{"meta":{"query_hash":"c96448d804c9","filters":{"venue":"Applied Mathematics and Mechanics"},"cohort_total":26,"direct_labels_cover":1,"predictions_cover":26,"exported":26,"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/c96448d804c9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Applied+Mathematics+and+Mechanics"},"results":[{"id":"W1527711299","doi":"10.1023/a:1016309403447","title":"The Applications of a Modified Normal Form Approach","year":2001,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Advanced Differential Equations and Dynamical Systems","field":"Mathematics","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":"Maple; Chen; Zhàng; Computer science; Mathematics; Algebra over a field; Pure mathematics; Calculus (dental); Medicine","score_opus":0.028385171821591653,"score_gpt":0.26763787074691087,"score_spread":0.23925269892531922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1527711299","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072414973,0.000047193113,0.97539765,0.000028175476,0.00002461693,0.00082727254,0.000007340944,0.00004851889,0.01637771],"genre_scores_gemma":[0.8048663,0.00020144154,0.19386996,0.000015528196,0.00005124255,0.00057565595,0.000010199551,0.000034912446,0.00037475248],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989105,0.000006211587,0.00047026022,0.00016254307,0.00023169364,0.00021878311],"domain_scores_gemma":[0.9987961,0.00038961731,0.00026242592,0.00040905568,0.00006887403,0.00007390752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034730375,0.00014644655,0.00026514177,0.000037324353,0.00024968127,0.000034407938,0.00019363796,0.000084424144,0.0000051914044],"category_scores_gemma":[0.000046210505,0.00009623877,0.00006009966,0.00018700898,0.00004221632,0.000035526955,0.000092714414,0.00009978145,0.0000031319278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008030761,0.00016251481,3.2675945e-7,0.00014243387,0.000024940702,8.7665946e-8,0.0002418513,0.00001767776,0.0015211068,0.9860043,0.000018803848,0.011857912],"study_design_scores_gemma":[0.00030445517,0.000019443483,6.189765e-7,0.000012078143,0.00005006261,0.000010866798,0.0008570325,0.09444281,0.00025665385,0.9029641,0.00096061296,0.00012127851],"about_ca_topic_score_codex":0.0000039946813,"about_ca_topic_score_gemma":0.000008757614,"teacher_disagreement_score":0.7976248,"about_ca_system_score_codex":0.000015823627,"about_ca_system_score_gemma":0.00001504846,"threshold_uncertainty_score":0.3924503},"labels":[],"label_agreement":null},{"id":"W1549293899","doi":"10.1007/bf02459241","title":"Book review on bifurcation and chaos in engineering","year":2000,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Chaos, Complexity, and Education","field":"Computer 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":"Western University","funders":"","keywords":"CHAOS (operating system); Bifurcation; Computer science; Statistical physics; Physics; Nonlinear system; Computer security","score_opus":0.016509160671738073,"score_gpt":0.22890520209558338,"score_spread":0.2123960414238453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1549293899","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040030666,0.10964203,0.82738656,0.009757056,0.00062854035,0.0033308205,0.000005044754,0.0005527235,0.008666565],"genre_scores_gemma":[0.13686287,0.37394458,0.4461495,0.040265642,0.00043179403,0.00071196276,0.000031943793,0.00012741273,0.0014742821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945587,0.0000028297613,0.00015796088,0.00017343549,0.00009349111,0.000116423354],"domain_scores_gemma":[0.9996419,0.0000406989,0.000035571393,0.00022606688,0.000009483892,0.00004629785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020563921,0.00009043084,0.00013577215,0.00005017838,0.00003335172,0.000037235688,0.000113124566,0.0000301031,0.00003214469],"category_scores_gemma":[0.000009699838,0.000085003674,0.000010850337,0.00012362201,0.0000037385519,0.00006887478,0.000034735087,0.00006314961,0.000018078108],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013656047,0.00010899018,2.4888314e-7,0.0014929728,0.0000047854337,7.3230234e-7,0.0020711883,0.00003700935,0.0007568107,0.91628855,0.002975181,0.07626213],"study_design_scores_gemma":[0.00080753636,0.00014074364,0.00005963377,0.0028469313,0.00003616443,0.000055333825,0.00015977703,0.7704398,0.0025657245,0.11972266,0.10237724,0.0007884539],"about_ca_topic_score_codex":0.000002268587,"about_ca_topic_score_gemma":9.985741e-7,"teacher_disagreement_score":0.79656595,"about_ca_system_score_codex":0.000015909762,"about_ca_system_score_gemma":0.000011332028,"threshold_uncertainty_score":0.34663492},"labels":[],"label_agreement":null},{"id":"W1846002697","doi":"10.1007/s10483-015-1960-7","title":"Stability and local bifurcation of parameter-excited vibration of pipes conveying pulsating fluid under thermal loading","year":2015,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":18,"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 Manitoba","funders":"","keywords":"Bifurcation; Mechanics; Parameter space; Vibration; Instability; Parametric statistics; Singularity theory; Work (physics); Thermal; Normal mode; Physics; Critical speed; Mathematics; Singularity; Thermodynamics; Mathematical analysis; Nonlinear system; Geometry","score_opus":0.02331896333053975,"score_gpt":0.21684573563092494,"score_spread":0.19352677230038517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1846002697","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4026209,0.00003182591,0.59701294,0.000007092881,0.000012846439,0.000082375125,0.000002414538,0.000022874729,0.00020674434],"genre_scores_gemma":[0.97440094,0.000020127072,0.025528522,0.000011882707,0.000006078201,0.000006931777,0.000011476625,0.000012811882,0.0000012325723],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937373,0.000007699825,0.00031890805,0.00009485976,0.00012235634,0.00008244531],"domain_scores_gemma":[0.9995842,0.00008959255,0.00010328226,0.00011818252,0.000053750824,0.00005097479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032182573,0.00009240854,0.00020799098,0.000057772788,0.000023735693,0.00001623091,0.00003561909,0.00006399891,0.000008113299],"category_scores_gemma":[0.000027775928,0.000086718974,0.000019767398,0.000118386226,0.000025690426,0.00007197901,0.000023574667,0.000047668826,4.7415074e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011957998,0.000060154358,0.000027629974,0.00077299314,0.00009689501,1.3074897e-7,0.006211991,0.03554766,0.719778,0.22833629,0.0000042014026,0.009152078],"study_design_scores_gemma":[0.00020419313,0.000016811264,0.000009639162,0.000020390971,0.0000431802,8.139973e-7,0.0041705105,0.9007784,0.08234357,0.012336477,8.8388657e-7,0.00007512786],"about_ca_topic_score_codex":0.000006044917,"about_ca_topic_score_gemma":0.0000059238123,"teacher_disagreement_score":0.86523074,"about_ca_system_score_codex":0.000019001534,"about_ca_system_score_gemma":0.000013070657,"threshold_uncertainty_score":0.3536297},"labels":[],"label_agreement":null},{"id":"W2053089650","doi":"10.1007/s10483-014-1772-8","title":"Numerical solutions to heat transfer of nanofluid flow over stretching sheet subjected to variations of nanoparticle volume fraction and wall temperature","year":2013,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":11,"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":"Nusselt number; Sherwood number; Prandtl number; Lewis number; Nanofluid; Thermophoresis; Heat transfer; Thermodynamics; Laminar flow; Schmidt number; Mechanics; Materials science; Volume fraction; Chemistry; Reynolds number; Physics; Mass transfer","score_opus":0.006801590828074801,"score_gpt":0.18923240225554402,"score_spread":0.18243081142746922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053089650","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":[0.7594933,0.00005106985,0.23965372,0.00011841,0.000049923077,0.00047142888,0.00002700489,0.00005518881,0.0000799629],"genre_scores_gemma":[0.9776518,0.000059088787,0.0220913,0.000059734208,0.00001657717,0.00007734764,0.0000060412754,0.000031123214,0.00000701816],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991576,0.0000053431013,0.00032767147,0.00014765009,0.00014489976,0.00021681248],"domain_scores_gemma":[0.99957156,0.000045783705,0.0000057281773,0.00016727498,0.00006238076,0.00014725105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010216453,0.00015023578,0.00028420583,0.00008774008,0.00006749803,0.00002760049,0.000058026708,0.00011251797,0.00008328037],"category_scores_gemma":[0.000008894531,0.00014257798,0.000035345085,0.00022070525,0.00000746871,0.00008132747,0.000015647613,0.00009930716,0.000009601069],"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":[0.000005319697,0.00007049335,0.0000036097488,0.0001879986,0.0000373599,1.3873267e-7,0.001524961,0.0018467638,0.9649157,0.030700274,0.00025434236,0.00045304926],"study_design_scores_gemma":[0.0005193117,0.00014027586,0.00019265104,0.00009175543,0.000101776364,0.000004290456,0.00025253475,0.37263182,0.62269366,0.002925534,0.0001571987,0.00028918925],"about_ca_topic_score_codex":0.000042086915,"about_ca_topic_score_gemma":0.00001286846,"teacher_disagreement_score":0.37078506,"about_ca_system_score_codex":0.000021090042,"about_ca_system_score_gemma":0.000013542862,"threshold_uncertainty_score":0.58141613},"labels":[],"label_agreement":null},{"id":"W2059899055","doi":"10.1007/s10483-008-0409-3","title":"Analysis of particulate behavior in porous media","year":2008,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","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":"University of New Brunswick","funders":"","keywords":"Porous medium; Particle (ecology); Dispersion (optics); Mechanics; Particulates; Work (physics); Flow (mathematics); Diffusion; Porosity; Volume (thermodynamics); Materials science; Statistical physics; Thermodynamics; Physics; Chemistry; Geology; Optics; Composite material","score_opus":0.015248498330331175,"score_gpt":0.21497473145262552,"score_spread":0.19972623312229434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059899055","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":[0.88595164,0.000029685561,0.113444895,0.0000036994086,0.000021492613,0.00010989641,0.000005038583,0.000037071695,0.00039656457],"genre_scores_gemma":[0.98981756,0.0001651601,0.009944057,0.000009666136,0.0000026038215,0.000030793442,0.00001770918,0.000009673765,0.000002753661],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995174,0.0000017561023,0.00022817793,0.00006353602,0.0000908159,0.00009836122],"domain_scores_gemma":[0.9997833,0.00004527609,0.00003528538,0.000092206334,0.000013221571,0.000030746054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008197479,0.00006768959,0.0001917962,0.00010438969,0.000015367032,0.0000033733443,0.00003123494,0.000041232925,0.000015487154],"category_scores_gemma":[0.00000767887,0.000066629334,0.000022479471,0.00028847356,0.000010381224,0.000022004187,0.000006838926,0.000044088225,0.0000021104981],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015884418,0.0003892166,0.00036357134,0.00028031546,0.00054921623,0.000020440346,0.030164553,0.040550742,0.43718484,0.47406366,0.000114766335,0.016302783],"study_design_scores_gemma":[0.0005163603,0.00003391,0.002713388,0.000011747888,0.00063131563,0.000009825963,0.0010111599,0.9394195,0.049145907,0.0062239473,0.000013176238,0.00026976576],"about_ca_topic_score_codex":0.0000028676661,"about_ca_topic_score_gemma":0.00003964846,"teacher_disagreement_score":0.89886874,"about_ca_system_score_codex":0.0000119631695,"about_ca_system_score_gemma":0.0000057319235,"threshold_uncertainty_score":0.27170655},"labels":[],"label_agreement":null},{"id":"W2063125591","doi":"10.1007/s10483-012-1620-x","title":"Green’s function solution for transient heat conduction in annular fin during solidification of phase change material","year":2012,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Phase Change Materials Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Fin; Materials science; Thermal conduction; Transient (computer programming); Bessel function; Phase-change material; Mechanics; Annular fin; Phase change; Phase (matter); Thermodynamics; Heat equation; Green's function; Boundary value problem; Shell (structure); Function (biology); Heat transfer; Composite material; Mathematics; Physics; Mathematical analysis; Heat transfer coefficient","score_opus":0.07358825435515072,"score_gpt":0.2841261953746554,"score_spread":0.21053794101950468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063125591","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":[0.9200786,0.0001054783,0.07842257,0.00001924231,0.00033644403,0.0008856347,0.00007388396,0.000054333905,0.00002381792],"genre_scores_gemma":[0.9963826,0.00012926834,0.0026734427,0.000003966983,0.00019407216,0.00050898304,0.00007257959,0.00003266183,0.000002440499],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992497,0.00000612583,0.00026543316,0.00010426053,0.000115353585,0.00025911196],"domain_scores_gemma":[0.99973816,0.000015267122,0.00003734335,0.00012574055,0.000027455808,0.00005605009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034822902,0.000117897915,0.00019693801,0.00012827123,0.000037419075,0.000013223556,0.000042067364,0.00009652826,0.000018578598],"category_scores_gemma":[0.0000057437665,0.00012304436,0.000022298107,0.00008213011,0.000008787929,0.00013616415,0.00001584282,0.000046387067,0.000002118417],"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":[0.00007161301,0.00014534013,1.8919188e-7,0.0013126,0.000011889921,9.8712015e-8,0.0017952338,0.000021409842,0.9873354,0.0072274692,0.000009194294,0.002069606],"study_design_scores_gemma":[0.0015231537,0.00007574073,0.000014367366,0.000053999825,0.000035690155,0.000004924545,0.00032813655,0.07716778,0.9186767,0.001785227,0.00017850284,0.00015582507],"about_ca_topic_score_codex":0.000012182204,"about_ca_topic_score_gemma":0.000008173431,"teacher_disagreement_score":0.077146366,"about_ca_system_score_codex":0.00005955711,"about_ca_system_score_gemma":0.000004123289,"threshold_uncertainty_score":0.50176036},"labels":[],"label_agreement":null},{"id":"W2065727717","doi":"10.1007/s10483-006-0905-z","title":"Differential-algebraic approach to coupled problems of dynamic thermoelasticity","year":2006,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Thermoelastic and Magnetoelastic Phenomena","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Thermoelastic damping; Algebraic number; Mathematics; Transient (computer programming); Algebraic equation; Applied mathematics; Reduction (mathematics); Differential algebraic equation; Numerical analysis; Differential (mechanical device); Differential equation; Mathematical analysis; Ordinary differential equation; Computer science; Physics; Nonlinear system; Thermal; Geometry; Thermodynamics","score_opus":0.005705698725245801,"score_gpt":0.16759898262589468,"score_spread":0.1618932839006489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065727717","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24332963,0.00004931155,0.74693286,0.0000031285324,0.000075825126,0.00042674196,0.000014891252,0.00014068537,0.009026897],"genre_scores_gemma":[0.9581553,0.000022713288,0.0416005,0.000008363222,0.000025543675,0.00007997892,0.000013062869,0.000057150428,0.000037388516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99897784,0.0000021948933,0.00036230718,0.00019418487,0.00018063668,0.00028284272],"domain_scores_gemma":[0.99950767,0.00007401554,0.000066906585,0.00023219115,0.000025058904,0.00009415932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008194269,0.00023674642,0.00036969892,0.000080022306,0.00004105869,0.00002161958,0.00014764172,0.00008575252,0.000033057517],"category_scores_gemma":[0.0000076189335,0.00020681882,0.000038133596,0.00014274793,0.00002249277,0.00002119559,0.00006921075,0.000102500795,0.000011832758],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005789874,0.00018185936,1.4967154e-7,0.00069080235,0.000041005955,2.155037e-7,0.00038021366,0.005610681,0.30533588,0.6864166,0.00003907659,0.0012977159],"study_design_scores_gemma":[0.0006232436,0.00006954057,0.000056778095,0.000061614955,0.00012380524,0.000006715131,0.0002030121,0.88301784,0.0029262197,0.11247454,0.00005344063,0.00038325065],"about_ca_topic_score_codex":0.0000056853037,"about_ca_topic_score_gemma":0.0000051603,"teacher_disagreement_score":0.87740713,"about_ca_system_score_codex":0.000026070178,"about_ca_system_score_gemma":0.000010269434,"threshold_uncertainty_score":0.84338266},"labels":[],"label_agreement":null},{"id":"W2068253050","doi":"10.1007/s10483-010-0208-x","title":"Multiaxial fatigue life prediction of kiln roller under axis line deflection","year":2010,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":13,"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 Ottawa","funders":"","keywords":"Deflection (physics); Structural engineering; Rotary kiln; Finite element method; Vibration fatigue; Engineering; Vertical deflection; Deflection angle; Materials science; Kiln; Physics; Metallurgy","score_opus":0.02162728259076703,"score_gpt":0.230619038220989,"score_spread":0.208991755630222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068253050","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19396909,0.000023617402,0.8046129,0.000029335184,0.00023647388,0.00021778251,0.0000086517075,0.00011436471,0.0007878118],"genre_scores_gemma":[0.97133654,0.00006061496,0.028422765,0.000022233999,0.00008264527,0.000018238916,0.000016968466,0.000026078294,0.00001390571],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991989,0.0000032929854,0.00036663766,0.00013454467,0.00017077631,0.00012585608],"domain_scores_gemma":[0.99953026,0.00006264645,0.00007427669,0.00020062838,0.00005708862,0.00007510993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002241272,0.00013272662,0.00024427043,0.00007642757,0.000048341015,0.000020943238,0.000059028436,0.0001789304,0.000082004335],"category_scores_gemma":[0.000037149814,0.00011871882,0.0000561014,0.00014126858,0.0000085629845,0.000048384165,0.000022669998,0.00018177052,0.0000060054217],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006487536,0.00006778044,0.0000011287532,0.00012438183,0.00007815731,1.0100407e-7,0.00017302806,0.015603345,0.65201676,0.32784453,0.00005036083,0.004033941],"study_design_scores_gemma":[0.00038527267,0.000030072228,0.000009917459,0.000011046802,0.00008910927,0.0000012184017,0.000085558895,0.9394343,0.0342904,0.025207512,0.00034635112,0.00010926995],"about_ca_topic_score_codex":0.0000047334684,"about_ca_topic_score_gemma":0.000020761987,"teacher_disagreement_score":0.9238309,"about_ca_system_score_codex":0.000009145361,"about_ca_system_score_gemma":0.000008798637,"threshold_uncertainty_score":0.4841213},"labels":[],"label_agreement":null},{"id":"W2128436344","doi":"10.1007/s10483-013-1761-7","title":"Hydromagnetic rotating flow of third grade fluid","year":2013,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Magnetohydrodynamic drive; Magnetohydrodynamics; Homotopy analysis method; Flow (mathematics); Mechanics; Nonlinear system; Fluid dynamics; Incompressible flow; Physics; Compressibility; Bounded function; Work (physics); Homotopy; Mathematics; Classical mechanics; Calculus (dental); Mathematical analysis; Magnetic field; Thermodynamics; Pure mathematics","score_opus":0.007859802519558156,"score_gpt":0.17837477078253094,"score_spread":0.1705149682629728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128436344","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":[0.7914036,0.00055403414,0.19587125,0.000047528905,0.00017868383,0.00088676385,0.000010725752,0.0002985032,0.010748905],"genre_scores_gemma":[0.845613,0.00029825405,0.15385526,0.000031144573,0.000030286916,0.00008863822,0.000003789349,0.000048352787,0.000031284068],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929553,0.0000017366555,0.00027581374,0.000104141276,0.00012719726,0.00019557096],"domain_scores_gemma":[0.99966705,0.00004920111,0.000015281366,0.00017614548,0.00002082529,0.00007149134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008955304,0.00014419181,0.00023763406,0.000047058482,0.00003315506,0.000021174163,0.000084757776,0.0000827133,0.00008131031],"category_scores_gemma":[0.0000041443145,0.00013104304,0.00003529619,0.00008155672,0.000010642977,0.00003853173,0.00001907597,0.00008772479,0.000041859406],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.5313856e-7,0.00003683995,4.5185354e-7,0.00064811984,0.000028294764,5.55985e-7,0.0009131088,0.0004043351,0.8107058,0.17940028,0.00043041378,0.0074311434],"study_design_scores_gemma":[0.0003978522,0.00005371046,0.000005911121,0.00006551775,0.000050446815,0.000007894418,0.00023373948,0.8334998,0.11715741,0.048106726,0.000179042,0.00024196164],"about_ca_topic_score_codex":0.000003402701,"about_ca_topic_score_gemma":0.0000013324743,"teacher_disagreement_score":0.83309543,"about_ca_system_score_codex":0.000005772838,"about_ca_system_score_gemma":0.000005449783,"threshold_uncertainty_score":0.534378},"labels":[],"label_agreement":null},{"id":"W2276227205","doi":"10.1007/s10483-006-0104-1","title":"A finite difference method for simulating transverse vibrations of an axially moving viscoelastic string","year":2006,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":13,"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 Toronto","funders":"","keywords":"Viscoelasticity; String (physics); Truncation (statistics); Axial symmetry; Finite difference method; Nonlinear system; Discretization; Transverse plane; Finite difference; Mathematical analysis; Computation; Vibration; Truncation error; Mathematics; Numerical analysis; Stability (learning theory); Applied mathematics; Physics; Geometry; Computer science; Structural engineering; Algorithm; Acoustics; Engineering","score_opus":0.010656755304696097,"score_gpt":0.23134641492216823,"score_spread":0.22068965961747214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276227205","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024157466,0.000008411725,0.9752099,0.0000059219683,0.000021015898,0.0001998231,0.000020835883,0.000080065736,0.00029654344],"genre_scores_gemma":[0.57133424,0.0000035565054,0.42857978,0.00000498088,0.000014638457,0.000017663133,0.000016732429,0.000016524496,0.000011842463],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999391,0.0000037318061,0.0002744529,0.00011544748,0.00009105432,0.0001242826],"domain_scores_gemma":[0.9994974,0.00024590007,0.00006699494,0.0001246744,0.000026697568,0.00003833506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014527224,0.00011644597,0.00021312106,0.000073745476,0.000069619404,0.000031491312,0.000059484177,0.00005886135,0.0000070901865],"category_scores_gemma":[0.000019771398,0.000115522744,0.00004526815,0.00010845718,0.0000055366527,0.000052577714,0.0000112442,0.000051164978,4.361023e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018981231,0.00002445895,1.8755884e-7,0.00019098828,0.000019939282,1.215586e-7,0.00032187827,0.56744623,0.10162515,0.32733977,8.822987e-7,0.003028493],"study_design_scores_gemma":[0.00026565272,0.000019159435,0.0000014000894,0.00002135166,0.000090739566,5.9020147e-7,0.00039315526,0.95589155,0.007677566,0.03551724,0.0000068774393,0.0001147005],"about_ca_topic_score_codex":0.0000052436976,"about_ca_topic_score_gemma":0.000047816346,"teacher_disagreement_score":0.5471768,"about_ca_system_score_codex":0.000010050217,"about_ca_system_score_gemma":0.000010302904,"threshold_uncertainty_score":0.47108808},"labels":[],"label_agreement":null},{"id":"W2314882931","doi":"10.1007/s10483-012-1635-9","title":"Effect of regularized delta function on accuracy of immersed boundary method","year":2012,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","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":"York University","funders":"","keywords":"Discretization; Dirac delta function; Boundary (topology); Boundary value problem; Function (biology); Algorithm; Jump; Mathematics; Property (philosophy); Computer science; Applied mathematics; Mathematical analysis; Physics","score_opus":0.014302482025949938,"score_gpt":0.26932123800006025,"score_spread":0.25501875597411033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314882931","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34078106,0.0003430705,0.6537641,0.000010022146,0.00029953688,0.0006856985,0.000013446687,0.00011795151,0.0039850622],"genre_scores_gemma":[0.9537509,0.000048373084,0.046090644,0.000014043983,0.000026855272,0.000024289111,0.000005244647,0.00003068665,0.000008982173],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999319,0.000013303643,0.00028311068,0.00007759043,0.00016091323,0.00014605337],"domain_scores_gemma":[0.998902,0.0006997734,0.00012104453,0.0002064846,0.000029300669,0.000041393985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007117536,0.00014005131,0.00034748318,0.000062329316,0.000035090732,0.000006373383,0.000047800255,0.00007433854,0.000011405671],"category_scores_gemma":[0.00007121025,0.00011455995,0.000046566016,0.00009778087,0.000012056729,0.00005239816,0.00003632019,0.000072774004,0.0000047533817],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014150533,0.00010759687,0.000004581011,0.0026762092,0.0003835622,1.6071486e-7,0.0017765515,0.0016674434,0.471463,0.48884305,0.00018702562,0.032749295],"study_design_scores_gemma":[0.0028449192,0.00041097708,0.000040651754,0.000166317,0.00080950296,0.000004382481,0.00065538415,0.19399257,0.7797027,0.019219719,0.0017130036,0.00043983725],"about_ca_topic_score_codex":7.699477e-7,"about_ca_topic_score_gemma":1.9033784e-7,"teacher_disagreement_score":0.6129698,"about_ca_system_score_codex":0.000013620986,"about_ca_system_score_gemma":0.000004546623,"threshold_uncertainty_score":0.46716195},"labels":[],"label_agreement":null},{"id":"W2396006961","doi":"10.1007/s10483-015-1928-9","title":"Lattice Boltzmann simulation of natural convection in open end cavity with inclined hot wall","year":2015,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Lattice Boltzmann Simulation Studies","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":"University of Calgary","funders":"","keywords":"Nusselt number; Lattice Boltzmann methods; Prandtl number; Natural convection; Mechanics; Finite volume method; Rayleigh number; Heat transfer; Materials science; Convection; Physics; Geometry; Mathematics; Turbulence; Reynolds number","score_opus":0.032873780722598465,"score_gpt":0.27096426106893806,"score_spread":0.2380904803463396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2396006961","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":[0.9367606,0.00013049804,0.05785682,0.00003843653,0.00014575385,0.0010284351,0.000007807449,0.00013030831,0.0039013308],"genre_scores_gemma":[0.98193973,0.000014741714,0.017919721,0.000026287264,0.000015122294,0.000024834211,0.0000075112484,0.000027379072,0.00002467842],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922776,0.0000064678156,0.0003012969,0.00013983971,0.00018612131,0.00013852735],"domain_scores_gemma":[0.9994357,0.00014163827,0.0000965203,0.0001751836,0.000097902936,0.00005304376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038009512,0.00014563632,0.0002999791,0.00007346407,0.00003080714,0.000033431777,0.000104607694,0.00006882554,0.0000034139327],"category_scores_gemma":[0.000038158007,0.00012475374,0.000012615207,0.00017438283,0.000016122878,0.00013896206,0.0001052861,0.00011475691,0.0000039628158],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002892472,0.0002675948,0.00014324611,0.0011878478,0.0002452453,0.0000062784115,0.015575706,0.7405908,0.00976216,0.2280419,0.000102285005,0.0037876961],"study_design_scores_gemma":[0.0015070778,0.00004532612,0.00011219788,0.00005277189,0.000049887985,0.000002368985,0.0010244146,0.9848117,0.0023436153,0.009661529,0.00019838042,0.00019071931],"about_ca_topic_score_codex":0.000020905421,"about_ca_topic_score_gemma":0.00010076811,"teacher_disagreement_score":0.24422093,"about_ca_system_score_codex":0.000051099683,"about_ca_system_score_gemma":0.00001922501,"threshold_uncertainty_score":0.508731},"labels":[],"label_agreement":null},{"id":"W2493567055","doi":"10.1007/s10483-016-2130-6","title":"Geometrical shape of in-plane inclusion characterized by polynomial internal stress field under uniform eigenstrains","year":2016,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Composite Material Mechanics","field":"Engineering","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":"","keywords":"Stress field; Inclusion (mineral); Polynomial; Modulus; Shear modulus; Mathematical analysis; Matrix (chemical analysis); Geometry; Mathematics; Field (mathematics); Materials science; Composite material; Physics; Finite element method; Pure mathematics; Thermodynamics","score_opus":0.007368827770112523,"score_gpt":0.19983144748053416,"score_spread":0.19246261971042164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2493567055","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":[0.8612459,0.000042238586,0.13746375,0.00004743438,0.00022729645,0.00032003754,0.00011371201,0.00007561206,0.00046406066],"genre_scores_gemma":[0.9955372,0.00023153165,0.00407588,0.00003363876,0.000043747037,0.000019142008,0.000011284571,0.000034789802,0.000012784061],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990514,0.000003874453,0.0003893865,0.00014902468,0.0001750804,0.00023126052],"domain_scores_gemma":[0.9995075,0.00014003401,0.000080469465,0.00017610827,0.000016632675,0.0000792704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015584748,0.00017999612,0.00032571724,0.0001535232,0.000032419834,0.00001849921,0.0001805485,0.0001448684,0.00010596561],"category_scores_gemma":[0.000012176325,0.00014044518,0.00003052972,0.00013096655,0.000009008375,0.000043445812,0.00033736505,0.00009914328,0.0000056162366],"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":[0.000031959324,0.00006317376,0.000001031773,0.00019627984,0.000020565465,0.0000020267435,0.00014751026,0.0000043212763,0.95324945,0.024549112,0.000032456555,0.021702092],"study_design_scores_gemma":[0.0013793237,0.00012767708,0.0000062865956,0.00021334694,0.000026088737,0.000013425181,0.00009897833,0.015144294,0.97479594,0.0074008517,0.00047687945,0.00031692645],"about_ca_topic_score_codex":0.0000052176665,"about_ca_topic_score_gemma":0.000006352223,"teacher_disagreement_score":0.13429135,"about_ca_system_score_codex":0.000052390234,"about_ca_system_score_gemma":0.000009238519,"threshold_uncertainty_score":0.57271886},"labels":[],"label_agreement":null},{"id":"W2766471443","doi":"10.1007/s10483-018-2300-6","title":"Asymptotic solutions of the flow of a Johnson-Segalman fluid through a slowly varying pipe using double perturbation strategy","year":2017,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","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 Windsor","funders":"","keywords":"Perturbation (astronomy); Reynolds number; Newtonian fluid; Mechanics; Physics; Pipe flow; Classical mechanics; Flow velocity; Fluid dynamics; Mathematical analysis; Mathematics; Flow (mathematics); Turbulence","score_opus":0.04138441434105911,"score_gpt":0.23865174060986483,"score_spread":0.19726732626880572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766471443","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21207991,0.0005300595,0.76843464,0.00005516191,0.0003646486,0.00084288564,0.000025740164,0.00008360019,0.017583346],"genre_scores_gemma":[0.97641635,0.00039899317,0.023072947,0.0000073325705,0.000032970882,0.000013828002,0.0000017557435,0.00003075586,0.000025043362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992432,0.0000034850138,0.00028954,0.00010375073,0.00016539502,0.00019460707],"domain_scores_gemma":[0.9993958,0.000030678904,0.00006464635,0.00042554652,0.00004861989,0.00003473197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016889894,0.00013501615,0.00024458565,0.00003232441,0.0003035021,0.000036354544,0.00019280345,0.00010416149,0.000009683726],"category_scores_gemma":[0.000007460461,0.00011061409,0.00006884626,0.000062652405,0.000039124574,0.00010051747,0.00004739912,0.00009921934,0.0000010840884],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058995665,0.00004388111,3.8567381e-7,0.000494869,0.000050381183,2.0466625e-7,0.0015977398,0.0028792915,0.43859872,0.5558736,0.000028157645,0.00042689923],"study_design_scores_gemma":[0.0012543687,0.000035736117,0.0000068519184,0.0003225559,0.00026744182,0.000008488036,0.00025259287,0.6296725,0.3008477,0.06684887,0.00020092679,0.00028196076],"about_ca_topic_score_codex":0.000022125218,"about_ca_topic_score_gemma":0.000010951112,"teacher_disagreement_score":0.76433647,"about_ca_system_score_codex":0.000022700307,"about_ca_system_score_gemma":0.000038871298,"threshold_uncertainty_score":0.45107117},"labels":[],"label_agreement":null},{"id":"W2801842931","doi":"10.1007/s10483-018-2346-8","title":"Effect of surface stress and surface-induced stress on behavior of piezoelectric nanobeam","year":2018,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":19,"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":"Cantilever; Boundary value problem; Piezoelectricity; Beam (structure); Laplace transform; Mechanics; Laplace's equation; Surface stress; Materials science; Nonlinear system; Stress (linguistics); Classical mechanics; Physics; Surface energy; Mathematical analysis; Mathematics; Optics; Composite material","score_opus":0.00843087069323159,"score_gpt":0.24058545325748287,"score_spread":0.23215458256425128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801842931","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":[0.9980194,0.0000490122,0.0010311501,0.0000045164184,0.00014808602,0.0004709169,0.00010687324,0.000023291037,0.00014676378],"genre_scores_gemma":[0.99361646,0.000031820757,0.006274774,0.00000889616,0.000024012623,0.000007373715,0.000003834254,0.000020588892,0.000012258132],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988364,0.000024981362,0.00034547635,0.00027511787,0.00025778834,0.00026026194],"domain_scores_gemma":[0.9990065,0.00031734083,0.00025617663,0.00026473004,0.00007085788,0.00008439239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036481532,0.0002269199,0.00046708746,0.000045731787,0.00009762443,0.000025592915,0.00017756161,0.00012403693,0.00003532951],"category_scores_gemma":[0.00004015138,0.00016769404,0.000035677665,0.00013851703,0.000107942855,0.000029125566,0.00010947993,0.00008909169,0.000005698117],"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":[0.00006232011,0.00013286792,0.00004364169,0.0006669267,0.000011985671,8.976988e-7,0.00034874986,0.000013130986,0.9644739,0.03225201,0.000007646702,0.00198589],"study_design_scores_gemma":[0.00048726558,0.0012274646,0.000018746607,0.00014400708,0.000111392146,0.0000051052725,0.000102108264,0.00088755024,0.9947009,0.0021498331,0.0000035280661,0.00016208497],"about_ca_topic_score_codex":0.000019669964,"about_ca_topic_score_gemma":0.00000940062,"teacher_disagreement_score":0.030226981,"about_ca_system_score_codex":0.000009088828,"about_ca_system_score_gemma":0.000017489201,"threshold_uncertainty_score":0.68383646},"labels":[],"label_agreement":null},{"id":"W2989768150","doi":"10.1007/s10483-019-2549-7","title":"A nonlocal strain gradient shell model incorporating surface effects for vibration analysis of functionally graded cylindrical nanoshells","year":2019,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"China Scholarship Council; Shanghai Municipal Education Commission; National Natural Science Foundation of China","keywords":"Boundary value problem; Length scale; Vibration; Nanoshell; Mechanics; RADIUS; Materials science; Power law; Material properties; Elasticity (physics); Surface stress; Pareto distribution; Shell (structure); Physics; Mathematical analysis; Classical mechanics; Surface energy; Mathematics; Optics; Composite material","score_opus":0.009931679541956858,"score_gpt":0.21698313342314118,"score_spread":0.20705145388118432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989768150","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":[0.558324,0.000012026321,0.4408281,0.000014769669,0.00010865082,0.00052556087,0.000100491496,0.000021709955,0.00006472437],"genre_scores_gemma":[0.81020427,0.000004382967,0.18956003,0.000077446995,0.000017784558,0.000024227427,0.000063803906,0.00001814561,0.000029930183],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99855435,0.000013878314,0.00049292203,0.00037110556,0.00030393028,0.00026379942],"domain_scores_gemma":[0.99886024,0.0003940243,0.00032203324,0.00023673874,0.00009240482,0.000094548406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042369263,0.00022378605,0.0005536443,0.00011392709,0.00010473241,0.000049949427,0.00016000714,0.00014007762,0.000024869156],"category_scores_gemma":[0.000039984603,0.00018418641,0.00013156,0.00030785264,0.00004341034,0.000062506806,0.00008350498,0.000088388566,0.000008191127],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028581959,0.00008787109,0.000002894991,0.00030128603,0.00007469948,1.9776523e-7,0.00024735654,0.028981132,0.64845145,0.32165647,0.000007894686,0.00016020962],"study_design_scores_gemma":[0.0004340674,0.0001279026,0.0000084286,0.000027394984,0.0004136202,0.0000015038067,0.00011763136,0.6585418,0.26598224,0.074171364,0.000003951526,0.00017010617],"about_ca_topic_score_codex":0.000003793096,"about_ca_topic_score_gemma":0.000011300024,"teacher_disagreement_score":0.62956065,"about_ca_system_score_codex":0.00002384189,"about_ca_system_score_gemma":0.0000468988,"threshold_uncertainty_score":0.7510904},"labels":[],"label_agreement":null},{"id":"W3092266157","doi":"10.1007/s10483-020-2667-7","title":"The symmetry and loading-independency of multiple inclusions enclosing uniform stresses in an infinite elastic plane","year":2020,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Composite Material Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; Government of Jiangsu Province; Natural Sciences and Engineering Research Council of Canada; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Matrix (chemical analysis); Plane (geometry); Composite number; Symmetry (geometry); Homogeneous space; Shear (geology); Geometry; Mechanics; Materials science; Physics; Mathematics; Composite material","score_opus":0.012648923456333852,"score_gpt":0.2065470221810482,"score_spread":0.19389809872471436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092266157","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":[0.9786984,0.00016742591,0.02022787,0.000028848832,0.00010160944,0.00032235807,0.000028129301,0.000088298075,0.00033709768],"genre_scores_gemma":[0.99065053,0.0003069532,0.008957818,0.000017429395,0.00002255868,0.000011373509,0.0000058860096,0.000026923422,5.414436e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923164,0.0000055365554,0.0003142067,0.00013246968,0.00013397461,0.00018214894],"domain_scores_gemma":[0.9993778,0.00027908752,0.00006577111,0.00015965544,0.000018007622,0.0000996634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014783665,0.00015386201,0.00022778362,0.000054876004,0.00009406567,0.000055151373,0.00014204026,0.000081387974,0.000003945167],"category_scores_gemma":[0.000056136712,0.00012827729,0.000012945459,0.00014604401,0.000013136575,0.000052794792,0.00020722332,0.00014339574,0.0000014785963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025081605,0.000052816333,0.00002138978,0.0008786951,0.000028030014,0.0000050243084,0.0027053435,0.0009708174,0.620012,0.36975816,0.0000060957973,0.005536559],"study_design_scores_gemma":[0.00068447,0.00014471817,0.000012874041,0.00017488516,0.00005237696,0.000011840103,0.0019157676,0.85872597,0.10544997,0.03233496,0.00018063131,0.00031155694],"about_ca_topic_score_codex":0.000004261373,"about_ca_topic_score_gemma":0.000033906188,"teacher_disagreement_score":0.8577551,"about_ca_system_score_codex":0.000015485575,"about_ca_system_score_gemma":0.000009897637,"threshold_uncertainty_score":0.52309954},"labels":[],"label_agreement":null},{"id":"W3141880203","doi":"10.1007/bf02438224","title":"The applications of a modified normal form approach","year":2001,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Chaos control and synchronization","field":"Physics and Astronomy","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":"Maple; Chen; Zhàng; Computer science; Algebra over a field; Mathematics; Algorithm; Calculus (dental); Applied mathematics; Pure mathematics","score_opus":0.008967926212470346,"score_gpt":0.20616185670698597,"score_spread":0.19719393049451564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3141880203","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005914217,0.00003822292,0.9505632,0.00003537002,0.000013807567,0.00043463218,0.000007004062,0.000014236056,0.04297932],"genre_scores_gemma":[0.9903418,0.00003786143,0.009112331,0.000011179458,0.00007144747,0.00022101568,0.000018261775,0.000011945588,0.00017414724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994495,0.0000022521308,0.00020925597,0.00010078105,0.00010261598,0.00013560575],"domain_scores_gemma":[0.9995364,0.00005645823,0.00012316093,0.00020641949,0.000040566614,0.000036988316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015605765,0.000088198336,0.00013276131,0.000018628583,0.00017249264,0.000029301002,0.000108309345,0.00002729654,0.000012339342],"category_scores_gemma":[0.00000150235,0.00006127199,0.000035631012,0.000105638675,0.000018842542,0.000026064185,0.00004609987,0.000056859757,0.0000031310417],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004079519,0.00008056964,0.0000046169503,0.00002075628,0.000023586334,1.6422746e-8,0.00025090686,0.000041181534,0.0013561078,0.95381355,0.00001910802,0.044385538],"study_design_scores_gemma":[0.0009538394,0.00002579394,0.0000069088505,0.0000089690075,0.00008745182,0.0000032845617,0.0025281368,0.2851187,0.0018416159,0.70339483,0.0058144564,0.0002160095],"about_ca_topic_score_codex":0.000007138361,"about_ca_topic_score_gemma":0.0000014282889,"teacher_disagreement_score":0.9844276,"about_ca_system_score_codex":0.0000049324562,"about_ca_system_score_gemma":0.000016669594,"threshold_uncertainty_score":0.24985991},"labels":[],"label_agreement":null},{"id":"W3194696313","doi":"10.1007/s10483-021-2770-9","title":"Dynamics of Sutterby fluid flow due to a spinning stretching disk with non-Fourier/Fick heat and mass flux models","year":2021,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fanshawe College","funders":"","keywords":"Mechanics; Heat flux; Boundary layer; Mass flux; Mass transfer; Heat transfer; Fluid dynamics; Thermal diffusivity; Magnetohydrodynamic drive; Thermodynamics; Materials science; Chemistry; Physics; Magnetohydrodynamics; Magnetic field","score_opus":0.006576709856331662,"score_gpt":0.1831968371955998,"score_spread":0.17662012733926813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194696313","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28326663,0.0001406144,0.7154438,0.0000664475,0.000042297856,0.00022870807,0.000033130946,0.000055247016,0.00072314235],"genre_scores_gemma":[0.7434741,0.00020100824,0.25608724,0.00005316389,0.00002742204,0.000033254066,0.000024394132,0.00007618322,0.000023226146],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99899405,0.0000030550787,0.00029781842,0.0002338157,0.00019201553,0.00027922462],"domain_scores_gemma":[0.99946827,0.000043559507,0.000013088505,0.00027770363,0.00004706177,0.00015034665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013575164,0.00024259523,0.00043688266,0.00006897311,0.00006512285,0.000053281197,0.00007943563,0.00010694251,0.000010689534],"category_scores_gemma":[0.0000031857871,0.000222375,0.000034227698,0.00015912615,0.000011797084,0.00006831357,0.000047276775,0.00014637645,0.000001934439],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028446895,0.00009782928,0.0000041111666,0.002917608,0.00023910878,0.0000636134,0.005287658,0.061496865,0.5100047,0.412489,0.000112844886,0.007258253],"study_design_scores_gemma":[0.0004550404,0.000048281796,9.2023544e-7,0.00022856882,0.00008372457,0.000034727527,0.00073127646,0.9247154,0.05770588,0.01571324,0.000021804275,0.00026116363],"about_ca_topic_score_codex":0.000003449471,"about_ca_topic_score_gemma":0.000027593836,"teacher_disagreement_score":0.8632185,"about_ca_system_score_codex":0.00002939361,"about_ca_system_score_gemma":0.000025364021,"threshold_uncertainty_score":0.9068189},"labels":[],"label_agreement":null},{"id":"W3204706780","doi":"10.1007/s10483-021-2776-7","title":"Effect of inertial acoustic cavitation on antibiotic efficacy in biofilms","year":2021,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","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":"University of Waterloo","funders":"","keywords":"Biofilm; Antibiotics; Microbiology; Pseudomonas aeruginosa; Quorum sensing; Immune system; Cavitation; Biology; Bacteria; Immunology","score_opus":0.006428905719513363,"score_gpt":0.23650855122177966,"score_spread":0.2300796455022663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204706780","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":[0.9992602,0.00005466882,0.000037094316,0.000019248342,0.00010829196,0.00017729122,0.0000070658407,0.000005447175,0.00033069158],"genre_scores_gemma":[0.99701315,0.000095827614,0.0027069012,0.00004795832,0.000050037183,0.000002432718,0.00005359397,0.000017884786,0.000012195094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934274,0.000018248204,0.00020666656,0.00020930581,0.00008038088,0.00014265437],"domain_scores_gemma":[0.9996055,0.000055574234,0.000081679,0.00019333065,0.000026463713,0.000037486214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002162087,0.00012823954,0.00021527689,0.000036340607,0.000025288242,0.000013974536,0.00004266482,0.00013279737,0.0000029336954],"category_scores_gemma":[0.00009935167,0.00011160632,0.000037528695,0.00008794777,0.000015667194,0.000001392842,0.000056169087,0.00006109494,0.000002401041],"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":[0.00008666247,0.000117323296,0.0000028378975,0.0001675745,0.000015106846,0.0000034955517,0.000049052487,0.00004264261,0.9900914,0.005358164,0.000012824689,0.0040529026],"study_design_scores_gemma":[0.0008185127,0.0005048981,0.000028450715,0.000063098516,0.000031111103,0.000009590296,0.000052698477,0.0002946966,0.99801964,0.000009858521,0.00005217413,0.00011530444],"about_ca_topic_score_codex":0.0000024766418,"about_ca_topic_score_gemma":0.000008342459,"teacher_disagreement_score":0.007928194,"about_ca_system_score_codex":0.000005402438,"about_ca_system_score_gemma":0.000023968541,"threshold_uncertainty_score":0.45511734},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4308275696","doi":"10.1007/s10483-022-2924-7","title":"Thermoelectric field for a coated hole of arbitrary shape in a nonlinearly coupled thermoelectric material","year":2022,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Advanced Thermoelectric Materials and Devices","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermoelectric effect; Conformal map; Coating; Matrix (chemical analysis); Thermoelectric materials; Field (mathematics); Materials science; Boundary value problem; Analytic continuation; Mathematical analysis; Geometry; Physics; Mathematics; Composite material; Thermodynamics; Pure mathematics","score_opus":0.010525662757213542,"score_gpt":0.23099558893362424,"score_spread":0.2204699261764107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308275696","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":[0.98737866,0.00017970626,0.010622472,0.000044682194,0.00016892394,0.001113422,0.00010631411,0.000066634,0.00031919038],"genre_scores_gemma":[0.9859969,0.00007233408,0.013041406,0.00021069734,0.00004917071,0.00053101254,0.00002747727,0.00004944815,0.000021555084],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99833804,0.00002786106,0.00058700057,0.00035423224,0.00027520605,0.00041768557],"domain_scores_gemma":[0.99895555,0.00030535235,0.00037303215,0.00026190205,0.000046413596,0.00005774601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073045713,0.00023270061,0.00053753797,0.00017128947,0.0001631132,0.00004571092,0.0003107761,0.000088708744,0.0006476368],"category_scores_gemma":[0.000044016815,0.00021095852,0.000056361954,0.00042677007,0.000017164435,0.00005692453,0.00015123114,0.00013117697,0.0000030262006],"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":[0.00033368528,0.00023115207,3.8376788e-7,0.00020138775,0.000011527335,0.0000028480276,0.00036194458,0.00003861155,0.9224202,0.07397865,0.00001684775,0.00240273],"study_design_scores_gemma":[0.0013533976,0.0007483759,0.0000026633854,0.000020649497,0.00004647988,0.000015996717,0.0003005766,0.10320033,0.8448434,0.048969924,0.00016928425,0.00032892037],"about_ca_topic_score_codex":0.000033243407,"about_ca_topic_score_gemma":0.000005817985,"teacher_disagreement_score":0.103161715,"about_ca_system_score_codex":0.000038396254,"about_ca_system_score_gemma":0.00008880637,"threshold_uncertainty_score":0.8602639},"labels":[],"label_agreement":null},{"id":"W4313325424","doi":"10.1007/s10483-023-2948-9","title":"Unified two-phase nonlocal formulation for vibration of functionally graded beams resting on nonlocal viscoelastic Winkler-Pasternak foundation","year":2022,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":27,"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":"Viscoelasticity; Vibration; Quantum nonlocality; Foundation (evidence); Stiffness; Eigenvalues and eigenvectors; Classical mechanics; Physics; Structural engineering; Mathematical analysis; Mathematics; Engineering; Acoustics","score_opus":0.02075630712491741,"score_gpt":0.26323664343029757,"score_spread":0.24248033630538016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313325424","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40326726,0.000004375821,0.59556377,0.000043357195,0.00033121568,0.0005968203,0.000060424696,0.0000378854,0.00009489884],"genre_scores_gemma":[0.9449963,0.0000017960169,0.05438981,0.000120556106,0.00010813081,0.00014926984,0.00017711254,0.00002950236,0.00002751043],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998388,0.000022874221,0.0005482905,0.0003374526,0.00044175392,0.00026164902],"domain_scores_gemma":[0.9988407,0.0003970415,0.00039831304,0.00020134322,0.00008889416,0.00007370536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052702293,0.00021258632,0.00029512512,0.00011879469,0.0004962606,0.000063723994,0.00016614242,0.00006311618,0.000098556404],"category_scores_gemma":[0.00007891193,0.00019674416,0.000060676797,0.00016233433,0.00003260598,0.000097885015,0.0001299283,0.00013675474,0.000006630262],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022726205,0.0001889862,3.9147795e-7,0.00013143402,0.000010870742,4.258406e-7,0.0002818836,0.0063905586,0.551361,0.43884146,0.000016791382,0.0025489023],"study_design_scores_gemma":[0.0035876061,0.0012944263,0.0000061915644,0.000065089436,0.00013368021,0.000024995878,0.00070492923,0.5652485,0.27363974,0.15469593,0.0002454554,0.0003534677],"about_ca_topic_score_codex":0.0000075744,"about_ca_topic_score_gemma":0.000008306612,"teacher_disagreement_score":0.5588579,"about_ca_system_score_codex":0.000059693408,"about_ca_system_score_gemma":0.000056382793,"threshold_uncertainty_score":0.8022994},"labels":[],"label_agreement":null},{"id":"W4377193318","doi":"10.1007/s10483-023-3002-9","title":"Axisymmetric wetting of a liquid droplet on a stretched elastic membrane","year":2023,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":2,"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":"Wetting; Rotational symmetry; Flexural rigidity; Neumann boundary condition; Mechanics; Membrane; Von Neumann architecture; Bending; Materials science; Physics; Classical mechanics; Chemistry; Thermodynamics; Mathematical analysis; Mathematics; Boundary value problem","score_opus":0.02515389919676627,"score_gpt":0.24234718147211856,"score_spread":0.21719328227535228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377193318","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":[0.9931098,0.000012072345,0.00507718,0.0000891501,0.0001172098,0.0002606212,0.000018952493,0.00014085151,0.0011741656],"genre_scores_gemma":[0.9908037,0.00006091072,0.008934812,0.000064668435,0.000017543252,0.00003223458,0.000006907498,0.000024343053,0.00005485328],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99885774,0.000012172095,0.00034194064,0.00024868053,0.0003037003,0.00023575078],"domain_scores_gemma":[0.99909806,0.00033104455,0.00014305569,0.00030276828,0.00004297097,0.00008212461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000662308,0.00014482978,0.00029317514,0.00017176448,0.00008477309,0.000029247245,0.00015452705,0.000079737365,0.00011969515],"category_scores_gemma":[0.00016343234,0.00012439884,0.000038978607,0.00052889256,0.00002536699,0.000025410283,0.00008610841,0.00008017064,0.00022460945],"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":[0.000019779352,0.00006907132,2.2528596e-7,0.00014743842,0.0000054995685,0.000001284419,0.0007179424,0.000114782946,0.8314189,0.16721633,0.00003284831,0.00025595335],"study_design_scores_gemma":[0.00042445606,0.00014311112,0.0000031806424,0.000049514285,0.00002857054,0.0000033324138,0.0011948912,0.044649802,0.9482176,0.004973188,0.00013050744,0.00018189565],"about_ca_topic_score_codex":0.0000050251083,"about_ca_topic_score_gemma":0.0000013052768,"teacher_disagreement_score":0.16224314,"about_ca_system_score_codex":0.000015763226,"about_ca_system_score_gemma":0.000026397036,"threshold_uncertainty_score":0.5072837},"labels":[],"label_agreement":null},{"id":"W4389149570","doi":"10.1007/s10483-023-3059-9","title":"Dynamic stability analysis of porous functionally graded beams under hygro-thermal loading using nonlocal strain gradient integral model","year":2023,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":16,"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; Stiffness; Nyström method; Discretization; Mechanics; Boundary value problem; Beam (structure); Timoshenko beam theory; Quadrature (astronomy); Instability; Mathematical analysis; Physics; Mathematics; Composite material; Optics","score_opus":0.027882083273670075,"score_gpt":0.2506224721203401,"score_spread":0.22274038884667002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389149570","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":[0.71657866,0.000012065547,0.28280616,0.000017288254,0.0001064536,0.00019161179,0.00019173128,0.00006478307,0.000031245778],"genre_scores_gemma":[0.93971366,0.000009256314,0.060098056,0.000047620317,0.00001207525,0.000012895298,0.000068598485,0.00002509426,0.000012776674],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99816114,0.000018148061,0.0005730506,0.0004207922,0.0003995459,0.00042732048],"domain_scores_gemma":[0.999085,0.00015420566,0.00024811894,0.00030802784,0.00007983517,0.00012483238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006046301,0.00027114284,0.0005678028,0.0002540608,0.0001883044,0.00005405969,0.00022077157,0.00013378235,0.000077193334],"category_scores_gemma":[0.000029394381,0.00022545143,0.00012647054,0.00070537045,0.00012464885,0.000068076115,0.00017031633,0.00015137924,0.0000068929603],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002034396,0.0000841293,0.000003105343,0.00011604019,0.00012241515,0.0000013403903,0.0006785998,0.062234767,0.7869722,0.14950675,0.0000024155886,0.00025785994],"study_design_scores_gemma":[0.00024631823,0.00004509682,0.0000404253,0.00002428947,0.0005953375,0.000005454036,0.0012591322,0.8540936,0.062467545,0.080987595,8.518311e-7,0.00023435641],"about_ca_topic_score_codex":0.000023582375,"about_ca_topic_score_gemma":0.00005950679,"teacher_disagreement_score":0.79185885,"about_ca_system_score_codex":0.000072800416,"about_ca_system_score_gemma":0.000059402,"threshold_uncertainty_score":0.9193642},"labels":[],"label_agreement":null},{"id":"W4407958942","doi":"10.1007/s10483-025-3223-6","title":"Thermal fracture analysis of two collinear cracks in a functionally graded medium based on the three-phase-lag model","year":2025,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Numerical methods in engineering","field":"Engineering","cited_by":4,"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":"Lag; Fracture (geology); Phase (matter); Materials science; Phase lag; Thermal; Mechanics; Structural engineering; Composite material; Physics; Mathematics; Mathematical analysis; Computer science; Engineering; Thermodynamics","score_opus":0.01650411769801081,"score_gpt":0.26780670480745883,"score_spread":0.25130258710944803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407958942","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03256953,0.000032860626,0.9659658,0.00010535552,0.000062678824,0.00026387992,0.000011851685,0.000066663204,0.0009213926],"genre_scores_gemma":[0.78453064,0.000012137786,0.21510887,0.00021902921,0.000012558465,0.000077873294,0.0000058346814,0.000026153966,0.0000068889112],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915904,0.000007596032,0.00031982386,0.0001454647,0.00020074799,0.00016733925],"domain_scores_gemma":[0.99901533,0.00056033576,0.000052729578,0.00030961767,0.000026010073,0.000035954206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044517335,0.00017526971,0.00037610458,0.00020144698,0.000031700532,0.000015326816,0.00015702995,0.000094355695,0.000022760298],"category_scores_gemma":[0.00005954247,0.00012967682,0.00007600608,0.00077994715,0.000014444737,0.000015601036,0.000028863067,0.00024985586,7.2303203e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009188498,0.00007406074,0.0000011997954,0.00009404133,0.00018373369,4.618312e-7,0.00009457829,0.8328354,0.02692865,0.13892911,0.000019526278,0.000830049],"study_design_scores_gemma":[0.00045108906,0.000013059929,0.0000080895525,0.00003588948,0.0002736761,7.506466e-8,0.00004684755,0.95707875,0.008944851,0.033007827,0.000030547537,0.00010929494],"about_ca_topic_score_codex":0.0000017049148,"about_ca_topic_score_gemma":0.000007496102,"teacher_disagreement_score":0.7519611,"about_ca_system_score_codex":0.000033219225,"about_ca_system_score_gemma":0.000022289314,"threshold_uncertainty_score":0.5288067},"labels":[],"label_agreement":null},{"id":"W4414871819","doi":"10.1007/s10483-025-3309-8","title":"Two interacting harmonic non-elliptical compressible liquid inclusions","year":2025,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Composite Material Mechanics","field":"Engineering","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 Alberta","funders":"","keywords":"Conformal map; Isotropy; Compressibility; Annulus (botany); Matrix (chemical analysis); Stress (linguistics); Hydrostatic equilibrium; Invariant (physics)","score_opus":0.00892830198503353,"score_gpt":0.24065957440577285,"score_spread":0.23173127242073932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414871819","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3929654,0.00016138716,0.5790867,0.00010287383,0.0013221587,0.0006591819,0.000011526088,0.00056515855,0.025125587],"genre_scores_gemma":[0.9415193,0.00011155338,0.058093723,0.00007860608,0.000050681898,0.00005092274,0.0000060992174,0.000045521643,0.000043575383],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906135,0.000003965963,0.00034093304,0.00019353552,0.00012058973,0.00027962963],"domain_scores_gemma":[0.9993775,0.0001511441,0.00004341104,0.000313791,0.000028232434,0.00008593696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017523693,0.00021718029,0.00030734684,0.00011357335,0.00014008935,0.00009244054,0.0002018932,0.00009301987,0.000037846563],"category_scores_gemma":[0.000017976545,0.00021889007,0.00003965429,0.0001747543,0.000009592436,0.000046943027,0.0004545021,0.00022010693,0.000033737437],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010614372,0.000039144805,3.316093e-8,0.00029106697,0.00003496509,0.000002047174,0.0002449213,0.00040116868,0.6050278,0.39256564,0.00014397522,0.0012386091],"study_design_scores_gemma":[0.0004918342,0.00003363834,2.0796644e-7,0.0002558292,0.00007763511,0.00000922464,0.0002961585,0.6189113,0.3513216,0.027049558,0.0012918606,0.00026110496],"about_ca_topic_score_codex":0.0000028887891,"about_ca_topic_score_gemma":0.000004331435,"teacher_disagreement_score":0.6185102,"about_ca_system_score_codex":0.000053188058,"about_ca_system_score_gemma":0.000018176068,"threshold_uncertainty_score":0.89260775},"labels":[],"label_agreement":null}]}