{"meta":{"query_hash":"85ed825ed04c","filters":{"venue":"Journal of Dynamic Behavior of Materials"},"cohort_total":18,"direct_labels_cover":0,"predictions_cover":18,"exported":18,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/85ed825ed04c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Dynamic+Behavior+of+Materials"},"results":[{"id":"W1044038130","doi":"10.1007/s40870-015-0026-2","title":"Deformation Mechanics of a Non-linear Hyper-viscoelastic Porous Material, Part I: Testing and Constitutive Modeling of Non-porous Polychloroprene","year":2015,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Viscoelasticity; Constitutive equation; Deformation (meteorology); Split-Hopkinson pressure bar; Solid mechanics; Finite element method; Porous medium; Composite material; Hyperelastic material; Porosity; Strain rate; Mechanics; Structural engineering","score_opus":0.030530347807839205,"score_gpt":0.2502978353395599,"score_spread":0.2197674875317207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1044038130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95279896,0.000076332704,0.044712584,0.0000028042407,0.001883316,0.000262919,0.00022073211,0.000022276432,0.00002004673],"genre_scores_gemma":[0.9842037,0.00008143596,0.015550443,0.0000022788267,0.00009950784,0.000008779745,0.000013122296,0.00003947905,0.0000012457097],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99754715,0.000045652465,0.0016897593,0.000119578915,0.00034232327,0.00025550864],"domain_scores_gemma":[0.9982173,0.000057707963,0.00089244166,0.00015992182,0.0005531918,0.00011942958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082669803,0.00024562236,0.0008861741,0.00022498175,0.00003549373,0.000030785883,0.00018175952,0.00017143728,0.000013937364],"category_scores_gemma":[0.00018092217,0.0002265278,0.00005696371,0.00010242605,0.00007176096,0.0004107895,0.00008580477,0.00011224154,0.0000010908537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019773055,0.00007094537,0.000033437947,0.00043739937,0.000043560194,0.000010784985,0.000301049,0.1678572,0.8305372,0.000022457987,0.000001855866,0.00048635498],"study_design_scores_gemma":[0.0017001787,0.0008825159,0.00013138655,0.0016384644,0.0006267868,0.0004970303,0.00054747006,0.46674907,0.5266063,0.00028593844,8.7403527e-7,0.00033398328],"about_ca_topic_score_codex":0.00013994379,"about_ca_topic_score_gemma":0.00000529834,"teacher_disagreement_score":0.3039309,"about_ca_system_score_codex":0.00007858508,"about_ca_system_score_gemma":0.00013218305,"threshold_uncertainty_score":0.92375356},"labels":[],"label_agreement":null},{"id":"W2289307253","doi":"10.1007/s40870-016-0045-7","title":"Evaluation of Numerical Methods to Model Structural Adhesive Response and Failure in Tension and Shear Loading","year":2016,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Compute Canada; 3M","keywords":"Materials science; Solid mechanics; Adhesive; Composite material; Shear (geology); Strain rate; Ultimate tensile strength; Finite element method; Deformation (meteorology); Epoxy; Structural engineering; Shear stress; Pure shear; Tension (geology); Simple shear; Engineering","score_opus":0.029852683796697945,"score_gpt":0.3425676842959467,"score_spread":0.3127150004992488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289307253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99066526,0.000098167366,0.00871363,0.0000860223,0.000149257,0.00025411183,0.000025586682,0.0000074252202,5.653456e-7],"genre_scores_gemma":[0.928556,0.000012570535,0.071391515,0.000002517014,0.000008919384,0.000007877854,3.8328238e-7,0.000018577284,0.0000015942808],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981755,0.00042851717,0.00073794095,0.0001091166,0.00040590175,0.00014302427],"domain_scores_gemma":[0.9990686,0.0002027974,0.00022763552,0.00012496105,0.00028139303,0.00009459188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029202623,0.00013039257,0.0004890972,0.00024731248,0.000012445653,0.000013846592,0.00010221494,0.000101826445,0.000040992636],"category_scores_gemma":[0.0003610132,0.00009281124,0.0000400892,0.00007593066,0.00003127613,0.00017872866,0.00005489618,0.000073510986,3.3200186e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025434434,0.000012018983,0.00024340501,0.000022016982,0.000009909106,0.0000036270353,0.00012683793,0.0010661342,0.98359835,0.00001135705,0.0000027047279,0.014649305],"study_design_scores_gemma":[0.0012976942,0.00038374253,0.08431366,0.00045291285,0.00034805632,0.00012604255,0.00006626993,0.022417424,0.8899034,0.0005229931,9.824787e-7,0.0001667873],"about_ca_topic_score_codex":0.000004252588,"about_ca_topic_score_gemma":0.0000014598232,"teacher_disagreement_score":0.0936949,"about_ca_system_score_codex":0.00011570557,"about_ca_system_score_gemma":0.00003521096,"threshold_uncertainty_score":0.37847328},"labels":[],"label_agreement":null},{"id":"W2296945721","doi":"10.1007/s40870-016-0061-7","title":"Bone and Bone Surrogate Fragmentation Under Dynamic Compression","year":2016,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Drexel University; Johns Hopkins University","keywords":"Solid mechanics; Materials science; Fragmentation (computing); Compression (physics); Composite material; Computer science","score_opus":0.017006747239825034,"score_gpt":0.299373491903148,"score_spread":0.28236674466332295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296945721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964518,0.00012800207,0.00046427362,0.00028921117,0.0019746914,0.00033262282,0.00032546013,0.000030109,0.0000038171174],"genre_scores_gemma":[0.9972812,0.00021039047,0.0022255555,0.000023930508,0.000057946505,0.000016001828,0.000010817793,0.000037064576,0.00013709141],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99729556,0.00023722825,0.001343786,0.00022545841,0.00052191963,0.00037601945],"domain_scores_gemma":[0.99786884,0.00009070397,0.0013706202,0.00025669608,0.00025442123,0.00015869405],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012709437,0.0002653648,0.00080377376,0.00023503664,0.000099946716,0.0001126353,0.00021769146,0.00017543996,0.0012329397],"category_scores_gemma":[0.00005625039,0.00017308982,0.00010227721,0.0000754127,0.00023334872,0.0006699462,0.00013573444,0.00007139596,0.00003700067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031056785,0.00016622897,0.0002822498,0.00005826562,0.0000091201555,0.000044368742,0.00012214975,0.0000021427932,0.996334,0.000043766988,0.000039473594,0.0025876432],"study_design_scores_gemma":[0.0022251771,0.0004049598,0.07210832,0.00045309385,0.00023193171,0.00036437766,0.0001251185,0.0000017955366,0.9236104,0.00019361357,0.00003693563,0.0002442652],"about_ca_topic_score_codex":0.000048137244,"about_ca_topic_score_gemma":0.0000135563005,"teacher_disagreement_score":0.07272361,"about_ca_system_score_codex":0.00014209957,"about_ca_system_score_gemma":0.000082218095,"threshold_uncertainty_score":0.99968004},"labels":[],"label_agreement":null},{"id":"W2298782013","doi":"10.1007/s40870-015-0031-5","title":"Ballistic Response of Chromium/Chromium-Sulfide Cermets","year":2015,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"Advanced materials and composites","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Chromium; Materials science; Cermet; Sulfide; Ceramic; Metal; Metallurgy; Composite material; Ductility (Earth science); Chromium hydride; Brittleness","score_opus":0.014910387194011453,"score_gpt":0.25740781703338095,"score_spread":0.2424974298393695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298782013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967488,0.00044374843,0.00066258485,0.000013101864,0.0017760241,0.00015486585,0.00014392399,0.00002773284,0.000029212513],"genre_scores_gemma":[0.99425393,0.00007594067,0.005487521,0.000004309727,0.00008899024,0.000008435078,0.0000055311402,0.000044909517,0.00003045812],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980226,0.00013566342,0.0012016781,0.000093765564,0.00032347743,0.00022278745],"domain_scores_gemma":[0.9986275,0.00009614599,0.0006184246,0.00024356497,0.00028519655,0.00012919356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010228584,0.0001964171,0.0007656504,0.00017902695,0.000015932048,0.000027102778,0.0003093378,0.00010784957,0.0001508046],"category_scores_gemma":[0.00013533063,0.00017290207,0.00010728771,0.000087968416,0.000073946336,0.00020755627,0.000054209067,0.00008092169,0.0000069913785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008006464,0.00008166321,0.00004611835,0.00011857742,0.000038948874,0.00005386152,0.000096843934,0.002534427,0.99579644,0.000027342587,0.00011828818,0.00028685952],"study_design_scores_gemma":[0.0011645874,0.0004907711,0.009724145,0.00023678047,0.00019585925,0.00019239465,0.00007587612,0.00009812511,0.9872716,0.00023899513,0.000119800075,0.00019108735],"about_ca_topic_score_codex":0.000009557969,"about_ca_topic_score_gemma":0.0000012751957,"teacher_disagreement_score":0.009678027,"about_ca_system_score_codex":0.00012488688,"about_ca_system_score_gemma":0.00008055766,"threshold_uncertainty_score":0.7050742},"labels":[],"label_agreement":null},{"id":"W2594327133","doi":"10.1007/s40870-017-0096-4","title":"Close-Range Blast Effects on Small Square Clamped Plates Made from Aluminum 6061-T6","year":2017,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada","funders":"Defence Research and Development Canada","keywords":"Materials science; Explosive material; Split-Hopkinson pressure bar; Solid mechanics; Finite element method; Range (aeronautics); Compression (physics); Composite material; Structural engineering; Square (algebra); Strain rate; Blast wave; Aluminium; Mechanics; Geometry; Shock wave; Physics; Engineering","score_opus":0.022045716948509566,"score_gpt":0.2888568567156116,"score_spread":0.2668111397671021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594327133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905036,0.000048748134,0.000015976246,0.00019785804,0.00713026,0.0006887974,0.0013348573,0.000050952818,0.000028930534],"genre_scores_gemma":[0.99725544,0.000045257733,0.0016813461,0.00004737227,0.0006218856,0.000046161396,0.000036864603,0.00008489024,0.0001807756],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9962732,0.00032493795,0.0015334,0.00040996503,0.0007732585,0.0006851991],"domain_scores_gemma":[0.99543905,0.00021698562,0.0027276056,0.0010375754,0.00030403314,0.00027477555],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012950614,0.00053058943,0.0014425009,0.00022890366,0.0003701731,0.0006596801,0.0014725139,0.0004151636,0.0014809247],"category_scores_gemma":[0.000338768,0.00043079702,0.00030630035,0.000047621787,0.00029055247,0.00063112756,0.00027632446,0.00024916016,0.00022238713],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083361065,0.000349378,0.0028744445,0.00013617083,0.000034023808,0.00030432272,0.00037559695,0.0000013891788,0.993466,0.0000251665,0.00013366762,0.0014662206],"study_design_scores_gemma":[0.0020080956,0.00089050847,0.2085174,0.00060046127,0.00042387552,0.00006489417,0.00007666021,9.1817435e-7,0.7868958,0.00009888629,0.00006758974,0.0003549037],"about_ca_topic_score_codex":0.0005837269,"about_ca_topic_score_gemma":0.000090753034,"teacher_disagreement_score":0.20657021,"about_ca_system_score_codex":0.00017857635,"about_ca_system_score_gemma":0.00015077817,"threshold_uncertainty_score":0.9998144},"labels":[],"label_agreement":null},{"id":"W2889776950","doi":"10.1007/s40870-018-0176-0","title":"High Rate Compressive Behaviour of a Dilatant Polymeric Foam","year":2018,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; University of Alberta","funders":"Department of Mechanical Engineering, University of Alberta; Army Research Laboratory; School of Materials Engineering, Purdue University; Defence Research and Development Canada","keywords":"Dilatant; Materials science; Solid mechanics; Composite material; Compressive strength","score_opus":0.009495802792526846,"score_gpt":0.2606491437544218,"score_spread":0.25115334096189496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889776950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99646467,0.0003832762,0.00014179629,0.000041380692,0.0023996988,0.00017104694,0.00036391296,0.00001845374,0.000015757081],"genre_scores_gemma":[0.9977274,0.000027812617,0.0019380007,0.000018305214,0.00016952338,0.000010592659,0.0000071572445,0.0000305361,0.00007070458],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972369,0.0002734656,0.0014630711,0.00020404928,0.00046876294,0.00035371736],"domain_scores_gemma":[0.99661946,0.00008875724,0.0023473748,0.00039043985,0.00043127732,0.00012267605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090826297,0.00024039492,0.0009257532,0.00022717848,0.00008404768,0.00005788908,0.0006758132,0.00011283189,0.00080734264],"category_scores_gemma":[0.00004638456,0.00019248581,0.00016307221,0.00015014349,0.0004231572,0.00027143516,0.00016479222,0.00009618724,0.00002072659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003167924,0.00033155672,0.0008131423,0.00003683981,0.000024809444,0.000040097675,0.0001981712,0.000001876969,0.9972769,0.000065730135,0.000043554544,0.0008504997],"study_design_scores_gemma":[0.00079225644,0.0009890591,0.04440036,0.0002701035,0.00032138257,0.0001988543,0.00008740874,0.0000052456535,0.9526717,0.00008142844,0.000006842771,0.0001753426],"about_ca_topic_score_codex":0.0003046877,"about_ca_topic_score_gemma":0.0000061385826,"teacher_disagreement_score":0.044605214,"about_ca_system_score_codex":0.000045993656,"about_ca_system_score_gemma":0.00012443292,"threshold_uncertainty_score":0.8839836},"labels":[],"label_agreement":null},{"id":"W2907666522","doi":"10.1007/s40870-018-00180-w","title":"Spall Characterization of EPON 828 Epoxy with Embedded Carbon Nanotubes","year":2019,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Carleton University; McGill University","funders":"National Research Council Canada","keywords":"Materials science; Spall; Epoxy; Carbon nanotube; Characterization (materials science); Solid mechanics; Composite material; Carbon fibers; Nanotechnology; Composite number","score_opus":0.006314067180922669,"score_gpt":0.23358341533909208,"score_spread":0.2272693481581694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907666522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969713,0.000051178275,0.000031220265,0.000026076419,0.0022455696,0.00048323863,0.00011879646,0.000017776285,0.000054816832],"genre_scores_gemma":[0.9978235,0.000030187995,0.0018910937,0.000009701751,0.00008480734,0.000011334441,0.000015993415,0.00004397065,0.00008946274],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99710613,0.00019589975,0.0014420082,0.00022960494,0.0007381615,0.00028820735],"domain_scores_gemma":[0.99667275,0.00008156184,0.0022012847,0.00045536066,0.0005131566,0.00007587554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010086511,0.0002511853,0.0009780457,0.0002839798,0.000023853769,0.00006058126,0.00049075775,0.00014777193,0.00055432884],"category_scores_gemma":[0.00004169073,0.00019538446,0.00012258731,0.00016931431,0.00013666072,0.00032690103,0.00011377533,0.00010027695,0.000009095295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050099334,0.00021398676,0.0061176107,0.00016850559,0.000024581936,0.000026543114,0.00021064129,0.0000236766,0.9925122,0.000045951714,0.0000013235627,0.00015397745],"study_design_scores_gemma":[0.0010116161,0.00086423074,0.04402269,0.00046465686,0.00021181829,0.00022980367,0.00005546216,0.000024659785,0.9528866,0.000023620902,0.000008447761,0.00019639588],"about_ca_topic_score_codex":0.000052594904,"about_ca_topic_score_gemma":0.000005729752,"teacher_disagreement_score":0.03962561,"about_ca_system_score_codex":0.000097026495,"about_ca_system_score_gemma":0.00015395303,"threshold_uncertainty_score":0.7967547},"labels":[],"label_agreement":null},{"id":"W2914306058","doi":"10.1007/s40870-019-00189-9","title":"Component-Level Finite Element Model and Validation for a Modern American Football Helmet","year":2019,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Football; Finite element method; Parametric statistics; Computer science; Solid mechanics; Range (aeronautics); Shell (structure); Convergence (economics); Experimental data; Structural engineering; Simulation; Mechanical engineering; Materials science; Engineering; Mathematics; Composite material; Statistics","score_opus":0.041671038551870335,"score_gpt":0.31792148504531054,"score_spread":0.2762504464934402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914306058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848916,0.000030325646,0.013723404,0.0000977859,0.00021017152,0.00064782036,0.00038686345,0.0000062712224,0.000005736371],"genre_scores_gemma":[0.98810315,0.000057989844,0.011484383,0.000048623624,0.000036520076,0.000017550812,0.00005550552,0.000023950663,0.00017234072],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987313,0.000033606113,0.00068767444,0.00012493835,0.00026027678,0.00016220816],"domain_scores_gemma":[0.99862105,0.000037305857,0.00086658844,0.00014336083,0.00025809644,0.00007362714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005402134,0.00013013049,0.0005923597,0.00018473997,0.000026300759,0.000020480924,0.00008404813,0.000052354368,0.00006596747],"category_scores_gemma":[0.000019034862,0.000107967455,0.00010470096,0.00003711352,0.000043384338,0.00009526271,0.000040658873,0.0000623803,0.0000020164941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006584191,0.00025444524,0.0005199676,0.00015173932,0.000074495416,0.0000039329816,0.00021140782,0.00006278918,0.99263936,0.000116286035,0.00002264599,0.0052844887],"study_design_scores_gemma":[0.017127855,0.015950713,0.094195545,0.001167486,0.0038318597,0.00037172326,0.0006603293,0.061656192,0.7999564,0.004023432,0.00020918326,0.0008493153],"about_ca_topic_score_codex":0.000008940194,"about_ca_topic_score_gemma":0.0000015206195,"teacher_disagreement_score":0.19268301,"about_ca_system_score_codex":0.00007354528,"about_ca_system_score_gemma":0.00006450147,"threshold_uncertainty_score":0.4402785},"labels":[],"label_agreement":null},{"id":"W2922078074","doi":"10.1007/s40870-019-00191-1","title":"Correction to: Component-Level Finite Element Model and Validation for a Modern American Football Helmet","year":2019,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Football; Component (thermodynamics); Solid mechanics; Finite element method; Element (criminal law); Linguistics; Computer science; Natural language processing; Structural engineering; Engineering; Physics; Materials science; History; Archaeology; Composite material; Law; Political science; Philosophy","score_opus":0.035925427300354314,"score_gpt":0.3176590823521373,"score_spread":0.281733655051783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922078074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96561706,0.000012066337,0.032491144,0.00009154114,0.0008123274,0.0007440413,0.00021845112,0.00000711009,0.0000062485537],"genre_scores_gemma":[0.99097663,0.000027202243,0.00844567,0.000062303836,0.000044683253,0.00002334611,0.000044740114,0.000022001443,0.00035340796],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988398,0.00003262466,0.000612545,0.00012772626,0.00023984646,0.0001474698],"domain_scores_gemma":[0.99878776,0.000044536417,0.0006772319,0.00012401253,0.00028284432,0.00008362131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004990729,0.000120025135,0.0005049559,0.00021948604,0.000028580827,0.000021320284,0.00006743245,0.00004077274,0.000048278176],"category_scores_gemma":[0.000034894394,0.00010344561,0.00008726079,0.00005065301,0.000024413233,0.000086551,0.000035629364,0.00006178517,0.0000027664523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085737486,0.00021760385,0.00046479,0.000082245235,0.000051013685,0.0000020440357,0.00026482402,0.00021335174,0.9883163,0.000030248344,0.000115653595,0.00938455],"study_design_scores_gemma":[0.008931854,0.017103782,0.10269164,0.0012058937,0.00223933,0.00029470658,0.0006207186,0.0901445,0.7749713,0.00096452166,0.00019986836,0.0006318626],"about_ca_topic_score_codex":0.00001824493,"about_ca_topic_score_gemma":0.000004384106,"teacher_disagreement_score":0.21334498,"about_ca_system_score_codex":0.00010395003,"about_ca_system_score_gemma":0.000058242047,"threshold_uncertainty_score":0.42183897},"labels":[],"label_agreement":null},{"id":"W2978902409","doi":"10.1007/s40870-019-00224-9","title":"Workshop on Mathematical Challenges in Brittle Material Failure","year":2019,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Army Research Office","keywords":"Solid mechanics; Brittleness; Materials science; Forensic engineering; Composite material; Engineering","score_opus":0.02638622135080943,"score_gpt":0.2804482915814916,"score_spread":0.25406207023068217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978902409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99738073,0.00017515401,0.000002702644,0.0005827604,0.0013279053,0.00033280512,0.00008391638,0.000032335993,0.00008168748],"genre_scores_gemma":[0.99801296,0.00028291647,0.0015373006,0.000016113656,0.000056665296,0.00001794222,0.0000022671175,0.00003339089,0.00004046775],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977763,0.00015135524,0.0010884862,0.00022351366,0.00044430114,0.00031603719],"domain_scores_gemma":[0.99853987,0.00011641625,0.000839322,0.00035677044,0.0000948048,0.000052833755],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011562541,0.00020714679,0.0008251248,0.00043547753,0.000030877014,0.000050505554,0.00045422793,0.00023354408,0.0019561402],"category_scores_gemma":[0.00011927282,0.00017174485,0.00010635789,0.0001183773,0.00015244735,0.0001776325,0.0001173054,0.00016014512,0.00021530775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016394656,0.00029878598,0.0003113064,0.00009332522,0.000013561679,0.00003242951,0.0002546723,0.000008025141,0.9959276,0.0010480355,0.00006016243,0.0017881766],"study_design_scores_gemma":[0.0040828628,0.0015321813,0.1258843,0.0017334395,0.00023383269,0.0006351941,0.0051326263,0.000014741234,0.852406,0.0066755535,0.0008157721,0.000853476],"about_ca_topic_score_codex":0.0000026975727,"about_ca_topic_score_gemma":0.000008647297,"teacher_disagreement_score":0.14352155,"about_ca_system_score_codex":0.000082553655,"about_ca_system_score_gemma":0.00003014708,"threshold_uncertainty_score":0.9989562},"labels":[],"label_agreement":null},{"id":"W3014608609","doi":"10.1007/s40870-020-00242-y","title":"Experimental Investigation of the Mechanical Behavior of an AlSi-PE Abradable Coating at High Strain Rates for a Large Range of Temperatures","year":2020,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Materials science; Solid mechanics; Composite material; Casing; Coating; Split-Hopkinson pressure bar; Strain rate; Compression (physics); Range (aeronautics); Mechanical engineering","score_opus":0.029878840464357397,"score_gpt":0.31690509950117773,"score_spread":0.28702625903682033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014608609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99416,0.000049548697,0.000033435994,0.00011285289,0.00096630305,0.0010098992,0.0036542306,0.000013213811,5.372025e-7],"genre_scores_gemma":[0.9949394,0.0000049849027,0.0047635324,0.00003637472,0.00009120738,0.00006160005,0.00004978225,0.000042707517,0.000010428132],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9964237,0.00037556724,0.0019650997,0.00023186315,0.0006646396,0.0003391295],"domain_scores_gemma":[0.99643373,0.000092655195,0.0025876593,0.00030189694,0.00042504026,0.00015899401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014780033,0.00028178687,0.0011396578,0.00009926771,0.000109510576,0.000050914994,0.0006336358,0.00020289165,0.0006227986],"category_scores_gemma":[0.00018120953,0.00020422306,0.00024601546,0.00014508344,0.00021935986,0.00043112246,0.00019435603,0.00010256523,0.0000010379088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006382341,0.00040703476,0.0012008592,0.00024168275,0.00001707786,0.000006189807,0.0012019195,0.000004979826,0.9960749,0.0001467343,0.000033839926,0.000026529971],"study_design_scores_gemma":[0.0020869845,0.0014587352,0.02515165,0.0002164815,0.0003934874,0.000037039692,0.00068855897,0.000010421094,0.9697476,0.000028910226,0.000002970365,0.00017714009],"about_ca_topic_score_codex":0.00013534854,"about_ca_topic_score_gemma":0.00001929457,"teacher_disagreement_score":0.026327295,"about_ca_system_score_codex":0.00008624696,"about_ca_system_score_gemma":0.00019759951,"threshold_uncertainty_score":0.83279747},"labels":[],"label_agreement":null},{"id":"W3082909819","doi":"10.1007/s40870-020-00264-6","title":"Dynamic Compression Strength of Ceramics: What was Learned from an Interlaboratory Round Robin Exercise?","year":2020,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Split-Hopkinson pressure bar; Composite material; Dumbbell; Ceramic; Compression (physics); Solid mechanics; Compressive strength; Dynamic range compression; Strain rate","score_opus":0.030442976430439157,"score_gpt":0.3085875369722887,"score_spread":0.27814456054184955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082909819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99468434,0.0003099187,0.00010916079,0.00021888327,0.0030358133,0.00044584207,0.0011472285,0.000047031674,0.0000018112493],"genre_scores_gemma":[0.9958813,0.0004509903,0.0032813642,0.000050155235,0.00011332712,0.0000134938155,0.000121482815,0.000070398455,0.000017482771],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99584055,0.00041870947,0.0021438333,0.00039283457,0.00075626443,0.00044779098],"domain_scores_gemma":[0.99622875,0.00007554289,0.0023213685,0.0005038798,0.0005317636,0.00033871384],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00087228266,0.00043232559,0.0016203367,0.00020137876,0.000086906526,0.00039512603,0.0010176856,0.00031400175,0.002143105],"category_scores_gemma":[0.000083776096,0.00036859213,0.00020374257,0.00017902587,0.00025393133,0.0020679003,0.0002525801,0.00023511655,0.000028096698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00107584,0.00048836676,0.00022979954,0.00012355315,0.00002294414,0.000051628645,0.0017386689,0.000035430632,0.9926304,0.000007964788,0.000036896497,0.0035584734],"study_design_scores_gemma":[0.0017403635,0.0010906009,0.0092590945,0.0009506608,0.0005048937,0.000022465963,0.0021440946,0.00006774054,0.98374724,0.000055130786,0.00004220015,0.000375514],"about_ca_topic_score_codex":0.00023604817,"about_ca_topic_score_gemma":0.000025517376,"teacher_disagreement_score":0.009029294,"about_ca_system_score_codex":0.00015567685,"about_ca_system_score_gemma":0.00024551933,"threshold_uncertainty_score":0.9998766},"labels":[],"label_agreement":null},{"id":"W3135726828","doi":"10.1007/s40870-021-00294-8","title":"Thermoelastoviscoplastic Bilinear Compressive Constitutive Law of an AlSi-PE Abradable Material Based on Experimental Investigations","year":2021,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Materials science; Constitutive equation; Casing; Solid mechanics; Compression (physics); Composite material; Coating; Gas compressor; Porosity; Structural engineering; Mechanical engineering; Finite element method","score_opus":0.010904546160894034,"score_gpt":0.24928855001600345,"score_spread":0.2383840038551094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135726828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99679625,0.0000740905,0.0013777118,0.000010484525,0.0011679301,0.00012826131,0.00032064013,0.0000272711,0.00009734467],"genre_scores_gemma":[0.99515545,0.000005126614,0.0046880767,0.000012048085,0.00004843546,0.000014444121,0.00004792765,0.000023760884,0.0000047013796],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988247,0.000091173686,0.0006654083,0.00009827044,0.0001796762,0.00014076718],"domain_scores_gemma":[0.9992205,0.00008254617,0.00029412948,0.00017974753,0.00014735914,0.000075713615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016485648,0.00014891458,0.00042625944,0.000119735756,0.000036750476,0.000019033909,0.00014216866,0.00010319333,0.0003726771],"category_scores_gemma":[0.000032316628,0.00014096443,0.00006601586,0.00008962369,0.00017674758,0.0001829889,0.000018212831,0.00010305453,0.0000023056339],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007327916,0.00020311546,0.000028132887,0.00005169111,0.000036472393,0.000036318033,0.00010082512,0.050439592,0.94836694,0.000600832,0.0000075778453,0.000055231263],"study_design_scores_gemma":[0.0007510462,0.00023323724,0.0018952499,0.00017023091,0.00009516175,0.000083756044,0.00013001334,0.004459892,0.99201375,0.000025201038,0.000023732511,0.000118750046],"about_ca_topic_score_codex":0.0000087156795,"about_ca_topic_score_gemma":0.0000030515364,"teacher_disagreement_score":0.0459797,"about_ca_system_score_codex":0.00005627321,"about_ca_system_score_gemma":0.000093604845,"threshold_uncertainty_score":0.57483625},"labels":[],"label_agreement":null},{"id":"W3165235379","doi":"10.1007/s40870-021-00310-x","title":"Soda-Lime Glass Constitutive Parameters and Finite Element Model for Simulating Ballistic Impact","year":2021,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; University of Waterloo","funders":"","keywords":"Projectile; Ballistic impact; Armour; Materials science; Ballistics; Perforation; Solid mechanics; Constitutive equation; Material properties; Soda-lime glass; Composite material; Finite element method; Kinematics; Residual; Ballistic limit; Laminated glass; Structural engineering; Punching; Computer science; Layer (electronics); Engineering","score_opus":0.0373053393904044,"score_gpt":0.33528457756049723,"score_spread":0.2979792381700928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165235379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886516,0.00006201438,0.007987059,0.000048724767,0.0010685711,0.0005092912,0.0016512426,0.00001696907,0.0000045750894],"genre_scores_gemma":[0.97839016,0.000033471086,0.021343345,0.000030339472,0.000055250937,0.00003226184,0.000036644196,0.000032010423,0.000046523008],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99738497,0.00015255412,0.0013346743,0.000254338,0.0003973346,0.00047614524],"domain_scores_gemma":[0.99758494,0.00029453696,0.0011260117,0.00023873632,0.0005733393,0.00018243826],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001226543,0.00030124155,0.0009434514,0.00013176282,0.00013196266,0.00022950853,0.0002364587,0.00015278994,0.00030880398],"category_scores_gemma":[0.00043842552,0.00024906997,0.00020719078,0.000079319274,0.00021071246,0.00038487246,0.00012866773,0.000092825794,0.0000046705536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033238725,0.00017884646,0.00032354545,0.00011404423,0.000038012564,0.00005483496,0.00033665527,0.004203215,0.99388826,0.00010971235,0.000020609832,0.00039990566],"study_design_scores_gemma":[0.002715409,0.0007154799,0.004261421,0.00033878314,0.0009244226,0.00022137252,0.00025700548,0.005682887,0.9840784,0.00036574915,0.000013598183,0.00042547815],"about_ca_topic_score_codex":0.000043037147,"about_ca_topic_score_gemma":0.000011651572,"teacher_disagreement_score":0.013356287,"about_ca_system_score_codex":0.00017416195,"about_ca_system_score_gemma":0.00045467546,"threshold_uncertainty_score":0.9999961},"labels":[],"label_agreement":null},{"id":"W4226119863","doi":"10.1007/s40870-022-00335-w","title":"Soda Lime Glass Response to Projectile Impact and Damage Characterization Using Depth of Penetration Testing with a Polycarbonate Backing and Comparison to Finite Element Model","year":2022,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; University of Waterloo","funders":"","keywords":"Projectile; Materials science; Polycarbonate; Composite material; Soda-lime glass; Armour; Penetration (warfare); Ballistics; Cracking; Solid mechanics; Finite element method; Laminated glass; Penetration depth; Ballistic impact; Structural engineering; Optics; Engineering","score_opus":0.04335449078592623,"score_gpt":0.32865102055532297,"score_spread":0.28529652976939673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226119863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99723744,0.0000066700522,0.0012173919,0.00004260858,0.00022923152,0.0007426071,0.0005108527,0.000012387142,8.1821435e-7],"genre_scores_gemma":[0.9874981,0.0000017069416,0.012372657,0.000016195549,0.000023378234,0.00003178922,0.000016194534,0.000032297325,0.000007655637],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976994,0.00032222245,0.0009846588,0.00020885696,0.0004969354,0.00028792061],"domain_scores_gemma":[0.9982157,0.00007873854,0.0011532817,0.00016551443,0.0002485025,0.00013826948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018769554,0.00021459632,0.0006219599,0.00037490876,0.00016325766,0.00015093037,0.000180325,0.00005070367,0.00006747889],"category_scores_gemma":[0.000117131814,0.0001828049,0.000035124045,0.00023565334,0.00004844434,0.00036143448,0.00021493844,0.00008676375,3.7251954e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030584605,0.0001490174,0.007406755,0.00005187796,0.000010104977,0.0000122241745,0.0015174769,0.005392106,0.98204774,0.0000015103263,9.237221e-7,0.00035179988],"study_design_scores_gemma":[0.00094129366,0.002882593,0.2705906,0.00020212088,0.00021263746,0.00013824728,0.0003574045,0.00456622,0.7198715,0.000003080992,0.00000199479,0.00023228154],"about_ca_topic_score_codex":0.00020023,"about_ca_topic_score_gemma":0.00002116998,"teacher_disagreement_score":0.26318386,"about_ca_system_score_codex":0.0002044442,"about_ca_system_score_gemma":0.00026844422,"threshold_uncertainty_score":0.74545676},"labels":[],"label_agreement":null},{"id":"W4392186027","doi":"10.1007/s40870-024-00409-x","title":"Characterization of the Structural Response of Adhesively Bonded Ultra-High Strength Steel Tubes Under a Range of Loading Conditions and Assessment of a Rate Dependent Cohesive Zone Model","year":2024,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Advanced Manufacturing Consortium; Honda Development and Manufacturing of America; ArcelorMittal; Compute Canada; Ontario Centres of Excellence; 3M","keywords":"Materials science; Cohesive zone model; Structural engineering; Composite material; Failure mode and effects analysis; Adhesive; Displacement (psychology); Deformation (meteorology); Solid mechanics; Adhesive bonding; Joint (building); Fracture mechanics; Engineering","score_opus":0.011351470099418696,"score_gpt":0.2678203165900659,"score_spread":0.2564688464906472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392186027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976892,0.000078503064,0.000247,0.000021367667,0.00028549254,0.00023998936,0.0014273977,0.000009524627,0.000001557737],"genre_scores_gemma":[0.9991268,0.00007189946,0.0007221665,0.0000013659819,0.000011936759,0.0000070420615,0.000017871884,0.000026275877,0.000014626641],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99796087,0.00020421295,0.0012142827,0.00011502363,0.00037279993,0.00013279225],"domain_scores_gemma":[0.9985773,0.00017496335,0.00072533917,0.00018923354,0.0002922019,0.0000409934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005425415,0.00017911309,0.00074182916,0.00032144712,0.000025181425,0.00002279003,0.00018709632,0.00009539834,0.000052045045],"category_scores_gemma":[0.000050451206,0.00013452115,0.0001681621,0.00018477258,0.0001233658,0.00020769986,0.000037083744,0.00013345691,6.01275e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001911303,0.00002534626,0.0008296432,0.0004367653,0.00031968922,0.0000048052107,0.00035018762,0.0046265065,0.9929893,0.00017193404,5.2866096e-7,0.000054153847],"study_design_scores_gemma":[0.00043672704,0.000093955816,0.29860738,0.00043838785,0.0006895087,0.000031354655,0.00018720959,0.004328268,0.6950458,0.00006681352,3.3345657e-8,0.00007456528],"about_ca_topic_score_codex":0.000054080017,"about_ca_topic_score_gemma":0.000007792799,"teacher_disagreement_score":0.2979435,"about_ca_system_score_codex":0.00010593359,"about_ca_system_score_gemma":0.00011512739,"threshold_uncertainty_score":0.5485613},"labels":[],"label_agreement":null},{"id":"W4396789789","doi":"10.1007/s40870-024-00419-9","title":"Characterization of the Strain Rate-Dependent Deformation Response and Fracture Behaviour of a Three-Part Snap-Cure Epoxy Resin Under Tension and Compression Loading","year":2024,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Epoxy; Ultimate tensile strength; Strain rate; Brittleness; Compressive strength; Deformation (meteorology); Modulus; Composite number","score_opus":0.011944291858999392,"score_gpt":0.2415574327697793,"score_spread":0.22961314091077992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396789789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972369,0.00026257455,0.0011779596,0.0001310516,0.0006234285,0.00033418005,0.00021300446,0.00002024565,6.7301e-7],"genre_scores_gemma":[0.99950415,0.00009897055,0.0003043771,0.000006036394,0.000025056104,0.0000055513688,0.00001834521,0.000031145304,0.0000063613934],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99815774,0.00021008214,0.0010281573,0.00011374964,0.0003552054,0.000135053],"domain_scores_gemma":[0.9989548,0.00010886691,0.00054025947,0.00018618273,0.00014987182,0.000060041217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011302201,0.0001784945,0.0004631206,0.00019632926,0.00004007076,0.000056481378,0.00015448612,0.0001849071,0.00005206207],"category_scores_gemma":[0.00003352833,0.00012385366,0.000079127516,0.000104807645,0.00006283972,0.0003342656,0.00007410151,0.00020909855,3.9922986e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023398148,0.00004252835,0.0008113751,0.00024086246,0.000021629772,0.000009143257,0.00016199621,0.00017301446,0.9976185,0.000027234639,0.0000056527674,0.000654061],"study_design_scores_gemma":[0.00032419994,0.00014682191,0.28985322,0.00126438,0.00026019933,0.00012333805,0.00005617381,0.00072830904,0.7070533,0.00008715904,0.000005228497,0.00009769598],"about_ca_topic_score_codex":0.0000074590143,"about_ca_topic_score_gemma":0.0000042411707,"teacher_disagreement_score":0.29056522,"about_ca_system_score_codex":0.00005703539,"about_ca_system_score_gemma":0.00003532283,"threshold_uncertainty_score":0.50506055},"labels":[],"label_agreement":null},{"id":"W971931519","doi":"10.1007/s40870-015-0027-1","title":"Deformation Mechanics of a Non-Linear Hyper-Viscoelastic Porous Material, Part II: Porous Material Micro-Scale Model","year":2015,"lang":"en","type":"article","venue":"Journal of Dynamic Behavior of Materials","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Viscoelasticity; Solid mechanics; Composite material; Metal foam; Porous medium; Deformation (meteorology); Continuum mechanics; Porosity; Finite element method; Stiffness; Material properties; Mechanics; Structural engineering","score_opus":0.011155427457919587,"score_gpt":0.22743500770409245,"score_spread":0.21627958024617286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W971931519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924685,0.00006799071,0.0029103216,0.0000072031844,0.003635812,0.00026634187,0.00058690715,0.00003567883,0.000021255344],"genre_scores_gemma":[0.99346834,0.000056924724,0.0060842684,0.000004906114,0.00019404643,0.000010190632,0.000100417616,0.000063351785,0.00001754452],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976508,0.000053086645,0.0014487942,0.00012441374,0.0004252442,0.00029764124],"domain_scores_gemma":[0.99862117,0.000008832416,0.0006955867,0.00026957333,0.00027210373,0.00013272751],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048028378,0.0002874943,0.00080229156,0.00020236774,0.00004380663,0.00005024659,0.00033617354,0.00020355587,0.00011696801],"category_scores_gemma":[0.000011227898,0.00025477336,0.0001289537,0.00008062843,0.0000400211,0.00029671908,0.00010718115,0.00011378823,0.0000037675504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030331378,0.000095689145,0.000012844498,0.00018454813,0.000044337572,0.000016277882,0.0003278023,0.02128171,0.97720146,0.000010984903,0.00010012124,0.0004209378],"study_design_scores_gemma":[0.0010954714,0.00051299384,0.00019523765,0.00017192241,0.00038694768,0.00064529246,0.0001368917,0.015944913,0.9804065,0.0001931773,0.00002394057,0.00028668638],"about_ca_topic_score_codex":0.000030187612,"about_ca_topic_score_gemma":0.0000044889744,"teacher_disagreement_score":0.0053367973,"about_ca_system_score_codex":0.00012138247,"about_ca_system_score_gemma":0.00008802341,"threshold_uncertainty_score":0.99999046},"labels":[],"label_agreement":null}]}