{"meta":{"query_hash":"502760694701","filters":{"venue":"International Journal of Non-Linear Mechanics"},"cohort_total":49,"direct_labels_cover":0,"predictions_cover":49,"exported":49,"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/502760694701","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Non-Linear+Mechanics"},"results":[{"id":"W1170689893","doi":"10.1016/j.ijnonlinmec.2015.08.002","title":"Non-linear dynamic instability of a double-sided nano-bridge considering centrifugal force and rarefied gas flow","year":2015,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mechanics; Centrifugal force; Casimir effect; Physics; van der Waals force; Classical mechanics; Phase portrait; Angular velocity; Flow (mathematics); Nonlinear system","score_opus":0.02745947551448517,"score_gpt":0.29004113708523394,"score_spread":0.26258166157074875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1170689893","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":[0.94560087,0.00011441792,0.0507049,0.0003751732,0.0028405995,0.00017790239,0.00011019226,0.000015319743,0.000060616778],"genre_scores_gemma":[0.97472656,0.000050217513,0.024688426,0.00015457791,0.00030155125,0.0000019898534,0.000013428834,0.00002181795,0.00004144443],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99753726,0.00005865155,0.0009720629,0.00027155154,0.0008582544,0.00030220218],"domain_scores_gemma":[0.9974223,0.00016865593,0.00070128456,0.00020059112,0.0012793768,0.00022779613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091026555,0.00024444453,0.0004886417,0.00020378716,0.000066369306,0.000069013164,0.0005875777,0.00013227457,0.000069929076],"category_scores_gemma":[0.000464281,0.0002036751,0.00015431472,0.00012830146,0.00012123265,0.00036548087,0.00026446325,0.0002859065,0.000013029624],"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":[0.0028096016,0.00024024375,0.0005646773,0.00007888254,0.00016067986,0.00014813605,0.0011626013,0.012304233,0.9802387,0.0006833097,0.00022444104,0.0013845247],"study_design_scores_gemma":[0.008046195,0.00073990034,0.0003995461,0.00043848227,0.00010296987,0.0011336302,0.00035587544,0.1839848,0.7946099,0.009302157,0.00047467687,0.00041186152],"about_ca_topic_score_codex":0.00006522228,"about_ca_topic_score_gemma":0.000054634507,"teacher_disagreement_score":0.18562877,"about_ca_system_score_codex":0.00014545117,"about_ca_system_score_gemma":0.00032902329,"threshold_uncertainty_score":0.83056295},"labels":[],"label_agreement":null},{"id":"W1925959038","doi":"10.1016/j.ijnonlinmec.2015.09.003","title":"On the flow of fluids through inhomogeneous porous media due to high pressure gradients","year":2015,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer 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":"Porous medium; Permeability (electromagnetism); Darcy's law; Mechanics; Drag; Porosity; Pressure gradient; Materials science; Darcy number; Fluid dynamics; Viscosity; Physics; Chemistry; Composite material; Heat transfer","score_opus":0.02924236676420332,"score_gpt":0.2769002657163776,"score_spread":0.24765789895217427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1925959038","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":[0.022278542,0.00006442866,0.97364336,0.0010714394,0.0027690537,0.000087903,0.000010172301,0.000019078412,0.000055993547],"genre_scores_gemma":[0.59519523,0.000009679743,0.40413737,0.00036913314,0.00025667818,0.0000022811041,7.7613936e-7,0.0000139242275,0.000014936367],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980863,0.000030849726,0.0005021808,0.00014542621,0.0010777327,0.00015756037],"domain_scores_gemma":[0.99808156,0.000305011,0.00024312781,0.00030501658,0.000954438,0.000110843015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052869174,0.00013522868,0.00023430237,0.00011147846,0.000021370497,0.000035187797,0.0016601221,0.000055732246,0.000007007975],"category_scores_gemma":[0.001184568,0.00009450735,0.000083373525,0.00016163253,0.0000116487145,0.00024671937,0.00026846104,0.00023439428,0.000017425918],"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":[0.000058115143,0.00014404164,7.159056e-7,0.000008482358,0.00013916634,0.00016002134,0.0018251878,0.8390063,0.0015094465,0.1530461,0.0005393725,0.0035630101],"study_design_scores_gemma":[0.00038780144,0.0002458923,0.0000027290441,0.00014336451,0.000014140008,0.00029473967,0.000027897968,0.80932945,0.008467471,0.18051447,0.00046985957,0.00010220588],"about_ca_topic_score_codex":0.000004085652,"about_ca_topic_score_gemma":7.976287e-7,"teacher_disagreement_score":0.5729167,"about_ca_system_score_codex":0.000075185504,"about_ca_system_score_gemma":0.00008515562,"threshold_uncertainty_score":0.38538978},"labels":[],"label_agreement":null},{"id":"W1942073751","doi":"10.1016/j.ijnonlinmec.2015.09.006","title":"Stabilization of underactuated planar acrobot based on motion-state constraints","year":2015,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Robotic Locomotion and Control","field":"Engineering","cited_by":64,"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 Guelph","funders":"National Natural Science Foundation of China","keywords":"Underactuation; Control theory (sociology); Position (finance); Lyapunov function; Planar; Motion (physics); Motion control; State (computer science); Computer science; Control (management); Robot; Nonlinear system; Artificial intelligence; Physics; Algorithm","score_opus":0.02447912663589125,"score_gpt":0.26655577550594484,"score_spread":0.2420766488700536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1942073751","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":[0.015976638,0.000014961345,0.9812326,0.00038907724,0.001793835,0.000088994275,0.000029358425,0.000028292365,0.00044625648],"genre_scores_gemma":[0.99490446,0.000018438945,0.0046730577,0.00020013213,0.00013744102,0.0000010365316,0.00002658549,0.000021207565,0.000017614957],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866885,0.000036862497,0.0005250814,0.00007399037,0.0005874916,0.00010771105],"domain_scores_gemma":[0.9986136,0.00007730402,0.00024080173,0.000098585864,0.0008702782,0.00009945604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038381747,0.000116267416,0.00019352182,0.00022642182,0.000012314713,0.000023514092,0.00024528356,0.000059604066,0.00011710868],"category_scores_gemma":[0.00016505181,0.00010729604,0.00009023728,0.000101677324,0.000017522754,0.00014014123,0.000008573671,0.00017886765,0.000032298092],"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":[0.00011619167,0.00011371409,0.000050218536,0.000009005953,0.000119535194,0.00002886009,0.00014258956,0.9885666,0.0037681616,0.0006607618,0.0005338684,0.0058905296],"study_design_scores_gemma":[0.0021696582,0.00016340181,0.00007077054,0.00009162507,0.000017201266,0.000035496243,0.00009387195,0.98951334,0.006396563,0.0010528547,0.00030060223,0.00009460293],"about_ca_topic_score_codex":0.0000027646922,"about_ca_topic_score_gemma":0.000003002243,"teacher_disagreement_score":0.97892785,"about_ca_system_score_codex":0.00016114459,"about_ca_system_score_gemma":0.00012217091,"threshold_uncertainty_score":0.43754053},"labels":[],"label_agreement":null},{"id":"W1971353580","doi":"10.1016/j.ijnonlinmec.2014.10.003","title":"Non-linear static bending and forced vibrations of rectangular plates retaining non-linearities in rotations and thickness deformation","year":2014,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Qatar National Research Fund; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; National Research Foundation","keywords":"Rotary inertia; Equations of motion; Vibration; Mechanics; Boundary value problem; Finite element method; Kinematics; Deflection (physics); Transverse plane; Inertia; Classical mechanics; Geometry; Mathematics; Physics; Structural engineering; Mathematical analysis; Engineering","score_opus":0.0069305662527435535,"score_gpt":0.23960649141607748,"score_spread":0.23267592516333394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971353580","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":[0.4435212,0.00006150974,0.5559009,0.000095215175,0.0002412822,0.00007700488,0.000009842371,0.000009422642,0.000083643674],"genre_scores_gemma":[0.95580363,0.0002782295,0.043640625,0.000038769176,0.00016484848,0.000002803027,0.000044282933,0.000021328076,0.000005497705],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99869263,0.000028164794,0.0007333924,0.0001038869,0.00031820856,0.00012370602],"domain_scores_gemma":[0.9989883,0.00015100358,0.000306085,0.00008679718,0.00041649217,0.000051348547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047798787,0.0001451951,0.00029784613,0.00052164204,0.000061145045,0.00006362368,0.00015216134,0.000085503656,0.000011455653],"category_scores_gemma":[0.00012601967,0.00014027984,0.00006654248,0.00021378322,0.000019437266,0.00052192854,0.000041249314,0.00022916548,5.6861353e-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":[0.000049132916,0.000020974,0.0008798958,0.00008436201,0.00019510371,0.000005686531,0.002829584,0.9677297,0.022826549,0.0014177291,0.000018058388,0.0039432105],"study_design_scores_gemma":[0.0007386363,0.000086387925,0.00081082457,0.00023221645,0.000060531424,0.00005847721,0.00049872656,0.99023044,0.0058368975,0.0012751644,0.000045594847,0.00012608063],"about_ca_topic_score_codex":0.000022061284,"about_ca_topic_score_gemma":0.00004798012,"teacher_disagreement_score":0.51228243,"about_ca_system_score_codex":0.0000657643,"about_ca_system_score_gemma":0.000031937754,"threshold_uncertainty_score":0.57204455},"labels":[],"label_agreement":null},{"id":"W1977763988","doi":"10.1016/j.ijnonlinmec.2015.04.004","title":"Flow of “stress power-law” fluids between parallel rotating discs with distinct axes","year":2015,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical 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":"University of Alberta","funders":"","keywords":"Mechanics; Flow (mathematics); Power law; Stress (linguistics); Power-law fluid; Power (physics); Materials science; Physics; Thermodynamics; Mathematics; Philosophy","score_opus":0.018586268133453935,"score_gpt":0.2724832339133931,"score_spread":0.25389696577993914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977763988","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":[0.14149079,0.00014734805,0.8567592,0.000286961,0.00061822165,0.0000519268,0.00007743929,0.0000156917,0.00055243616],"genre_scores_gemma":[0.9286131,0.000018426746,0.07070401,0.000039598577,0.00040733346,0.0000020856287,0.000021439393,0.000025009223,0.00016899615],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99846876,0.00002626867,0.0006042068,0.00012942712,0.000592651,0.00017867281],"domain_scores_gemma":[0.9983682,0.00018126162,0.00036027166,0.00012207137,0.00086363876,0.000104560204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036495633,0.00017038803,0.00036805906,0.00009523499,0.000035752637,0.00001540906,0.0004765618,0.00009476947,0.000016640382],"category_scores_gemma":[0.00030733555,0.00013114499,0.00011671415,0.00008215046,0.000055807042,0.00017129754,0.00013691632,0.0003417168,0.0000060586176],"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":[0.003439674,0.0012086564,0.07314468,0.00023144388,0.009021266,0.0010886781,0.0084556,0.6760201,0.05008189,0.16830927,0.0010992119,0.00789952],"study_design_scores_gemma":[0.001927905,0.00043784443,0.00046371168,0.0003077933,0.00009456879,0.000119248085,0.00032258156,0.98891026,0.0047518574,0.002340658,0.00010274744,0.00022082796],"about_ca_topic_score_codex":0.000018567609,"about_ca_topic_score_gemma":0.000014586812,"teacher_disagreement_score":0.7871223,"about_ca_system_score_codex":0.00006855611,"about_ca_system_score_gemma":0.00006958628,"threshold_uncertainty_score":0.53479373},"labels":[],"label_agreement":null},{"id":"W1982516032","doi":"10.1016/s0020-7462(00)00023-8","title":"Vibration analysis on a thin plate with the aid of computation of normal forms","year":2001,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vibration; Computation; Structural engineering; Mathematics; Acoustics; Physics; Engineering; Algorithm","score_opus":0.008031952471097467,"score_gpt":0.24225628374255365,"score_spread":0.23422433127145617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982516032","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":[0.191921,0.000014148416,0.8073077,0.00026440495,0.00012837176,0.000037952206,0.000009179157,0.000008016371,0.0003092401],"genre_scores_gemma":[0.99513626,0.000063323554,0.004567598,0.00009434854,0.00008154517,7.82186e-7,0.00002082681,0.000010777558,0.000024513889],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998778,0.000020858432,0.0004947497,0.000061430335,0.0005727773,0.000072213865],"domain_scores_gemma":[0.9989187,0.00005281424,0.0004252624,0.00008573034,0.0004883044,0.000029158735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029276108,0.00009474455,0.00022298085,0.0004166875,0.0000232095,0.000019436271,0.00022508857,0.000046757894,0.000045542765],"category_scores_gemma":[0.000019898644,0.00006196161,0.00018479623,0.00045297484,0.000013149074,0.00023574747,0.000014264518,0.00014558113,0.0000028094162],"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":[0.00016639906,0.000043719483,0.00017491097,0.00000567005,0.0012040978,0.00000838503,0.00030522933,0.9945403,0.0014119286,0.0007754168,0.000046158628,0.0013178348],"study_design_scores_gemma":[0.0005491299,0.00016722018,0.000474123,0.000035985995,0.00024373137,0.00002601508,0.00020440546,0.9947205,0.0031915426,0.0002550472,0.00007027233,0.00006201891],"about_ca_topic_score_codex":0.000010730468,"about_ca_topic_score_gemma":0.00006239487,"teacher_disagreement_score":0.8032153,"about_ca_system_score_codex":0.00004836733,"about_ca_system_score_gemma":0.000033388063,"threshold_uncertainty_score":0.25267214},"labels":[],"label_agreement":null},{"id":"W1989793592","doi":"10.1016/s0020-7462(03)00090-8","title":"Coherent structures and their influence on the dynamics of aeroelastic panels","year":2003,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Model Reduction and Neural Networks","field":"Physics and Astronomy","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Aeroelasticity; Galerkin method; Limit cycle; Attractor; Coherence (philosophical gambling strategy); Mathematics; Limit (mathematics); Aerodynamics; Control theory (sociology); Nonlinear system; Physics; Mechanics; Mathematical analysis; Computer science","score_opus":0.015696406925827713,"score_gpt":0.2623572971644322,"score_spread":0.24666089023860446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989793592","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":[0.8454499,0.000021658687,0.15308663,0.00037439002,0.0007349835,0.000060910377,0.00002021703,0.0000019021298,0.00024935516],"genre_scores_gemma":[0.9993042,0.000024884306,0.00031567528,0.00011785647,0.00018752847,9.510309e-7,0.0000021696621,0.0000073559568,0.000039395916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993327,0.000040597533,0.00026977083,0.00006905672,0.00021287994,0.000074939875],"domain_scores_gemma":[0.99919474,0.00012160719,0.00030323982,0.00007495818,0.00026820737,0.000037252175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015014727,0.00009164677,0.000123064,0.00004746588,0.000032604585,0.000022004286,0.0001978674,0.000024518791,0.00013839247],"category_scores_gemma":[0.00002788284,0.000053951688,0.00007652997,0.00004395579,0.000021436745,0.0000613916,0.000023573895,0.00022152853,0.0000013682334],"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":[0.00018435142,0.00020183032,0.00076979387,0.000007771369,0.00052097806,0.000006228749,0.0004704667,0.0925578,0.008922603,0.8718509,0.0003094576,0.024197796],"study_design_scores_gemma":[0.0017120986,0.00056168565,0.0008849429,0.000280085,0.000066391374,0.00016159198,0.0017530004,0.741511,0.0574479,0.19302529,0.0022662303,0.00032979838],"about_ca_topic_score_codex":0.0000045530055,"about_ca_topic_score_gemma":7.57728e-7,"teacher_disagreement_score":0.6788256,"about_ca_system_score_codex":0.000019003666,"about_ca_system_score_gemma":0.000038973863,"threshold_uncertainty_score":0.2200086},"labels":[],"label_agreement":null},{"id":"W1992575179","doi":"10.1016/j.ijnonlinmec.2012.08.003","title":"Steady-state transverse response of an axially moving beam with time-dependent axial speed","year":2012,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":80,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Galerkin method; Eigenfunction; Mathematical analysis; Ordinary differential equation; Axial symmetry; Phase portrait; Bifurcation; Mathematics; Partial differential equation; Beam (structure); Discretization; Physics; Classical mechanics; Differential equation; Geometry; Nonlinear system; Optics","score_opus":0.00907764573202208,"score_gpt":0.24174824743027393,"score_spread":0.23267060169825185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992575179","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":[0.60117614,0.000018792201,0.39806247,0.000052028194,0.0004967291,0.000045246685,0.000028197073,0.000021543048,0.00009886509],"genre_scores_gemma":[0.99209154,0.000027721922,0.00727191,0.000050575625,0.0003202194,4.5858525e-7,0.000011579973,0.000034103283,0.00019190148],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99846923,0.000058175818,0.0005284746,0.000079148194,0.00069731544,0.00016766289],"domain_scores_gemma":[0.99903315,0.0000594253,0.0002433561,0.000121927624,0.00040567794,0.00013646873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008097172,0.00014212816,0.00024275597,0.00031003213,0.00002263671,0.000028631994,0.00032181008,0.00006318898,0.00020233373],"category_scores_gemma":[0.000046193687,0.00012400153,0.0001303638,0.00011695469,0.000013562982,0.00057649595,0.000019803294,0.00020711872,0.000026046984],"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":[0.002301733,0.00019875579,0.000089134795,0.000012318131,0.00066872506,0.00007887848,0.0014761544,0.80569875,0.18729244,0.00008076449,0.00005533823,0.002047028],"study_design_scores_gemma":[0.0014937927,0.0003413191,0.00019185408,0.00006172659,0.00010249119,0.00017510483,0.00029565513,0.9630671,0.03381631,0.000058743844,0.00021502947,0.00018082751],"about_ca_topic_score_codex":0.000009072681,"about_ca_topic_score_gemma":0.000009931797,"teacher_disagreement_score":0.39091542,"about_ca_system_score_codex":0.00011708291,"about_ca_system_score_gemma":0.000087484244,"threshold_uncertainty_score":0.5056635},"labels":[],"label_agreement":null},{"id":"W1995131246","doi":"10.1016/j.ijnonlinmec.2013.04.008","title":"Parameter effects on shear stress of Johnson–Segalman fluid in Poiseuille flow","year":2013,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical 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 Windsor","funders":"Shanghai Institute of Technology; Shanghai Municipal Education Commission; National Natural Science Foundation of China","keywords":"Shear rate; Mechanics; Weissenberg number; Hagen–Poiseuille equation; Slip (aerodynamics); Shear stress; Velocity gradient; Monotonic function; Critical resolved shear stress; Shear (geology); Shear flow; Pressure gradient; Materials science; Shear velocity; Physics; Classical mechanics; Mathematics; Flow (mathematics); Thermodynamics; Rheology; Mathematical analysis; Composite material","score_opus":0.007613024915893826,"score_gpt":0.24660118702882136,"score_spread":0.23898816211292753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995131246","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":[0.80686224,0.00032317225,0.18894733,0.00084951,0.0022455296,0.00019217156,0.000023853041,0.000017163393,0.0005390516],"genre_scores_gemma":[0.98744273,0.00022158519,0.011557167,0.00021014387,0.00030680967,0.0000067763417,0.000005853756,0.000022920423,0.00022603471],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998708,0.000033924905,0.0005472285,0.0001275332,0.00040162847,0.00018166512],"domain_scores_gemma":[0.9988456,0.00037860998,0.0002039932,0.000128941,0.0003863508,0.000056502053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022288578,0.00015132026,0.00032415503,0.0002610786,0.000017232573,0.00001125225,0.0004063235,0.00012595803,0.00009551156],"category_scores_gemma":[0.00046488625,0.0001288495,0.00015184858,0.00009301438,0.000019526762,0.00014782046,0.00009240584,0.00039340538,0.00004573898],"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":[0.001184305,0.0015962691,0.00379419,0.0002831153,0.0022557613,0.0005756891,0.0013685323,0.37240702,0.5636201,0.02467337,0.003529313,0.024712365],"study_design_scores_gemma":[0.0011241006,0.00024545146,0.0008143193,0.00030720842,0.000017356184,0.000030644744,0.000028903902,0.9487541,0.04726366,0.0012237289,0.00006672709,0.00012382324],"about_ca_topic_score_codex":0.000026415048,"about_ca_topic_score_gemma":0.000004710335,"teacher_disagreement_score":0.57634705,"about_ca_system_score_codex":0.00009272348,"about_ca_system_score_gemma":0.000027068429,"threshold_uncertainty_score":0.525433},"labels":[],"label_agreement":null},{"id":"W1999898391","doi":"10.1016/s0020-7462(02)00213-5","title":"A cantilever conveying fluid: coherent modes versus beam modes","year":2003,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cantilever; Galerkin method; Eigenvalues and eigenvectors; Eigenfunction; Mathematics; Discretization; Mathematical analysis; Beam (structure); Projection (relational algebra); Projection method; Finite element method; Physics; Mathematical optimization; Optics; Algorithm; Dykstra's projection algorithm; Structural engineering","score_opus":0.019378246486557796,"score_gpt":0.26426208514917837,"score_spread":0.2448838386626206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999898391","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":[0.08630362,0.00019865193,0.9093987,0.000082486644,0.002070564,0.00005292125,0.000017469309,0.0000378442,0.0018377915],"genre_scores_gemma":[0.99240917,0.00025011858,0.0068780226,0.00009801427,0.00021367543,0.0000018358538,0.00000922685,0.000026750344,0.000113162256],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987914,0.000022995417,0.00045034455,0.000094341325,0.0004950132,0.00014592258],"domain_scores_gemma":[0.9992168,0.00005829714,0.00013923613,0.0001030709,0.00039690454,0.00008571759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024476598,0.00014135888,0.00020816638,0.00021454095,0.000033738008,0.000056555557,0.00026957266,0.0000738,0.0002634894],"category_scores_gemma":[0.00010072788,0.00013332481,0.00016923856,0.000110358014,0.000009738758,0.00024931406,0.000020552408,0.00020595494,0.00003051923],"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":[0.000091274036,0.00005335933,0.000040712064,0.000010956394,0.0007172614,0.000051070998,0.00015598476,0.9724733,0.018134644,0.006053098,0.0008875752,0.0013307483],"study_design_scores_gemma":[0.0011349821,0.000044570046,0.0000074423124,0.000040515934,0.000058868252,0.0000498594,0.00025692862,0.9826233,0.013199202,0.00046021948,0.0019885427,0.00013557232],"about_ca_topic_score_codex":0.000010160026,"about_ca_topic_score_gemma":0.000017154098,"teacher_disagreement_score":0.9061056,"about_ca_system_score_codex":0.00017014878,"about_ca_system_score_gemma":0.000081884165,"threshold_uncertainty_score":0.54368275},"labels":[],"label_agreement":null},{"id":"W2004254171","doi":"10.1016/s0020-7462(02)00084-7","title":"Large free vibrations of a beam carrying a moving mass","year":2003,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Scientific Research and Discoveries","field":"Physics and Astronomy","cited_by":45,"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; Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Equations of motion; Algebraic equation; Acceleration; Vibration; Stiffness; Differential algebraic equation; Spring (device); Linear motion; Mathematics; Differential equation; Beam (structure); Ordinary differential equation; Work (physics); Mathematical analysis; Linear system; Focus (optics); Motion (physics); Physics; Nonlinear system; Classical mechanics; Acoustics","score_opus":0.0173624414266772,"score_gpt":0.30291312849832813,"score_spread":0.28555068707165093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004254171","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":[0.22180617,0.00005060546,0.7732643,0.00016491898,0.0011692788,0.00006635251,0.00015202654,0.0000033265283,0.003323062],"genre_scores_gemma":[0.99030334,0.0000063345333,0.009128401,0.000031820517,0.00030121586,0.0000018887205,0.00001010029,0.00000902039,0.00020785892],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987117,0.000032613712,0.0003827192,0.000091778085,0.0006223813,0.00015881911],"domain_scores_gemma":[0.9988093,0.000063127234,0.00025934647,0.00014669364,0.000647611,0.000073923096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000542017,0.000078051155,0.00014243941,0.00016225968,0.000059590806,0.00007545365,0.00044684557,0.000022839455,0.0004990081],"category_scores_gemma":[0.00019461382,0.00006833638,0.00015995052,0.00012810747,0.000016009231,0.00033891475,0.000063606014,0.0001604735,0.000007777389],"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":[0.00026987537,0.0011405842,0.010988445,0.00003567804,0.0014165061,0.0000851716,0.0026296126,0.014044443,0.3500283,0.60930485,0.007436685,0.0026198288],"study_design_scores_gemma":[0.0065151723,0.00043790851,0.0003835118,0.0003790531,0.00010507786,0.000064487285,0.010725003,0.09513455,0.65601,0.20837924,0.02132401,0.00054204906],"about_ca_topic_score_codex":0.000020888843,"about_ca_topic_score_gemma":0.0000042280444,"teacher_disagreement_score":0.76849717,"about_ca_system_score_codex":0.000028881144,"about_ca_system_score_gemma":0.00027058044,"threshold_uncertainty_score":0.5463789},"labels":[],"label_agreement":null},{"id":"W2009937137","doi":"10.1016/j.ijnonlinmec.2013.08.009","title":"Physically and geometrically non-linear vibrations of thin rectangular plates","year":2013,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Deflection (physics); Vibration; Quadratic equation; Amplitude; Mathematical analysis; Plate theory; Classical mechanics; Materials science; Physics; Geometry; Mechanics; Mathematics; Optics; Acoustics","score_opus":0.01038858824173206,"score_gpt":0.23530762191871954,"score_spread":0.22491903367698748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009937137","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":[0.5161712,0.00006816537,0.4824369,0.00016450297,0.0009376165,0.00007785958,0.000015176403,0.000019553363,0.000108996566],"genre_scores_gemma":[0.95667976,0.0002381724,0.042448003,0.000074987496,0.0005076008,0.0000026578575,0.000006227298,0.000026015488,0.000016596096],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988132,0.000013878363,0.0005596933,0.00009127175,0.00038728924,0.00013466904],"domain_scores_gemma":[0.9988691,0.00012481428,0.00018842502,0.00008539055,0.0006510625,0.000081159764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019824693,0.00013187181,0.00025302352,0.00027104325,0.000028244978,0.000049754966,0.00029177617,0.0000927921,0.00007252797],"category_scores_gemma":[0.000178106,0.000119643475,0.00009060494,0.00014624235,0.000016365613,0.00038030325,0.00006470759,0.00023111115,0.000021454432],"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":[0.00005866647,0.00012692835,0.000026094063,0.000059176313,0.00037905615,0.000023480994,0.0004192259,0.27441898,0.71959984,0.001570165,0.00040016728,0.0029181945],"study_design_scores_gemma":[0.0005033695,0.00015600843,0.000120229815,0.00013738155,0.00003243788,0.000052265983,0.000048014062,0.9436084,0.051972672,0.0030356084,0.00020750944,0.0001260959],"about_ca_topic_score_codex":0.00002094642,"about_ca_topic_score_gemma":0.000002235229,"teacher_disagreement_score":0.66918945,"about_ca_system_score_codex":0.000039717208,"about_ca_system_score_gemma":0.00003805066,"threshold_uncertainty_score":0.48789194},"labels":[],"label_agreement":null},{"id":"W2016009905","doi":"10.1016/j.ijnonlinmec.2003.08.001","title":"The stability and flow of a rivulet driven by interfacial shear and gravity","year":2003,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":46,"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 British Columbia","funders":"","keywords":"Mechanics; Shear (geology); Aspect ratio (aeronautics); Flow (mathematics); Flux (metallurgy); Range (aeronautics); Stability (learning theory); Shear flow; Instability; Series (stratigraphy); Physics; Mathematics; Materials science; Geology; Computer science","score_opus":0.007967251714630554,"score_gpt":0.23490647261943515,"score_spread":0.2269392209048046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016009905","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":[0.35511175,0.00023247652,0.6437482,0.0002110113,0.0005038235,0.000043087002,0.000035967674,0.000007380498,0.00010627581],"genre_scores_gemma":[0.99492556,0.0004061147,0.0045646457,0.000033232845,0.000045646095,5.4521655e-7,0.0000025681916,0.000007814225,0.0000138937485],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992559,0.000037157948,0.00033158425,0.00006179458,0.00024295504,0.00007059131],"domain_scores_gemma":[0.9994854,0.000067841764,0.00011046324,0.00006632282,0.00022214525,0.000047862926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039288204,0.00007503538,0.00014180687,0.00005439615,0.000033495842,0.000028482566,0.00012164262,0.000042496806,0.000031380205],"category_scores_gemma":[0.00012793162,0.000056793884,0.000058909856,0.000052959942,0.000030115041,0.00010570431,0.00002464884,0.00015028969,9.2068245e-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":[0.0014062525,0.0011661485,0.01773484,0.0003368632,0.008316745,0.00013352068,0.01272457,0.34184265,0.42817372,0.04777099,0.01190683,0.12848686],"study_design_scores_gemma":[0.00045823245,0.000059712052,0.00012615258,0.000018696866,0.000029717388,0.00004008428,0.00021782608,0.98778516,0.007901746,0.0010010705,0.0022926275,0.00006895923],"about_ca_topic_score_codex":0.0000043739797,"about_ca_topic_score_gemma":0.00001542655,"teacher_disagreement_score":0.6459425,"about_ca_system_score_codex":0.000035395155,"about_ca_system_score_gemma":0.000022979691,"threshold_uncertainty_score":0.23159873},"labels":[],"label_agreement":null},{"id":"W2028317629","doi":"10.1016/j.ijnonlinmec.2007.04.004","title":"Application of a non-linear local analysis method for the problem of mixed convection instability","year":2007,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Heat transfer and supercritical fluids","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":"Université de Moncton","funders":"","keywords":"Prandtl number; Rayleigh number; Ordinary differential equation; Mathematics; Laminar flow; Mathematical analysis; Reynolds number; Pitchfork bifurcation; Rayleigh scattering; Instability; Bifurcation; Convection; Mechanics; Bifurcation theory; Physics; Classical mechanics; Natural convection; Differential equation; Nonlinear system","score_opus":0.014755543163231301,"score_gpt":0.311945344358823,"score_spread":0.2971898011955917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028317629","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":[0.04080239,0.0000605212,0.95824283,0.00015859443,0.00038023933,0.00023168439,0.000051854204,0.000010660092,0.00006120964],"genre_scores_gemma":[0.91335547,0.00005056417,0.08632196,0.00003481317,0.00019526432,0.000007587261,0.000016088374,0.000016704244,0.0000015407534],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982095,0.00003395431,0.000985424,0.00011535999,0.0004987345,0.00015707371],"domain_scores_gemma":[0.9979008,0.0005820107,0.000038857717,0.0001498608,0.0012572996,0.00007118841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002126331,0.00012674226,0.00036561274,0.00027283852,0.000027274344,0.000008535601,0.0003514384,0.000119861244,0.00002325922],"category_scores_gemma":[0.00008126385,0.00009830691,0.00039249434,0.0003947517,0.00003489569,0.00012332464,0.000019220917,0.0002384484,0.0000011110375],"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":[0.0009770723,0.00060991204,0.0008868498,0.0003938761,0.0042201197,0.000010508358,0.0009726084,0.26789716,0.59574217,0.014742264,0.00010384346,0.11344364],"study_design_scores_gemma":[0.00062211475,0.00013715969,0.0005449751,0.000025375442,0.0003317404,0.000017964334,0.00015569566,0.81143934,0.1852919,0.00086300564,0.0004940847,0.000076643206],"about_ca_topic_score_codex":0.00006747076,"about_ca_topic_score_gemma":0.000066979825,"teacher_disagreement_score":0.8725531,"about_ca_system_score_codex":0.0001115632,"about_ca_system_score_gemma":0.00005889268,"threshold_uncertainty_score":0.40088394},"labels":[],"label_agreement":null},{"id":"W2030738979","doi":"10.1016/j.ijnonlinmec.2011.05.011","title":"Fluid pressure loading of a hyperelastic membrane","year":2011,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hyperelastic material; Materials science; Membrane; Mechanics; Strain energy; Composite material; Mechanical engineering; Structural engineering; Engineering; Finite element method; Physics; Chemistry","score_opus":0.023558003318448244,"score_gpt":0.23229930412872768,"score_spread":0.20874130081027945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030738979","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":[0.3485914,0.00023919402,0.64530104,0.000020708903,0.0048126657,0.000059836315,0.000022639008,0.00003428684,0.000918218],"genre_scores_gemma":[0.98666507,0.00015509897,0.012743068,0.000022875558,0.00036839652,7.605984e-7,0.0000014345461,0.000023609307,0.000019712512],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903256,0.000011702924,0.0004691377,0.00006199887,0.00031102213,0.00011355283],"domain_scores_gemma":[0.9993075,0.000042259944,0.00015228422,0.00007379797,0.00037178985,0.00005236306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019464022,0.000103652885,0.00020297158,0.00015836707,0.000013469402,0.000011742127,0.00034551736,0.00007519967,0.00016889782],"category_scores_gemma":[0.00008736594,0.00009700029,0.00009351538,0.000051528335,0.0000090347485,0.00018821763,0.000042154552,0.00016723623,0.00001345653],"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":[0.00024118822,0.00010483945,0.000016697526,0.00012659736,0.00065460807,0.00007761706,0.0009432211,0.19644837,0.7966987,0.0036413162,0.000119664,0.00092717365],"study_design_scores_gemma":[0.0006535621,0.0001422405,0.0000190425,0.00031713696,0.00010655042,0.00018368085,0.000056179022,0.6427317,0.35365173,0.0012218595,0.00078610453,0.0001301888],"about_ca_topic_score_codex":0.000008069911,"about_ca_topic_score_gemma":0.0000014911546,"teacher_disagreement_score":0.6380737,"about_ca_system_score_codex":0.0000251091,"about_ca_system_score_gemma":0.00002961148,"threshold_uncertainty_score":0.3955557},"labels":[],"label_agreement":null},{"id":"W2034797525","doi":"10.1016/j.ijnonlinmec.2013.06.005","title":"Non-linear global dynamics of an axially moving plate","year":2013,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mathematics; Mathematical analysis; Ordinary differential equation; Phase portrait; Plane (geometry); Phase plane; Bifurcation; Axial symmetry; Equations of motion; Inertia; Differential equation; Bifurcation diagram; Classical mechanics; Geometry; Physics; Nonlinear system","score_opus":0.0076458636632704595,"score_gpt":0.24985327360217638,"score_spread":0.2422074099389059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034797525","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":[0.27546933,0.000021412063,0.7223543,0.00019549375,0.0012950886,0.00006947728,0.000044454402,0.000029676947,0.0005207528],"genre_scores_gemma":[0.9622668,0.000081423175,0.036864698,0.00013873613,0.00049323717,0.0000017676227,0.000049180147,0.00003138452,0.00007279893],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99820584,0.00001940271,0.0008129854,0.00012271997,0.00064486335,0.00019421498],"domain_scores_gemma":[0.998464,0.000028171593,0.000351871,0.00017126107,0.00084025634,0.00014447712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029795087,0.00018146327,0.00031778472,0.00021889975,0.00002902764,0.000058008336,0.0006090673,0.00012825064,0.0002524019],"category_scores_gemma":[0.000060991617,0.000173375,0.00021947129,0.00020236567,0.000016562415,0.0006235055,0.000063554384,0.00024829077,0.00005205358],"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":[0.000057635996,0.00013650245,0.00039124922,0.00002624478,0.00069507107,0.000063144325,0.00019365801,0.9778265,0.0055239256,0.0022210968,0.00030934063,0.012555641],"study_design_scores_gemma":[0.00062678766,0.00010325989,0.00035039443,0.000056125282,0.00004842606,0.00010082736,0.00017394825,0.9956187,0.000883278,0.001782524,0.000102362836,0.00015334463],"about_ca_topic_score_codex":0.00007499643,"about_ca_topic_score_gemma":0.000100796584,"teacher_disagreement_score":0.68679744,"about_ca_system_score_codex":0.0002695759,"about_ca_system_score_gemma":0.00010311747,"threshold_uncertainty_score":0.7070027},"labels":[],"label_agreement":null},{"id":"W2037894205","doi":"10.1016/j.ijnonlinmec.2004.09.001","title":"On damping properties of a frictionless physical pendulum with a moving mass","year":2004,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Control and Stability of Dynamical Systems","field":"Engineering","cited_by":38,"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 Saskatchewan","funders":"","keywords":"Pendulum; Physics; Control theory (sociology); Inverted pendulum; Classical mechanics; Rotation (mathematics); Added mass; Double pendulum; Mechanics; Mathematics; Control (management); Computer science; Vibration; Acoustics; Nonlinear system","score_opus":0.009771597027961732,"score_gpt":0.2192292273458084,"score_spread":0.20945763031784667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037894205","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":[0.7074135,0.00003537922,0.29161453,0.00016715105,0.0005482483,0.00006600091,0.000006072077,0.000018275985,0.00013086271],"genre_scores_gemma":[0.9976531,0.000008889035,0.0019608734,0.000021501273,0.0003289965,0.0000022331726,8.854042e-7,0.000017138236,0.000006340885],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989182,0.000013166672,0.00034728946,0.00007870803,0.00053285254,0.000109829765],"domain_scores_gemma":[0.9993552,0.000033355318,0.00014551502,0.00008135742,0.00033702847,0.000047549525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015622414,0.00010972035,0.00023580265,0.00010970663,0.000020846002,0.000023837549,0.0002436132,0.000039353105,0.0000050780723],"category_scores_gemma":[0.00005328915,0.000080711536,0.000114986025,0.00006849858,0.000012276447,0.00014428877,0.000016983546,0.00022338482,0.000003839085],"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":[0.00033852976,0.00024546223,0.00004218726,0.00008464405,0.0004262657,0.000047951606,0.00087544014,0.764378,0.22564243,0.005517956,0.0000061333058,0.0023950145],"study_design_scores_gemma":[0.0019307177,0.0004460586,0.000110789995,0.0009011174,0.000033954082,0.000100539204,0.00027385107,0.9729284,0.01918281,0.003839802,0.000084049665,0.00016791798],"about_ca_topic_score_codex":0.00002495075,"about_ca_topic_score_gemma":0.000016149383,"teacher_disagreement_score":0.29023966,"about_ca_system_score_codex":0.00016639562,"about_ca_system_score_gemma":0.000049507253,"threshold_uncertainty_score":0.3291321},"labels":[],"label_agreement":null},{"id":"W2046052397","doi":"10.1016/j.ijnonlinmec.2004.06.002","title":"Uniformity of stresses inside an elliptic inclusion in finite plane elastostatics","year":2004,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Composite Material Mechanics","field":"Engineering","cited_by":58,"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; University of Alberta","funders":"","keywords":"Inclusion (mineral); Stress (linguistics); Ellipse; Plane (geometry); Mathematical analysis; Mathematics; Variable (mathematics); Harmonic; Geometry; Physics; Acoustics","score_opus":0.011262892253647816,"score_gpt":0.256515854964906,"score_spread":0.24525296271125815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046052397","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":[0.87160045,0.00007132107,0.1262181,0.00007508437,0.0018251814,0.000076169796,0.00005045462,0.000021629297,0.00006159928],"genre_scores_gemma":[0.98298424,0.00027195687,0.01641958,0.00004825399,0.00022187267,7.7159604e-7,0.000020079575,0.000031316802,0.000001944607],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983886,0.000024598341,0.00074445154,0.00008945555,0.00059952855,0.00015336383],"domain_scores_gemma":[0.99908036,0.00008416065,0.00026470967,0.00014183705,0.0003545555,0.000074363976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003396471,0.00015516406,0.00027021373,0.00039393196,0.000024759922,0.000026610855,0.000566301,0.000095238735,0.000027816546],"category_scores_gemma":[0.00011092058,0.00015499006,0.000064632826,0.00015697214,0.000009279305,0.00031130598,0.00031148872,0.00027808108,0.0000063674356],"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":[0.00020271898,0.00023286065,0.000035066874,0.000059695776,0.00008687907,0.0002275069,0.0010004743,0.79718846,0.19478239,0.0031285717,0.0000074284785,0.0030479515],"study_design_scores_gemma":[0.0024380323,0.00063020724,0.00012265756,0.00066494086,0.000034779638,0.000227903,0.0002048629,0.5603012,0.40997294,0.024741193,0.00038467973,0.0002766168],"about_ca_topic_score_codex":0.000029897035,"about_ca_topic_score_gemma":0.00009549424,"teacher_disagreement_score":0.23688726,"about_ca_system_score_codex":0.0002393665,"about_ca_system_score_gemma":0.00009787436,"threshold_uncertainty_score":0.63203114},"labels":[],"label_agreement":null},{"id":"W2060869600","doi":"10.1016/j.ijnonlinmec.2010.02.001","title":"Three-dimensional dynamics of a cantilevered pipe conveying fluid, additionally supported by an intermediate spring array","year":2010,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":113,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Galerkin method; Discretization; Cantilever; Bifurcation; Spring (device); Divergence (linguistics); Flutter; Mathematics; Quasiperiodic function; Fluid dynamics; Mathematical analysis; Flow (mathematics); Nonlinear system; Mechanics; Physics; Geometry; Aerodynamics; Engineering; Structural engineering","score_opus":0.007001004621668689,"score_gpt":0.23243952198032258,"score_spread":0.2254385173586539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060869600","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":[0.40142605,0.000014519979,0.5961478,0.0001252845,0.0018665581,0.000049111208,0.00028464026,0.000028614877,0.000057448233],"genre_scores_gemma":[0.9851662,0.000026321624,0.013916981,0.00012650919,0.00036096084,0.0000020578582,0.00033189764,0.000040469116,0.000028637996],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980835,0.000018388608,0.0008315541,0.00014754383,0.0007398244,0.00017919924],"domain_scores_gemma":[0.9983186,0.000077909586,0.00039746417,0.00016801679,0.0008878135,0.00015019524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040089895,0.00019069611,0.00031252537,0.0003401927,0.000037184698,0.0000435406,0.0005275958,0.00013843039,0.0008406916],"category_scores_gemma":[0.00011207495,0.00019026877,0.00020061777,0.00014239733,0.00003422214,0.0004325626,0.00004287498,0.0004899772,0.0000151918775],"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":[0.00017849205,0.00026247755,0.0012326448,0.00003097179,0.0011168903,0.00009908557,0.000178627,0.077459924,0.911349,0.0015511814,0.0019180444,0.0046226676],"study_design_scores_gemma":[0.00075891614,0.00007019481,0.00057086337,0.00006166209,0.000056789144,0.00010439087,0.000050522136,0.977317,0.019850945,0.00067257957,0.00030822717,0.00017794447],"about_ca_topic_score_codex":0.00005116599,"about_ca_topic_score_gemma":0.0008223303,"teacher_disagreement_score":0.89985704,"about_ca_system_score_codex":0.00011017886,"about_ca_system_score_gemma":0.0001553163,"threshold_uncertainty_score":0.9204984},"labels":[],"label_agreement":null},{"id":"W2069219431","doi":"10.1016/j.ijnonlinmec.2009.07.007","title":"Oblique stagnation-point flow of a viscoelastic fluid with heat transfer","year":2009,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":33,"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 Regina","funders":"","keywords":"Stagnation point; Prandtl number; Stagnation temperature; Mechanics; Shear flow; Heat transfer; Flow (mathematics); Stagnation pressure; Boundary layer; Oblique case; Viscoelasticity; Classical mechanics; Physics; Mathematics; Thermodynamics","score_opus":0.007178462341347,"score_gpt":0.2270255755017755,"score_spread":0.2198471131604285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069219431","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":[0.13462023,0.00020260895,0.8634539,0.00047362252,0.0008123805,0.00010489162,0.000035092147,0.000029470868,0.00026777908],"genre_scores_gemma":[0.98885846,0.00043503806,0.0100849345,0.00019951149,0.0003628485,0.0000017907597,0.000008942637,0.000031219246,0.000017242975],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984411,0.000017148586,0.0006174786,0.00010365372,0.0006479413,0.00017266616],"domain_scores_gemma":[0.99899936,0.000054661185,0.000021575031,0.00011211085,0.0007192179,0.00009305116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023269796,0.00018211393,0.00030794187,0.00032453774,0.000020041429,0.000025962789,0.00033391762,0.000095963755,0.00013362398],"category_scores_gemma":[0.000019869705,0.0001499071,0.00015903878,0.00015697176,0.000012118117,0.0002877769,0.00000603829,0.0002806461,0.000008602223],"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":[0.0007482334,0.00034975883,0.00002272707,0.00006760206,0.0006167628,0.00023060547,0.00096522033,0.39448383,0.5877491,0.0062391898,0.0006851812,0.007841755],"study_design_scores_gemma":[0.0033136588,0.0015110315,0.00022433711,0.0005481475,0.00011812977,0.00045059333,0.00006114699,0.7395985,0.25098827,0.001013997,0.0018287976,0.00034336172],"about_ca_topic_score_codex":0.0000030683377,"about_ca_topic_score_gemma":0.00000716162,"teacher_disagreement_score":0.8542382,"about_ca_system_score_codex":0.00010365159,"about_ca_system_score_gemma":0.00011076239,"threshold_uncertainty_score":0.6113033},"labels":[],"label_agreement":null},{"id":"W2072368359","doi":"10.1016/j.ijnonlinmec.2013.08.006","title":"A non-linear higher-order thickness stretching and shear deformation theory for large-amplitude vibrations of laminated doubly curved shells","year":2013,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Curvilinear coordinates; Traction (geology); Transverse plane; Materials science; Vibration; Deformation (meteorology); Shell (structure); Mechanics; Geometry; Inertia; Linear elasticity; Classical mechanics; Physics; Structural engineering; Composite material; Mathematics; Finite element method; Engineering","score_opus":0.00843324946598554,"score_gpt":0.25148052095387674,"score_spread":0.2430472714878912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072368359","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":[0.1164887,0.000098964665,0.8821122,0.00021111465,0.00072067743,0.00021225915,0.000035032837,0.000020546204,0.00010051171],"genre_scores_gemma":[0.9491423,0.0001281728,0.050208956,0.00008429771,0.0002912122,0.0000075842586,0.00008044165,0.000030822317,0.000026244501],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986539,0.000031155876,0.00069783983,0.00011150145,0.0003513821,0.00015425964],"domain_scores_gemma":[0.9980158,0.00012504245,0.00032689187,0.000120189514,0.0013502531,0.00006182755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004725931,0.00016577181,0.0002849288,0.00029000887,0.0000627213,0.00008385397,0.0002590867,0.0001137456,0.00013015584],"category_scores_gemma":[0.000056040793,0.00014459895,0.00013622285,0.00018659022,0.000009463507,0.00062055007,0.000048135764,0.00021095574,0.0000037386742],"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":[0.00016347716,0.00015303645,0.00012565605,0.00014770529,0.0011592737,0.0000050078393,0.0016742536,0.8878532,0.08690904,0.012921986,0.00041044617,0.008476908],"study_design_scores_gemma":[0.0010775996,0.000080670805,0.00047769188,0.000093695235,0.000093853916,0.000023296901,0.00014580363,0.98636115,0.0079252,0.0032444953,0.0003317394,0.000144815],"about_ca_topic_score_codex":0.000012277974,"about_ca_topic_score_gemma":0.000007839854,"teacher_disagreement_score":0.8326536,"about_ca_system_score_codex":0.000067073895,"about_ca_system_score_gemma":0.000040958617,"threshold_uncertainty_score":0.5896574},"labels":[],"label_agreement":null},{"id":"W2082616323","doi":"10.1016/j.ijnonlinmec.2011.08.003","title":"Non-linear vibration of hyperelastic axisymmetric solids by a mixed p-type method","year":2011,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Elasticity and Material Modeling","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":"University of Toronto; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hyperelastic material; Vibration; Rotational symmetry; Type (biology); Mathematics; Materials science; Physics; Mathematical analysis; Mechanics; Acoustics; Thermodynamics; Geology; Finite element method","score_opus":0.028286167684868475,"score_gpt":0.27030481331453193,"score_spread":0.24201864562966346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082616323","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":[0.1388434,0.00009269707,0.8564071,0.000021099608,0.004287806,0.000070327806,0.000023891609,0.00002615289,0.00022754053],"genre_scores_gemma":[0.88542944,0.0001933508,0.11379344,0.000055994442,0.00044848636,0.0000015748996,0.000013026525,0.000042949352,0.000021762327],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983786,0.000032307846,0.00078675186,0.00012230228,0.0004945708,0.00018550846],"domain_scores_gemma":[0.998597,0.00010421791,0.00031650084,0.00011838251,0.0007738636,0.00008998765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046544633,0.00018384693,0.0003340799,0.00039917967,0.000027128144,0.000021203425,0.0004449716,0.00015234361,0.00010241145],"category_scores_gemma":[0.00020912479,0.00017651205,0.00013420012,0.00025052807,0.000011994065,0.0003038412,0.000063233965,0.0002897113,0.000028658827],"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":[0.00058439904,0.00033912805,0.000031486936,0.00013964764,0.0007897934,0.000063238505,0.0008492188,0.17767826,0.81178904,0.0018095075,0.0009426343,0.004983664],"study_design_scores_gemma":[0.00073798274,0.00031359599,0.000027156966,0.00015060253,0.00007615256,0.00009355453,0.000051905245,0.75614375,0.24094161,0.0009396814,0.00036509478,0.00015890072],"about_ca_topic_score_codex":0.000023824316,"about_ca_topic_score_gemma":0.0000029771545,"teacher_disagreement_score":0.746586,"about_ca_system_score_codex":0.00007978713,"about_ca_system_score_gemma":0.0000682096,"threshold_uncertainty_score":0.7197953},"labels":[],"label_agreement":null},{"id":"W2083288963","doi":"10.1016/j.ijnonlinmec.2014.11.026","title":"Non-linearities in rotation and thickness deformation in a new third-order thickness deformation theory for static and dynamic analysis of isotropic and laminated doubly curved shells","year":2014,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":115,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Curvilinear coordinates; Isotropy; Deformation (meteorology); Shell (structure); Rotary inertia; Transverse plane; Inertia; Vibration; Elasticity (physics); Geometry; Classical mechanics; Mechanics; Physics; Structural engineering; Mathematics; Materials science; Optics; Engineering; Composite material; Acoustics","score_opus":0.005296429677461126,"score_gpt":0.24245406472222666,"score_spread":0.23715763504476553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083288963","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":[0.45898762,0.00008917559,0.5406373,0.00006878795,0.000099440666,0.00009617627,0.000006856452,0.0000045286465,0.000010109072],"genre_scores_gemma":[0.9836343,0.0004956085,0.015699625,0.000042339998,0.00003364468,0.0000030020751,0.000072054645,0.000012965611,0.0000064498827],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988032,0.000053147076,0.0006937408,0.00010184688,0.0002445583,0.00010349338],"domain_scores_gemma":[0.9989557,0.00017890676,0.00031056046,0.0000682344,0.0004491334,0.00003745651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007428734,0.0001342791,0.00035269494,0.0009759777,0.000025303247,0.00006431482,0.00010893435,0.00009564035,0.0000058764826],"category_scores_gemma":[0.00010705453,0.00012187106,0.00005825437,0.00041691217,0.000013872964,0.0005167237,0.000027322094,0.0001595624,1.5098958e-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":[0.0002531509,0.000034204768,0.0017219911,0.00018297513,0.0005598292,0.0000017011738,0.004201248,0.9608861,0.00668082,0.0021582982,0.0000042323227,0.023315413],"study_design_scores_gemma":[0.0014448382,0.00007279772,0.01141448,0.00012574573,0.00023520156,0.0000153433,0.00039319784,0.98206985,0.0005450759,0.0035625168,0.00001082006,0.000110159854],"about_ca_topic_score_codex":0.00005230219,"about_ca_topic_score_gemma":0.0004758655,"teacher_disagreement_score":0.5249377,"about_ca_system_score_codex":0.00008169398,"about_ca_system_score_gemma":0.000038038048,"threshold_uncertainty_score":0.49697575},"labels":[],"label_agreement":null},{"id":"W2088220987","doi":"10.1016/s0020-7462(02)00060-4","title":"On the finite displacement analysis of quadrangular plates","year":2003,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":20,"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":"Displacement (psychology); Finite element method; Mathematics; Materials science; Structural engineering; Geometry; Engineering; Psychology; Psychoanalysis","score_opus":0.006974097631265113,"score_gpt":0.23847567155587981,"score_spread":0.2315015739246147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088220987","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":[0.18754287,0.0001780416,0.8107335,0.00014993973,0.00076548354,0.000050030623,0.000019884643,0.000007748592,0.0005524965],"genre_scores_gemma":[0.99739504,0.00017032176,0.002240037,0.00009082493,0.00006172739,6.03949e-7,0.000011603068,0.000009973481,0.000019848085],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901223,0.000029227189,0.00040721515,0.000058046768,0.00042218957,0.000071076276],"domain_scores_gemma":[0.99917537,0.00017357855,0.00019720379,0.00011666954,0.00031141224,0.000025755151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002979538,0.00009134521,0.00020380152,0.00036102004,0.000021526319,0.000023006402,0.00024189359,0.00003569341,0.00030978952],"category_scores_gemma":[0.000100317695,0.0000623205,0.00025590244,0.00035628528,0.000006021735,0.000057286325,0.000011604836,0.00012760295,0.0000028265715],"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":[0.000022822263,0.000024553774,0.000055735098,0.0000022766974,0.0023498766,0.000006188048,0.00011638441,0.98597497,0.00252132,0.008491111,0.00016006756,0.00027470922],"study_design_scores_gemma":[0.0002294748,0.000050522576,0.00009124878,0.00002462451,0.00048515692,0.000004845853,0.000042144275,0.9868041,0.009924171,0.0009071847,0.0013703571,0.000066134366],"about_ca_topic_score_codex":0.000002629949,"about_ca_topic_score_gemma":0.000007527618,"teacher_disagreement_score":0.8098522,"about_ca_system_score_codex":0.000055925477,"about_ca_system_score_gemma":0.000014569057,"threshold_uncertainty_score":0.33919778},"labels":[],"label_agreement":null},{"id":"W2122872601","doi":"10.1016/j.ijnonlinmec.2015.06.001","title":"Free energy of the edge of an open lipid bilayer based on the interactions of its constituent molecules","year":2015,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","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":"McGill University","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health","keywords":"Bilayer; Lipid bilayer; Chemical physics; Tension (geology); Biophysics; Enhanced Data Rates for GSM Evolution; Lipid bilayer mechanics; Chemistry; Vesicle; Molecular dynamics; Materials science; Lipid bilayer phase behavior; Nanotechnology; Membrane; Computational chemistry; Composite material","score_opus":0.03149760728639318,"score_gpt":0.3099324983255117,"score_spread":0.2784348910391185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122872601","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":[0.97945845,0.00006143468,0.01407183,0.0015237543,0.0033376992,0.0002005655,0.00027249925,0.0000016992401,0.0010720773],"genre_scores_gemma":[0.9981582,0.000023472578,0.00097221555,0.00040514275,0.00035001876,0.000002295301,0.000013164741,0.000009949167,0.000065500484],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989825,0.00007926533,0.00040108044,0.00009318409,0.00037848167,0.000065478],"domain_scores_gemma":[0.9980011,0.000032102504,0.0005615071,0.00030420185,0.0010553278,0.000045755787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030023244,0.00009131443,0.00015507967,0.00006188272,0.000018620829,0.0000117187965,0.0012211369,0.00005944267,0.000032858163],"category_scores_gemma":[0.00027858763,0.000052551746,0.00013157808,0.00006234708,0.000042966687,0.00001374918,0.00024039375,0.00011045747,3.2702582e-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":[0.0003495658,0.00023423546,0.000035379995,0.0000049749206,0.000106069296,0.000002531929,0.000037641646,0.0020287535,0.9935111,0.0023335675,0.000678415,0.00067778345],"study_design_scores_gemma":[0.0008445513,0.0004617785,0.000046014236,0.00008217316,0.00004418792,0.000041188418,0.00008016214,0.0039880476,0.9873303,0.00016311852,0.0068638325,0.00005461292],"about_ca_topic_score_codex":0.00002795493,"about_ca_topic_score_gemma":0.000036893092,"teacher_disagreement_score":0.0186998,"about_ca_system_score_codex":0.000016902883,"about_ca_system_score_gemma":0.0003366575,"threshold_uncertainty_score":0.22691964},"labels":[],"label_agreement":null},{"id":"W2345142640","doi":"10.1016/j.ijnonlinmec.2016.04.011","title":"Axisymmetric deformations of circular rings made of linear and Neo-Hookean materials under internal and external pressure: A benchmark for finite element codes","year":2016,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Qatar National Research Fund; Fonds National de la Recherche Luxembourg; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Finite element method; Rotational symmetry; Compressibility; Ogden; Displacement (psychology); Structural engineering; Internal pressure; Linear elasticity; Hyperelastic material; Mechanics; Mathematics; Physics; Materials science; Engineering; Composite material","score_opus":0.013995020078987428,"score_gpt":0.24771071168105824,"score_spread":0.2337156916020708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345142640","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":[0.38393578,0.00018127529,0.6150168,0.000053451433,0.0005758507,0.00008151418,0.00014171867,0.00000590944,0.000007689614],"genre_scores_gemma":[0.9768035,0.0006347634,0.022227325,0.000029618675,0.0002624286,0.0000040019977,0.0000045805514,0.000020929936,0.000012884413],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986713,0.000019883986,0.0007658749,0.00009216315,0.00031398924,0.00013679858],"domain_scores_gemma":[0.9988654,0.00018104917,0.00037413518,0.00007385806,0.00044147563,0.00006405299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044624982,0.00013552775,0.00029128735,0.00029797823,0.000025847014,0.000029172368,0.00022257441,0.00007419294,0.00004036958],"category_scores_gemma":[0.00015172722,0.000105871106,0.00007337728,0.000051105377,0.000024848105,0.00026688035,0.00008205124,0.00007843467,7.260073e-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":[0.00025758916,0.00005743963,0.00008039517,0.00028451649,0.000503007,0.0000048146117,0.00027566988,0.03507473,0.9575757,0.0034085752,0.000024284764,0.0024533067],"study_design_scores_gemma":[0.0025937597,0.0003944598,0.00031652045,0.0012624281,0.00018781426,0.00015560913,0.00008820498,0.29694462,0.6896428,0.0076454245,0.00054860016,0.00021975479],"about_ca_topic_score_codex":0.000014866131,"about_ca_topic_score_gemma":0.0000021320911,"teacher_disagreement_score":0.5928677,"about_ca_system_score_codex":0.000038179263,"about_ca_system_score_gemma":0.00002906011,"threshold_uncertainty_score":0.43172985},"labels":[],"label_agreement":null},{"id":"W2398777276","doi":"10.1016/j.ijnonlinmec.2016.05.003","title":"Damping for large-amplitude vibrations of plates and curved panels, Part 1: Modeling and experiments","year":2016,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Vibration; Boundary value problem; Laser Doppler vibrometer; Nonlinear system; Isotropy; Amplitude; Physics; Mechanics; Mathematical analysis; Acoustics; Mathematics; Optics; Laser","score_opus":0.02265102266880592,"score_gpt":0.27962069689994756,"score_spread":0.25696967423114164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398777276","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":[0.103768766,0.00025586973,0.89539796,0.00010479761,0.00037831743,0.000046633173,0.000029095854,0.0000065396744,0.00001203717],"genre_scores_gemma":[0.9797476,0.00047442908,0.019518113,0.000022160792,0.00020885497,0.0000016609722,0.000008306291,0.00001208547,0.0000068101604],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936676,0.0000071916274,0.0003379551,0.00006716695,0.00014870969,0.000072186915],"domain_scores_gemma":[0.9994445,0.000055243872,0.000116732335,0.000047915593,0.0003018288,0.000033806504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014793547,0.00007412559,0.00014350771,0.000113968876,0.000026428483,0.000027042797,0.00009224174,0.00003326996,0.000015828713],"category_scores_gemma":[0.00003924068,0.00005635333,0.00005278015,0.000028431396,0.000004541996,0.000207641,0.000027324815,0.000041333646,1.6710506e-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":[0.00020109405,0.00010227828,0.0004038733,0.000072427196,0.0015794087,0.0000071828476,0.0024175262,0.5403886,0.42770594,0.00964723,0.00017988803,0.01729457],"study_design_scores_gemma":[0.0006630993,0.000036828158,0.000017755292,0.000101053534,0.00003480895,0.000012511542,0.00006870251,0.9833578,0.01410976,0.0011338157,0.00039740265,0.00006646161],"about_ca_topic_score_codex":0.0000015631135,"about_ca_topic_score_gemma":0.000004023835,"teacher_disagreement_score":0.8759788,"about_ca_system_score_codex":0.000024523726,"about_ca_system_score_gemma":0.000011773265,"threshold_uncertainty_score":0.22980219},"labels":[],"label_agreement":null},{"id":"W2511492722","doi":"10.1016/j.ijnonlinmec.2016.09.001","title":"Free vibration analysis of curved nanotube structures","year":2016,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","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":"Concordia University","funders":"","keywords":"Galerkin method; Vibration; Nanotube; Fourier series; Ordinary differential equation; Materials science; Shell (structure); Equations of motion; Fourier transform; Elasticity (physics); Carbon nanotube; Classical mechanics; Partial differential equation; Mechanics; Differential equation; Physics; Finite element method; Mathematical analysis; Composite material; Mathematics; Acoustics","score_opus":0.012970572102492308,"score_gpt":0.27129128803675506,"score_spread":0.25832071593426276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511492722","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":[0.7503245,0.00004763662,0.24645534,0.0005121332,0.0022015183,0.000045224282,0.00037705246,0.000008493884,0.000028126835],"genre_scores_gemma":[0.9885794,0.000048691476,0.0107473135,0.00016854842,0.00039596396,6.4176095e-7,0.0000069636308,0.000010642583,0.000041831147],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998092,0.000065051114,0.0007351852,0.00016018595,0.00078927184,0.00015829621],"domain_scores_gemma":[0.9977927,0.00019539685,0.0007778225,0.0002094906,0.0009554285,0.00006914211],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041180296,0.00014184155,0.0003534409,0.00045944497,0.0000398883,0.000038121198,0.00095040485,0.00008850772,0.0009435791],"category_scores_gemma":[0.00047611128,0.000087027474,0.0002768344,0.00025787592,0.000054860837,0.00029836802,0.00013612254,0.000094062314,0.000008834591],"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":[0.00019199349,0.000049208404,0.00024630755,0.0000049746077,0.00049642875,0.000015062765,0.00010991154,0.0014015322,0.98985845,0.004985381,0.00029599143,0.0023447888],"study_design_scores_gemma":[0.0011550329,0.00021851601,0.003792638,0.000085127074,0.00041899076,0.000055377943,0.00004173129,0.0050845942,0.96572334,0.02247941,0.0007735569,0.00017167504],"about_ca_topic_score_codex":0.000020135265,"about_ca_topic_score_gemma":0.000033296335,"teacher_disagreement_score":0.23825493,"about_ca_system_score_codex":0.00005902607,"about_ca_system_score_gemma":0.00008415016,"threshold_uncertainty_score":0.9999697},"labels":[],"label_agreement":null},{"id":"W2523004926","doi":"10.1016/j.ijnonlinmec.2016.09.010","title":"Neutral nano-inhomogeneities in hyperelastic materials with a hyperelastic interface model","year":2016,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":3,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Hyperelastic material; Materials science; RADIUS; Strain energy density function; Ogden; Hydrostatic equilibrium; Isotropy; Composite material; Plane (geometry); Mechanics; Finite element method; Physics; Geometry; Thermodynamics; Mathematics; Optics; Computer science","score_opus":0.013209842900124662,"score_gpt":0.23315884327174524,"score_spread":0.21994900037162057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523004926","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":[0.5510519,0.000034594428,0.4473836,0.000066437045,0.0013413208,0.000042261458,0.000027709666,0.00002211589,0.000030063917],"genre_scores_gemma":[0.99030197,0.00017519489,0.00901752,0.00004431842,0.00035670729,0.0000047061067,0.0000016694433,0.000050324747,0.00004761445],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99873227,0.000022524098,0.00059454155,0.00012808247,0.00027991988,0.0002426876],"domain_scores_gemma":[0.9993162,0.000097602824,0.00014505589,0.00009786356,0.00026992275,0.00007336208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021417816,0.00020359618,0.00030378968,0.000261762,0.000019733478,0.000051853138,0.00039425577,0.0001019736,0.000056486795],"category_scores_gemma":[0.000070686445,0.00014012678,0.000058872927,0.000064106425,0.00002121331,0.00036730553,0.000059387112,0.00015453887,0.000030383206],"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":[0.00028072685,0.000036260226,0.000008450606,0.000021764761,0.00009149958,0.00005525693,0.00013219753,0.45122847,0.5468244,0.0009479604,0.000024784174,0.00034821982],"study_design_scores_gemma":[0.0022201017,0.00029664626,0.000020802898,0.0012772075,0.000053454034,0.00049358193,0.00007109575,0.61544496,0.37708953,0.0026097202,0.00010072552,0.00032215912],"about_ca_topic_score_codex":0.000005917829,"about_ca_topic_score_gemma":0.000023716317,"teacher_disagreement_score":0.43925005,"about_ca_system_score_codex":0.00017128266,"about_ca_system_score_gemma":0.00008184022,"threshold_uncertainty_score":0.5714204},"labels":[],"label_agreement":null},{"id":"W2739246284","doi":"10.1016/j.ijnonlinmec.2017.07.006","title":"Postbuckling behaviors of open section composite struts with edge delamination using a layerwise theory","year":2017,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Composite Structure Analysis and Optimization","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":"University of Alberta","funders":"","keywords":"Buckling; Delamination (geology); Structural engineering; Rayleigh–Ritz method; Nonlinear system; Finite element method; Plate theory; Materials science; Section (typography); Composite laminates; Composite number; Critical load; Computer science; Engineering; Composite material; Physics; Geology","score_opus":0.014593745181179712,"score_gpt":0.29921533828549673,"score_spread":0.284621593104317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739246284","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":[0.5639702,0.00003002036,0.4349909,0.000021238206,0.00075371924,0.000066507244,0.000009616526,0.0000066568305,0.00015110544],"genre_scores_gemma":[0.9746177,0.000049435293,0.024971366,0.000013947397,0.00029754787,6.662517e-7,0.000013758627,0.000024447023,0.00001113257],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99899274,0.00002672354,0.00042235028,0.00009332972,0.00037515117,0.00008968693],"domain_scores_gemma":[0.9982871,0.000030390927,0.000605671,0.00017917539,0.0008570876,0.000040614505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035747403,0.00012268034,0.00022645702,0.00024017668,0.00010644668,0.00020156504,0.0007081102,0.00006469675,0.00002642119],"category_scores_gemma":[0.000031137588,0.000107295426,0.00009255348,0.00007241037,0.000015357027,0.0007037493,0.00010823322,0.00018164952,5.1484574e-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":[0.0002897744,0.000066240726,0.0014730719,0.00001705242,0.00050194544,0.000041675354,0.0003195579,0.81301093,0.17577606,0.0007059847,0.000016164104,0.0077815093],"study_design_scores_gemma":[0.0010143633,0.00012963807,0.0023623498,0.00024868266,0.00022692556,0.00019085128,0.00007210668,0.9479178,0.04699408,0.00062599743,0.00006092952,0.00015626026],"about_ca_topic_score_codex":0.000044063087,"about_ca_topic_score_gemma":0.000034393015,"teacher_disagreement_score":0.41064745,"about_ca_system_score_codex":0.00013278815,"about_ca_system_score_gemma":0.000045385055,"threshold_uncertainty_score":0.43753806},"labels":[],"label_agreement":null},{"id":"W2801331886","doi":"10.1016/j.ijnonlinmec.2020.103429","title":"Bifurcation of finitely deformed thick-walled electroelastic spherical shells subject to a radial electric field","year":2020,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Vibration Control and Rheological Fluids","field":"Engineering","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":"Memorial University of Newfoundland","funders":"University of Glasgow","keywords":"Rotational symmetry; Bifurcation; Spherical shell; Shell (structure); Mechanics; Classical mechanics; Spherical cap; Field (mathematics); Mathematics; Geometry; Mathematical analysis; Physics; Materials science; Composite material; Nonlinear system","score_opus":0.013385929907778238,"score_gpt":0.242471194682194,"score_spread":0.22908526477441576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801331886","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":[0.08976915,0.0002114148,0.9059634,0.0027120963,0.00091020955,0.00012805949,0.00000505523,0.000037039594,0.00026355308],"genre_scores_gemma":[0.9911984,0.00021388,0.006365101,0.0013778181,0.00080894935,0.000003161634,0.000004080522,0.000018284565,0.000010305954],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985969,0.000033845026,0.0006222344,0.000106745094,0.0004674211,0.00017283675],"domain_scores_gemma":[0.9989813,0.00025173268,0.00013824925,0.00006452602,0.0004193202,0.00014486375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019491473,0.0001366171,0.00029470673,0.00014737734,0.000020006719,0.000019810048,0.00040157573,0.00011669067,0.00023141166],"category_scores_gemma":[0.0008054451,0.00011150896,0.00016579084,0.00032040692,0.000004226801,0.0001367907,0.00003233932,0.000340258,0.000040182593],"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":[0.0013572881,0.00012082232,0.00006998824,0.00003270466,0.00047891776,0.00006354764,0.00042319502,0.11494557,0.8631011,0.0016116796,0.0028056542,0.014989489],"study_design_scores_gemma":[0.0013554085,0.0015759751,0.00013700884,0.000040723924,0.000046490615,0.000057970607,0.000017607677,0.8601279,0.1340948,0.000601488,0.0017798841,0.00016472922],"about_ca_topic_score_codex":0.0000031876677,"about_ca_topic_score_gemma":0.0000024389544,"teacher_disagreement_score":0.9014293,"about_ca_system_score_codex":0.000065637745,"about_ca_system_score_gemma":0.00010593058,"threshold_uncertainty_score":0.45472035},"labels":[],"label_agreement":null},{"id":"W2912086479","doi":"10.1016/j.ijnonlinmec.2019.01.017","title":"Extraction of nonlinear elastic parameters of paper from the amplitude-dependent frequency response of cantilever beams","year":2019,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Nonlinear system; Cantilever; Vibration; Harmonic balance; Hysteresis; Flexibility (engineering); Frequency response; Computer science; Materials science; Acoustics; Control theory (sociology); Structural engineering; Engineering; Physics; Mathematics","score_opus":0.014555454188710364,"score_gpt":0.26173001026393816,"score_spread":0.24717455607522779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912086479","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":[0.94176555,0.00007559723,0.0556306,0.0000351098,0.0022629197,0.00005928114,0.000121682,0.000008581824,0.000040708383],"genre_scores_gemma":[0.97720516,0.00012768767,0.02242304,0.000027356098,0.00015747196,7.100279e-7,0.000008156493,0.00002537455,0.000025036597],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984618,0.00006305026,0.0007833551,0.0000871061,0.0005012776,0.00010340163],"domain_scores_gemma":[0.9982034,0.0005876008,0.0005414473,0.00017497574,0.0004589723,0.00003361534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004624716,0.0001210185,0.00029634626,0.00009721869,0.0000097938455,0.000010117954,0.00035307466,0.0000759986,0.00014988641],"category_scores_gemma":[0.00034019275,0.00009342665,0.00012947385,0.000059955008,0.000020131976,0.0001722209,0.000031932363,0.0001732854,0.0000069446355],"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":[0.00041137723,0.000042184533,0.00011693074,0.000017235368,0.00020487483,0.000009318895,0.00012862237,0.24637617,0.752287,0.00007387309,0.000016935162,0.0003154918],"study_design_scores_gemma":[0.0018105404,0.00042516948,0.005148269,0.0007566112,0.00013912843,0.00012271247,0.00031488301,0.07980538,0.90852416,0.0020423848,0.0006408205,0.00026993832],"about_ca_topic_score_codex":0.00011927508,"about_ca_topic_score_gemma":0.00000843565,"teacher_disagreement_score":0.1665708,"about_ca_system_score_codex":0.000062027124,"about_ca_system_score_gemma":0.000054767803,"threshold_uncertainty_score":0.38098282},"labels":[],"label_agreement":null},{"id":"W3014410228","doi":"10.1016/j.ijnonlinmec.2020.103478","title":"Nonlinear dynamics and gust response of a two-dimensional wing","year":2020,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wing; Nonlinear system; Dynamics (music); Physics; Control theory (sociology); Aerospace engineering; Statistical physics; Mechanics; Computer science; Engineering; Acoustics; Artificial intelligence","score_opus":0.01537139887988303,"score_gpt":0.25955565548504644,"score_spread":0.2441842566051634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014410228","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":[0.83315986,0.00029451883,0.16208607,0.0022887343,0.0019038649,0.000094752555,0.00006835572,0.0000346994,0.00006913135],"genre_scores_gemma":[0.928027,0.00006568668,0.07105397,0.00036335614,0.00042533403,5.9786083e-7,0.000008675743,0.000033199372,0.000022209812],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986625,0.0000400862,0.00055925664,0.00010572029,0.0005098404,0.00012265347],"domain_scores_gemma":[0.9990833,0.00011870821,0.0001954983,0.000078591926,0.000394329,0.00012958808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047894116,0.00014187499,0.0002562063,0.0001636751,0.000021731572,0.000021851438,0.0003104313,0.00008727681,0.00008542959],"category_scores_gemma":[0.00014827166,0.00012879104,0.00011060761,0.0001255236,0.000017078062,0.000131496,0.000090798174,0.00027710255,0.000010304627],"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":[0.0023722649,0.00011140321,0.00005342044,0.000082616934,0.00054768665,0.000330643,0.0006703478,0.037785564,0.94164324,0.0022694527,0.0011150553,0.013018318],"study_design_scores_gemma":[0.0011778992,0.000279201,0.00001812226,0.0000916503,0.00003241947,0.00016438396,0.000058061025,0.8833745,0.11366048,0.0005646501,0.00045813795,0.00012046538],"about_ca_topic_score_codex":0.0000027219876,"about_ca_topic_score_gemma":0.000001204175,"teacher_disagreement_score":0.845589,"about_ca_system_score_codex":0.000055874032,"about_ca_system_score_gemma":0.000061825405,"threshold_uncertainty_score":0.5251946},"labels":[],"label_agreement":null},{"id":"W3019241183","doi":"10.1016/j.ijnonlinmec.2020.103491","title":"Dynamics of a non-linearly damped microresonator under parametric excitation and its application in developing sensitive inertial sensors with ultra-wide dynamic ranges","year":2020,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","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":"University of Waterloo","funders":"","keywords":"Resonator; Physics; Control theory (sociology); Parametric statistics; Nonlinear system; Acceleration; Multiple-scale analysis; Equations of motion; Mathematical analysis; Classical mechanics; Mathematics; Optics; Computer science","score_opus":0.011716511222930007,"score_gpt":0.26968334155107415,"score_spread":0.25796683032814416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019241183","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":[0.58750916,0.000020476466,0.41039884,0.0018063171,0.00007171951,0.00014150944,0.000033271263,0.0000037537532,0.0000149521975],"genre_scores_gemma":[0.9893028,0.000045779132,0.010156409,0.00028993897,0.0001301404,0.000004895434,0.00003966012,0.000023988374,0.000006354557],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984026,0.000050942795,0.0006337394,0.00022751898,0.0005101155,0.00017506805],"domain_scores_gemma":[0.99821293,0.00033664436,0.0005023275,0.00006620218,0.0007504324,0.00013144981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025744762,0.00018627864,0.00035245554,0.00022820252,0.000027159696,0.000029208308,0.00023224176,0.00008211324,0.000010554097],"category_scores_gemma":[0.00015423953,0.00015664093,0.00009015957,0.0004061282,0.00002348844,0.00018198487,0.00005015345,0.0003348851,0.000004772755],"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":[0.010316653,0.001810015,0.0148053095,0.00045920556,0.0032549845,0.0003579973,0.0048428397,0.061967243,0.510972,0.31890053,0.000059674025,0.07225351],"study_design_scores_gemma":[0.0022701921,0.00028792667,0.002370214,0.00017463337,0.00005577902,0.000016089693,0.00066875404,0.96052384,0.030091766,0.0032551077,0.000047580623,0.00023812985],"about_ca_topic_score_codex":0.000034582117,"about_ca_topic_score_gemma":0.000019019337,"teacher_disagreement_score":0.8985566,"about_ca_system_score_codex":0.000113916,"about_ca_system_score_gemma":0.00015955961,"threshold_uncertainty_score":0.6387632},"labels":[],"label_agreement":null},{"id":"W3025567364","doi":"10.1016/j.ijnonlinmec.2020.103501","title":"Force transmissibility and frequency response of a flexible shaft–disk rotor supported by a nonlinear suspension system","year":2020,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; University of Toronto; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Pratt and Whitney Canada","keywords":"Transmissibility (structural dynamics); Harmonic balance; Nonlinear system; Stiffness; Control theory (sociology); Rotor (electric); Mechanics; Bearing (navigation); Equations of motion; Critical speed; Discretization; Work (physics); Harmonic; Physics; Structural engineering; Classical mechanics; Engineering; Vibration; Mathematics; Mathematical analysis; Vibration isolation; Acoustics; Computer science","score_opus":0.012496574590164846,"score_gpt":0.24940469218646044,"score_spread":0.2369081175962956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025567364","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":[0.75053376,0.00021632234,0.24786256,0.0005239352,0.0004457045,0.00017154998,0.00012016384,0.000040672632,0.00008534774],"genre_scores_gemma":[0.9814218,0.00006423417,0.018205833,0.00008917459,0.00012872154,0.0000021963401,0.000013672621,0.000027086662,0.00004726682],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99856836,0.000045438923,0.0006962543,0.00013032489,0.00043579563,0.00012383296],"domain_scores_gemma":[0.9989393,0.00010273245,0.00023469767,0.00009830914,0.00047619824,0.00014876136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051316305,0.00013798279,0.00026834643,0.000102471604,0.000019155697,0.000026852082,0.00026368548,0.00009081705,0.000100264195],"category_scores_gemma":[0.00015187231,0.000130579,0.00010734068,0.000102220954,0.00001611977,0.00015149609,0.00002922815,0.00023193001,0.000003510437],"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":[0.0029151062,0.0001917953,0.00042522672,0.00065879273,0.00056435756,0.0002228992,0.0037836153,0.01452224,0.96864194,0.001571699,0.00092893565,0.0055733947],"study_design_scores_gemma":[0.0012066889,0.00042139212,0.00027135562,0.00018060906,0.000045253266,0.000107312815,0.00034766056,0.9808782,0.015723545,0.00010776346,0.00057047803,0.00013978359],"about_ca_topic_score_codex":0.000014517878,"about_ca_topic_score_gemma":0.0000019900433,"teacher_disagreement_score":0.9663559,"about_ca_system_score_codex":0.00006932645,"about_ca_system_score_gemma":0.000072285504,"threshold_uncertainty_score":0.5324858},"labels":[],"label_agreement":null},{"id":"W3027996565","doi":"10.1016/j.ijnonlinmec.2020.103515","title":"Characterization of PVA hydrogels’ hyperelastic properties by uniaxial tension and cavity expansion tests","year":2020,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Elasticity and Material Modeling","field":"Engineering","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":"Hyperelastic material; Materials science; Ogden; Composite material; Tension (geology); Uniaxial tension; Tensile testing; Elasticity (physics); Cavitation; Stress (linguistics); Rheology; Compression (physics); von Mises yield criterion; Ultimate tensile strength; Mechanics; Finite element method; Structural engineering","score_opus":0.019340580098259456,"score_gpt":0.21513869983670544,"score_spread":0.195798119738446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027996565","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":[0.7834042,0.000049696962,0.21548796,0.00025053203,0.0007146606,0.000048478018,0.000022719965,0.000017567285,0.000004230031],"genre_scores_gemma":[0.9980806,0.00023719354,0.0012186025,0.00010219246,0.0003230364,7.1573214e-7,0.000013858427,0.000020295825,0.0000034964137],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991778,0.000016320262,0.00035260193,0.00007938349,0.00029008303,0.00008380019],"domain_scores_gemma":[0.99940443,0.000022143598,0.00014932467,0.00003984782,0.00031535982,0.00006887031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009937021,0.00010501073,0.0002000751,0.000065793945,0.00002120951,0.000023234643,0.00014287869,0.000071306065,0.000008162357],"category_scores_gemma":[0.000112427115,0.00009181294,0.000039013757,0.00005189929,0.000011913434,0.00023776568,0.000051087736,0.0001472225,0.0000032329233],"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":[0.000120748635,0.000019250083,0.000011129794,0.000048532205,0.000041309977,0.000009656451,0.00025769987,0.016926067,0.98158365,0.00003450986,0.000028903709,0.00091854663],"study_design_scores_gemma":[0.00047756845,0.00014392716,0.000027535621,0.00018906292,0.000025424335,0.00004765209,0.000026487372,0.6747201,0.32389075,0.00004022566,0.00032725654,0.00008403197],"about_ca_topic_score_codex":0.000004225335,"about_ca_topic_score_gemma":8.541356e-7,"teacher_disagreement_score":0.657794,"about_ca_system_score_codex":0.000035753525,"about_ca_system_score_gemma":0.000033696757,"threshold_uncertainty_score":0.37440228},"labels":[],"label_agreement":null},{"id":"W3084727786","doi":"10.1016/j.ijnonlinmec.2020.103607","title":"A Tribute to Professor JN Reddy on the Occasion of his <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\" id=\"d1e24\" altimg=\"si1.svg\"><mml:mrow><mml:mn>7</mml:mn><mml:msup><mml:mrow><mml:mn>5</mml:mn></mml:mrow><mml:mrow><mml:mi mathvariant=\"normal\">th</mml:mi></mml:mrow></mml:msup></mml:mrow></mml:math> Birthday","year":2020,"lang":"lv","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"History and advancements in chemistry","field":"Chemistry","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":"McGill University","funders":"","keywords":"Tribute; Scalable Vector Graphics; Computer graphics (images); Computer science; Art; Art history; World Wide Web","score_opus":0.022674405570103272,"score_gpt":0.264097732758866,"score_spread":0.24142332718876272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084727786","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":[0.53430873,0.0015655354,0.005982048,0.0069353194,0.00823596,0.0000887947,0.002487624,0.00022381962,0.44017217],"genre_scores_gemma":[0.9806978,0.001703837,0.004944565,0.0031265004,0.005096825,0.00050928147,0.0017214307,0.000765129,0.00143462],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9886227,0.00040162422,0.003040781,0.0016811353,0.004209915,0.0020438284],"domain_scores_gemma":[0.9902177,0.0017221775,0.0040835096,0.0020918376,0.0005762464,0.0013085327],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0024254604,0.0010377988,0.0004913622,0.00046276447,0.0012489249,0.0009353962,0.003935152,0.0022808742,0.4784661],"category_scores_gemma":[0.0034379938,0.0017576411,0.0021801111,0.0010191314,0.00086069625,0.0015100511,0.0024020663,0.0030183368,0.0016092317],"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":[0.006109799,0.000979545,0.0000064192345,0.0019406804,0.0038336294,0.0048161703,0.0033732755,0.0038025312,0.050652105,0.40724662,0.5146761,0.0025631294],"study_design_scores_gemma":[0.0027196817,0.0017257904,0.000008471987,0.0023530237,0.0012070892,0.0023503974,0.0022561098,0.10723274,0.84672546,0.00006837757,0.032039095,0.0013137534],"about_ca_topic_score_codex":0.00030923923,"about_ca_topic_score_gemma":0.00023853124,"teacher_disagreement_score":0.7960734,"about_ca_system_score_codex":0.000059105292,"about_ca_system_score_gemma":0.0023859213,"threshold_uncertainty_score":0.99928176},"labels":[],"label_agreement":null},{"id":"W4281570947","doi":"10.1016/j.ijnonlinmec.2022.104092","title":"Nonlinear free and forced vibrations of a fiber-reinforced dielectric elastomer-based microbeam","year":2022,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Dielectric materials and actuators","field":"Engineering","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 Waterloo","funders":"","keywords":"Microbeam; Materials science; Composite material; Dielectric; Vibration; Elastomer; Nonlinear system; Fiber; Dielectric elastomers; Acoustics; Optics; Physics; Optoelectronics","score_opus":0.006431685765441168,"score_gpt":0.22063553910961148,"score_spread":0.2142038533441703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281570947","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":[0.8252285,0.00030811303,0.17041449,0.00035817025,0.0025014244,0.00022506322,0.00024131479,0.00005195284,0.0006709297],"genre_scores_gemma":[0.9905009,0.00008865351,0.008855913,0.00013299874,0.00024330906,0.0000066914054,0.000019874966,0.000031782598,0.00011987851],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987533,0.000021081485,0.00054681447,0.00008407726,0.00044697354,0.00014773943],"domain_scores_gemma":[0.9992295,0.00008216577,0.00026689854,0.00012040241,0.00024381821,0.000057233236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026607772,0.00012905328,0.00023221636,0.000371914,0.000054027838,0.000030083405,0.00044092452,0.000043673084,0.0004224373],"category_scores_gemma":[0.00009076628,0.00012910012,0.00011336245,0.00021875533,0.000009459964,0.00012760152,0.000089789966,0.00022488213,0.00000358689],"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":[0.0003358218,0.00014970097,0.00000890259,0.00007136088,0.00050150446,0.000059969774,0.00024643092,0.31559026,0.6692478,0.0010289145,0.0025606432,0.010198678],"study_design_scores_gemma":[0.001420529,0.00044867047,0.0000099843855,0.00003561123,0.000041228952,0.0001036614,0.00003399963,0.7521296,0.23616391,0.0002307342,0.009223994,0.00015808285],"about_ca_topic_score_codex":0.000007958433,"about_ca_topic_score_gemma":0.0000012978564,"teacher_disagreement_score":0.43653932,"about_ca_system_score_codex":0.00008881277,"about_ca_system_score_gemma":0.00010507984,"threshold_uncertainty_score":0.52645504},"labels":[],"label_agreement":null},{"id":"W4293070673","doi":"10.1016/j.ijnonlinmec.2022.104188","title":"Impact of mathematical requirements on the invariant-based anisotropic constitutive models for non-linear biomaterials","year":2022,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":3,"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 Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Liaoning Revitalization Talents Program","keywords":"Invariant (physics); Anisotropy; Constitutive equation; Materials science; Mathematics; Engineering; Physics; Structural engineering; Finite element method; Mathematical physics; Optics","score_opus":0.05269107774092038,"score_gpt":0.3105355993721798,"score_spread":0.25784452163125937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293070673","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":[0.36184412,0.0000065220374,0.636147,0.00010010448,0.0013416192,0.00020533447,0.00027074388,0.000012955599,0.00007158552],"genre_scores_gemma":[0.9888791,0.0000119711385,0.010662925,0.000102182195,0.00027197532,0.000020151654,0.00001749766,0.000029538021,0.0000046902114],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984703,0.000045254008,0.0006752917,0.000101529215,0.000535201,0.00017239474],"domain_scores_gemma":[0.99890435,0.0002259042,0.00031193907,0.00013161574,0.00037513018,0.000051070652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006067296,0.00016061909,0.0003030778,0.00017487525,0.000085371335,0.00003282872,0.000516715,0.000053932334,0.00020199381],"category_scores_gemma":[0.00013908706,0.000119957454,0.0002247766,0.000075293625,0.000024101246,0.00014313389,0.00008342006,0.00013052802,0.0000056205818],"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":[0.0004479343,0.00014984305,0.0000017499224,0.00003352301,0.00035614267,0.00001670955,0.00013210198,0.8052285,0.1784697,0.014944652,0.00016003847,0.00005911676],"study_design_scores_gemma":[0.0011629036,0.0005982498,0.0000027012513,0.00014153995,0.000048499052,0.000036063982,0.00005426207,0.9317415,0.05490266,0.011157982,0.000046097313,0.000107554675],"about_ca_topic_score_codex":0.000008263749,"about_ca_topic_score_gemma":5.391217e-7,"teacher_disagreement_score":0.62703496,"about_ca_system_score_codex":0.00023228601,"about_ca_system_score_gemma":0.00017430946,"threshold_uncertainty_score":0.4891723},"labels":[],"label_agreement":null},{"id":"W4384343574","doi":"10.1016/j.ijnonlinmec.2023.104484","title":"Investigation of nonlinear control of galloping with a linear beam with elastic boundary conditions","year":2023,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":10,"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":"Association Instituts Carnot","keywords":"Nonlinear system; Physics; Beam (structure); Instability; Mechanics; Boundary value problem; Control theory (sociology); Classical mechanics; Optics; Computer science","score_opus":0.010737103605974449,"score_gpt":0.2424068291326672,"score_spread":0.23166972552669274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384343574","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":[0.31984398,0.00002466942,0.67943996,0.00019339388,0.00026195272,0.00007508886,0.00008517113,0.00003376219,0.000042033607],"genre_scores_gemma":[0.987841,0.00006617237,0.011688311,0.000074960626,0.00018953727,0.0000029195892,0.000078236444,0.00002927231,0.000029607787],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985667,0.000020390971,0.00060442195,0.00008823875,0.0006049083,0.00011533855],"domain_scores_gemma":[0.9983852,0.000108695116,0.00040044592,0.00010491646,0.00093191623,0.000068844296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025613356,0.00012942977,0.00029925187,0.00047644772,0.000030860047,0.000017841521,0.00022758619,0.00006209427,0.000039611004],"category_scores_gemma":[0.000067104804,0.00010576128,0.000106464475,0.000424678,0.0000501009,0.00023396674,0.000017189484,0.00019776593,0.000008996349],"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":[0.00017090005,0.000039330564,0.0012109618,0.00006236954,0.0010253261,0.00004847735,0.0003017092,0.9721626,0.024230957,0.00047675072,0.00012138092,0.00014923021],"study_design_scores_gemma":[0.0016698889,0.0002739217,0.00049380935,0.0003107662,0.0001439107,0.00007529093,0.00016486547,0.987744,0.008617426,0.00026480388,0.00013019686,0.000111152265],"about_ca_topic_score_codex":0.000006537407,"about_ca_topic_score_gemma":0.000018946079,"teacher_disagreement_score":0.667997,"about_ca_system_score_codex":0.000057372432,"about_ca_system_score_gemma":0.00020088833,"threshold_uncertainty_score":0.431282},"labels":[],"label_agreement":null},{"id":"W4387731358","doi":"10.1016/j.ijnonlinmec.2023.104560","title":"Development and analysis of magnet-engaged piezoelectric energy generator under friction-induced vibration","year":2023,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Brake Systems and Friction Analysis","field":"Engineering","cited_by":14,"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 Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; University of Manitoba","keywords":"Vibration; Slip (aerodynamics); Piezoelectricity; Mechanical energy; Mechanics; Materials science; Control theory (sociology); Voltage; Electricity generation; Nonlinear system; Energy harvesting; Electric potential energy; Acoustics; Physics; Power (physics); Engineering; Computer science; Electrical engineering","score_opus":0.02357344928817614,"score_gpt":0.24489546935012044,"score_spread":0.2213220200619443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387731358","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":[0.38859072,0.000105324274,0.61013126,0.00007528381,0.0009460965,0.000026207774,0.000007646745,0.00003873936,0.000078713405],"genre_scores_gemma":[0.9959887,0.0002729828,0.0033373542,0.000056360648,0.00022464647,0.0000029818768,0.000032342497,0.000018597944,0.000066010296],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99860513,0.00005960329,0.00064781896,0.00010272023,0.00047405937,0.000110670575],"domain_scores_gemma":[0.9991133,0.000073378906,0.00024776525,0.00008240856,0.00041914952,0.00006395355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006114466,0.000116472,0.0002803621,0.0014453346,0.000072728355,0.00003595008,0.0001539954,0.00008461967,0.0000622298],"category_scores_gemma":[0.000044452758,0.000110602305,0.00015420408,0.0013628613,0.0000036724466,0.00015348478,0.000023410314,0.00020589758,0.0000056247486],"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":[0.000057088084,0.000116128635,0.00028343042,0.000033611836,0.013199565,0.000050675342,0.0016092139,0.5184229,0.38995984,0.0053013656,0.0014041048,0.06956208],"study_design_scores_gemma":[0.00030537698,0.00003336077,0.0010635939,0.000013978043,0.00027608723,0.0000147373685,0.0002996013,0.97861785,0.017184332,0.000059650716,0.0020219479,0.00010949913],"about_ca_topic_score_codex":0.000016329775,"about_ca_topic_score_gemma":0.000041169547,"teacher_disagreement_score":0.607398,"about_ca_system_score_codex":0.00011281259,"about_ca_system_score_gemma":0.000056144436,"threshold_uncertainty_score":0.4510231},"labels":[],"label_agreement":null},{"id":"W4389886080","doi":"10.1016/j.ijnonlinmec.2023.104619","title":"A unified buckling formulation for linear and nonlinear analysis of laminated plates using penalty based <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si4.svg\" display=\"inline\" id=\"d1e7821\"><mml:msup><mml:mrow><mml:mi>C</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msup></mml:math> FEM-HSDT model","year":2023,"lang":"lv","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Composite Structure Analysis and Optimization","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":"Toronto Metropolitan University","funders":"","keywords":"Scalable Vector Graphics; Nonlinear system; Mathematics; Applied mathematics; Algorithm; Computer science; Physics; World Wide Web","score_opus":0.019678877602136782,"score_gpt":0.2627443780029689,"score_spread":0.24306550040083214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389886080","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":[0.8589801,0.00029912795,0.13224354,0.00034614076,0.0013239895,0.000038220576,0.00056960474,0.00007643528,0.006122851],"genre_scores_gemma":[0.9695914,0.00058768893,0.02583196,0.00026210657,0.0011646654,0.000051964824,0.002175888,0.00027797386,0.00005637426],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99520046,0.0001112553,0.0016630474,0.00066029973,0.0015894177,0.00077551685],"domain_scores_gemma":[0.9959053,0.000793559,0.0017644851,0.0006472238,0.0005398397,0.00034959003],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012180787,0.0004624371,0.0003456118,0.00097137917,0.00048493565,0.00052834227,0.0009025794,0.0009094649,0.013991563],"category_scores_gemma":[0.0007470792,0.0007577581,0.0012687871,0.0011568996,0.00014146593,0.000866177,0.00051153434,0.0008096474,0.000052261046],"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":[0.0010571898,0.00012680348,0.000007738466,0.00048378462,0.0037006056,0.00034450696,0.0008856212,0.7568917,0.009075053,0.22431113,0.00223681,0.0008790247],"study_design_scores_gemma":[0.0010697824,0.00037961247,0.000019631303,0.00046953,0.0020105503,0.00021834276,0.00033560375,0.67835766,0.3164982,0.0000449947,0.00018279564,0.00041333583],"about_ca_topic_score_codex":0.00032187,"about_ca_topic_score_gemma":0.00041710993,"teacher_disagreement_score":0.3074231,"about_ca_system_score_codex":0.000027633292,"about_ca_system_score_gemma":0.0006194152,"threshold_uncertainty_score":0.99948734},"labels":[],"label_agreement":null},{"id":"W4405801561","doi":"10.1016/j.ijnonlinmec.2024.104988","title":"Simulation of 3D turbulent flows using a discretized generative model physics-informed neural networks","year":2024,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Model Reduction and Neural Networks","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; Polytechnique Montréal","funders":"","keywords":"Turbulence; Discretization; Generative grammar; Artificial neural network; Statistical physics; Physics; Generative model; Computer science; Artificial intelligence; Mechanics; Mathematics; Mathematical analysis","score_opus":0.03751587110625631,"score_gpt":0.3327247201641649,"score_spread":0.29520884905790856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405801561","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":[0.1010764,0.00007527807,0.89701885,0.00016430463,0.0014877764,0.0000941077,0.000020083002,0.000009444451,0.000053735628],"genre_scores_gemma":[0.98372346,0.000022903332,0.013451476,0.00007585858,0.0026159997,0.0000018440527,0.00002993923,0.000024125608,0.00005437887],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99864453,0.000031124375,0.00059430924,0.0001364631,0.0004459394,0.00014761844],"domain_scores_gemma":[0.99887663,0.00009349858,0.00035913984,0.0000900059,0.0005147261,0.0000659912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001572633,0.00016273181,0.00024205617,0.0001117576,0.00004210344,0.00007278991,0.00022535413,0.000052364994,0.0000902289],"category_scores_gemma":[0.00000992011,0.00013427947,0.0002666319,0.0001307523,0.000014738355,0.0004017479,0.00005380994,0.00033084862,0.0000018197006],"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":[0.000119161836,0.00005540977,0.000006036799,0.0000060117704,0.00023866404,0.0000076150664,0.00020848839,0.9850857,0.0017490189,0.0028359494,0.00008529605,0.009602645],"study_design_scores_gemma":[0.00051095453,0.000052553674,5.22243e-7,0.00012650162,0.00006288166,0.000012819497,0.000042627173,0.9946663,0.0014269943,0.0028741139,0.000107012725,0.000116719304],"about_ca_topic_score_codex":0.000007477374,"about_ca_topic_score_gemma":5.056292e-7,"teacher_disagreement_score":0.8835674,"about_ca_system_score_codex":0.00007865945,"about_ca_system_score_gemma":0.00015022974,"threshold_uncertainty_score":0.5475758},"labels":[],"label_agreement":null},{"id":"W4407023676","doi":"10.1016/j.ijnonlinmec.2025.105028","title":"Dynamic characteristics and parameter analysis of drill string system with sliding drilling controller","year":2025,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Drilling and Well 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":"University of Regina","funders":"","keywords":"Drill string; Drilling; Controller (irrigation); Drill; Control theory (sociology); String (physics); Geology; Computer science; Oil drilling; Petroleum engineering; Mechanical engineering; Engineering; Physics; Control (management); Artificial intelligence; Biology","score_opus":0.004660554172334647,"score_gpt":0.2229869749700191,"score_spread":0.21832642079768444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407023676","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":[0.307151,0.00017020365,0.6917956,0.0000153026,0.0007355062,0.000040508294,0.000016166783,0.000026988073,0.000048729842],"genre_scores_gemma":[0.99293196,0.00022218388,0.006715964,0.000014605499,0.000069767084,0.0000013101218,0.000005938106,0.000021713451,0.00001653695],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99884564,0.000012371585,0.00060137064,0.00010436982,0.0002974877,0.00013876616],"domain_scores_gemma":[0.99909776,0.00016886248,0.00022349351,0.00009273857,0.0003692857,0.00004783555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031819416,0.00015278233,0.00048072584,0.0007551094,0.000023656616,0.000046115754,0.00020828976,0.00007139077,0.0000025858476],"category_scores_gemma":[0.000059390066,0.00013311561,0.00013940719,0.00032623592,0.000007873212,0.00011206175,0.000030123878,0.00021597244,5.071892e-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":[0.00008147058,0.000017301158,0.00067030976,0.00012529704,0.004760521,0.000039619306,0.00014293597,0.98049647,0.007707094,0.0017077562,0.0000054185507,0.0042457962],"study_design_scores_gemma":[0.00060520845,0.00003605816,0.0005657372,0.0005934394,0.000574774,0.000029203604,0.000109669876,0.99575686,0.0014702139,0.000024991326,0.000121085526,0.00011277532],"about_ca_topic_score_codex":0.000004044196,"about_ca_topic_score_gemma":0.0000026211992,"teacher_disagreement_score":0.685781,"about_ca_system_score_codex":0.00013081342,"about_ca_system_score_gemma":0.000024159244,"threshold_uncertainty_score":0.5428297},"labels":[],"label_agreement":null},{"id":"W4407570926","doi":"10.1016/j.ijnonlinmec.2025.105272","title":"Unilateral vibration transmission in mechanical systems with bilinear coupling","year":2025,"lang":"en","type":"preprint","venue":"International Journal of Non-Linear Mechanics","topic":"Mechanical Systems and Engineering","field":"Energy","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":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Bilinear interpolation; Vibration; Coupling (piping); Transmission (telecommunications); Mechanical system; Physics; Acoustics; Structural engineering; Materials science; Mathematics; Computer science; Engineering; Mechanical engineering; Telecommunications; Composite material","score_opus":0.017769246399202566,"score_gpt":0.27144034241842946,"score_spread":0.2536710960192269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407570926","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":[0.039294373,0.0004780648,0.95103174,0.0005417201,0.0078787645,0.00041858054,0.000037799004,0.0000628447,0.00025610934],"genre_scores_gemma":[0.9795478,0.00046651915,0.01776287,0.00010863972,0.0016888063,0.000024307754,0.00007974508,0.00007556543,0.0002457352],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99630785,0.00008488096,0.0017153618,0.00041518584,0.0011544923,0.0003222418],"domain_scores_gemma":[0.99771035,0.00014742516,0.0008020666,0.00031554434,0.0008618191,0.00016280668],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001156164,0.00042843228,0.0008542209,0.00064898096,0.00003855288,0.0001585225,0.0009977523,0.00061561307,0.00004989595],"category_scores_gemma":[0.00010547337,0.00034422008,0.00028756764,0.0002444523,0.000009092273,0.00020816993,0.0002620723,0.0014663795,0.0000072299085],"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":[0.00042790678,0.0001385044,0.000010348972,0.00023594705,0.0003599349,0.00027593772,0.00010551378,0.97648865,0.0071511525,0.013130838,0.00004526538,0.0016299841],"study_design_scores_gemma":[0.0014372065,0.00019032427,0.000009081621,0.004212419,0.00008121471,0.000134902,0.00006460756,0.9832706,0.0030598582,0.0013398561,0.0058617624,0.0003381709],"about_ca_topic_score_codex":0.00058201514,"about_ca_topic_score_gemma":0.00006569433,"teacher_disagreement_score":0.94025344,"about_ca_system_score_codex":0.00047214242,"about_ca_system_score_gemma":0.00041699328,"threshold_uncertainty_score":0.999901},"labels":[],"label_agreement":null},{"id":"W4407989592","doi":"10.1016/j.ijnonlinmec.2025.105056","title":"In-plane simultaneous resonance instability behaviors of a fixed arch under a two-frequency radial uniformly distributed excitation","year":2025,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Vibration and Dynamic Analysis","field":"Engineering","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":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada; Bureau of Education of Guangzhou Municipality","keywords":"Instability; Arch; Excitation; Plane (geometry); Resonance (particle physics); Physics; Mechanics; Mathematics; Geometry; Atomic physics; Structural engineering; Engineering","score_opus":0.008513544158826514,"score_gpt":0.27867146436056117,"score_spread":0.2701579202017347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407989592","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":[0.42428714,0.000072683106,0.5744549,0.00022208727,0.00069884217,0.00007126849,0.000087734494,0.000012573016,0.00009279438],"genre_scores_gemma":[0.99555874,0.000086129665,0.0041008135,0.0000786472,0.00007136072,0.0000023185623,0.000060082275,0.000010089688,0.00003183254],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99859667,0.00003862779,0.0007508866,0.00010266093,0.00039049872,0.000120642435],"domain_scores_gemma":[0.9989989,0.00016748182,0.00019295058,0.00011768568,0.0004819394,0.000041071606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032342863,0.00011746065,0.00024429135,0.0004004139,0.000017807091,0.000017889755,0.00030699628,0.00007873961,0.00004894394],"category_scores_gemma":[0.00022555821,0.00011745668,0.0001154943,0.0003866622,0.000019659283,0.0002126123,0.000026696764,0.0002620025,0.0000024497012],"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":[0.00022951025,0.000206159,0.0013856922,0.00003504726,0.00020539737,0.00011849732,0.00035788259,0.96648806,0.019848285,0.007434988,0.00007514857,0.0036153323],"study_design_scores_gemma":[0.0014036195,0.000060854596,0.0010224564,0.00010684977,0.00004248563,0.000027239392,0.0002211177,0.99004424,0.0019777708,0.004828444,0.00015800365,0.00010690971],"about_ca_topic_score_codex":0.00008973897,"about_ca_topic_score_gemma":0.000300832,"teacher_disagreement_score":0.5712716,"about_ca_system_score_codex":0.00033814888,"about_ca_system_score_gemma":0.00016424114,"threshold_uncertainty_score":0.47897443},"labels":[],"label_agreement":null},{"id":"W4408712365","doi":"10.1016/j.ijnonlinmec.2025.105081","title":"Friction modeling and parameter identification for ultra-low-speed lifting motion of single-crystal silicon","year":2025,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Advanced Surface Polishing Techniques","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":"Concordia University","funders":"Key Research and Development Projects of Shaanxi Province; China Postdoctoral Science Foundation; Ministry of Education of the People's Republic of China; National Natural Science Foundation of China","keywords":"Silicon; Identification (biology); Motion (physics); Materials science; Computer science; Optoelectronics; Artificial intelligence","score_opus":0.021182388328774417,"score_gpt":0.2863995199564723,"score_spread":0.2652171316276979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408712365","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":[0.3540582,0.00006963284,0.6449491,0.00006710249,0.0006946648,0.000089864734,0.0000130932685,0.0000367661,0.000021614345],"genre_scores_gemma":[0.9632854,0.00009922033,0.03641931,0.000024995079,0.000127813,0.000002759338,0.0000106193465,0.000020390702,0.000009494439],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894804,0.00001528717,0.00060762145,0.00010027324,0.0002278121,0.00010097516],"domain_scores_gemma":[0.998852,0.00013502974,0.0002529678,0.00008569684,0.0006485676,0.000025744343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004043364,0.000104609986,0.0001727776,0.0002779408,0.00002881393,0.000044683304,0.00018740338,0.00008943296,0.0000015530495],"category_scores_gemma":[0.00045355372,0.00011265216,0.000086495165,0.00009486687,0.000008225713,0.00040456606,0.000020872203,0.00015708804,2.6047323e-7],"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":[0.00004181518,0.00003183668,0.00002032109,0.000049440016,0.0000802188,7.2231774e-7,0.00013651168,0.27385354,0.7197537,0.0004898604,0.000031486838,0.00551056],"study_design_scores_gemma":[0.00027263613,0.000032631466,0.000009833368,0.00017786109,0.000022437649,0.000009414032,0.00006403452,0.7109317,0.2827592,0.005623769,0.00003782834,0.000058657137],"about_ca_topic_score_codex":0.0000048430807,"about_ca_topic_score_gemma":0.0000018264686,"teacher_disagreement_score":0.6092272,"about_ca_system_score_codex":0.00014221322,"about_ca_system_score_gemma":0.000018356977,"threshold_uncertainty_score":0.45938218},"labels":[],"label_agreement":null},{"id":"W4412457689","doi":"10.1016/j.ijnonlinmec.2025.105207","title":"Combined time-pressure gradient and electric field on the electroosmotic flow of a complex fluid (human blood data) in a concentric annular microchannel: Linear and non-linear cases with the exponential structure rheological constitutive equation","year":2025,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Universidad Nacional Autónoma de México; McGill University","keywords":"Concentric; Microchannel; Mechanics; Exponential function; Electric field; Pressure gradient; Flow (mathematics); Physics; Materials science; Mathematical analysis; Mathematics; Geometry","score_opus":0.015145004046856996,"score_gpt":0.25844357704669835,"score_spread":0.24329857299984134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412457689","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":[0.8690596,0.00055335433,0.12853137,0.0013502642,0.000162538,0.00025556315,0.0000585051,0.000008051565,0.000020750285],"genre_scores_gemma":[0.9981527,0.00019599636,0.0011434626,0.00031971483,0.00010498061,0.000003159936,0.000032583073,0.00000898249,0.000038452497],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882567,0.000071224866,0.0004239487,0.00021369041,0.0002822171,0.00018326478],"domain_scores_gemma":[0.9985258,0.0006807397,0.00024112004,0.00018382771,0.00033584805,0.000032669584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034951163,0.00018646485,0.00033974778,0.00015639148,0.00011117238,0.000018223975,0.00048457127,0.000120208846,0.00001930789],"category_scores_gemma":[0.00040654262,0.00011299769,0.000049188777,0.00020943151,0.00008498187,0.000080617254,0.00020976862,0.0005272927,5.2130827e-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":[0.004244881,0.0007626103,0.0026384618,0.0001160002,0.0039218334,0.00046376002,0.0012242015,0.05934642,0.8589385,0.06721834,0.00066114037,0.00046384748],"study_design_scores_gemma":[0.0019451375,0.0007496811,0.00038665385,0.00014478163,0.00020229783,0.00016459529,0.000067831774,0.976173,0.01938006,0.000660231,0.000017486012,0.000108253545],"about_ca_topic_score_codex":0.00002214795,"about_ca_topic_score_gemma":0.000017426648,"teacher_disagreement_score":0.91682655,"about_ca_system_score_codex":0.000029474253,"about_ca_system_score_gemma":0.0000649117,"threshold_uncertainty_score":0.4607912},"labels":[],"label_agreement":null},{"id":"W4412644257","doi":"10.1016/j.ijnonlinmec.2025.105218","title":"Generative design and optimization of a dry friction damper in helicopter tail-rotor drivelines: Simulation and experimental validation","year":2025,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Hydraulic and Pneumatic Systems","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 Calgary","funders":"Natural Science Foundation of Hunan Province; National Natural Science Foundation of China","keywords":"Damper; Rotor (electric); Structural engineering; Helicopter rotor; Computer science; Engineering; Mechanical engineering","score_opus":0.020107347390672683,"score_gpt":0.29506789585787985,"score_spread":0.2749605484672072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412644257","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":[0.20282738,0.00017706523,0.79619944,0.00004120414,0.0005649621,0.00015081547,0.0000027239064,0.0000069670987,0.000029464023],"genre_scores_gemma":[0.96130204,0.00011950727,0.03839048,0.000031987744,0.0001194866,0.000006626075,0.0000066790662,0.000009954744,0.000013239698],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912703,0.00004988554,0.0004907823,0.000076931945,0.00019770689,0.000057660985],"domain_scores_gemma":[0.99943316,0.00010145411,0.00015517251,0.000044515302,0.00024268085,0.00002303344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002964002,0.00009235131,0.00016431107,0.00027836638,0.000017026385,0.000026511945,0.000072929324,0.0000719268,0.000013877126],"category_scores_gemma":[0.000058122503,0.00008786325,0.000027990867,0.00009455906,0.000008146803,0.00024284342,0.000019552117,0.000081530874,5.8361513e-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":[0.000048972975,0.000028375596,0.00016893898,0.000020785936,0.00006390399,0.0000021860703,0.0008253216,0.97995204,0.018001605,0.0000729489,0.000018194836,0.0007967386],"study_design_scores_gemma":[0.00078366906,0.000060381913,0.00006501816,0.00018857395,0.0000122755355,0.0000068991335,0.0002775907,0.9628879,0.035478268,0.0001103359,0.00006724977,0.0000618742],"about_ca_topic_score_codex":0.000007635386,"about_ca_topic_score_gemma":8.353122e-7,"teacher_disagreement_score":0.75847465,"about_ca_system_score_codex":0.00008730024,"about_ca_system_score_gemma":0.000028457662,"threshold_uncertainty_score":0.35829592},"labels":[],"label_agreement":null}]}