang":"en","type":"article","venue":"Computer Methods in Applied Mechanics and Engineering","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":163,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Stiffness; Buckling; Lattice (music); Hinge; Polyhedron; Structural engineering; Solver; Finite element method; Topology (electrical circuits); Geometry; Mathematics; Physics; Engineering; Mathematical optimization","authors":[{"name":"Andrea Vigliotti","is_ca":true},{"name":"Damiano Pasini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01107307568244306,"gpt":0.24650096721931,"spread":0.235427891536867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004492341,0.0002710143,0.0003135417,0.0009872735,0.0003808317,0.00114891,0.0006993848,0.0007253914,0.002643636],"category_scores_gemma":[0.002494168,0.0003817478,0.0001515382,0.0004006815,0.001402313,0.001117346,0.0009690856,0.0006453672,0.0003200907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672995,"about_ca_system_score_gemma":0.0003501019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005568134,"about_ca_topic_score_gemma":0.0008865881,"domain_scores_codex":[0.9998,0.00004456371,0.0000107999,0.00003586348,0.0000826291,0.00002606696],"domain_scores_gemma":[0.9986209,0.0006681804,0.0002620473,0.0001201297,0.0001483384,0.0001805248],"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":[0.000308757,0.0002638797,0.003864582,0.0002046999,0.00006054524,0.0005071629,0.0003817526,0.4990272,0.0644223,0.4085686,0.001252663,0.02113789],"study_design_scores_gemma":[0.00003533036,0.00005544639,0.002687272,0.00002181228,0.00001234032,0.0002200076,0.0001626341,0.866641,0.006150197,0.1230524,0.0008902196,0.00007130663],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926119,0.0007217086,0.04902633,0.000536765,0.0000903765,0.0000151741,0.0001803872,0.00009315674,0.02321712],"genre_scores_gemma":[0.9904913,0.000200285,0.00510483,0.00004915806,0.00002687328,0.00002148007,0.00005151004,0.00002674585,0.004027693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002643636,"threshold_uncertainty_score":0.008843899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2530298634","doi":"10.1038/srep34924","title":"Structurally Efficient Three-dimensional Metamaterials with Controllable Thermal Expansion","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":155,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"China Scholarship Council","keywords":"Thermal expansion; Metamaterial; Materials science; Fabrication; Negative thermal expansion; Actuator; Structural material; Microelectromechanical systems; Thermal; Stiffness; Computer science; Optoelectronics; Nanotechnology; Composite material; Physics","authors":[{"name":"Hang Xu","is_ca":true},{"name":"Damiano Pasini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004138154611406353,"gpt":0.1735344793485113,"spread":0.169396324737105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001271526,0.0001992019,0.0001158566,0.0001809275,0.0001516506,0.0003590593,0.0002049303,0.0002468765,0.000546244],"category_scores_gemma":[0.0002204033,0.0001858362,0.0001031964,0.0001524893,0.0003383383,0.0002562594,0.0002836285,0.0002759153,0.0002029813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002332437,"about_ca_system_score_gemma":0.0001456384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001196433,"about_ca_topic_score_gemma":0.0003921087,"domain_scores_codex":[0.9999324,0.00001291212,0.00000331512,0.00001004422,0.00002735613,0.00001394873],"domain_scores_gemma":[0.9998751,0.00003363594,0.00003740345,0.00002204574,0.00001632511,0.00001545167],"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":[0.00006368546,0.00002167855,0.0002023391,0.00004606652,0.000004967111,0.00005103225,0.00003701376,0.01121987,0.9740862,0.01071093,0.0001747587,0.003381581],"study_design_scores_gemma":[0.00007040895,0.0002560648,0.001417764,0.00001460137,0.00001233507,0.0002409333,0.00004918901,0.1827095,0.8053765,0.004454137,0.005350822,0.00004789057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322289,0.0002222006,0.05571065,0.0001090474,0.00006015191,0.00001861022,0.00007770929,0.0002735341,0.01129918],"genre_scores_gemma":[0.9773226,0.00006279079,0.02137675,0.00002624559,0.000004843856,0.00002445308,0.00003090022,0.00002630563,0.00112512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000546244,"threshold_uncertainty_score":0.001827359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158487100","doi":"10.1177/1099636214554180","title":"The influence of cell micro-structure on the in-plane dynamic crushing of honeycombs with negative Poisson’s ratio","year":2014,"lang":"en","type":"article","venue":"Journal of Sandwich Structures & Materials","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":151,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Auxetics; Materials science; Honeycomb; Finite element method; Deformation (meteorology); Power law; Composite material; Plateau (mathematics); Poisson's ratio; Square (algebra); Honeycomb structure; Stress (linguistics); Mechanics; Poisson distribution; Structural engineering; Geometry; Physics","authors":[{"name":"Xinchun Zhang","is_ca":false},{"name":"Liqiang An","is_ca":false},{"name":"Haimin Ding","is_ca":false},{"name":"Xiaoyan Zhu","is_ca":false},{"name":"Marwan El‐Rich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.001988144502350325,"gpt":0.1814997813250201,"spread":0.1795116368226698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001781953,0.0002756197,0.0002421571,0.0002437824,0.0001484978,0.0004115629,0.0002476686,0.0002153188,0.000690302],"category_scores_gemma":[0.0005319306,0.0002026853,0.0002173156,0.0001601468,0.0003710533,0.0002863854,0.0002598463,0.0001805353,0.00009541027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001289037,"about_ca_system_score_gemma":0.00009883045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005089683,"about_ca_topic_score_gemma":0.001167209,"domain_scores_codex":[0.9998945,0.00001098757,0.000006046955,0.00001874186,0.00003775626,0.00003185952],"domain_scores_gemma":[0.9996353,0.0001373407,0.0000727667,0.00007158487,0.00005371588,0.00002911774],"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":[0.0001753963,0.00004939342,0.004426861,0.0001257868,0.00002894505,0.0003832135,0.000210296,0.03698719,0.9484674,0.0004290618,0.00005047822,0.008666076],"study_design_scores_gemma":[0.00001473344,0.0005653188,0.02609142,0.0000158841,0.00004908693,0.0003417571,0.0002209665,0.2059378,0.7657928,0.0002331004,0.0007023479,0.00003489169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970013,0.0001101499,0.002362412,0.000006593902,0.000003677603,0.000005260592,0.00002145013,0.00002317625,0.0004658803],"genre_scores_gemma":[0.9990777,0.0000548314,0.0006606863,0.0000026876,7.070784e-7,0.00000252785,0.00001831431,0.000004267768,0.0001782537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000690302,"threshold_uncertainty_score":0.002309322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2608118053","doi":"10.1109/tase.2017.2685643","title":"Lattice Structure Design and Optimization With Additive Manufacturing Constraints","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Automation Science and Engineering","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":149,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Design for manufacturability; Lattice (music); Stiffness; Simulated annealing; Engineering; Mechanical engineering; Manufacturing cost; Mathematical optimization; Manufacturing engineering; Computer science; Structural engineering; Algorithm; Mathematics","authors":[{"name":"Yunlong Tang","is_ca":true},{"name":"Guoying Dong","is_ca":true},{"name":"Qinxue Zhou","is_ca":true},{"name":"Yaoyao Fiona Zhao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007198062372651766,"gpt":0.2006191335273285,"spread":0.1934210711546768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004544691,0.0007695977,0.0006980803,0.0005811442,0.0002896758,0.0005619317,0.0007364984,0.0007538197,0.001889184],"category_scores_gemma":[0.0008449547,0.0004599622,0.0006873994,0.0004462073,0.0004747527,0.0005066721,0.0006072999,0.000675082,0.000256311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005092038,"about_ca_system_score_gemma":0.0007848212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001871802,"about_ca_topic_score_gemma":0.002242666,"domain_scores_codex":[0.9997277,0.00006769012,0.00001148694,0.00005253824,0.0001087446,0.00003193569],"domain_scores_gemma":[0.999694,0.000145403,0.0000465751,0.0000294491,0.00006968479,0.0000148611],"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":[0.00001460735,0.00001816446,0.0002464492,0.0000389943,0.00001406468,0.00003145291,0.00001589703,0.9767651,0.003726843,0.004205447,0.0001881211,0.01473486],"study_design_scores_gemma":[0.000005585035,0.00002184372,0.00004663951,0.000002668867,0.000005039998,0.000009443933,0.000005079033,0.9977862,0.0006904143,0.001012484,0.0004123403,0.000002347114],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03506996,0.0001789334,0.9592571,0.0001064536,0.0000291807,0.00004537262,0.00003951749,0.0001979666,0.005075427],"genre_scores_gemma":[0.5368633,0.0001981637,0.4587629,0.00008691658,0.00001753035,0.0002823843,0.0001299631,0.0001087281,0.003550013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001889184,"threshold_uncertainty_score":0.00632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320522029","doi":"10.1016/j.compositesb.2023.110513","title":"Compressive behavior and deformation mechanisms of rigid polymeric foams: A review","year":2023,"lang":"en","type":"review","venue":"Composites Part B Engineering","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":147,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Research Foundation; University of Windsor","keywords":"Materials science; Split-Hopkinson pressure bar; Composite material; Deformation (meteorology); Dynamic testing; Anisotropy; Characterization (materials science); Strain rate; Structural engineering; Nanotechnology","authors":[{"name":"Foad Rahimidehgolan","is_ca":true},{"name":"William Altenhof","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01930855312749929,"gpt":0.2560472838440189,"spread":0.2367387307165196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005445773,0.001144524,0.001361084,0.00246793,0.0002578906,0.000885229,0.0008791772,0.001082983,0.001744949],"category_scores_gemma":[0.0006389426,0.0004517979,0.0004864898,0.002360603,0.0005349409,0.001416329,0.0006685077,0.0008672816,0.0009638425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003636286,"about_ca_system_score_gemma":0.0009866741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168592,"about_ca_topic_score_gemma":0.001885085,"domain_scores_codex":[0.9998282,0.00001432903,0.0000253679,0.00004693309,0.0000689134,0.00001622198],"domain_scores_gemma":[0.9996636,0.0001664737,0.00006164194,0.00001052089,0.00007828696,0.00001946857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009720394,0.0001298945,0.0003629616,0.02878368,0.0001003629,0.0001508606,0.00008543796,0.0009347976,0.008468961,0.002286627,0.01264975,0.9459495],"study_design_scores_gemma":[0.00002719156,0.0002899089,0.002391805,0.006166799,0.0004304883,0.00172728,0.0001678469,0.0005638139,0.005730644,0.002940141,0.979474,0.0000900736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002972742,0.999016,0.000170651,0.00006952188,0.00006667108,0.000003339068,0.00002191063,0.00000409743,0.0003504824],"genre_scores_gemma":[0.0008078081,0.9984537,0.0002138285,0.00006296038,0.00009358855,0.000004826159,0.00002690568,0.000001005035,0.0003353749],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00246793,"threshold_uncertainty_score":0.00583744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2318223161","doi":"10.1103/physrevlett.113.104301","title":"Optimal Fractal-Like Hierarchical Honeycombs","year":2014,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":146,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Honeycomb; Fractal; Metamaterial; Materials science; Honeycomb structure; Hierarchy; Vertex (graph theory); Hexagonal crystal system; Enhanced Data Rates for GSM Evolution; Base (topology); Topology (electrical circuits); Mathematics; Geometry; Statistical physics; Mathematical analysis; Combinatorics; Physics; Computer science; Composite material","authors":[{"name":"Ramin Oftadeh","is_ca":true},{"name":"Babak Haghpanah","is_ca":true},{"name":"Dominic Vella","is_ca":false},{"name":"Arezki Boudaoud","is_ca":false},{"name":"Ashkan Vaziri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00472779826622742,"gpt":0.2225551233044929,"spread":0.2178273250382655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007599507,0.0001054813,0.0001182492,0.0001970236,0.0001808099,0.0002828082,0.0001723588,0.0002012727,0.000971225],"category_scores_gemma":[0.0002912159,0.0001437619,0.0001136467,0.0000897916,0.0002917211,0.0002396245,0.0002077268,0.0001421579,0.0001811913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877836,"about_ca_system_score_gemma":0.0001169941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002305254,"about_ca_topic_score_gemma":0.0005719147,"domain_scores_codex":[0.9999422,0.000009863257,0.000003105981,0.00001035684,0.00001904067,0.00001537291],"domain_scores_gemma":[0.9998965,0.00002175874,0.00002229887,0.00002038331,0.0000208752,0.00001814114],"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":[0.0001849899,0.0001004477,0.001927926,0.0001928945,0.00004315814,0.0002305002,0.0001468329,0.1410782,0.5928481,0.2292597,0.002020599,0.0319666],"study_design_scores_gemma":[0.0001094569,0.0002878056,0.003819639,0.00002661027,0.00003209805,0.0003438103,0.0001175684,0.7490587,0.1516939,0.08399271,0.0104724,0.00004539631],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8964591,0.0002887236,0.08638956,0.0001087229,0.00004710627,0.00002428405,0.00008509451,0.0001938023,0.0164035],"genre_scores_gemma":[0.9770408,0.00006983966,0.02144454,0.00002694704,0.00000499791,0.0000174866,0.00005167355,0.0000169547,0.001326592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000971225,"threshold_uncertainty_score":0.003249109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810551475","doi":"10.1016/j.msec.2018.06.051","title":"Compressive characteristics of radially graded porosity scaffolds architectured with minimal surfaces","year":2018,"lang":"en","type":"article","venue":"Materials Science and Engineering C","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":134,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Materials science; Porosity; Composite material; Shearing (physics); Perpendicular; Compression (physics); Deformation (meteorology); Deformation mechanism; Bending; Transverse plane; Compressive strength; Context (archaeology); Structural engineering; Geometry; Microstructure; Geology; Engineering","authors":[{"name":"Majid Afshar","is_ca":false},{"name":"Ali Pourkamali Anaraki","is_ca":false},{"name":"Hossein Montazerian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003540673629110803,"gpt":0.170770790532416,"spread":0.1672301169033051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002446099,0.0002393051,0.0001163172,0.0003334466,0.0001577541,0.0003119319,0.0001650796,0.0002721525,0.001702762],"category_scores_gemma":[0.0004256674,0.0001367535,0.00008549418,0.0002585469,0.0003295556,0.0002537886,0.0001543438,0.0002643838,0.000147676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000226111,"about_ca_system_score_gemma":0.000213891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284369,"about_ca_topic_score_gemma":0.003054703,"domain_scores_codex":[0.9997932,0.00001568837,0.00001261075,0.00003239087,0.00009238668,0.00005366603],"domain_scores_gemma":[0.9993304,0.0001907547,0.0001765431,0.00003643563,0.0001440219,0.0001218543],"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":[0.0001757497,0.00002607087,0.0004286763,0.00002032042,0.000002470042,0.00002341393,0.00004122394,0.0006408792,0.9971684,0.0001006194,0.00003698132,0.001335299],"study_design_scores_gemma":[0.0000179677,0.0004094056,0.01105814,0.00001173342,0.00001435283,0.00004899737,0.0001444189,0.009588785,0.9779913,0.00009530027,0.0006000874,0.00001949345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981775,0.0001309402,0.0006039256,0.00001385126,0.000007564398,0.000003846128,0.0001137667,0.0000167867,0.0009318852],"genre_scores_gemma":[0.9989818,0.00005676749,0.0003458062,0.00001026118,0.000003438851,0.000005445307,0.00009440019,0.00000559441,0.0004965141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001702762,"threshold_uncertainty_score":0.005696297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205984416","doi":"10.1088/1361-665x/ac47d6","title":"3D-printed bio-inspired zero Poisson’s ratio graded metamaterials with high energy absorption performance","year":2022,"lang":"en","type":"article","venue":"Smart Materials and Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":133,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Metamaterial; Auxetics; Materials science; Finite element method; Hyperelastic material; Stiffness; Absorption (acoustics); Deformation (meteorology); Poisson's ratio; Composite material; Structural engineering; Poisson distribution; Optoelectronics; Mathematics; Engineering","authors":[{"name":"Ramin Hamzehei","is_ca":true},{"name":"Ali Zolfagharian","is_ca":false},{"name":"Soheil Dariushi","is_ca":false},{"name":"Mahdi Bodaghi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004835795052051279,"gpt":0.1684397288361872,"spread":0.1636039337841359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008989407,0.0002419531,0.0001679446,0.000235121,0.00007497845,0.0003465827,0.0002761848,0.0004161242,0.0004766435],"category_scores_gemma":[0.0001702418,0.0001446677,0.0002072802,0.0001438944,0.0001713123,0.000224579,0.0002113217,0.0002189553,0.0002845486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002039817,"about_ca_system_score_gemma":0.00006064394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009190078,"about_ca_topic_score_gemma":0.0002062849,"domain_scores_codex":[0.9999173,0.000009391744,0.000004388681,0.00001514018,0.00003991196,0.00001380797],"domain_scores_gemma":[0.9998909,0.0000208866,0.00003875934,0.00001919819,0.00001859062,0.00001169503],"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":[0.00001845905,0.00001058103,0.0000811733,0.00004005522,0.000004145125,0.00007867585,0.00001498556,0.00167371,0.9943627,0.0007440354,0.00009058161,0.002880885],"study_design_scores_gemma":[0.000008625632,0.00008510686,0.0007430986,0.000006210653,0.000009333562,0.0001459561,0.0000130614,0.01865681,0.9780526,0.0002853841,0.001978967,0.00001486998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9356056,0.001013917,0.05384718,0.0001204845,0.0001203997,0.0000290397,0.0001174494,0.000623855,0.008522145],"genre_scores_gemma":[0.9796693,0.0001572054,0.01847852,0.00003884865,0.000007893825,0.00001793756,0.0000377223,0.00002763355,0.001564881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004766435,"threshold_uncertainty_score":0.001594603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944052326","doi":"10.1016/j.actamat.2019.04.061","title":"Thermal conductivity of architected cellular metamaterials","year":2019,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":128,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; Université Laval; McGill University","funders":"McGill University","keywords":"Thermal conductivity; Materials science; Metamaterial; Isotropy; Anisotropy; Homogenization (climate); Composite material; Thermal; Optoelectronics; Optics; Physics; Thermodynamics","authors":[{"name":"Armin Mirabolghasemi","is_ca":true},{"name":"A.H. Akbarzadeh","is_ca":true},{"name":"Denis Rodrigue","is_ca":true},{"name":"Daniel Therriault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004800866070728446,"gpt":0.1752734408272099,"spread":0.1704725747564815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001330044,0.000178526,0.000134771,0.0002701707,0.0001915571,0.000752032,0.0002242427,0.0003707196,0.001083236],"category_scores_gemma":[0.0004902607,0.0001519041,0.00008259445,0.0001386962,0.0006419031,0.0003256394,0.0002817707,0.0002537511,0.0002892058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002857737,"about_ca_system_score_gemma":0.0001436833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001593503,"about_ca_topic_score_gemma":0.0002202125,"domain_scores_codex":[0.9999057,0.00002404942,0.000002566764,0.00001978832,0.00002616714,0.00002163635],"domain_scores_gemma":[0.9998292,0.00006596289,0.00002414195,0.00002716447,0.0000354638,0.00001795609],"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":[0.0002448578,0.00005204924,0.001063038,0.0001167748,0.00001566962,0.0002103596,0.0002878114,0.04538744,0.76625,0.1764873,0.0008474711,0.009037154],"study_design_scores_gemma":[0.0000564072,0.0002210136,0.003753304,0.00003616508,0.00002777944,0.0004324744,0.0003524365,0.4777763,0.4528025,0.05906328,0.005402096,0.00007618775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399052,0.0005191657,0.03350454,0.0002244764,0.0001012213,0.00001228951,0.00006752273,0.0001217465,0.02554392],"genre_scores_gemma":[0.9955651,0.0000777893,0.001940867,0.00001962463,0.000008593013,0.000007456532,0.00001745068,0.000009918636,0.002353165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001083236,"threshold_uncertainty_score":0.003623724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043690481","doi":"10.1063/1.2718879","title":"Natrolite: A zeolite with negative Poisson’s ratios","year":2007,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":120,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Auxetics; Zeolite; Orthorhombic crystal system; Aluminosilicate; Poisson's ratio; Materials science; Crystallography; Poisson distribution; Condensed matter physics; Thermodynamics; Crystal structure; Chemistry; Composite material; Physics; Mathematics; Organic chemistry","authors":[{"name":"Joseph N. Grima","is_ca":false},{"name":"Ruben Gatt","is_ca":false},{"name":"Victor A. Zammit","is_ca":false},{"name":"Jennifer J. Williams","is_ca":false},{"name":"K. Evans","is_ca":false},{"name":"Andrew Alderson","is_ca":false},{"name":"Richard I. Walton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003334701645404803,"gpt":0.1868601394748335,"spread":0.1835254378294287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001116925,0.0002350663,0.0001015325,0.0003097015,0.0001238964,0.0004088526,0.0002722883,0.0002619917,0.0006382409],"category_scores_gemma":[0.0002095977,0.0001199797,0.0001097128,0.0001829305,0.000224792,0.0003218729,0.0001838926,0.0001413475,0.0002091081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001962938,"about_ca_system_score_gemma":0.0001130482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003139371,"about_ca_topic_score_gemma":0.0005368139,"domain_scores_codex":[0.9998323,0.00001501933,0.0000119358,0.00003021897,0.00009194086,0.0000186061],"domain_scores_gemma":[0.9998597,0.00002103677,0.00006560097,0.00001120714,0.00002367277,0.00001882138],"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":[0.00008789612,0.000007139668,0.0007601688,0.00006881967,0.000005470342,0.0001189063,0.00001453841,0.0001984879,0.994791,0.001106723,0.00009016529,0.002750723],"study_design_scores_gemma":[0.00001502539,0.0001145138,0.00279919,0.000004334261,0.000007324455,0.0007882045,0.00001810805,0.001256578,0.9868817,0.0002120923,0.00789384,0.000009124642],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798598,0.00109096,0.01174919,0.0001570959,0.00004940623,0.00003681882,0.0004080763,0.0001865091,0.006462126],"genre_scores_gemma":[0.9934747,0.0002869395,0.003144747,0.00002460795,0.000009335129,0.00001038397,0.000250918,0.00001557339,0.002782756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006382409,"threshold_uncertainty_score":0.002135158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2520896311","doi":"10.1016/j.jmbbm.2016.09.018","title":"The relationships between deformation mechanisms and mechanical properties of additively manufactured porous biomaterials","year":2016,"lang":"en","type":"article","venue":"Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":110,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Materials science; Shearing (physics); Composite material; Deformation (meteorology); Porosity; Deformation mechanism; Bending; Structural engineering; Microstructure","authors":[{"name":"Javad Kadkhodapour","is_ca":false},{"name":"Hossein Montazerian","is_ca":true},{"name":"Ali Darabi","is_ca":false},{"name":"A. Zargarian","is_ca":false},{"name":"Siegfried Schmauder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01820885020498617,"gpt":0.2238006408039295,"spread":0.2055917905989433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003248543,0.0001725515,0.00009819121,0.0003020781,0.00009201776,0.0003073007,0.000250746,0.0003118576,0.001223567],"category_scores_gemma":[0.001180892,0.0002515659,0.0001680408,0.0001624731,0.0002501171,0.0004552462,0.0001523782,0.0002666047,0.0001759881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001575402,"about_ca_system_score_gemma":0.000102983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001320135,"about_ca_topic_score_gemma":0.0002557129,"domain_scores_codex":[0.9998127,0.00002991285,0.00002469247,0.00002605094,0.00006980514,0.00003687982],"domain_scores_gemma":[0.9989196,0.0006699277,0.0002245049,0.00006582712,0.00007868848,0.0000414275],"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":[0.0001754381,0.00004431887,0.001766039,0.00002110255,0.000007758842,0.00003207227,0.00002654289,0.0006008627,0.9934624,0.0001920746,0.00001154178,0.00365978],"study_design_scores_gemma":[0.000008082968,0.0003355151,0.02603352,0.000004044135,0.00001962296,0.0001243212,0.00004170391,0.007581455,0.9654292,0.0001272571,0.0002862472,0.000008907271],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979371,0.0002843706,0.001413984,0.00001256749,0.000004062845,0.000005526307,0.00002506932,0.00001133968,0.0003059759],"genre_scores_gemma":[0.9994622,0.00006135612,0.0002987213,0.000004552754,0.000001673522,0.000005124279,0.00001598287,0.000002450739,0.0001479882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001223567,"threshold_uncertainty_score":0.00409323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064935031","doi":"10.1007/bf01183678","title":"Experimental and numerical analyses of bending of foam-filled sections","year":2001,"lang":"en","type":"article","venue":"Acta Mechanica","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":109,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mitel (Canada)","funders":"","keywords":"Materials science; Bending; Metal foam; Composite material; Solid mechanics; Flange; Finite element method; Aluminium; Compression (physics); Structural engineering; Drop (telecommunication); Engineering; Mechanical engineering","authors":[{"name":"Sigit Puji Santosa","is_ca":true},{"name":"John Banhart","is_ca":false},{"name":"Tomasz Wierzbicki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01830247729228429,"gpt":0.2702170605124694,"spread":0.2519145832201851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005227343,0.0004475511,0.00035719,0.0005461237,0.0006192954,0.0002075195,0.0007075479,0.0009471023,0.004515323],"category_scores_gemma":[0.001465597,0.0003700963,0.0003407589,0.0004842957,0.0009367356,0.0003119156,0.0004013907,0.0005209096,0.0004977676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002148568,"about_ca_system_score_gemma":0.0001511298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006247063,"about_ca_topic_score_gemma":0.0007885687,"domain_scores_codex":[0.9995989,0.00007293509,0.00002337807,0.00005005604,0.0001669259,0.00008782269],"domain_scores_gemma":[0.9981074,0.001037657,0.000162156,0.0002797617,0.0003107075,0.0001023165],"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":[0.0005391355,0.0001730954,0.001532154,0.00008805019,0.00001013315,0.0001161116,0.0002900768,0.007100772,0.9850525,0.0003651556,0.0001085124,0.004624335],"study_design_scores_gemma":[0.00005676114,0.001053353,0.02320474,0.0000219309,0.00003362521,0.0003741879,0.0002435567,0.04510684,0.9287089,0.0002743945,0.0008832127,0.00003838208],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944046,0.0001460986,0.003657588,0.00002350193,0.00001230473,0.00001569905,0.0001632627,0.00007189752,0.001504984],"genre_scores_gemma":[0.9977068,0.00006165743,0.001333323,0.000006279337,0.000004665098,0.00001460462,0.0001055252,0.00001273518,0.0007544063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004515323,"threshold_uncertainty_score":0.01510525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111583988","doi":"10.1016/s0997-7538(00)00158-3","title":"Energy absorption of foam-filled circular tubes with braided composite walls","year":2000,"lang":"en","type":"article","venue":"European Journal of Mechanics - A/Solids","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":106,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Tube (container); Deformation (meteorology); Epoxy; Composite number; Core (optical fiber); Tension (geology); Compression (physics); Absorption (acoustics); Metal foam; Volume (thermodynamics); Porosity","authors":[{"name":"Anne-Marie Harte","is_ca":false},{"name":"N.A. Fleck","is_ca":false},{"name":"Michael F. Ashby","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005516637326982112,"gpt":0.1737560049729781,"spread":0.168239367645996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001661539,0.0002212026,0.0003632144,0.0002417405,0.0003396727,0.0003607358,0.0003713964,0.0005146398,0.002070551],"category_scores_gemma":[0.0004664044,0.0001863522,0.0002122938,0.0002267989,0.0003986371,0.0003029818,0.0002673107,0.000224472,0.0002416633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209295,"about_ca_system_score_gemma":0.0001288872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00042469,"about_ca_topic_score_gemma":0.0002996124,"domain_scores_codex":[0.9998523,0.00002504214,0.000003997075,0.00002606554,0.00004303375,0.00004952658],"domain_scores_gemma":[0.9996357,0.0002284643,0.00004305591,0.00001706841,0.00004852971,0.00002723308],"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":[0.001379285,0.00009098518,0.0006838139,0.00007780654,0.00001117003,0.0002341709,0.0001493339,0.007349628,0.9848829,0.0008468059,0.0001075328,0.00418665],"study_design_scores_gemma":[0.00003195057,0.0003608284,0.003456554,0.00001105191,0.00001497183,0.00007897049,0.0001040514,0.04064032,0.9546379,0.0001842107,0.0004600437,0.00001908238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979438,0.0001164588,0.001089473,0.00001180541,0.000007318256,0.000002181017,0.00001353124,0.00001802886,0.0007972505],"genre_scores_gemma":[0.9990101,0.00003289782,0.0003295018,0.000003863738,0.000001985956,0.00000180953,0.00001185845,0.000005539883,0.0006025174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002070551,"threshold_uncertainty_score":0.006926656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1985940728","doi":"10.1016/j.mechmat.2013.03.003","title":"Mechanical properties of hierarchical lattices","year":2013,"lang":"en","type":"article","venue":"Mechanics of Materials","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":103,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Hierarchy; Stiffness; Lattice (music); Materials science; Hierarchical organization; Statistical physics; Hierarchical database model; Topology (electrical circuits); Structural engineering; Computer science; Mathematics; Physics; Combinatorics; Engineering; Data mining; Composite material","authors":[{"name":"Andrea Vigliotti","is_ca":true},{"name":"Damiano Pasini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01055193801353831,"gpt":0.1864904712172774,"spread":0.1759385332037391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002004757,0.0001563745,0.000134174,0.0004919861,0.0003533212,0.0006140586,0.0003080287,0.000273807,0.004416875],"category_scores_gemma":[0.001034611,0.00018759,0.0001005794,0.0002351699,0.0006014867,0.0004278735,0.000311203,0.0002843154,0.0004509099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003048879,"about_ca_system_score_gemma":0.0002088564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007010715,"about_ca_topic_score_gemma":0.0006608592,"domain_scores_codex":[0.9998807,0.00001786611,0.000003453421,0.00001747716,0.00005271614,0.00002777683],"domain_scores_gemma":[0.9995785,0.0001585213,0.00009511991,0.00004757899,0.00005394718,0.00006629202],"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":[0.0003311354,0.0002367707,0.006231355,0.000205534,0.00003786359,0.0003051923,0.0004093694,0.1740978,0.4010544,0.388344,0.003542979,0.02520362],"study_design_scores_gemma":[0.00005707652,0.000186063,0.02073081,0.00003458619,0.00001832205,0.0002051022,0.0003082941,0.7980916,0.05999757,0.1155411,0.004749146,0.00008029996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579082,0.0004416166,0.011394,0.0003651023,0.00004172818,0.00001251285,0.0001877173,0.0001025416,0.02954657],"genre_scores_gemma":[0.9974753,0.00005912922,0.0008199386,0.00002251643,0.00001601624,0.000008292446,0.00005885356,0.00001415903,0.001525767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004416875,"threshold_uncertainty_score":0.01477593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2988465594","doi":"10.1007/s42242-019-00054-7","title":"The effect of porosity on the mechanical properties of 3D-printed triply periodic minimal surface (TPMS) bioscaffold","year":2019,"lang":"en","type":"article","venue":"Bio-Design and Manufacturing","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":95,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Porosity; Fabrication; Materials science; Gyroid; 3D printing; Minimal surface; Yield (engineering); Composite material; Modulus; Flexibility (engineering); Elastic modulus; Nanotechnology; Mathematics; Geometry","authors":[{"name":"Zizhen Cai","is_ca":true},{"name":"Zehua Liu","is_ca":true},{"name":"Hekun Kuang","is_ca":true},{"name":"Jinsong Zhai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007929735582559872,"gpt":0.1777131773407573,"spread":0.1697834417581975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001718332,0.0001346737,0.00009505738,0.000112073,0.000111001,0.0002380593,0.0001248955,0.0002299606,0.000851209],"category_scores_gemma":[0.0006969041,0.0001570848,0.0001114571,0.0001229961,0.0003175124,0.0002630316,0.000145499,0.000230764,0.00009531497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368105,"about_ca_system_score_gemma":0.0001088698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003777571,"about_ca_topic_score_gemma":0.0008914223,"domain_scores_codex":[0.9998499,0.00001616224,0.00001155864,0.00002653118,0.00005782593,0.00003800847],"domain_scores_gemma":[0.9993972,0.0003276568,0.0001508994,0.00003427612,0.00005217103,0.00003776239],"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":[0.0001307886,0.00001193372,0.0003974641,0.0000340099,0.000005239287,0.00006054877,0.00003697511,0.0005147634,0.9971141,0.00008385714,0.00001815394,0.001592172],"study_design_scores_gemma":[0.000003120218,0.0000934977,0.002802514,0.000003189348,0.0000067886,0.00004177199,0.00002728463,0.001306526,0.9955325,0.00002271468,0.0001538115,0.00000632076],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988468,0.0001453105,0.0005733875,0.000009523787,0.000005287023,0.000001558207,0.00003846382,0.00001174304,0.000367972],"genre_scores_gemma":[0.9993963,0.00006377236,0.0003009893,0.000005366272,0.000001102101,0.000002522758,0.00002029144,0.000006708422,0.0002029414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000851209,"threshold_uncertainty_score":0.002847612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085319865","doi":"10.1094/cchem.2001.78.1.1","title":"Effects of Flour Strength, Baking Absorption, and Processing Conditions on the Structure and Mechanical Properties of Bread Crumb","year":2001,"lang":"en","type":"article","venue":"Cereal Chemistry","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Crumb rubber; Ultimate tensile strength; Materials science; Composite material; Absorption of water; Food science; Chemistry; Asphalt","authors":[{"name":"M. C. Zghal","is_ca":true},{"name":"Martin G. Scanlon","is_ca":true},{"name":"H. D. Sapirstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004371393667081299,"gpt":0.1785494296197059,"spread":0.1741780359526246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006621687,0.0004578633,0.0004518968,0.0002901855,0.0002051639,0.0005459782,0.0001935648,0.0002440922,0.001588218],"category_scores_gemma":[0.001336305,0.0003397244,0.0003675791,0.0003186411,0.0003040568,0.0003642819,0.0002478134,0.0005294842,0.000196384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001850413,"about_ca_system_score_gemma":0.0001229914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008248715,"about_ca_topic_score_gemma":0.001243673,"domain_scores_codex":[0.9995713,0.0001241022,0.00004648091,0.00009664901,0.0001131344,0.00004839957],"domain_scores_gemma":[0.9985752,0.0006758478,0.0002814581,0.00009672661,0.0002153066,0.0001554262],"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":[0.001521714,0.0001023432,0.003692506,0.00008252692,0.00004531565,0.0000487313,0.00004307434,0.00009985176,0.9924486,0.000006874551,0.00001416144,0.001894446],"study_design_scores_gemma":[0.00005375732,0.004782199,0.2963013,0.00002093872,0.0001660714,0.000220585,0.0001814361,0.001174269,0.6964661,0.00002849679,0.0005753105,0.00002953368],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988525,0.0004633501,0.0003506942,0.00001016697,0.000005205174,0.00001337231,0.00008067904,0.000007684581,0.0002162285],"genre_scores_gemma":[0.9986252,0.0001883014,0.0007074582,0.00004126827,0.000004357254,0.00001432625,0.0001437111,0.0000169556,0.000258389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001588218,"threshold_uncertainty_score":0.005313158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2743955880","doi":"10.1016/j.msec.2017.08.022","title":"Design and fabrication of auxetic PCL nanofiber membranes for biomedical applications","year":2017,"lang":"en","type":"article","venue":"Materials Science and Engineering C","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Auxetics; Nanofiber; Membrane; Electrospinning; Materials science; Composite material; Fabrication; Polymer; Chemistry","authors":[{"name":"Sukhwinder K. Bhullar","is_ca":true},{"name":"Deepti Rana","is_ca":false},{"name":"Hüseyin Lekesiz","is_ca":false},{"name":"Ayşe Çelik Bedeloğlu","is_ca":false},{"name":"Junghyuk Ko","is_ca":true},{"name":"Yong Hyun Cho","is_ca":true},{"name":"Zeynep Aytaç","is_ca":false},{"name":"Tamer Uyar","is_ca":false},{"name":"Martin Byung‐Guk Jun","is_ca":true},{"name":"Murugan Ramalingam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009020636001118036,"gpt":0.2174627949835885,"spread":0.2084421589824705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003947901,0.000316675,0.0001795258,0.0003063409,0.0004572904,0.0003162023,0.0003660898,0.00053827,0.0007647546],"category_scores_gemma":[0.0002306529,0.0002559845,0.0002876061,0.000173285,0.0001705492,0.0004429091,0.0002260107,0.0003337325,0.0005159432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005372408,"about_ca_system_score_gemma":0.0004780851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000472166,"about_ca_topic_score_gemma":0.001101437,"domain_scores_codex":[0.9998664,0.00001378275,0.00001531145,0.00002843806,0.00005068535,0.00002547161],"domain_scores_gemma":[0.999884,0.00001976809,0.00004234356,0.00001006671,0.0000292867,0.0000144987],"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":[0.00001683219,0.00001020864,0.0000344789,0.00005063688,0.000002480098,0.00003348343,0.00001335252,0.0002787157,0.9977164,0.0002722198,0.0000358288,0.001535349],"study_design_scores_gemma":[0.000007911017,0.00005432915,0.0002772919,0.000003260884,0.000003774724,0.00007441716,0.000008386819,0.001836977,0.9952005,0.00006598487,0.002461899,0.000005110348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8731288,0.003333636,0.1139825,0.0005264799,0.0001356861,0.0003963962,0.0005677757,0.0005351985,0.007393502],"genre_scores_gemma":[0.8622316,0.002516798,0.1277051,0.0001446025,0.00004493503,0.0004165677,0.0003414551,0.00006401733,0.006535066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007647546,"threshold_uncertainty_score":0.003898025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108772010","doi":"10.1177/0021998310369577","title":"Structural Performance of Sandwich Wall Panels with Different Foam Core Densities in One-way Bending","year":2010,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Ontario Centres of Excellence","keywords":"Materials science; Composite material; Sandwich-structured composite; Flexural strength; Deflection (physics); Stiffness; Three point flexural test; Bending; Polyurethane; Sandwich panel; Fabrication; Core (optical fiber); Structural engineering","authors":[{"name":"Tarek Sharaf","is_ca":true},{"name":"Waleed Shawkat","is_ca":true},{"name":"Amir Fam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01160986683834924,"gpt":0.2028193881355847,"spread":0.1912095212972354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003516087,0.0004791374,0.0002890925,0.0002799124,0.0001551299,0.0001807056,0.0002574062,0.0004287876,0.0009858561],"category_scores_gemma":[0.0005707823,0.0002468167,0.0002435057,0.000116389,0.0002730945,0.0001980369,0.0002565721,0.0002269339,0.0002569334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008896759,"about_ca_system_score_gemma":0.00006944697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002711164,"about_ca_topic_score_gemma":0.0007817131,"domain_scores_codex":[0.9998268,0.00003169439,0.00001128429,0.00002762847,0.00006101207,0.00004148181],"domain_scores_gemma":[0.9994951,0.0001516601,0.0000760061,0.00006061515,0.0001067671,0.0001097789],"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":[0.0001489342,0.00002307003,0.001402288,0.0000362496,0.00001034567,0.0000917103,0.00007268573,0.002385721,0.9937143,0.0000146563,0.00001510592,0.002084966],"study_design_scores_gemma":[0.00001631046,0.001679487,0.02309857,0.00001460861,0.00004757599,0.0002647221,0.0001036576,0.009498272,0.9649869,0.00002672765,0.0002432017,0.00001981867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992014,0.00004367598,0.000586568,0.000003584209,0.000002567496,0.000001836489,0.00001596234,0.000012543,0.0001319929],"genre_scores_gemma":[0.998925,0.00003409345,0.0007763303,0.000004983291,0.000001133433,0.00000294888,0.00003889174,0.000005668514,0.0002107633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009858561,"threshold_uncertainty_score":0.003298044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046465812","doi":"10.1016/j.matdes.2003.10.006","title":"On the crush behaviour of ultralight foam-filled structures","year":2003,"lang":"en","type":"article","venue":"Materials & Design (1980-2015)","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":84,"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":"Finite element method; Stiffness; Deformation (meteorology); Materials science; Structural engineering; Mechanism (biology); Composite number; Scaling; Deformation mechanism; Composite material; Mechanics; Engineering; Physics; Mathematics","authors":[{"name":"S. A. Meguid","is_ca":true},{"name":"A. Monfort","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01209888372639669,"gpt":0.2162335605404643,"spread":0.2041346768140676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001845852,0.0001686401,0.0001299602,0.0005021993,0.0002672521,0.0002591017,0.0003571276,0.0003995051,0.002305617],"category_scores_gemma":[0.001132518,0.0001095032,0.0001937822,0.0002014793,0.00089866,0.0003945342,0.0003174201,0.0003997923,0.0002473062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892334,"about_ca_system_score_gemma":0.00009922253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770717,"about_ca_topic_score_gemma":0.001704156,"domain_scores_codex":[0.9998722,0.00001165006,0.000003210548,0.00001497008,0.00006445085,0.00003344144],"domain_scores_gemma":[0.9994248,0.0002827098,0.00007327562,0.00008281129,0.0001004123,0.00003598749],"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":[0.001427613,0.0001030858,0.004394352,0.0001900299,0.0000242684,0.001086116,0.002028442,0.06574956,0.8631857,0.005198935,0.0006964896,0.05591535],"study_design_scores_gemma":[0.00003529422,0.001516847,0.04941906,0.0001060164,0.00004459247,0.0008117061,0.0009759343,0.2768041,0.6615018,0.003092471,0.005615774,0.00007644513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947209,0.0003343485,0.001957057,0.00002386007,0.000008005038,0.000005285051,0.00002817725,0.00002783798,0.00289436],"genre_scores_gemma":[0.9982213,0.00007436579,0.0002374815,0.000007343394,0.000001764101,0.000001263099,0.000029859,0.000006728319,0.001419751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002305617,"threshold_uncertainty_score":0.007713079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3140947572","doi":"10.1080/14686996.2021.1907222","title":"Mechanical properties and fluid permeability of gyroid and diamond lattice structures for intervertebral devices: functional requirements and comparative analysis","year":2021,"lang":"en","type":"article","venue":"Science and Technology of Advanced Materials","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Gyroid; Diamond; Materials science; Lattice (music); Permeability (electromagnetism); Diamond cubic; Composite material; Polymer; Chemistry; Physics; Membrane","authors":[{"name":"Anatolie Timercan","is_ca":true},{"name":"Vadim Sheremetyev","is_ca":false},{"name":"Vladimir Braïlovski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0285957168817876,"gpt":0.2568462528004234,"spread":0.2282505359186358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005278086,0.000338884,0.0002296936,0.001445058,0.0002208831,0.0005223819,0.0004148245,0.0006061124,0.0008458711],"category_scores_gemma":[0.001430406,0.0001981583,0.0002993899,0.0006383422,0.0003968513,0.0005672419,0.0002465803,0.0001885181,0.0002177154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000372724,"about_ca_system_score_gemma":0.0002026317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003793319,"about_ca_topic_score_gemma":0.0008740154,"domain_scores_codex":[0.9994306,0.00006392116,0.00003891309,0.00006532184,0.0003532461,0.00004790182],"domain_scores_gemma":[0.9989315,0.000399741,0.0002737898,0.00008057239,0.0002410775,0.00007336339],"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":[0.0004309395,0.0001276878,0.008265102,0.0004521857,0.00003174046,0.0004560161,0.0002579877,0.006741517,0.9542862,0.0006828595,0.0002341324,0.02803369],"study_design_scores_gemma":[0.00004570714,0.003678291,0.1080912,0.00007417084,0.0001336586,0.003312739,0.0008419455,0.03731856,0.8382981,0.000589122,0.007499761,0.0001168849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920415,0.002731223,0.003488682,0.00003537185,0.0000187292,0.00003004708,0.0002012536,0.00003390167,0.001419246],"genre_scores_gemma":[0.9974926,0.0004126032,0.001570695,0.000004726403,0.000004068307,0.0000140755,0.0001072757,0.000006414596,0.0003876374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001445058,"threshold_uncertainty_score":0.002829731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972744003","doi":"10.1016/j.msea.2013.06.065","title":"Al–Al2O3 syntactic foams—Part II: Predicting mechanical properties of metal matrix syntactic foams reinforced with ceramic spheres","year":2013,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Manitoba Medical Service Foundation","keywords":"Syntactic foam; Materials science; SPHERES; Composite material; Ceramic; Composite number; Volume (thermodynamics); Matrix (chemical analysis); Metal; Compression (physics); Stress (linguistics); Metallurgy; Thermodynamics","authors":[{"name":"J. B. Ferguson","is_ca":false},{"name":"J.A. Santa Maria","is_ca":false},{"name":"Benjamin F. Schultz","is_ca":false},{"name":"Pradeep K. Rohatgi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005756545066152668,"gpt":0.1765106131899525,"spread":0.1707540681237998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000187231,0.0004783267,0.0002675111,0.0005422764,0.0002276004,0.000275804,0.0004040991,0.0006249594,0.0006969792],"category_scores_gemma":[0.000712245,0.0002296385,0.0004263131,0.0004368305,0.0002687131,0.0004125031,0.0001970882,0.0002314873,0.000240205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002626852,"about_ca_system_score_gemma":0.0002747489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004597371,"about_ca_topic_score_gemma":0.00432921,"domain_scores_codex":[0.9998845,0.0000133289,0.000007269142,0.0000300591,0.00004635919,0.00001845857],"domain_scores_gemma":[0.9996768,0.0001543451,0.0000451806,0.00003058714,0.00007530563,0.000017726],"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":[0.0007622769,0.000259637,0.03935508,0.0001891461,0.00006012956,0.0002487568,0.0001407056,0.3249181,0.5890154,0.0003646686,0.0003730936,0.04431314],"study_design_scores_gemma":[0.0000228238,0.0002451385,0.01801249,0.000005222943,0.00002916857,0.00006698028,0.00007773398,0.7941229,0.1869412,0.0001771467,0.0002797982,0.00001949962],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950141,0.00003774706,0.004442126,0.000008192668,0.000003591945,0.000007525123,0.0001097765,0.00008751314,0.0002894393],"genre_scores_gemma":[0.9979165,0.00002032035,0.001844784,0.000001727067,0.000002005765,0.000006229808,0.0001118047,0.00001007682,0.00008659024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004597371,"threshold_uncertainty_score":0.009141207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094537023","doi":"10.1515/epoly-2014-0193","title":"Three decades of auxetic polymers: a review","year":2015,"lang":"en","type":"review","venue":"e-Polymers","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Auxetics; Aerospace; Materials science; Ceramic; Smart material; Mechanical engineering; Specific strength; Construction engineering; Nanotechnology; Composite material; Engineering; Aerospace engineering; Composite number","authors":[{"name":"Sukhwinder K. Bhullar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02892376315773534,"gpt":0.2883166338801041,"spread":0.2593928707223688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000515373,0.001059031,0.00120502,0.003749492,0.0004149802,0.001256307,0.0007577976,0.000918642,0.004486527],"category_scores_gemma":[0.0008263403,0.0004676919,0.0006078071,0.003459524,0.0003864897,0.001903538,0.0007237597,0.001348153,0.001915874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005222315,"about_ca_system_score_gemma":0.001270661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009533065,"about_ca_topic_score_gemma":0.001389093,"domain_scores_codex":[0.9997851,0.00002696521,0.00003736501,0.0000520379,0.00007736681,0.00002108006],"domain_scores_gemma":[0.9995741,0.0001951208,0.0000772405,0.00001294781,0.0001003059,0.00004027939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006946114,0.0001347052,0.0002765767,0.04270433,0.0001090326,0.0003473952,0.0001636328,0.000585481,0.003364819,0.006872209,0.03189943,0.913473],"study_design_scores_gemma":[0.000005939987,0.00007938358,0.0004824409,0.005019027,0.00008882996,0.0009013995,0.00006119096,0.00007957831,0.0008850454,0.001191084,0.9911894,0.0000168013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002133698,0.9980757,0.0001344544,0.0001802527,0.0001916841,0.000004211358,0.00002163268,0.000006875362,0.001171842],"genre_scores_gemma":[0.0008921452,0.9980792,0.0001754147,0.0001326439,0.0001328761,0.000005492251,0.00002765498,0.000001697356,0.0005529047],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004486527,"threshold_uncertainty_score":0.01500893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989551435","doi":"10.1016/j.tws.2006.03.017","title":"Experimental investigations on the crush behaviour of AA6061-T6 aluminum square tubes with different types of through-hole discontinuities","year":2006,"lang":"en","type":"article","venue":"Thin-Walled Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Classification of discontinuities; Materials science; Deformation (meteorology); Aluminium; Bending; Composite material; Absorption (acoustics); Range (aeronautics); Structural engineering; Engineering; Mathematics","authors":[{"name":"Qingwu Cheng","is_ca":true},{"name":"William Altenhof","is_ca":true},{"name":"Li Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008056978098869488,"gpt":0.2022725148208077,"spread":0.1942155367219382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005232061,0.0004312686,0.0003689933,0.0004681591,0.0006423426,0.0003054057,0.0006628177,0.0009330519,0.003230029],"category_scores_gemma":[0.001651556,0.0003055971,0.0002691382,0.0005111668,0.00104419,0.0004643538,0.0004998303,0.0005393591,0.0002926524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379495,"about_ca_system_score_gemma":0.0002038917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134593,"about_ca_topic_score_gemma":0.001595145,"domain_scores_codex":[0.9995502,0.00004570559,0.00001672338,0.00007053817,0.0002044433,0.0001123659],"domain_scores_gemma":[0.9979754,0.0007457909,0.0003253927,0.0003273692,0.0005007796,0.0001253167],"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":[0.0006950611,0.00008877312,0.001031508,0.0001089367,0.00001047006,0.0002312247,0.000501082,0.001921486,0.9924671,0.0002075466,0.00008167276,0.002655161],"study_design_scores_gemma":[0.00003183914,0.001752282,0.01275408,0.00001894617,0.00002736587,0.0001755678,0.0003664131,0.007971381,0.9761425,0.00006042462,0.0006764646,0.00002277399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986008,0.0001010114,0.0006267923,0.00001302519,0.000006499713,0.000008735599,0.00005010573,0.00003727336,0.0005557707],"genre_scores_gemma":[0.9982466,0.00005025964,0.0005714628,0.000006712479,0.000004067625,0.000005770553,0.00004725195,0.00001143286,0.001056609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003230029,"threshold_uncertainty_score":0.01080555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309958176","doi":"10.1002/adem.202201189","title":"3D‐Printed Soft and Hard Meta‐Structures with Supreme Energy Absorption and Dissipation Capacities in Cyclic Loading Conditions","year":2022,"lang":"en","type":"article","venue":"Advanced Engineering Materials","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Materials science; Dissipation; Composite material; 3D printing; Softening; Absorption (acoustics); Thermoplastic polyurethane; Soft robotics; Computer science; Elastomer; Actuator","authors":[{"name":"Armin Yousefi","is_ca":false},{"name":"Saman Jolaiy","is_ca":false},{"name":"Mohammadreza Lalegani Dezaki","is_ca":false},{"name":"Ali Zolfagharian","is_ca":false},{"name":"Ahmad Serjouei","is_ca":false},{"name":"Mahdi Bodaghi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005956893075895533,"gpt":0.1843066076397699,"spread":0.1783497145638744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007043922,0.0002797817,0.0001386757,0.0001998099,0.0001010877,0.000311542,0.0002142206,0.0003705065,0.0007878881],"category_scores_gemma":[0.0001410063,0.0002032521,0.0002821755,0.0001452235,0.0001946202,0.0002321495,0.0001992686,0.0003252324,0.0003355209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607115,"about_ca_system_score_gemma":0.00006656509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009948041,"about_ca_topic_score_gemma":0.0003061503,"domain_scores_codex":[0.9999295,0.000005206694,0.000005002532,0.00001663611,0.00003377841,0.00000986971],"domain_scores_gemma":[0.9998915,0.0000213427,0.00003733425,0.00002753827,0.00001292729,0.000009380644],"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":[0.00001103709,0.000005753794,0.00006526557,0.00003833481,0.000003605209,0.00005905769,0.00001382423,0.001669853,0.9949582,0.0002997847,0.00004081193,0.002834507],"study_design_scores_gemma":[0.000003473875,0.00008735059,0.001186434,0.000005104081,0.00001108287,0.0001571221,0.00001173072,0.006961809,0.9891346,0.0001308418,0.002299223,0.00001141233],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603603,0.0006688419,0.03264595,0.00006187561,0.00007867895,0.00002173783,0.0002682773,0.0003917987,0.00550251],"genre_scores_gemma":[0.9702833,0.0002709847,0.02639869,0.00003445578,0.000007930794,0.00003707588,0.0001336831,0.00004686558,0.002787011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007878881,"threshold_uncertainty_score":0.002635717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2460402063","doi":"10.1115/1.4033967","title":"Manufacture and Mechanics of Topologically Interlocked Material Assemblies","year":2016,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Air Force Office of Scientific Research; Natural Sciences and Engineering Research Council of Canada; U.S. Army","keywords":"Adaptability; Scaffold; Materials science; Mechanical engineering; Computer science; Property (philosophy); Nanotechnology; Engineering","authors":[{"name":"Thomas Siegmund","is_ca":false},{"name":"François Barthelat","is_ca":true},{"name":"Raymond J. Cipra","is_ca":false},{"name":"Ed Habtour","is_ca":false},{"name":"Jaret C. Riddick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00996087030363738,"gpt":0.2079036619703719,"spread":0.1979427916667345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001964743,0.0002414199,0.0002486686,0.0004998478,0.0003051272,0.0007795136,0.0004997784,0.0006291848,0.001297035],"category_scores_gemma":[0.000392538,0.0003080692,0.0002572011,0.000341618,0.0008605172,0.0008228003,0.0004607657,0.0004106839,0.0005670686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334679,"about_ca_system_score_gemma":0.0001950732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009240316,"about_ca_topic_score_gemma":0.0001426671,"domain_scores_codex":[0.9998149,0.00002513044,0.00001085071,0.00004265131,0.00008605365,0.00002040022],"domain_scores_gemma":[0.9998698,0.00004244273,0.00003181944,0.00003030262,0.00001476032,0.00001076636],"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":[0.00006239299,0.00007678575,0.0009774762,0.0009941332,0.00003761012,0.0005429269,0.0004530746,0.06114991,0.5629453,0.257838,0.001333604,0.1135889],"study_design_scores_gemma":[0.00004492041,0.0008278096,0.01019864,0.000303659,0.00006471303,0.002197513,0.000436085,0.1950344,0.456886,0.1648032,0.1690269,0.0001761328],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.526118,0.04994999,0.3460527,0.0009643545,0.0005396499,0.0001087697,0.0002375033,0.0004064774,0.07562265],"genre_scores_gemma":[0.9201055,0.01687188,0.0514486,0.0001233986,0.0001374321,0.0001744079,0.0001834149,0.00007592364,0.0108796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001297035,"threshold_uncertainty_score":0.00433898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076450314","doi":"10.1016/j.tws.2007.02.010","title":"Quasi-static and dynamic crushing behaviors of aluminum and steel tubes with a cutout","year":2007,"lang":"en","type":"article","venue":"Thin-Walled Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Defence Research and Development Canada; Dalhousie University","funders":"","keywords":"Parametric statistics; Materials science; Structural engineering; Aluminium; Finite element method; Strain hardening exponent; Composite material; Strain rate; Material properties; Tube (container); Computer simulation; Mechanics; Engineering; Mathematics","authors":[{"name":"Haipeng Han","is_ca":true},{"name":"Farid Taheri‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬","is_ca":true},{"name":"Neil Pegg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003328279103985691,"gpt":0.2072978594988713,"spread":0.2039695803948856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001461959,0.0001743923,0.0002202715,0.0003203633,0.0003161842,0.0002732557,0.0003224909,0.0004064588,0.002013497],"category_scores_gemma":[0.000608641,0.000186183,0.0001862664,0.0001926025,0.0006297544,0.0003134676,0.0002011439,0.0002064085,0.0001887588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003552171,"about_ca_system_score_gemma":0.0002015461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002733833,"about_ca_topic_score_gemma":0.002774231,"domain_scores_codex":[0.9998987,0.000007416034,0.000003210076,0.00001850205,0.00004301359,0.00002910248],"domain_scores_gemma":[0.9996208,0.0001264349,0.00005236116,0.00004516243,0.00009430755,0.00006101358],"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":[0.0014762,0.0001397129,0.006342785,0.0001487047,0.00003610917,0.0007732338,0.0005514168,0.09194905,0.8834622,0.001247133,0.0003473074,0.01352616],"study_design_scores_gemma":[0.00003250294,0.001132757,0.06984205,0.00002830667,0.00003644999,0.0002519817,0.0006406193,0.5539514,0.372301,0.0006180528,0.001077492,0.0000873378],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982563,0.00004994668,0.0008506274,0.00001171893,0.000004735226,0.000003807918,0.0000341569,0.00003046995,0.0007582344],"genre_scores_gemma":[0.9990632,0.00001782209,0.0001600773,0.00000264057,0.00000112499,0.000002085209,0.00003045343,0.000003997914,0.0007185866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002733833,"threshold_uncertainty_score":0.006735861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1482408958","doi":"10.1179/1743284715y.0000000084","title":"Elastic modulus of 316 stainless steel lattice structure fabricated via binder jetting process","year":2015,"lang":"en","type":"article","venue":"Materials Science and Technology","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Biomomentum (Canada); McGill University","funders":"","keywords":"Materials science; Elastic modulus; Modulus; Lattice (music); Composite material","authors":[{"name":"Yunlong Tang","is_ca":true},{"name":"Yunyan Zhou","is_ca":true},{"name":"Thibault Hoff","is_ca":true},{"name":"M. Garon","is_ca":true},{"name":"Yaoyao Fiona Zhao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006287918138855813,"gpt":0.2114957736752998,"spread":0.205207855536444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000229069,0.0002903382,0.0001622273,0.0003254637,0.0001628839,0.0002370051,0.0003604175,0.0004361465,0.001228537],"category_scores_gemma":[0.0005780535,0.0001733744,0.0002334119,0.0003499947,0.0002445912,0.0004023149,0.0001103674,0.0002212471,0.0002897241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003220816,"about_ca_system_score_gemma":0.0002230847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005481254,"about_ca_topic_score_gemma":0.001556367,"domain_scores_codex":[0.9997143,0.00001135636,0.00001237664,0.00003933686,0.0002008748,0.00002166572],"domain_scores_gemma":[0.9996977,0.00006768789,0.00009960849,0.00003439851,0.00007985964,0.00002075029],"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":[0.00006953572,0.00001114454,0.00047155,0.00005868001,0.000003339128,0.00009886036,0.0000387029,0.001682064,0.9937214,0.0002566636,0.00005375463,0.0035344],"study_design_scores_gemma":[0.00001369145,0.0002753917,0.007215697,0.000008179523,0.00001449696,0.0001421624,0.0000722055,0.008536577,0.9822365,0.0001074794,0.001362631,0.00001504252],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892612,0.0004497039,0.006644926,0.00004693671,0.00003778166,0.00001084712,0.0002049132,0.00009628914,0.003247509],"genre_scores_gemma":[0.9940113,0.0001838374,0.004258709,0.000009235662,0.000003383912,0.000006097499,0.0001526965,0.00001082971,0.001363906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001228537,"threshold_uncertainty_score":0.004109859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074202782","doi":"10.1016/j.ijsolstr.2010.03.003","title":"Multiscale structural design of columns made of regular octet-truss lattice material","year":2010,"lang":"en","type":"article","venue":"International Journal of Solids and Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Truss; Buckling; Structural engineering; Lattice (music); Structural material; Materials science; Material properties; Composite material; Engineering; Physics","authors":[{"name":"Mostafa S. A. ElSayed","is_ca":true},{"name":"Damiano Pasini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005453324184310607,"gpt":0.2249715746886364,"spread":0.2195182505043258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009938976,0.0001934567,0.0003971697,0.0002667445,0.0001961581,0.0004621967,0.0004265617,0.0003778174,0.001072006],"category_scores_gemma":[0.0002269382,0.0002059854,0.0002240986,0.0001468715,0.0002855607,0.0002260222,0.0002819515,0.0002508986,0.0001579882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566086,"about_ca_system_score_gemma":0.0003837214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008265483,"about_ca_topic_score_gemma":0.001927537,"domain_scores_codex":[0.9999443,0.00001123114,0.000002282105,0.000009853106,0.00002085564,0.00001145673],"domain_scores_gemma":[0.9998958,0.00001872268,0.00002360216,0.00001417964,0.00002206597,0.00002565545],"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":[0.0001083215,0.0001107947,0.001036279,0.00007205457,0.00003449135,0.0001247588,0.00003601415,0.8742202,0.09055703,0.01405451,0.0005407638,0.01910478],"study_design_scores_gemma":[0.00001026388,0.00006273046,0.0003573562,0.000004297459,0.000007624546,0.00003113292,0.00001425094,0.9936897,0.004226778,0.001107672,0.0004823428,0.000005902682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.633877,0.0002462627,0.3534487,0.0002086056,0.00006590862,0.00004438039,0.0001571442,0.0002731067,0.01167886],"genre_scores_gemma":[0.9505999,0.00009377239,0.04804517,0.00002273856,0.000009679209,0.00003097238,0.00005470942,0.00003031243,0.001112791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001072006,"threshold_uncertainty_score":0.003586233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121140536","doi":"10.1088/0964-1726/24/7/075027","title":"Design and fabrication of auxetic stretchable force sensor for hand rehabilitation","year":2015,"lang":"en","type":"article","venue":"Smart Materials and Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"University of Victoria","keywords":"Auxetics; Materials science; Electrospinning; Microfiber; Composite material; Fabrication; Mechanical engineering; Nanotechnology; Polymer","authors":[{"name":"Junghyuk Ko","is_ca":true},{"name":"Sukhwinder K. Bhullar","is_ca":true},{"name":"Yong Hyun Cho","is_ca":true},{"name":"Martin Byung‐Guk Jun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01099587419859652,"gpt":0.2118809040297663,"spread":0.2008850298311698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003031927,0.0004259321,0.0003594999,0.0004144874,0.0002101408,0.0002511705,0.0005523183,0.00059444,0.0005990266],"category_scores_gemma":[0.000381381,0.0003274522,0.0002667287,0.0002488906,0.0001986871,0.0004038716,0.0002174499,0.0004011412,0.0003427828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002181905,"about_ca_system_score_gemma":0.000339897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002232362,"about_ca_topic_score_gemma":0.0005189914,"domain_scores_codex":[0.9996942,0.00002789939,0.00002482794,0.0000756578,0.0001569557,0.00002050739],"domain_scores_gemma":[0.9997415,0.00004664248,0.00007949241,0.00001804302,0.00008656563,0.00002774218],"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":[0.00001580842,0.000013931,0.0001119359,0.00003203735,0.000002498713,0.00003024215,0.00001363699,0.0001485104,0.9965631,0.00007432962,0.00002605878,0.002967914],"study_design_scores_gemma":[0.00001071955,0.0004388654,0.001991171,0.000005256966,0.0000152786,0.0003385899,0.00002203836,0.006036463,0.9882891,0.00005980269,0.002775077,0.0000175939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7220574,0.002518501,0.2697183,0.0002768425,0.0002571305,0.0006202503,0.0003712332,0.0006364302,0.003543915],"genre_scores_gemma":[0.6737221,0.001400396,0.3203005,0.0001590233,0.00007881288,0.0004819815,0.0001965013,0.00003797888,0.003622689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005990266,"threshold_uncertainty_score":0.002003968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2783900961","doi":"10.1002/adem.201700980","title":"On the Mechanical Properties of Aluminum Matrix Syntactic Foams","year":2018,"lang":"en","type":"article","venue":"Advanced Engineering Materials","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Manitoba Medical Service Foundation","keywords":"Materials science; Syntactic foam; Composite material; Toughness; Porosity; Metal foam; Compressive strength; Metal matrix composite; Aluminium; Ceramic; Compression (physics); Metal; Matrix (chemical analysis); Composite number; Metallurgy","authors":[{"name":"Imre Norbert Orbulov","is_ca":false},{"name":"Attila Szlancsik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00596428337914832,"gpt":0.1914106836070288,"spread":0.1854464002278805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002205946,0.0002539706,0.0001428248,0.000971434,0.0001730481,0.0001577354,0.0001894687,0.0002671907,0.002271719],"category_scores_gemma":[0.0007012913,0.0001026571,0.0001584498,0.0006456237,0.0002558376,0.0002495773,0.0001316992,0.000179822,0.0004563877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115573,"about_ca_system_score_gemma":0.00006555316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005248474,"about_ca_topic_score_gemma":0.0005122389,"domain_scores_codex":[0.9997726,0.00002817531,0.0000130749,0.00003806927,0.0001208252,0.00002716397],"domain_scores_gemma":[0.9995365,0.0002066323,0.00008668352,0.00002852533,0.0001263999,0.00001531266],"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":[0.000220182,0.0000445472,0.003126956,0.0004014027,0.00001860861,0.0002627201,0.0001961923,0.004237343,0.943732,0.0008834279,0.000353077,0.04652363],"study_design_scores_gemma":[0.000006372563,0.00147846,0.03921777,0.0001042603,0.00004174829,0.0006791087,0.0003075446,0.0120959,0.9307762,0.0007064543,0.01453811,0.00004820359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809065,0.007726084,0.005169364,0.00005791428,0.00003397482,0.000010815,0.0003627584,0.00005905445,0.005673511],"genre_scores_gemma":[0.995737,0.001582272,0.00109263,0.00001504647,0.00002262645,0.000006511392,0.0002393889,0.00000813256,0.001296364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002271719,"threshold_uncertainty_score":0.007599652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051808722","doi":"10.1016/j.compositesb.2012.03.008","title":"Investigation of elastic moduli of Kraft paper honeycomb core sandwich panels","year":2012,"lang":"en","type":"article","venue":"Composites Part B Engineering","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":69,"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 Resources Canada; University of British Columbia","keywords":"Materials science; Composite material; Sandwich panel; Sandwich-structured composite; Finite element method; Shear modulus; Stiffness; Core (optical fiber); Specific modulus; Young's modulus; Elasticity (physics); Honeycomb structure; Modulus; Elastic modulus; Structural engineering; Engineering","authors":[{"name":"Zheng Chen","is_ca":true},{"name":"Ning Yan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0144367479138734,"gpt":0.1910258330909642,"spread":0.1765890851770908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001276447,0.0002012955,0.0001276762,0.0003221471,0.0001795826,0.0001892675,0.0001916048,0.0002825134,0.001889113],"category_scores_gemma":[0.0002771816,0.0001318823,0.0001338699,0.0002822253,0.0002015886,0.0003993006,0.000156829,0.0002415069,0.0002080675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001058813,"about_ca_system_score_gemma":0.0001016764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002949878,"about_ca_topic_score_gemma":0.0004617218,"domain_scores_codex":[0.9999104,0.000008797133,0.000003636147,0.00001791106,0.00003812157,0.00002114065],"domain_scores_gemma":[0.9997641,0.00008864304,0.00004123083,0.00002604615,0.00006067403,0.00001921325],"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":[0.0002240582,0.00004478203,0.002556189,0.00002709342,0.00000599494,0.0001551724,0.00006238203,0.0006614237,0.9928111,0.0001777813,0.00002982415,0.003244193],"study_design_scores_gemma":[0.00000758269,0.0002662648,0.04394984,0.00000650264,0.00001594441,0.0001885378,0.0001705033,0.007086497,0.9477565,0.0001021865,0.0004405411,0.000009166502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989573,0.00007906365,0.0002411967,0.000004822224,0.000001390045,0.000001543105,0.00001793137,0.000003626589,0.000693134],"genre_scores_gemma":[0.9992091,0.00004500507,0.0001548996,0.000002609008,0.000001126863,0.000001419893,0.00002615098,0.000001829562,0.0005578902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001889113,"threshold_uncertainty_score":0.006319702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040663905","doi":"10.1016/j.finel.2012.06.004","title":"Nonlinear finite element analysis of the crush behaviour of functionally graded foam-filled columns","year":2012,"lang":"en","type":"article","venue":"Finite Elements in Analysis and Design","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":66,"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":"Crashworthiness; Materials science; Finite element method; Composite material; Metal foam; Parametric statistics; Relative density; Nonlinear system; Structural engineering; Aluminium; Microstructure; Engineering","authors":[{"name":"S. A. Meguid","is_ca":true},{"name":"Hirmand Nouraei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01456795743489503,"gpt":0.2269183508101389,"spread":0.2123503933752439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001444597,0.0002432456,0.0002122416,0.0002910852,0.0002391044,0.0003200956,0.0004362113,0.0006440191,0.00121073],"category_scores_gemma":[0.0008170534,0.0001576376,0.0002072988,0.0001609655,0.0007570577,0.0002519901,0.0003207249,0.0002668097,0.0001350136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003271605,"about_ca_system_score_gemma":0.0003779752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009644463,"about_ca_topic_score_gemma":0.009205238,"domain_scores_codex":[0.9999495,0.00001012514,0.000001615891,0.000006242879,0.00002069697,0.00001177068],"domain_scores_gemma":[0.9997668,0.0001160076,0.00003002107,0.00002029308,0.00004796484,0.00001895002],"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":[0.0001065623,0.00004415467,0.001408895,0.00003960219,0.00001193987,0.0001296078,0.000112717,0.9674575,0.02226848,0.003050574,0.000173266,0.005196684],"study_design_scores_gemma":[0.000002685629,0.00001146514,0.0005580334,0.000002474443,0.00000154884,0.00001299851,0.00002149529,0.9979252,0.001159773,0.0002151774,0.00008620703,0.000002939087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391396,0.0001542369,0.04926275,0.0001448191,0.00001787776,0.0000181372,0.00007566562,0.00007915348,0.01110775],"genre_scores_gemma":[0.9948626,0.00004116143,0.002380419,0.00001455675,0.000003210098,0.000005174652,0.00003009933,0.00001255144,0.002650251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009644463,"threshold_uncertainty_score":0.0191766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162316506","doi":"10.1016/j.tws.2013.05.006","title":"Analysis of large scale cladding sandwich panels composed of GFRP skins and ribs and polyurethane foam core","year":2013,"lang":"en","type":"article","venue":"Thin-Walled Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Sandwich-structured composite; Materials science; Cladding (metalworking); Composite material; Sandwich panel; Fibre-reinforced plastic; Polyurethane; Stiffness; Structural engineering; Core (optical fiber); Compression (physics); Glass fiber; Engineering","authors":[{"name":"Tarek Sharaf","is_ca":true},{"name":"Amir Fam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006722386773599425,"gpt":0.2184459885336313,"spread":0.2117236017600318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001209994,0.0002723262,0.0002594574,0.0002306076,0.0002451298,0.0002467398,0.0002449997,0.000423609,0.0007907234],"category_scores_gemma":[0.0001617722,0.0001657588,0.0003574438,0.0001607223,0.0003125065,0.0001588486,0.000136603,0.0001558777,0.0001222468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000257523,"about_ca_system_score_gemma":0.0001906119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001417424,"about_ca_topic_score_gemma":0.002064877,"domain_scores_codex":[0.9999313,0.000009210141,0.000001405989,0.00001383994,0.00002887336,0.00001534641],"domain_scores_gemma":[0.9998335,0.00007946228,0.00001976158,0.00001656641,0.00003571365,0.00001488962],"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":[0.0002051954,0.00009857841,0.00297311,0.00007517947,0.00003154733,0.0003846295,0.00006684712,0.2396847,0.7507229,0.0004912891,0.0001658564,0.005100059],"study_design_scores_gemma":[0.00001066055,0.0002695334,0.01859928,0.000005601406,0.00003126932,0.0001186529,0.00008200367,0.8888692,0.09152579,0.0001797062,0.000295843,0.00001251988],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943503,0.00004060268,0.004273071,0.00001003862,0.000003252289,0.000004747829,0.00003363931,0.0000358092,0.001248698],"genre_scores_gemma":[0.9983554,0.00001631247,0.001130383,0.000002550092,0.000001022182,0.000003348953,0.00003074211,0.000006353898,0.0004537833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001417424,"threshold_uncertainty_score":0.002818286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}