{"meta":{"query_hash":"0e60d7215799","filters":{"venue":"Journal of Fluids and Structures"},"cohort_total":180,"direct_labels_cover":0,"predictions_cover":180,"exported":180,"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/0e60d7215799","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Fluids+and+Structures"},"results":[{"id":"W1070351703","doi":"10.1016/j.jfluidstructs.2015.07.003","title":"Effect of the stiffness, inertia and oscillation kinematics on the thrust generation and efficiency of an oscillating-foil propulsion system","year":2015,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":16,"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 Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; University of Victoria","keywords":"Thrust; Inertia; Oscillation (cell signaling); Propulsive efficiency; Amplitude; Kinematics; Mechanics; Physics; Stiffness; Propulsion; Damping ratio; Control theory (sociology); Acoustics; Structural engineering; Classical mechanics; Engineering; Vibration; Optics; Chemistry; Computer science","score_opus":0.013650963834368094,"score_gpt":0.22269106142281891,"score_spread":0.20904009758845082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1070351703","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":[0.99825275,0.00078785984,0.00034131654,0.00006001351,0.0003446825,0.00014129552,0.0000031769998,0.0000052002047,0.0000636995],"genre_scores_gemma":[0.9993342,0.00003246564,0.00051830924,0.000005068206,0.00009970403,5.247191e-7,4.775422e-7,0.0000070454003,0.0000021883707],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992123,0.00011717951,0.0003062284,0.00005844714,0.00024565088,0.00006019224],"domain_scores_gemma":[0.9995521,0.00006297421,0.00015223895,0.00009960533,0.00008688968,0.00004621404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056960847,0.00009863495,0.00019934055,0.000052017243,0.00007103057,0.000029825645,0.00006617137,0.00006517635,0.0000025640725],"category_scores_gemma":[0.00008564012,0.00004190963,0.000025163878,0.00007933919,0.000053410644,0.000058220685,0.0000199458,0.00009572486,2.754272e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013231768,0.000008880358,0.00077123253,0.0007713224,0.000036138314,0.000001288373,0.0013919834,0.0039826827,0.94716066,0.0034186374,0.00019376766,0.042131074],"study_design_scores_gemma":[0.0015074131,0.002171776,0.014055209,0.00048825744,0.00016814106,0.00017801265,0.00046987322,0.3010322,0.67827076,0.0014359453,0.000034021363,0.00018841877],"about_ca_topic_score_codex":0.0000059053573,"about_ca_topic_score_gemma":0.0000013525105,"teacher_disagreement_score":0.2970495,"about_ca_system_score_codex":0.000010628584,"about_ca_system_score_gemma":0.000010060655,"threshold_uncertainty_score":0.1709025},"labels":[],"label_agreement":null},{"id":"W1759322659","doi":"10.1016/j.jfluidstructs.2015.09.001","title":"The effect of a splitter plate on the flow around a finite prism","year":2015,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":48,"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 Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Splitter plate; Prism; Wake; Vortex shedding; Optics; Drag; Triangular prism; Splitter; Square (algebra); Vortex; Geometry; Physics; Boundary layer; Mechanics; Mathematics; Reynolds number","score_opus":0.007319528506382022,"score_gpt":0.21382646026267002,"score_spread":0.206506931756288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1759322659","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":[0.9936281,0.0010316722,0.0042398483,0.00045851254,0.00023131682,0.000044997236,0.000002640188,0.00000471194,0.00035821114],"genre_scores_gemma":[0.9994063,0.00014597784,0.00023382407,0.000057504833,0.000111741734,5.986321e-7,4.224032e-7,0.000007019974,0.00003662614],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994377,0.000046011537,0.00022374727,0.00003662735,0.00017887315,0.000077030956],"domain_scores_gemma":[0.9995035,0.0002515988,0.000056151883,0.00010384386,0.00003517585,0.000049756574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038899793,0.000082581995,0.00015388241,0.00004840587,0.00005777361,0.00007410751,0.000104482744,0.00003544863,0.0000071214727],"category_scores_gemma":[0.00008321294,0.000034388926,0.000085102394,0.000066604334,0.000037122536,0.00004406626,0.000010295105,0.00015596033,5.9805546e-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":[0.0015840428,0.000024544652,0.007958954,0.00017213864,0.002728135,0.000069942485,0.004516548,0.77908766,0.030335905,0.02247463,0.05528235,0.09576515],"study_design_scores_gemma":[0.0006280669,0.0004912283,0.0038362502,0.000028613405,0.000083082756,0.00003301513,0.00008656796,0.98373306,0.0030755568,0.004190322,0.0037274177,0.00008684715],"about_ca_topic_score_codex":0.0000023067093,"about_ca_topic_score_gemma":0.0000024639419,"teacher_disagreement_score":0.20464538,"about_ca_system_score_codex":0.0000116573865,"about_ca_system_score_gemma":0.000008975568,"threshold_uncertainty_score":0.14023396},"labels":[],"label_agreement":null},{"id":"W1966383851","doi":"10.1006/jfls.2001.0413","title":"FLOW VISUALIZATION AROUND A CIRCULAR CYLINDER NEAR TO A PLANE WALL","year":2002,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":295,"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":"Cylinder; Flow visualization; Particle image velocimetry; Potential flow around a circular cylinder; Reynolds number; Boundary layer; Vortex shedding; Vortex; Mechanics; Flow separation; Geometry; Materials science; Optics; Flow (mathematics); Physics; Turbulence; Mathematics","score_opus":0.009117309344607758,"score_gpt":0.21990015162157206,"score_spread":0.2107828422769643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966383851","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":[0.9031829,0.0016343502,0.09438135,0.0002511716,0.0002229406,0.00005021101,0.000006264839,0.00002328211,0.0002475346],"genre_scores_gemma":[0.9959765,0.0002839842,0.0033180986,0.00022809424,0.00013481003,3.8725602e-7,0.000003025598,0.000013347648,0.000041739913],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939466,0.00001286205,0.00025826853,0.00006358225,0.00017120781,0.00009943177],"domain_scores_gemma":[0.999716,0.000011562314,0.0000320521,0.00007055172,0.000061081046,0.0001087673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006921955,0.000093069524,0.00016973945,0.00012801727,0.00005732308,0.00013521766,0.00006269622,0.000054935535,0.0001894896],"category_scores_gemma":[0.000017544658,0.00007537594,0.000062118525,0.00013570876,0.000012190468,0.00010337026,0.0000069988814,0.000087462206,0.0000030307388],"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":[0.000048061105,0.000033620687,0.0018720768,0.00010390248,0.00052851776,0.00007053416,0.0030747114,0.91880465,0.03863975,0.0038820177,0.015620337,0.017321793],"study_design_scores_gemma":[0.00024409007,0.000064699976,0.0034851078,0.0000111792415,0.000038694747,0.000072591414,0.000040244257,0.9901753,0.00021695037,0.00038923442,0.005162355,0.00009955256],"about_ca_topic_score_codex":0.0000037138927,"about_ca_topic_score_gemma":0.0000050243075,"teacher_disagreement_score":0.09279361,"about_ca_system_score_codex":0.000022053526,"about_ca_system_score_gemma":0.0000051422435,"threshold_uncertainty_score":0.30737418},"labels":[],"label_agreement":null},{"id":"W1967272437","doi":"10.1016/j.jfluidstructs.2013.09.009","title":"Nonlinear multimodal model for TLD of irregular tank geometry and small fluid depth","year":2013,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Rowan Williams Davies & Irwin (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Geometry; Nonlinear system; Mathematics; Mechanics; Physics","score_opus":0.011382587365345852,"score_gpt":0.21446666375760903,"score_spread":0.20308407639226317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967272437","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":[0.8541657,0.004231439,0.1411431,0.000095970885,0.00016537715,0.00011756832,0.000015645843,0.000011810785,0.000053422827],"genre_scores_gemma":[0.948983,0.0005921843,0.05009405,0.000063551925,0.00021425741,0.0000020917466,0.0000017595853,0.000012007043,0.000037070495],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992154,0.000014538489,0.0004413405,0.000083913415,0.0001041532,0.00014062463],"domain_scores_gemma":[0.99951816,0.000073181094,0.000061073246,0.0000725355,0.00015589343,0.00011918255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014565657,0.00012772031,0.00033402987,0.000098991506,0.000043870066,0.00003650235,0.00008788944,0.0001230494,0.00002777352],"category_scores_gemma":[0.00006578699,0.00008349427,0.000100314035,0.000047401634,0.00006724928,0.00013862872,0.000018646808,0.00012827288,1.8811048e-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":[0.00023593947,0.00006852594,0.008242686,0.00041314412,0.00060105906,0.000008494125,0.0005145437,0.08507212,0.7563036,0.0065876083,0.004642613,0.13730964],"study_design_scores_gemma":[0.0011276244,0.00024235877,0.023282796,0.000017173035,0.0000353394,0.000039958228,0.00003482963,0.96442056,0.005161854,0.0052898005,0.00022819586,0.000119516844],"about_ca_topic_score_codex":0.0000047093304,"about_ca_topic_score_gemma":0.0000027997442,"teacher_disagreement_score":0.87934846,"about_ca_system_score_codex":0.0000062955783,"about_ca_system_score_gemma":0.000014319811,"threshold_uncertainty_score":0.34047973},"labels":[],"label_agreement":null},{"id":"W1972503627","doi":"10.1016/j.jfluidstructs.2013.08.004","title":"Modification of static-wing tip vortex via a slender half-delta wing","year":2013,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Turbulent Flows","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":"McGill University","funders":"","keywords":"Vortex lift; Drag; Wing; Wingtip vortices; Lift-to-drag ratio; Deflection (physics); Vortex; Lift-induced drag; Lift (data mining); Parasitic drag; Mechanics; Physics; Materials science; Lift coefficient; Optics; Horseshoe vortex; Vortex ring; Thermodynamics; Reynolds number; Computer science","score_opus":0.009034197503927609,"score_gpt":0.21485284494335424,"score_spread":0.20581864743942663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972503627","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":[0.96522903,0.0013755478,0.032685544,0.00008814695,0.0003095633,0.00007203944,0.0000047743174,0.000013687807,0.0002216568],"genre_scores_gemma":[0.9921758,0.00019273515,0.0074620694,0.000022977103,0.000110001776,0.0000010271065,0.0000021859134,0.000017380298,0.000015825177],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915135,0.000014565804,0.00043002958,0.00007153714,0.00019370142,0.00013879695],"domain_scores_gemma":[0.99956524,0.00003351777,0.00009134196,0.00010764241,0.0001223451,0.0000798928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010858747,0.00012032484,0.00022897382,0.00012498986,0.00003874813,0.000050526025,0.000102512495,0.00006143456,0.00006742384],"category_scores_gemma":[0.00001757895,0.00009273608,0.00007106463,0.00006712543,0.000027071455,0.00022729964,0.000013997952,0.00015738588,8.742837e-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":[0.000036672696,0.000039200248,0.00387361,0.00044737873,0.00053285144,0.000019829386,0.002301999,0.28156275,0.6110593,0.008786674,0.003124004,0.08821572],"study_design_scores_gemma":[0.00042847803,0.00007622084,0.057663374,0.00004793415,0.00004724857,0.000069117945,0.00008867988,0.92893755,0.0017460712,0.01046771,0.00027849717,0.00014912384],"about_ca_topic_score_codex":0.000042342643,"about_ca_topic_score_gemma":0.0000019238867,"teacher_disagreement_score":0.6473748,"about_ca_system_score_codex":0.00002081669,"about_ca_system_score_gemma":0.000011497391,"threshold_uncertainty_score":0.37816676},"labels":[],"label_agreement":null},{"id":"W1974932465","doi":"10.1016/j.jfluidstructs.2010.10.002","title":"The planar jet-plate oscillator","year":2010,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Jet (fluid); Transverse plane; Oscillation (cell signaling); Physics; Mechanics; Amplitude; Planar; Optics; Instability; Acoustics; Materials science; Structural engineering","score_opus":0.003600470834387882,"score_gpt":0.19965481533127824,"score_spread":0.19605434449689035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974932465","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":[0.9951738,0.0009444309,0.0010158754,0.000104718034,0.0020149383,0.000021650538,0.000007422118,0.000010957089,0.000706181],"genre_scores_gemma":[0.9963528,0.00059479725,0.0025072913,0.000023481349,0.00047962778,1.6440752e-7,2.470762e-7,0.000010778769,0.000030840674],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995348,0.0000046013565,0.00018914249,0.000037751535,0.000119457225,0.00011428328],"domain_scores_gemma":[0.9997042,0.00006034386,0.000037477956,0.00008701822,0.000043166376,0.00006778466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013935576,0.00008114238,0.00010968007,0.000027647166,0.000117477684,0.00007817793,0.00012880743,0.00005901062,0.000015407606],"category_scores_gemma":[0.000032493183,0.00004371285,0.000041048286,0.000028993918,0.000051695042,0.00004316173,0.000009511286,0.00035700464,5.0208473e-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":[0.00008151874,0.000010521434,0.0054626507,0.00008234647,0.00039677153,0.00012629892,0.00062914507,0.009785795,0.7691995,0.09204145,0.048667673,0.07351637],"study_design_scores_gemma":[0.0021230772,0.00043345647,0.17742234,0.0000756862,0.00021304832,0.002692361,0.00046408662,0.21784334,0.009213606,0.18224373,0.4062331,0.0010421741],"about_ca_topic_score_codex":0.0000011746895,"about_ca_topic_score_gemma":0.000016799706,"teacher_disagreement_score":0.75998586,"about_ca_system_score_codex":0.0000055822984,"about_ca_system_score_gemma":0.000010288849,"threshold_uncertainty_score":0.17825583},"labels":[],"label_agreement":null},{"id":"W1978126157","doi":"10.1016/j.jfluidstructs.2012.08.001","title":"Analytical solution for a vibrating simply-supported cylinder subjected to 2-D concentric annular flow, considering friction","year":2012,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration 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":"Polytechnique Montréal; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Mechanics; Cylinder; Perturbation (astronomy); Potential flow around a circular cylinder; Vortex-induced vibration; Flow (mathematics); Vibration; RADIUS; Axial compressor; Concentric; Physics; Flow velocity; Fluid dynamics; Classical mechanics; Mathematics; Geometry; Open-channel flow; Thermodynamics; Vortex; Acoustics","score_opus":0.01295177652556616,"score_gpt":0.2489381692764023,"score_spread":0.23598639275083613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978126157","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":[0.60688186,0.0004062798,0.3922077,0.000101620855,0.00026447448,0.00007288141,0.0000091087395,0.000019947282,0.000036103935],"genre_scores_gemma":[0.9807362,0.00005731572,0.01870974,0.00011438943,0.00035043136,0.0000017055703,0.0000078727935,0.00001580205,0.000006549321],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999072,0.000020977892,0.00042957338,0.00007775083,0.00016176235,0.00023791987],"domain_scores_gemma":[0.99943995,0.00006005426,0.00006847776,0.00006825637,0.00015924251,0.00020402462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021206937,0.00012619667,0.00025017158,0.00018509578,0.00015211885,0.00006393989,0.00004750642,0.00008424031,0.00004486697],"category_scores_gemma":[0.00012427488,0.00010663918,0.00010572856,0.00022580933,0.000015662676,0.0002615075,0.000016605149,0.00012613702,4.191194e-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":[0.0003837868,0.00009591401,0.06471971,0.00030916938,0.0017871327,0.000023319852,0.0060162246,0.23898485,0.62262565,0.011785184,0.013220877,0.04004817],"study_design_scores_gemma":[0.00049650576,0.00008379721,0.020022538,0.000014125356,0.00013774722,0.0000665866,0.00014515972,0.97291684,0.0045381277,0.00027255956,0.0011547263,0.00015131195],"about_ca_topic_score_codex":0.000004063617,"about_ca_topic_score_gemma":0.000004827866,"teacher_disagreement_score":0.73393196,"about_ca_system_score_codex":0.000050445346,"about_ca_system_score_gemma":0.000021379115,"threshold_uncertainty_score":0.43486193},"labels":[],"label_agreement":null},{"id":"W1984295660","doi":"10.1016/j.jfluidstructs.2015.01.010","title":"A model of impeller whirl for baffled mixing vessels","year":2015,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; NOVA Chemicals","keywords":"Impeller; Mixing (physics); Baffle; Mechanics; Geometry; Mathematics; Physics; Engineering; Mechanical engineering","score_opus":0.022377742782105414,"score_gpt":0.23781471031561727,"score_spread":0.21543696753351185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984295660","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":[0.91464543,0.003247542,0.08118563,0.00003039425,0.00039032518,0.000056767483,0.000012842066,0.000008932829,0.0004221085],"genre_scores_gemma":[0.97873527,0.00015134797,0.020917598,0.0000151299255,0.0001241726,6.0077184e-7,6.8989465e-7,0.000016252552,0.000038910297],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940807,0.0000054833677,0.00029709598,0.000050373415,0.00011944614,0.000119554155],"domain_scores_gemma":[0.99960864,0.000024958566,0.000059263948,0.000064482614,0.00014505655,0.00009758324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017761353,0.00009218467,0.00023360032,0.00009017747,0.000022667882,0.000023152763,0.000082790386,0.000057096255,0.0000028811496],"category_scores_gemma":[0.00003784447,0.00007098253,0.00007432114,0.000039088376,0.000019704832,0.00010226775,0.000013451028,0.00009010229,5.8587585e-8],"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":[0.00013890657,0.000013333419,0.00036154615,0.00025913713,0.00021953872,0.0000057398825,0.0024827735,0.38417134,0.579961,0.012575304,0.009591162,0.010220205],"study_design_scores_gemma":[0.0010449237,0.00013509835,0.00030842796,0.000047669346,0.0000446851,0.000045902416,0.00017293445,0.96611804,0.0075192405,0.023862313,0.0005781751,0.00012258523],"about_ca_topic_score_codex":0.0000018924278,"about_ca_topic_score_gemma":0.0000018831918,"teacher_disagreement_score":0.5819467,"about_ca_system_score_codex":0.000018256955,"about_ca_system_score_gemma":0.000035611632,"threshold_uncertainty_score":0.28945836},"labels":[],"label_agreement":null},{"id":"W1986322494","doi":"10.1016/j.jfluidstructs.2012.06.007","title":"A single flexible tube in a rigid array as a model for fluidelastic instability in tube bundles","year":2012,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Instability; Tube (container); Stiffness; Structural engineering; Vibration; Mechanics; Row; Engineering; Mechanical engineering; Acoustics; Physics; Computer science","score_opus":0.01646994066953069,"score_gpt":0.25157653466081925,"score_spread":0.23510659399128855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986322494","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":[0.91053486,0.0016647286,0.08730377,0.00006344447,0.00013829513,0.0000819379,0.000010276629,0.000011180504,0.00019150581],"genre_scores_gemma":[0.99185807,0.00011386683,0.007851876,0.00004805152,0.00008744615,0.000003827856,0.0000023204968,0.000015310063,0.000019218369],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99899304,0.000021161684,0.0005203502,0.000087740555,0.00014271859,0.00023496714],"domain_scores_gemma":[0.9996171,0.00006875345,0.000045914312,0.00009369852,0.00006130244,0.00011322227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031956666,0.00013889866,0.00031663006,0.00030395715,0.00003205563,0.000054843582,0.000085237,0.00008581122,0.00002333494],"category_scores_gemma":[0.00011018981,0.000112839014,0.00010059499,0.00018298971,0.00002936331,0.00033320158,0.0000109553785,0.0001708208,3.203258e-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":[0.0002907006,0.00020390272,0.023073731,0.00024940097,0.000151387,0.0000054095394,0.0042024422,0.63296264,0.31746215,0.015827857,0.0003691573,0.005201231],"study_design_scores_gemma":[0.0008042495,0.00010514264,0.0103300335,0.000039213297,0.000033993063,0.000033615637,0.00018137538,0.9713514,0.003994559,0.012746706,0.00021011061,0.00016963069],"about_ca_topic_score_codex":0.000024715679,"about_ca_topic_score_gemma":0.00014512335,"teacher_disagreement_score":0.33838874,"about_ca_system_score_codex":0.00009316969,"about_ca_system_score_gemma":0.000037426158,"threshold_uncertainty_score":0.46014416},"labels":[],"label_agreement":null},{"id":"W1987599861","doi":"10.1016/j.jfluidstructs.2010.03.006","title":"A shallow-depth sloshing absorber for structural control","year":2010,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":25,"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":"University of Manitoba","keywords":"Slosh dynamics; Dissipative system; Smoothed-particle hydrodynamics; Mechanics; Vibration; Work (physics); Free surface; Vibration control; Materials science; Physics; Acoustics","score_opus":0.005806156767284809,"score_gpt":0.2430342592914716,"score_spread":0.2372281025241868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987599861","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":[0.98068,0.00033030234,0.016929768,0.00007901759,0.0014245298,0.00007597345,0.000025973173,0.000019763273,0.00043469633],"genre_scores_gemma":[0.99099535,0.000024821013,0.008431265,0.00004267744,0.00045482718,0.0000014011385,0.000001800215,0.000016882459,0.000031007552],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994465,0.000005310854,0.00027627777,0.00005763423,0.000089967754,0.000124305],"domain_scores_gemma":[0.99958825,0.0000902746,0.000049228922,0.00007509868,0.0001213956,0.00007574405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007787385,0.00010265445,0.00017135842,0.00010215871,0.00009184362,0.00009094259,0.00008262915,0.000071564944,0.00006399727],"category_scores_gemma":[0.000053139203,0.000076818666,0.00009927384,0.0000355573,0.000025943507,0.00023499777,0.0000057311336,0.00028758796,2.8532378e-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":[0.00018059889,0.000014473155,0.011671008,0.00011974731,0.0005458646,0.00001343507,0.0008863381,0.11031639,0.7810697,0.055186212,0.005650636,0.03434562],"study_design_scores_gemma":[0.0018237514,0.000156644,0.10330799,0.000022406202,0.00009445326,0.00038237433,0.00008679966,0.8653399,0.0007677798,0.018173862,0.009597393,0.00024667193],"about_ca_topic_score_codex":0.000004088373,"about_ca_topic_score_gemma":0.000044779532,"teacher_disagreement_score":0.7803019,"about_ca_system_score_codex":0.000012955436,"about_ca_system_score_gemma":0.000012765856,"threshold_uncertainty_score":0.31325743},"labels":[],"label_agreement":null},{"id":"W1990406821","doi":"10.1016/j.jfluidstructs.2008.03.008","title":"Flow-excited acoustic resonance of two side-by-side cylinders in cross-flow","year":2008,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Strouhal number; Vortex shedding; Resonance (particle physics); Acoustic resonance; Bistability; Vortex; Acoustics; Physics; Flow (mathematics); Mechanics; Materials science; Optics; Turbulence; Atomic physics; Reynolds number","score_opus":0.007747913035661914,"score_gpt":0.23868368746760707,"score_spread":0.23093577443194516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990406821","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":[0.971144,0.003921193,0.024491558,0.000040682495,0.00014877798,0.000040600233,0.000021931673,0.000009779767,0.00018145019],"genre_scores_gemma":[0.99510515,0.0013831557,0.0033277413,0.0000517537,0.000070816095,5.7147804e-7,0.000003720178,0.000014558081,0.000042542],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99897015,0.000021297377,0.00054929865,0.00008883019,0.00022240612,0.00014802298],"domain_scores_gemma":[0.99958605,0.000049558224,0.0000855431,0.000101872465,0.00009807181,0.000078880956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012908658,0.00012979604,0.00032308314,0.00021181547,0.00004948119,0.00003093401,0.000107755885,0.00007424686,0.000036691577],"category_scores_gemma":[0.00005350345,0.00010798429,0.000099455974,0.00021889378,0.000079795514,0.00015282484,0.000012222692,0.00021329707,2.65165e-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":[0.000057685495,0.000012779808,0.010497134,0.000040338266,0.00007685763,0.000055214467,0.00040084778,0.9255855,0.05758811,0.00014979421,0.0013070346,0.004228687],"study_design_scores_gemma":[0.0010095643,0.000054237575,0.085803196,0.000033608736,0.000024767358,0.000096640004,0.000032301745,0.9096689,0.002111576,0.00082778506,0.00020743112,0.00012997363],"about_ca_topic_score_codex":0.000025516956,"about_ca_topic_score_gemma":0.000057244455,"teacher_disagreement_score":0.075306065,"about_ca_system_score_codex":0.000032198055,"about_ca_system_score_gemma":0.000030217569,"threshold_uncertainty_score":0.44034716},"labels":[],"label_agreement":null},{"id":"W1990901185","doi":"10.1016/j.jfluidstructs.2013.11.003","title":"Dynamical stability analysis of a hose to the sky","year":2013,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerospace Engineering and Energy Systems","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":"McGill University; Polytechnique Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Stability (learning theory); Sky; Mathematics; Geometry; Structural engineering; Computer science; Engineering; Physics; Meteorology","score_opus":0.004984239944120327,"score_gpt":0.1914245593948497,"score_spread":0.18644031945072936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990901185","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":[0.988133,0.0006959426,0.01072404,0.0001217575,0.00020423067,0.000031823412,0.000004763719,0.000010104714,0.00007430011],"genre_scores_gemma":[0.9990484,0.00003345952,0.0008067794,0.0000106757325,0.00007969613,0.0000011094822,4.0077984e-7,0.000006484605,0.000012987647],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99945,0.000015964788,0.0002542766,0.00004614885,0.0001373053,0.00009628672],"domain_scores_gemma":[0.9996543,0.000040550673,0.000033646676,0.00012272962,0.00006606025,0.00008274922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013445744,0.00007837415,0.00025519775,0.00009934447,0.00002043405,0.000025847765,0.00010170508,0.000040826257,0.000040502564],"category_scores_gemma":[0.000032187196,0.00004426355,0.00010158702,0.00023227728,0.000020441657,0.00005105041,0.000012457902,0.000108072076,3.921767e-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":[0.000017171284,0.000012083652,0.012620341,0.000085509455,0.001864041,0.0000033964668,0.0024515663,0.8926832,0.077676,0.0012165112,0.0036263017,0.0077438657],"study_design_scores_gemma":[0.00025646732,0.00016303659,0.71866846,0.00003267032,0.00044903829,0.00003294099,0.00076520373,0.2732134,0.0039521507,0.00032593057,0.0019277293,0.000213004],"about_ca_topic_score_codex":0.00006368714,"about_ca_topic_score_gemma":0.000026717087,"teacher_disagreement_score":0.70604813,"about_ca_system_score_codex":0.00001800352,"about_ca_system_score_gemma":0.0000051777342,"threshold_uncertainty_score":0.18050152},"labels":[],"label_agreement":null},{"id":"W1991145390","doi":"10.1016/j.jfluidstructs.2012.12.008","title":"Flow-acoustic coupling in coaxial side branch resonators with rectangular splitter plates","year":2013,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":12,"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 Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Acoustics; Duct (anatomy); Sound pressure; Particle image velocimetry; Aeroacoustics; Sound power; Physics; Vortex; Amplitude; Splitter plate; Vortex shedding; Acoustic wave; Mechanics; Optics; Turbulence; Reynolds number","score_opus":0.0037392401346032097,"score_gpt":0.18828588339127467,"score_spread":0.18454664325667144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991145390","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":[0.9899584,0.0013512613,0.008116037,0.00003858942,0.00032732167,0.00007229049,0.000005238637,0.000014821455,0.000116032104],"genre_scores_gemma":[0.99386585,0.00022502443,0.0055853487,0.000034975783,0.00024777077,0.0000020816938,0.0000011249384,0.000026962256,0.000010837321],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991811,0.0000071002205,0.0003325607,0.00009165962,0.00018519384,0.00020238913],"domain_scores_gemma":[0.9996409,0.000063210486,0.000051094914,0.00008613912,0.00007257651,0.00008606883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114588605,0.00015547064,0.0002622803,0.00011742409,0.000043303786,0.00007459852,0.000101129335,0.000090316615,0.00006436465],"category_scores_gemma":[0.000028706909,0.00010996008,0.000037228358,0.00008966121,0.000057264395,0.0001331126,0.000015454923,0.00034030242,7.1577387e-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":[0.000047727506,0.0000081998005,0.004357083,0.00009474953,0.0000775076,0.00010097256,0.00037975033,0.94488984,0.04542521,0.00020849786,0.00090339425,0.0035070418],"study_design_scores_gemma":[0.0008258803,0.00015145435,0.039294586,0.0001510259,0.0000398185,0.00022607118,0.00022633604,0.95026386,0.0009061714,0.0074552973,0.00019414832,0.00026532813],"about_ca_topic_score_codex":0.00001535406,"about_ca_topic_score_gemma":0.000024038769,"teacher_disagreement_score":0.04451904,"about_ca_system_score_codex":0.000037443795,"about_ca_system_score_gemma":0.000017502573,"threshold_uncertainty_score":0.44840416},"labels":[],"label_agreement":null},{"id":"W1996781959","doi":"10.1016/s0889-9746(02)00098-1","title":"An experimental investigation of unsteady turbulent-wake/boundary-layer interaction","year":2003,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","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 British Columbia","funders":"","keywords":"Wake; Boundary layer; Mechanics; Physics; Airfoil; Turbulence; Reynolds number; Turbomachinery; Leading edge; Boundary layer thickness; Flow separation; Classical mechanics","score_opus":0.011478065311422044,"score_gpt":0.24193324522477241,"score_spread":0.23045517991335038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996781959","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":[0.9963347,0.0021998386,0.00050908397,0.00001600462,0.0006150175,0.000043037206,0.0000030707602,0.000011430467,0.0002678636],"genre_scores_gemma":[0.9978917,0.00011850383,0.0018414326,0.000027491496,0.000094598276,5.2173874e-7,0.0000029102912,0.000014792606,0.000008051762],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992746,0.000034329292,0.00035110099,0.00007085342,0.0001682983,0.000100825935],"domain_scores_gemma":[0.999651,0.000015006076,0.00008476121,0.00008816249,0.00006560049,0.000095464195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011921508,0.00011798268,0.00018494429,0.00012353947,0.000041340947,0.00005293277,0.00006731619,0.00006534174,0.00006675571],"category_scores_gemma":[0.000009706459,0.00009571387,0.00005733803,0.000059900896,0.00004389262,0.00029734135,0.000004398362,0.00015690163,3.0242953e-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":[0.000045894125,0.000026612102,0.0033727523,0.0000563225,0.00009776359,0.000014467646,0.0014916355,0.028607164,0.956968,0.00704246,0.0007578459,0.0015190769],"study_design_scores_gemma":[0.0027254322,0.0015237586,0.032971688,0.0001828611,0.0001302037,0.0013792955,0.0012898005,0.17839716,0.7632804,0.011603968,0.0058552227,0.00066022715],"about_ca_topic_score_codex":0.0000044916164,"about_ca_topic_score_gemma":0.0000016877352,"teacher_disagreement_score":0.19368762,"about_ca_system_score_codex":0.000036030164,"about_ca_system_score_gemma":0.00002035582,"threshold_uncertainty_score":0.39030984},"labels":[],"label_agreement":null},{"id":"W1997702014","doi":"10.1016/j.jfluidstructs.2012.02.001","title":"Erratum to “Galloping of square cylinders in cross-flow at low Reynolds numbers” [J. Fluids Struct. 28 (2012) 232–243]","year":2012,"lang":"en","type":"erratum","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","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":"Polytechnique Montréal","funders":"","keywords":"struct; Reynolds number; Square (algebra); Mechanics; Mathematics; Flow (mathematics); Physics; Structural engineering; Geometry; Engineering; Computer science; Turbulence","score_opus":0.008029204878652057,"score_gpt":0.24558823719353798,"score_spread":0.23755903231488593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997702014","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":[0.82443833,0.07650569,0.0124444775,0.0006344342,0.06912146,0.0010371536,0.0009743956,0.00018211873,0.01466194],"genre_scores_gemma":[0.95844316,0.010278843,0.010553617,0.00035173722,0.0049083354,0.000011158549,0.000330829,0.00038322355,0.014739073],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99650633,0.000082286206,0.0016639449,0.00034167635,0.00078846555,0.0006172992],"domain_scores_gemma":[0.99828595,0.000060689625,0.00040426353,0.00045919832,0.00036942394,0.00042045605],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004661959,0.0006459149,0.0014041227,0.0010299172,0.00013072672,0.00020876006,0.0004929809,0.00091399014,0.00047548022],"category_scores_gemma":[0.00010196244,0.000573982,0.0004918573,0.0005380211,0.00012174573,0.00046858442,0.0001364062,0.001299916,0.0000036366396],"study_design_candidate":"not_applicable","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":[0.00032138673,0.00005978777,0.009184559,0.0022082638,0.0016144982,0.00011034827,0.00318444,0.0923976,0.01422719,0.00089579436,0.87114805,0.004648092],"study_design_scores_gemma":[0.010612661,0.0018245843,0.24778003,0.007142638,0.0023511217,0.0014217854,0.0020943899,0.44002888,0.0043192892,0.005922213,0.26843983,0.008062602],"about_ca_topic_score_codex":0.000049112048,"about_ca_topic_score_gemma":0.00038027574,"teacher_disagreement_score":0.6027082,"about_ca_system_score_codex":0.0003691028,"about_ca_system_score_gemma":0.00016841311,"threshold_uncertainty_score":0.99967116},"labels":[],"label_agreement":null},{"id":"W1997962554","doi":"10.1016/j.jfluidstructs.2011.10.005","title":"On performance of an oscillating plate underwater propulsion system with variable chordwise flexibility at different depths of submergence","year":2011,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":36,"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 Victoria","funders":"","keywords":"Strouhal number; Propulsor; Propulsive efficiency; Thrust; Mechanics; Wake; Vortex; Propulsion; Reynolds number; Water tunnel; Oscillation (cell signaling); Immersed boundary method; Physics; Acoustics; Engineering; Aerospace engineering; Mathematics; Turbulence","score_opus":0.015977342281164344,"score_gpt":0.20220039851557084,"score_spread":0.1862230562344065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997962554","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":[0.9976685,0.00016970336,0.0016114948,0.0000017042021,0.00023398342,0.00008629917,0.00000532613,0.000010912499,0.0002120525],"genre_scores_gemma":[0.99190545,0.000040285762,0.007998579,0.0000021025203,0.000028499688,6.486496e-7,7.278439e-7,0.000011952802,0.000011725164],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991085,0.000030486339,0.0004113553,0.00009617766,0.00022496248,0.00012850201],"domain_scores_gemma":[0.99953306,0.000011594445,0.00015088845,0.00014043802,0.00008097216,0.00008305379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016279588,0.00013657137,0.00029304915,0.00007833495,0.000052971565,0.000007184533,0.00010072331,0.00007546534,0.000066897606],"category_scores_gemma":[0.0000047106346,0.00007433148,0.00003588164,0.00006420747,0.0000390475,0.00009732973,0.000020957421,0.000118608164,1.5056597e-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":[0.0017989974,0.000051172407,0.010831512,0.0017423441,0.00012904857,0.000010029925,0.0014467295,0.003528095,0.96581256,0.0021871547,0.000016798353,0.0124455765],"study_design_scores_gemma":[0.00057692855,0.001801324,0.051329087,0.00034179655,0.00004838636,0.0000934572,0.000099868026,0.022741815,0.9216726,0.0011476272,0.0000040805426,0.00014302129],"about_ca_topic_score_codex":0.00001750565,"about_ca_topic_score_gemma":0.000004301136,"teacher_disagreement_score":0.044139937,"about_ca_system_score_codex":0.00003078613,"about_ca_system_score_gemma":0.00000794866,"threshold_uncertainty_score":0.30311498},"labels":[],"label_agreement":null},{"id":"W1998232771","doi":"10.1016/j.jfluidstructs.2005.07.016","title":"A new tube/support impact model for heat exchanger tubes","year":2005,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of New Brunswick","funders":"","keywords":"Heat exchanger; Tube (container); Rubbing; Materials science; Structural engineering; Nonlinear system; Fretting; Stiffness; Work (physics); Vibration; Mechanics; Slip (aerodynamics); Mechanical engineering; Engineering; Acoustics; Physics","score_opus":0.017086333589146546,"score_gpt":0.2650910088139097,"score_spread":0.24800467522476313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998232771","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":[0.6009465,0.0069812597,0.39120796,0.00033542456,0.00015738337,0.000087161374,0.00003805873,0.000024347724,0.00022194404],"genre_scores_gemma":[0.9849035,0.0005946207,0.013721747,0.00007009861,0.00058226445,9.0150513e-7,0.0000018234035,0.000014617444,0.00011039436],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934965,0.0000048917273,0.00027884255,0.00006726615,0.0001354288,0.00016389819],"domain_scores_gemma":[0.9996417,0.000022505285,0.00001851012,0.000075360986,0.000047584923,0.00019432823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007962816,0.000121177014,0.00027017662,0.0000801535,0.00003864692,0.000055693527,0.00008820146,0.00006736851,0.00025892883],"category_scores_gemma":[0.000014006693,0.000079128135,0.00020572158,0.000047692778,0.000007903916,0.00013154867,0.000009812489,0.00010621683,4.4742615e-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":[0.00019048766,0.000025427644,0.0006545583,0.00013245274,0.0010477852,0.000014826528,0.0012224573,0.3406659,0.10853756,0.0028483479,0.0887829,0.4558773],"study_design_scores_gemma":[0.0008691589,0.00028090389,0.0009898699,0.000026115165,0.00019810097,0.00007784466,0.00003257919,0.9783647,0.007570907,0.007381581,0.003979994,0.00022822057],"about_ca_topic_score_codex":0.000010691017,"about_ca_topic_score_gemma":0.000007729111,"teacher_disagreement_score":0.6376988,"about_ca_system_score_codex":0.000023686927,"about_ca_system_score_gemma":0.000021597072,"threshold_uncertainty_score":0.32267517},"labels":[],"label_agreement":null},{"id":"W1998555739","doi":"10.1016/j.jfluidstructs.2013.12.004","title":"DES evaluation of near-wake characteristics in a shallow flow","year":2014,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Turbulent Flows","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 Windsor","funders":"","keywords":"Wake; Reynolds-averaged Navier–Stokes equations; Mechanics; Turbulence; Vortex; Geology; Shear stress; Open-channel flow; Reynolds stress; Detached eddy simulation; Flow (mathematics); Reynolds number; Vortex shedding; Physics; Geometry; Mathematics","score_opus":0.010825328032526118,"score_gpt":0.2261309404384332,"score_spread":0.2153056124059071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998555739","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":[0.99724346,0.0009689852,0.0012115625,0.000012439467,0.00025969185,0.000038425347,0.0000057378215,0.0000041954727,0.00025548975],"genre_scores_gemma":[0.99609166,0.0002226468,0.0035679054,0.000008801674,0.00009494019,4.859805e-7,0.0000017912565,0.000009202837,0.0000025830577],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926287,0.00003261423,0.00033529339,0.00004630868,0.00023010062,0.00009278775],"domain_scores_gemma":[0.9996731,0.000027163007,0.000057096724,0.00006550021,0.00013276037,0.0000443603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050109555,0.00008155082,0.00021057996,0.00008472077,0.000021134514,0.000030518728,0.00006494095,0.000052903437,0.000036671412],"category_scores_gemma":[0.00009054653,0.00006434977,0.000043775286,0.00005858044,0.000036570986,0.00007452686,0.00000878482,0.000115985,1.7836628e-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":[0.00008620784,0.00004316897,0.08076287,0.00037752683,0.00016144519,0.000012515454,0.0020931263,0.28059992,0.043618776,0.0030594545,0.00029879267,0.5888862],"study_design_scores_gemma":[0.00038004713,0.000055677257,0.32221112,0.000041129933,0.00002547003,0.000020139094,0.0000071080276,0.673139,0.00012495076,0.0038232887,0.00012314365,0.000048939433],"about_ca_topic_score_codex":0.0000044936005,"about_ca_topic_score_gemma":0.00001837555,"teacher_disagreement_score":0.58883727,"about_ca_system_score_codex":0.000025800813,"about_ca_system_score_gemma":0.000020527097,"threshold_uncertainty_score":0.26241076},"labels":[],"label_agreement":null},{"id":"W1999279920","doi":"10.1016/j.jfluidstructs.2014.03.005","title":"Influence of spacing parameters on the wind loading of solar array","year":2014,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":125,"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":"Canada Research Chairs; Florida International University","keywords":"Roof; Row; Structural engineering; Perimeter; Wind tunnel; Enhanced Data Rates for GSM Evolution; Moment (physics); Wind engineering; Flat roof; Geometry; Materials science; Engineering; Mechanics; Physics; Mathematics","score_opus":0.007701246494572625,"score_gpt":0.20822241636717098,"score_spread":0.20052116987259835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999279920","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":[0.9989973,0.0000812688,0.00010309328,0.0002328233,0.000043566575,0.000023875216,0.0000011161056,8.6570566e-7,0.0005161362],"genre_scores_gemma":[0.9991933,0.000038019585,0.0006090487,0.00011434032,0.00003453099,7.045027e-8,2.2722237e-8,0.0000027083581,0.000007971609],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993873,0.000036494122,0.00021683225,0.000059777187,0.000212018,0.00008754191],"domain_scores_gemma":[0.99957544,0.00012794274,0.000176299,0.00007518902,0.000012298112,0.000032836746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026632624,0.00006936754,0.00017075057,0.000024036706,0.000077037745,0.0000098263345,0.00011495669,0.00002284488,0.000027223357],"category_scores_gemma":[0.00012180842,0.000035813046,0.00005318284,0.000052120722,0.0002107772,0.00007733567,0.000029116822,0.000105542946,4.6942998e-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":[0.00005125831,0.0000151938775,0.12018907,0.000024376068,0.000059229118,0.0000019522108,0.0020357699,0.020275898,0.84899217,0.00076591567,0.0005721628,0.007016979],"study_design_scores_gemma":[0.00026847442,0.00046078343,0.73656464,0.00012339848,0.000031418596,0.00002351006,0.00044633527,0.00009918191,0.25480467,0.006452996,0.000630468,0.00009409354],"about_ca_topic_score_codex":0.00002190517,"about_ca_topic_score_gemma":0.0000019942217,"teacher_disagreement_score":0.61637557,"about_ca_system_score_codex":0.000008669182,"about_ca_system_score_gemma":0.0000031847976,"threshold_uncertainty_score":0.14604136},"labels":[],"label_agreement":null},{"id":"W2000266831","doi":"10.1006/jfls.2000.0374","title":"VIBRATION OF A HIGH-PRESSURE PIPING SYSTEM DUE TO FLOW IN A SPHERICAL ELBOW","year":2001,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Piping; Vibration; Engineering; Structural engineering; Noise (video); Turbine; Acoustics; Mechanical engineering; Physics; Computer science","score_opus":0.005976501325569058,"score_gpt":0.20241640897176266,"score_spread":0.1964399076461936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000266831","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":[0.94838864,0.0014763525,0.049262017,0.000059695783,0.00039475466,0.00007559008,0.0000029065757,0.00001253587,0.0003275394],"genre_scores_gemma":[0.99566877,0.000041437062,0.004042946,0.000015174003,0.00021373907,9.988158e-7,2.9044526e-7,0.0000090872245,0.0000075605217],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992092,0.00003306159,0.00043671794,0.000053000163,0.00016447932,0.000103533406],"domain_scores_gemma":[0.9997213,0.000033870576,0.000060770093,0.00007215752,0.0000383836,0.000073557545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015020877,0.000086890774,0.00033253542,0.00008596367,0.0000168235,0.00002320847,0.000075298005,0.000065548,0.000021105818],"category_scores_gemma":[0.000025259942,0.00006492299,0.00003791818,0.00012389194,0.000008624972,0.00008224642,0.000009141058,0.00010042379,4.709585e-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":[0.00018636856,0.000022766168,0.004906506,0.0015993046,0.0002905102,0.00032414217,0.006699114,0.81943387,0.104904935,0.0019040466,0.0031522939,0.056576148],"study_design_scores_gemma":[0.0033597136,0.0007954577,0.23499225,0.002840178,0.00017523044,0.0056635146,0.00372818,0.7275281,0.010279431,0.0017756312,0.008115209,0.0007471022],"about_ca_topic_score_codex":0.000045226705,"about_ca_topic_score_gemma":0.000015045521,"teacher_disagreement_score":0.23008575,"about_ca_system_score_codex":0.000022459122,"about_ca_system_score_gemma":0.000011917422,"threshold_uncertainty_score":0.26474828},"labels":[],"label_agreement":null},{"id":"W2000817979","doi":"10.1016/j.jfluidstructs.2013.12.011","title":"Forces on surface-piercing vertical circular cylinder groups on flooding staircase","year":2014,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":17,"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":"Fundamental Research Funds for the Central Universities","keywords":"Cylinder; Drag; Mechanics; Transverse plane; Position-sensing hydraulic cylinder; Geology; Geometry; Structural engineering; Physics; Engineering; Mathematics; Hydraulic cylinder; Mechanical engineering","score_opus":0.007716216231253373,"score_gpt":0.21393870409308938,"score_spread":0.206222487861836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000817979","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":[0.9934157,0.00061996555,0.003802606,0.0000832723,0.0007017976,0.000048116308,0.0000029671655,0.000034838165,0.0012906969],"genre_scores_gemma":[0.9985932,0.00008048645,0.0005640043,0.00018552816,0.0005404399,2.9325494e-7,9.593269e-7,0.000028112827,0.000006964438],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988167,0.000048032114,0.0003722036,0.00013814023,0.00035222512,0.00027268069],"domain_scores_gemma":[0.99944246,0.00013192197,0.000036513236,0.00015153193,0.000045768422,0.0001918271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022831027,0.0002222801,0.00035289416,0.000121319834,0.00012341267,0.000096978125,0.00013695368,0.00013481975,0.000047803467],"category_scores_gemma":[0.00009726788,0.00015918518,0.0001204955,0.00006944867,0.000048803635,0.000118219694,0.000014798159,0.00043042324,0.0000017192841],"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":[0.00045062078,0.000047855483,0.0035531016,0.00045026254,0.00062657526,0.00034688847,0.002866434,0.7337945,0.151694,0.038396332,0.0044022533,0.06337116],"study_design_scores_gemma":[0.009899993,0.0051881005,0.2057321,0.0010126217,0.0005712998,0.0022303297,0.0013774221,0.46709204,0.20238224,0.08305937,0.01860162,0.002852854],"about_ca_topic_score_codex":0.0000034518478,"about_ca_topic_score_gemma":0.0000018124725,"teacher_disagreement_score":0.2667025,"about_ca_system_score_codex":0.00003991334,"about_ca_system_score_gemma":0.000012490702,"threshold_uncertainty_score":0.64913833},"labels":[],"label_agreement":null},{"id":"W2001202581","doi":"10.1016/j.jfluidstructs.2014.08.006","title":"Critical effects of a spanwise surface wire on flow past a circular cylinder and the significance of the wire size and Reynolds number","year":2014,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reynolds number; Cylinder; Mechanics; Wake; Flow visualization; Kármán vortex street; Vortex shedding; Boundary layer; Instability; Flow (mathematics); Physics; Geometry; Materials science; Mathematics; Turbulence","score_opus":0.0027747002882841975,"score_gpt":0.20253072852978327,"score_spread":0.19975602824149907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001202581","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":[0.99516296,0.0009831027,0.0031376798,0.0004276218,0.000115018964,0.00007098162,0.0000046659484,0.0000032912196,0.00009467717],"genre_scores_gemma":[0.99897486,0.0002416763,0.00062070705,0.0000808206,0.000063522304,4.9952655e-7,1.3397133e-7,0.000009446214,0.000008310768],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992848,0.000088635425,0.00026841424,0.00007603318,0.0001955031,0.00008658273],"domain_scores_gemma":[0.99919176,0.00047461368,0.000065613174,0.00012990423,0.000083234445,0.00005487102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022472236,0.00010787465,0.00030025095,0.000021703841,0.000061704806,0.000039290764,0.000081203776,0.00006361662,0.000009230183],"category_scores_gemma":[0.00022671655,0.00005633873,0.00008833809,0.00007956587,0.00023166188,0.000054233977,0.00001938745,0.00016309608,4.6445553e-8],"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":[0.001266149,0.00014652452,0.077755064,0.004224449,0.0021497405,0.0000389233,0.0069338162,0.13129349,0.61247206,0.13697994,0.0021967439,0.024543088],"study_design_scores_gemma":[0.0033572027,0.00024693,0.33968374,0.00033618486,0.0004636742,0.00012909161,0.00020534446,0.6276295,0.014897398,0.012554605,0.00022274928,0.00027358846],"about_ca_topic_score_codex":0.0000086909395,"about_ca_topic_score_gemma":0.0000042441993,"teacher_disagreement_score":0.59757465,"about_ca_system_score_codex":0.000006365625,"about_ca_system_score_gemma":0.000009974077,"threshold_uncertainty_score":0.22974266},"labels":[],"label_agreement":null},{"id":"W2001616838","doi":"10.1016/j.jfluidstructs.2013.09.007","title":"Drag force on a free surface-piercing yawed circular cylinder in steady flow","year":2013,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","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":"Drag; Drag coefficient; Cylinder; Mechanics; Reynolds number; Euler angles; Flow (mathematics); Materials science; Physics; Geometry; Turbulence; Mathematics","score_opus":0.005797807080157241,"score_gpt":0.19997854552012673,"score_spread":0.1941807384399695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001616838","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":[0.991238,0.0011760426,0.0067117517,0.00018255542,0.00018502139,0.00006238126,0.0000040645573,0.0000126634195,0.00042753326],"genre_scores_gemma":[0.9967503,0.00019781123,0.0028109695,0.000096497104,0.000082918225,6.0848055e-7,0.0000016300753,0.000016232116,0.000043048367],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917793,0.000023004919,0.00036366546,0.00008441234,0.00019958553,0.00015137052],"domain_scores_gemma":[0.99961776,0.00003590683,0.000047439255,0.0001415013,0.00006707204,0.000090335074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010794191,0.00012923087,0.0002585067,0.00017635658,0.00004027784,0.000109043256,0.00012479743,0.00008342681,0.00013831416],"category_scores_gemma":[0.000033801804,0.000099944504,0.00008978711,0.00012788275,0.000016792974,0.0001839224,0.00001482416,0.00023778564,0.0000017979181],"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":[0.000026170237,0.00001758486,0.003944598,0.00006674243,0.00021779521,0.000032658667,0.00093101006,0.89467937,0.08794851,0.0016696865,0.0029362156,0.0075296857],"study_design_scores_gemma":[0.0008158343,0.00007679299,0.04300576,0.000040780713,0.000028398883,0.000029578763,0.00022398251,0.94853705,0.0010926697,0.005869279,0.000117377735,0.00016247117],"about_ca_topic_score_codex":0.000030455843,"about_ca_topic_score_gemma":0.00002278926,"teacher_disagreement_score":0.08685584,"about_ca_system_score_codex":0.00003987005,"about_ca_system_score_gemma":0.000013785762,"threshold_uncertainty_score":0.40756184},"labels":[],"label_agreement":null},{"id":"W2001893081","doi":"10.1016/j.jfluidstructs.2005.10.002","title":"A unified approach to aerodynamic damping and drag/lift instabilities, and its application to dry inclined cable galloping","year":2005,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":118,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"Federal Highway Administration","keywords":"Wind tunnel; Aerodynamics; Drag; Mechanics; Aerodynamic force; Lift (data mining); Vibration; Structural engineering; Reynolds number; Angle of attack; Lift-to-drag ratio; Amplitude; Physics; Engineering; Acoustics; Turbulence; Optics","score_opus":0.0064334321313641515,"score_gpt":0.2178323039567426,"score_spread":0.21139887182537845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001893081","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":[0.85260165,0.0008993367,0.1456631,0.0002754035,0.000033157965,0.00011034978,0.0000042868733,0.000019084227,0.00039365582],"genre_scores_gemma":[0.9849515,0.00015752733,0.014515284,0.00020755116,0.00011203359,0.0000028891761,0.0000031711916,0.000011154018,0.00003887761],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993117,0.000016809925,0.0003145946,0.00011831347,0.00011875202,0.00011982126],"domain_scores_gemma":[0.99964505,0.000024273868,0.00004356377,0.00007492632,0.0000582056,0.00015395497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001597846,0.000113683425,0.00022733175,0.00018614439,0.000087268294,0.00007421666,0.0000612872,0.000057389676,0.000005949966],"category_scores_gemma":[0.00003474083,0.00009672834,0.000025701924,0.00014215946,0.000014400185,0.0001821379,0.00003153323,0.000116129515,2.6292824e-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":[0.00010338445,0.00002617861,0.0041447007,0.00035940605,0.00022625276,0.00000232656,0.006735609,0.8338488,0.091758676,0.010870532,0.00034832727,0.05157584],"study_design_scores_gemma":[0.0004781672,0.00006162112,0.024699239,0.00003572138,0.000047264955,0.000040157895,0.0007141699,0.9710727,0.0003868329,0.0005154578,0.0017421319,0.0002065352],"about_ca_topic_score_codex":0.000015665508,"about_ca_topic_score_gemma":0.000063950516,"teacher_disagreement_score":0.13722393,"about_ca_system_score_codex":0.0000411619,"about_ca_system_score_gemma":0.000017902823,"threshold_uncertainty_score":0.3944467},"labels":[],"label_agreement":null},{"id":"W2002958994","doi":"10.1006/jfls.2002.0445","title":"LINEAR AND NONLINEAR DYNAMICS OF CANTILEVERED CYLINDERS IN AXIAL FLOW. PART 3: NONLINEAR DYNAMICS","year":2002,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":92,"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":"Nonlinear system; Bifurcation; Mathematics; Discretization; Phase plane; Cantilever; Dynamics (music); Flow (mathematics); Stability (learning theory); Cylinder; Amplitude; Plane (geometry); Mathematical analysis; Galerkin method; Mechanics; Classical mechanics; Geometry; Physics; Structural engineering; Engineering; Computer science","score_opus":0.00790104438959774,"score_gpt":0.20879230812691216,"score_spread":0.20089126373731442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002958994","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":[0.97954595,0.0009108134,0.018574625,0.00021068002,0.00028733167,0.00005647445,0.0000846111,0.000014144735,0.0003153509],"genre_scores_gemma":[0.98352224,0.0015279888,0.014636417,0.00003683833,0.00018878309,2.677213e-7,0.000019670617,0.000019910358,0.000047868205],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989505,0.000023409677,0.00056956935,0.00010003365,0.00020141606,0.00015507312],"domain_scores_gemma":[0.99957365,0.000034080218,0.000109001856,0.00009943732,0.00007978661,0.0001040608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000119877615,0.0001560742,0.00038985602,0.00024107135,0.000036842102,0.000028836464,0.00009278017,0.00012889024,0.00008475832],"category_scores_gemma":[0.000039505558,0.00013181615,0.00008939641,0.00017315826,0.000075219876,0.00013642853,0.000019461018,0.0002666106,3.3168917e-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":[0.00025977462,0.00017002354,0.056014962,0.000561102,0.0009917538,0.00020923794,0.0030353845,0.8243989,0.0019332516,0.002412194,0.0015000596,0.10851339],"study_design_scores_gemma":[0.00071481,0.000072537674,0.0037797613,0.000031941105,0.000052752464,0.0000674965,0.00029628148,0.9943321,0.00009274695,0.00026868467,0.00016211494,0.00012882713],"about_ca_topic_score_codex":0.000026218626,"about_ca_topic_score_gemma":0.0005321988,"teacher_disagreement_score":0.16993318,"about_ca_system_score_codex":0.00005356812,"about_ca_system_score_gemma":0.00001791175,"threshold_uncertainty_score":0.5375307},"labels":[],"label_agreement":null},{"id":"W2003557882","doi":"10.1006/jfls.2000.0297","title":"SIMULATION OF THE FLOW OVER ELLIPTIC AIRFOILS OSCILLATING AT LARGE ANGLES OF ATTACK","year":2000,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":24,"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":"Mathematics; Airfoil; Vorticity; Mathematical analysis; Stream function; Geometry; Ellipse; Angle of attack; Convection–diffusion equation; Reynolds number; Vortex; Navier–Stokes equations; Flow (mathematics); Mechanics; Physics; Compressibility; Turbulence; Aerodynamics","score_opus":0.006675378682899771,"score_gpt":0.22008657439894386,"score_spread":0.21341119571604408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003557882","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":[0.99729073,0.0018376865,0.000295137,0.0000120359,0.0001895604,0.00004045966,0.000022758684,0.000004597939,0.00030700685],"genre_scores_gemma":[0.99897504,0.00020999975,0.0006380039,0.000012296057,0.00009507561,9.303614e-8,8.0958006e-7,0.000010609974,0.000058084017],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926984,0.00001680915,0.0003617397,0.000049435825,0.00019661483,0.00010558678],"domain_scores_gemma":[0.9996691,0.00006135471,0.00008373,0.00010033604,0.000051627052,0.00003387928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000100927624,0.000091898604,0.0002007789,0.00004564823,0.000047128764,0.000011611127,0.0000850092,0.000056922883,0.00023054564],"category_scores_gemma":[0.000021358954,0.00005792526,0.000106808046,0.000074395575,0.000029320232,0.00007071719,0.000016793341,0.00009867205,2.3515084e-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":[0.000018606423,0.000004956483,0.005093325,0.000059214846,0.000043444143,0.0000011324487,0.00025591793,0.98079795,0.009483201,0.00013597362,0.000128562,0.003977718],"study_design_scores_gemma":[0.00035759984,0.00004244229,0.07039475,0.00005703139,0.0000288346,0.000010810618,0.000007937378,0.9269426,0.00083104306,0.00035453236,0.0009107466,0.00006165598],"about_ca_topic_score_codex":0.0000021202843,"about_ca_topic_score_gemma":0.000005313434,"teacher_disagreement_score":0.065301426,"about_ca_system_score_codex":0.000019291234,"about_ca_system_score_gemma":0.000007755028,"threshold_uncertainty_score":0.2524313},"labels":[],"label_agreement":null},{"id":"W2003846550","doi":"10.1016/j.jfluidstructs.2005.07.020","title":"Nonlinear vibrations of fluid-filled clamped circular cylindrical shells","year":2005,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministero dell'Università e della Ricerca","keywords":"Nonlinear system; Inviscid flow; Boundary value problem; Shell (structure); Equations of motion; Galerkin method; Eigenfunction; Discretization; Vibration; Rotational symmetry; Classical mechanics; Mechanics; Physics; Mathematical analysis; Mathematics; Eigenvalues and eigenvectors; Materials science","score_opus":0.006406682289586058,"score_gpt":0.2227426129811901,"score_spread":0.21633593069160406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003846550","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":[0.82417035,0.0020283042,0.17197537,0.00033148754,0.00017193078,0.00005178297,0.000014039413,0.000022790964,0.001233915],"genre_scores_gemma":[0.98106366,0.0003496568,0.018200697,0.00006777841,0.00027473172,2.5859856e-7,0.0000037800255,0.000010173298,0.00002928967],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991741,0.000019739666,0.00046506705,0.000059314218,0.0001882974,0.00009346227],"domain_scores_gemma":[0.9996227,0.0000289799,0.00007523763,0.00009112745,0.00009371931,0.0000882237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000907058,0.00009769692,0.00026614612,0.00015512487,0.00004066394,0.000028149712,0.00008427121,0.00007924697,0.0002675816],"category_scores_gemma":[0.00003011124,0.000075247895,0.00013515666,0.00012802887,0.000036578025,0.00014741009,0.000009463195,0.00013883928,0.000001266525],"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":[0.000067112574,0.00007925362,0.0016397054,0.00011472941,0.00083297974,0.000023129864,0.0014004136,0.48387742,0.47473082,0.004469621,0.0039841915,0.02878062],"study_design_scores_gemma":[0.0009429726,0.000108386426,0.006314188,0.000020789716,0.00016931762,0.000115444025,0.0001900348,0.9663937,0.020569377,0.0008968365,0.0040906607,0.00018826628],"about_ca_topic_score_codex":0.0000013877197,"about_ca_topic_score_gemma":0.0000034697118,"teacher_disagreement_score":0.4825163,"about_ca_system_score_codex":0.00001773026,"about_ca_system_score_gemma":0.000025590738,"threshold_uncertainty_score":0.306852},"labels":[],"label_agreement":null},{"id":"W2005858093","doi":"10.1016/j.jfluidstructs.2012.08.012","title":"Influence of heat transfer on the aerodynamic performance of a plunging and pitching NACA0012 airfoil at low Reynolds numbers","year":2012,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":17,"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":"Airfoil; Reynolds number; Aerodynamics; Mechanics; Physics; Turbulence","score_opus":0.004573745380297806,"score_gpt":0.1884656412320481,"score_spread":0.18389189585175028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005858093","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":[0.99775267,0.0017998774,0.00012485571,0.000049192575,0.0001534894,0.00004637722,0.000003569384,0.000005100174,0.00006489911],"genre_scores_gemma":[0.99886787,0.0007217664,0.00030891265,0.000031035328,0.000052241914,4.1183708e-7,2.0656385e-7,0.000010633235,0.0000069430753],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992971,0.000023474737,0.00030085188,0.000049583152,0.00018127587,0.0001477484],"domain_scores_gemma":[0.9997277,0.000058567424,0.000028927041,0.00008548042,0.000032641026,0.0000666694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026439788,0.00011457668,0.00021659666,0.00007517632,0.0000647297,0.000009586008,0.000088507564,0.000071679024,0.000022918943],"category_scores_gemma":[0.000010230953,0.00006710088,0.00005005965,0.000066227956,0.000055002256,0.000137688,0.000015514499,0.00018656418,1.7523477e-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":[0.00012353335,0.000007724791,0.0058551817,0.0003010465,0.00007014228,0.0000011704384,0.0026157084,0.007286724,0.97948414,0.0012275865,0.000054572447,0.0029724413],"study_design_scores_gemma":[0.000878308,0.00046841253,0.18374956,0.00059098157,0.00010269221,0.0002690214,0.00025441937,0.0101031745,0.80264187,0.000524813,0.00015477,0.00026197504],"about_ca_topic_score_codex":0.0000068463537,"about_ca_topic_score_gemma":0.000001688318,"teacher_disagreement_score":0.17789438,"about_ca_system_score_codex":0.000018379236,"about_ca_system_score_gemma":0.000006301963,"threshold_uncertainty_score":0.27362946},"labels":[],"label_agreement":null},{"id":"W2006417464","doi":"10.1016/j.jfluidstructs.2008.01.002","title":"Dynamics of trains and train-like articulated systems travelling in confined fluid—Part 1: Modelling and basic dynamics","year":2008,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":21,"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":"Drag; Mechanics; Instability; Damper; Cylinder; Inviscid flow; Aerodynamic force; Flutter; Classical mechanics; Aerodynamic drag; Dynamics (music); Added mass; Vibration; Physics; Aerodynamics; Engineering; Structural engineering; Mechanical engineering","score_opus":0.016404865503896193,"score_gpt":0.21833157332163206,"score_spread":0.20192670781773586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006417464","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":[0.9578768,0.003736006,0.037852064,0.00005211483,0.0001891073,0.00013802036,0.000054614127,0.000012608366,0.000088667926],"genre_scores_gemma":[0.99270356,0.0059013576,0.0012653827,0.000006424854,0.000051198727,0.0000011937598,0.0000107715305,0.000033907047,0.000026201993],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984063,0.000045205892,0.0007776661,0.00017081706,0.0002954454,0.00030458948],"domain_scores_gemma":[0.999371,0.00009260505,0.00010149696,0.000117732954,0.00013420933,0.00018299193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036590855,0.00023233992,0.0005755176,0.00033499708,0.00008705319,0.00005681868,0.00011133777,0.00017785812,0.0000038987782],"category_scores_gemma":[0.000018176112,0.00020225717,0.00006544374,0.00019196533,0.00023059122,0.00013972509,0.00002453663,0.00040997216,4.472193e-8],"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":[0.00012462292,0.000033070486,0.004265782,0.00047023548,0.00021354968,0.00018185287,0.0021572597,0.9521004,0.017950539,0.019237425,0.00002392569,0.0032413485],"study_design_scores_gemma":[0.0009078245,0.00012568649,0.010614383,0.00010666758,0.000028972781,0.0006178019,0.00049477845,0.9855429,0.000049419945,0.0013095108,0.000011463488,0.00019061472],"about_ca_topic_score_codex":0.000058575868,"about_ca_topic_score_gemma":0.00014956505,"teacher_disagreement_score":0.03658668,"about_ca_system_score_codex":0.00008641098,"about_ca_system_score_gemma":0.00004721453,"threshold_uncertainty_score":0.8247808},"labels":[],"label_agreement":null},{"id":"W2006441288","doi":"10.1016/j.jfluidstructs.2006.10.006","title":"Dynamics of cantilevered pipes conveying fluid. Part 1: Nonlinear equations of three-dimensional motion","year":2006,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":120,"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":"Nonlinear system; Galerkin method; Virtual work; Equations of motion; Cantilever; Discretization; Spring (device); Mathematics; Motion (physics); Mathematical analysis; Classical mechanics; Mechanics; Engineering; Physics; Structural engineering; Finite element method","score_opus":0.008089069962216637,"score_gpt":0.2084550547029209,"score_spread":0.20036598474070424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006441288","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":[0.78005165,0.0005758688,0.21887888,0.00007529415,0.0001638261,0.000032035292,0.00006094366,0.000008459639,0.00015304783],"genre_scores_gemma":[0.99494725,0.000036342357,0.00486757,0.000007632315,0.00009508065,1.9560142e-7,0.000022504288,0.000007702743,0.00001573899],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991075,0.000014738121,0.0005032726,0.000050983883,0.00024770954,0.0000758038],"domain_scores_gemma":[0.9994724,0.0000474759,0.00015290511,0.00006686601,0.00022536634,0.00003499295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012742901,0.00008520001,0.0002450513,0.00014834339,0.00003716111,0.000012541639,0.00005523062,0.000057729692,0.00007417364],"category_scores_gemma":[0.00003524751,0.00006927617,0.000094102084,0.000111030924,0.000049313436,0.0001060422,0.00000876855,0.00008411236,1.3182614e-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":[0.000041755546,0.00003693659,0.011906431,0.00012857326,0.00027629768,0.0000059880604,0.00011430953,0.9154119,0.05018981,0.0146876015,0.00079972803,0.006400701],"study_design_scores_gemma":[0.00033086273,0.00003669567,0.020787122,0.000031954813,0.00008512907,0.000017320272,0.000046344285,0.9714662,0.0030266915,0.004072262,0.000028072118,0.000071378716],"about_ca_topic_score_codex":0.00007516388,"about_ca_topic_score_gemma":0.00027193277,"teacher_disagreement_score":0.21489558,"about_ca_system_score_codex":0.000027583026,"about_ca_system_score_gemma":0.000032072276,"threshold_uncertainty_score":0.28250003},"labels":[],"label_agreement":null},{"id":"W2006610834","doi":"10.1006/jfls.1999.0279","title":"COMPUTATIONAL ANALYSIS OF AEOLIAN CONDUCTOR VIBRATION WITH A STOCKBRIDGE-TYPE DAMPER","year":2000,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Vibration; Conductor; Structural engineering; Damper; Engineering; Mechanics; Physics; Acoustics; Mathematics; Geometry","score_opus":0.005470632472224794,"score_gpt":0.21562784931430276,"score_spread":0.21015721684207797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006610834","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":[0.9832417,0.0003266708,0.016092664,0.000049011807,0.000040694904,0.000021886994,0.000014219808,0.0000069522353,0.0002062502],"genre_scores_gemma":[0.9949775,0.00011016187,0.0047674715,0.00004242187,0.000040533214,1.7686986e-7,0.00001880439,0.0000072005573,0.00003578372],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936885,0.000015437323,0.00030235024,0.00005860787,0.00018966234,0.00006506981],"domain_scores_gemma":[0.99965125,0.00002248583,0.00006249236,0.00006224209,0.00014375891,0.000057784353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006246392,0.00008333967,0.00025591246,0.00027657519,0.000033112774,0.00003581643,0.0000539121,0.00003702974,0.0007306948],"category_scores_gemma":[0.000005326998,0.000060602335,0.00008245268,0.0004259407,0.00003737496,0.00013960233,0.0000028981465,0.00007572462,3.4451688e-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":[0.00006550044,0.000007822823,0.0024921824,0.000013096049,0.0012703603,0.0000031418226,0.00028434402,0.9858401,0.00561393,0.0013364602,0.00038394632,0.0026891239],"study_design_scores_gemma":[0.00040569052,0.00016820244,0.12382677,0.000010974,0.00074554904,0.00002501864,0.00006982508,0.8729644,0.0007474365,0.00060092326,0.00031763004,0.00011761286],"about_ca_topic_score_codex":0.000008808184,"about_ca_topic_score_gemma":0.000015876623,"teacher_disagreement_score":0.12133459,"about_ca_system_score_codex":0.000011369733,"about_ca_system_score_gemma":0.000023798619,"threshold_uncertainty_score":0.80005956},"labels":[],"label_agreement":null},{"id":"W2008183546","doi":"10.1006/jfls.2001.0382","title":"CROSS-FLOW PAST AN OSCILLATING CIRCULAR CYLINDER: SYNCHRONIZATION PHENOMENA IN THE NEAR WAKE","year":2001,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":58,"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":"Wake; Subharmonic function; Reynolds number; Vortex shedding; Cylinder; Oscillation (cell signaling); Physics; Vortex; Mechanics; Kármán vortex street; Amplitude; Geometry; Turbulence; Optics; Mathematics; Mathematical analysis; Chemistry","score_opus":0.007552449911943271,"score_gpt":0.23386476229322675,"score_spread":0.2263123123812835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008183546","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":[0.9700042,0.00082369486,0.028588334,0.00008906399,0.000113067756,0.000035965357,0.0000025217923,0.000009965605,0.00033316176],"genre_scores_gemma":[0.99782526,0.00030119022,0.0014146492,0.00008867254,0.00034802812,3.7428998e-7,0.000004947603,0.000010987459,0.0000059021554],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992908,0.000035765195,0.00029277545,0.00007061418,0.00019094691,0.0001190762],"domain_scores_gemma":[0.9997095,0.000022691827,0.00005407226,0.00010018119,0.00006381883,0.000049761373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002630447,0.00009483458,0.00014914051,0.00009587349,0.00011685888,0.0002842145,0.00011057431,0.000052532014,0.00006263353],"category_scores_gemma":[0.000019611256,0.000064048414,0.000054515433,0.00020334598,0.000032641034,0.00023074078,0.000007185449,0.00015943544,2.9843085e-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":[0.000011130501,0.000009531028,0.049580384,0.000020455016,0.000054207958,0.000027297272,0.001513632,0.9178755,0.0016280459,0.0006040802,0.00005681477,0.028618898],"study_design_scores_gemma":[0.0002847778,0.000042983153,0.10024319,0.000008756339,0.000017596272,0.00009544632,0.00018844419,0.8976687,0.000012707398,0.00058470503,0.00077157526,0.00008109908],"about_ca_topic_score_codex":0.0000085578495,"about_ca_topic_score_gemma":0.00002271012,"teacher_disagreement_score":0.0506628,"about_ca_system_score_codex":0.000029191593,"about_ca_system_score_gemma":0.0000142502095,"threshold_uncertainty_score":0.2740687},"labels":[],"label_agreement":null},{"id":"W2009067886","doi":"10.1016/j.jfluidstructs.2010.06.004","title":"An investigation into the effects of unsteady parameters on the aerodynamics of a low Reynolds number pitching airfoil","year":2010,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":93,"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":"Airfoil; Reynolds number; Aerodynamics; Aerodynamic center; Lift (data mining); Reduced frequency; Pitching moment; Flapping; Computational fluid dynamics; Mechanics; Lift coefficient; Physics; Mathematics; Control theory (sociology); Angle of attack; Classical mechanics; Computer science; Aerospace engineering; Engineering; Wing","score_opus":0.003658653527547093,"score_gpt":0.2048204439606537,"score_spread":0.20116179043310659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009067886","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":[0.99845666,0.00011534259,0.0004435929,0.00017156437,0.00070318166,0.000070782124,0.000001190102,0.0000057708703,0.000031913358],"genre_scores_gemma":[0.99628013,0.00006701421,0.0035046516,0.000064581596,0.000067276895,7.137988e-7,5.031617e-7,0.000010372841,0.000004723559],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993382,0.00006334391,0.00027602646,0.000054018063,0.00019010199,0.000078326855],"domain_scores_gemma":[0.9994015,0.00020612456,0.0001234027,0.00016329486,0.00005529215,0.000050400347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033284334,0.00009971547,0.00016965996,0.00004874194,0.000059006077,0.000026608399,0.00017363687,0.000092411174,0.0000107762025],"category_scores_gemma":[0.00007504088,0.000047793408,0.000058353635,0.000078129,0.00009038321,0.00006864626,0.000011114809,0.00034059465,1.7244743e-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":[0.000028337516,0.000006531384,0.00061521673,0.00013415085,0.00004976333,0.0000016724414,0.002874806,0.0004295611,0.9721219,0.009431702,0.00013150684,0.01417486],"study_design_scores_gemma":[0.00046341625,0.000507018,0.014922918,0.0001859768,0.00007393032,0.000046724694,0.00035064647,0.010911982,0.9133045,0.05904642,0.000049998536,0.00013644986],"about_ca_topic_score_codex":0.000026673275,"about_ca_topic_score_gemma":0.000018379138,"teacher_disagreement_score":0.05881737,"about_ca_system_score_codex":0.000006932285,"about_ca_system_score_gemma":0.000013074388,"threshold_uncertainty_score":0.19489586},"labels":[],"label_agreement":null},{"id":"W2009429765","doi":"10.1006/jfls.1999.0259","title":"FLOW PERIODICITY AND ACOUSTIC RESONANCE IN PARALLEL TRIANGLE TUBE BUNDLES","year":2000,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Strouhal number; Reynolds number; Vortex shedding; Vortex; Vorticity; Physics; Acoustic resonance; Mechanics; Acoustics; Flow (mathematics); Resonance (particle physics); Instability; Mathematics; Turbulence; Atomic physics","score_opus":0.005518561894338539,"score_gpt":0.20613041035897944,"score_spread":0.20061184846464092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009429765","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":[0.98841625,0.00898988,0.002185526,0.00009613214,0.000055240667,0.00002638103,0.0000067760775,0.0000075758057,0.0002162478],"genre_scores_gemma":[0.99275225,0.0041216267,0.0029275282,0.000050200244,0.000075120544,4.3331758e-7,9.016279e-7,0.0000072074686,0.00006469803],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994444,0.000017639786,0.00027223708,0.000065176675,0.00010213847,0.000098395365],"domain_scores_gemma":[0.99981487,0.000024344226,0.000021363541,0.00005440207,0.000021332346,0.00006368473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010688809,0.000088828805,0.00022767835,0.00010074773,0.00004242947,0.000067856876,0.000051152187,0.000052098123,0.0001703818],"category_scores_gemma":[0.000017651522,0.00006890015,0.00004536768,0.00008938959,0.000034743178,0.000111942536,0.0000052352357,0.00013356835,3.4112927e-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":[0.00033553893,0.00003837141,0.012904175,0.00012687249,0.00017213772,0.00011894471,0.0020694274,0.6965666,0.017532125,0.0014405883,0.0028469497,0.2658483],"study_design_scores_gemma":[0.00085368444,0.00007925819,0.14274941,0.000031024458,0.000031302505,0.00009006483,0.000081351944,0.8525879,0.00007496398,0.0015061065,0.0017888588,0.00012608207],"about_ca_topic_score_codex":0.0000124347125,"about_ca_topic_score_gemma":0.000070241986,"teacher_disagreement_score":0.26572224,"about_ca_system_score_codex":0.000015045534,"about_ca_system_score_gemma":0.0000111578065,"threshold_uncertainty_score":0.28096667},"labels":[],"label_agreement":null},{"id":"W2009736226","doi":"10.1016/j.jfluidstructs.2013.03.003","title":"Vibrations and stability of a periodically supported rectangular plate immersed in axial flow","year":2013,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":29,"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; Polytechnique Montréal","funders":"","keywords":"Galerkin method; Instability; Mathematics; Vibration; Eigenvalues and eigenvectors; Discretization; Potential flow; Mathematical analysis; Perturbation (astronomy); Aspect ratio (aeronautics); Velocity potential; Flow (mathematics); Mechanics; Geometry; Physics; Boundary value problem; Nonlinear system; Acoustics","score_opus":0.005386640404721675,"score_gpt":0.20173061332513037,"score_spread":0.1963439729204087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009736226","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":[0.98635846,0.00028917007,0.013042334,0.00010831208,0.000048786544,0.000044781238,0.0000067186625,0.0000049529062,0.000096488395],"genre_scores_gemma":[0.99530256,0.00010688725,0.004538594,0.00001748115,0.000024446947,5.8705405e-7,0.0000023086661,0.000004495917,0.0000026542073],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994033,0.000023480135,0.00034696455,0.00005158033,0.00010265116,0.000072017654],"domain_scores_gemma":[0.9997504,0.000021705404,0.000049856735,0.00005375589,0.00005858416,0.00006572975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009746692,0.00006832683,0.0002027515,0.00011002619,0.000024935323,0.000034350134,0.000036477686,0.000053733856,0.00038358773],"category_scores_gemma":[0.000036883706,0.000052135852,0.000044529646,0.00008903359,0.00005105475,0.00015877339,0.0000074142235,0.00010820521,1.4988926e-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":[0.00012300954,0.000049242586,0.06665251,0.00019397223,0.00039856913,0.000027122778,0.0067133685,0.01778054,0.87675387,0.00092430384,0.0008252826,0.029558215],"study_design_scores_gemma":[0.0010044795,0.00013340104,0.37657264,0.000023009807,0.000057153142,0.0000549944,0.00092682533,0.61258316,0.005818551,0.002614943,0.00006468603,0.00014616182],"about_ca_topic_score_codex":0.00002638225,"about_ca_topic_score_gemma":0.00004227903,"teacher_disagreement_score":0.8709353,"about_ca_system_score_codex":0.00001128535,"about_ca_system_score_gemma":0.000023198032,"threshold_uncertainty_score":0.42000166},"labels":[],"label_agreement":null},{"id":"W2013610055","doi":"10.1006/jfls.2000.0324","title":"NONLINEAR FLUID FORCES IN CYLINDRICAL SQUEEZE FILMS. PART I: SHORT AND LONG LENGTHS","year":2001,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":12,"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 New Brunswick; Atomic Energy (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cylinder; Eccentricity (behavior); Nonlinear system; Position (finance); Mechanics; Mathematical analysis; Mathematics; Function (biology); Physics; Classical mechanics; Geometry","score_opus":0.009291794739121376,"score_gpt":0.24399907462358444,"score_spread":0.23470727988446308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013610055","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":[0.9884337,0.007900276,0.002702558,0.00026154832,0.00021674517,0.000043496893,0.000004601687,0.0000086623395,0.00042838926],"genre_scores_gemma":[0.99228126,0.004542804,0.0025708373,0.00011298903,0.00030634273,0.0000010776057,0.000002597015,0.000011774622,0.000170336],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990232,0.000021629896,0.00043823925,0.0001424402,0.00014659899,0.00022789119],"domain_scores_gemma":[0.9995887,0.0001223835,0.000048865273,0.00007983506,0.00005761033,0.00010259841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017076705,0.00016143978,0.0003714019,0.00011439606,0.000073872645,0.000023925562,0.00010117525,0.0001546392,0.00008370075],"category_scores_gemma":[0.00013622061,0.000119530494,0.00006595401,0.00008746914,0.00013603599,0.00012807053,0.00006206483,0.00038026282,3.070937e-7],"study_design_candidate":"observational","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":[0.0015484772,0.00023809684,0.7147917,0.00030187052,0.0008813189,0.002017974,0.0026716702,0.00603004,0.19982581,0.033623196,0.0042189,0.03385092],"study_design_scores_gemma":[0.004821286,0.0013779342,0.3645219,0.00038106137,0.0002735847,0.005269469,0.0008315554,0.60081315,0.0072720805,0.006514175,0.0066734315,0.0012504174],"about_ca_topic_score_codex":0.0000066065663,"about_ca_topic_score_gemma":0.000020105956,"teacher_disagreement_score":0.59478307,"about_ca_system_score_codex":0.000015494448,"about_ca_system_score_gemma":0.000014641011,"threshold_uncertainty_score":0.48743123},"labels":[],"label_agreement":null},{"id":"W2014019255","doi":"10.1016/s0889-9746(03)00074-4","title":"Random binary (coalescence) flutter of a two-dimensional linear airfoil","year":2003,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":45,"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; Royal Military College of Canada","funders":"","keywords":"Flutter; Airfoil; Aeroelasticity; Turbulence; Physics; Aerodynamics; Lyapunov exponent; Mathematics; Classical mechanics; Mechanics; Mathematical analysis; Nonlinear system","score_opus":0.0117996797461626,"score_gpt":0.2507961373061661,"score_spread":0.2389964575600035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014019255","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":[0.9935175,0.0032849398,0.002347957,0.00004636295,0.0002555768,0.0000536638,0.0000065176528,0.00000808899,0.00047935487],"genre_scores_gemma":[0.99052584,0.0001006383,0.009114322,0.000034221317,0.00016431938,4.0065876e-7,4.832917e-7,0.000015788368,0.000043968455],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900717,0.00004755694,0.00036439867,0.00007150296,0.00032969425,0.0001797113],"domain_scores_gemma":[0.99950445,0.00009962837,0.00005675929,0.00009025766,0.00013232343,0.00011656524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029580688,0.00011833753,0.00028672122,0.00014651779,0.00003860671,0.00001369528,0.00010166501,0.000051118488,0.00016853158],"category_scores_gemma":[0.00008194309,0.000084568295,0.00007921216,0.00009310573,0.000088156026,0.000082603605,0.000019391218,0.00026946238,0.0000010299096],"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":[0.00027911962,0.00003524513,0.0019110575,0.00021728437,0.00025460616,0.00012560806,0.0004101777,0.15320389,0.8348666,0.0009358898,0.005673655,0.0020868648],"study_design_scores_gemma":[0.04872362,0.0035070968,0.07006806,0.0010974385,0.0006934567,0.006123392,0.0011473486,0.32648373,0.45931765,0.07397962,0.006493887,0.002364691],"about_ca_topic_score_codex":0.0000030600222,"about_ca_topic_score_gemma":3.8291367e-7,"teacher_disagreement_score":0.37554896,"about_ca_system_score_codex":0.000023765706,"about_ca_system_score_gemma":0.000049096714,"threshold_uncertainty_score":0.3448595},"labels":[],"label_agreement":null},{"id":"W2018132932","doi":"10.1016/j.jfluidstructs.2014.06.024","title":"Detached eddy simulation of flow past an isolated inclined solar panel","year":2014,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":49,"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 Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vortex shedding; Wake; Vortex; Vorticity; Detached eddy simulation; Mechanics; Large eddy simulation; Turbulence; Flow (mathematics); Physics; Wind speed; Meteorology; Reynolds-averaged Navier–Stokes equations; Reynolds number","score_opus":0.0128351107637712,"score_gpt":0.24183701473555255,"score_spread":0.22900190397178136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018132932","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":[0.99068505,0.00009549958,0.0088785775,0.00009373713,0.00010751412,0.000032134285,0.0000027215208,0.000004233034,0.00010053552],"genre_scores_gemma":[0.99664795,0.000023113507,0.0030180723,0.00007594439,0.0002104306,1.3182162e-7,0.0000010529228,0.000005580517,0.000017706547],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99923533,0.000055177734,0.00030710662,0.000090883754,0.00020434654,0.00010714171],"domain_scores_gemma":[0.99961084,0.000048523194,0.00015729028,0.00008024457,0.000027310532,0.00007579712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021839331,0.00009483592,0.00021642107,0.000033646003,0.000102070306,0.000018670555,0.00009961699,0.000052760377,0.00012455421],"category_scores_gemma":[0.00005139329,0.00006275656,0.00005355235,0.00006306639,0.00009245757,0.00019497388,0.000048363443,0.00010113473,9.831502e-7],"study_design_candidate":"observational","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":[0.0004270463,0.00013823739,0.21491753,0.000045448192,0.00014461922,0.000011547923,0.003919039,0.27176097,0.2864133,0.00007912427,0.0009679059,0.22117522],"study_design_scores_gemma":[0.0010730182,0.0009855367,0.74989784,0.000024473084,0.00006735935,0.000029164255,0.0002262376,0.23825045,0.0034229513,0.0041546198,0.0016842382,0.00018409156],"about_ca_topic_score_codex":0.000012878939,"about_ca_topic_score_gemma":0.000008300648,"teacher_disagreement_score":0.53498036,"about_ca_system_score_codex":0.000011310233,"about_ca_system_score_gemma":0.0000038812905,"threshold_uncertainty_score":0.25591382},"labels":[],"label_agreement":null},{"id":"W2019450211","doi":"10.1016/j.jfluidstructs.2003.08.018","title":"Aeroacoustical coupling in a ducted shallow cavity and fluid/structure effects on a steam line","year":2003,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":57,"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":"Atomic Energy of Canada Limited","keywords":"Mechanics; Piping; Acoustics; Boundary layer; Duct (anatomy); Aeroacoustics; Physics; Engineering; Sound pressure; Mechanical engineering","score_opus":0.0048373051518645835,"score_gpt":0.21130379430714266,"score_spread":0.20646648915527807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019450211","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":[0.993934,0.0027813432,0.0024890208,0.000025050134,0.00057247607,0.00008763053,0.000013121526,0.000015635978,0.000081753664],"genre_scores_gemma":[0.995874,0.0006334687,0.0031954008,0.000047884398,0.0002159077,6.5560016e-7,0.0000013237503,0.000025310916,0.0000060466277],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990438,0.000025043646,0.00035368672,0.00014089065,0.0002076993,0.00022886854],"domain_scores_gemma":[0.9994867,0.00015471567,0.000049884355,0.00010614156,0.00005898549,0.00014357782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018638608,0.00021408597,0.00037385552,0.00014611804,0.000058967722,0.000057801266,0.00008174889,0.00016615956,0.00001437087],"category_scores_gemma":[0.0002123668,0.0001643843,0.000045177283,0.000113340364,0.000050998373,0.00006713075,0.000016530214,0.00055798463,1.1331624e-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":[0.0001802528,0.00005363283,0.007232185,0.00081338396,0.00020945541,0.0005563266,0.0004961275,0.5360462,0.43564138,0.007438685,0.00047534058,0.010857025],"study_design_scores_gemma":[0.0037653334,0.00093702436,0.085530594,0.0004624448,0.00018788398,0.0010405498,0.00020081252,0.8746107,0.010922005,0.021146595,0.00042474928,0.00077127776],"about_ca_topic_score_codex":0.0000025783374,"about_ca_topic_score_gemma":0.000015602514,"teacher_disagreement_score":0.42471936,"about_ca_system_score_codex":0.00004767625,"about_ca_system_score_gemma":0.000023138778,"threshold_uncertainty_score":0.6703397},"labels":[],"label_agreement":null},{"id":"W2021135273","doi":"10.1016/j.jfluidstructs.2013.09.010","title":"An investigation into vortex growth and stabilization for two-dimensional plunging and flapping plates with varying sweep","year":2013,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":61,"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":"Air Force Office of Scientific Research; U.S. Air Force","keywords":"Vortex; Vorticity; Flapping; Mechanics; Particle image velocimetry; Physics; Flow (mathematics); Kinematics; Classical mechanics; Materials science; Geometry; Mathematics; Turbulence; Wing; Thermodynamics","score_opus":0.0060881638339919915,"score_gpt":0.20509178164696984,"score_spread":0.19900361781297785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021135273","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":[0.9887969,0.0011473771,0.009721554,0.00009960279,0.000096131844,0.00011643715,0.0000012178981,0.000014413939,0.000006348521],"genre_scores_gemma":[0.9552184,0.000043254462,0.044590656,0.000039719176,0.00008839912,0.0000021445057,0.000003171078,0.000012884123,0.0000014115684],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99949706,0.000014735782,0.00020130344,0.000088676155,0.00010298373,0.00009525699],"domain_scores_gemma":[0.99966675,0.000049585913,0.00005500622,0.0000371247,0.000083371706,0.000108149994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011228587,0.00010612578,0.00014771483,0.000105227344,0.000112575166,0.00010512116,0.000031563508,0.000051883948,0.000009559976],"category_scores_gemma":[0.000012984243,0.00007256504,0.000012745784,0.000050036342,0.00003835203,0.00036526535,0.000009111081,0.00008236243,3.956488e-8],"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":[0.000031599277,0.000002028497,0.001768901,0.00015956421,0.000041558287,0.000001246283,0.001357886,0.0017074309,0.9816242,0.0015510983,0.000030821346,0.011723654],"study_design_scores_gemma":[0.002371068,0.0008640846,0.023864182,0.00025856492,0.00012770684,0.0002948074,0.00048551674,0.4036703,0.40203232,0.16557871,0.0000145700815,0.0004381609],"about_ca_topic_score_codex":0.00002493025,"about_ca_topic_score_gemma":0.0000029095054,"teacher_disagreement_score":0.57959193,"about_ca_system_score_codex":0.000007705998,"about_ca_system_score_gemma":0.000009998677,"threshold_uncertainty_score":0.29591164},"labels":[],"label_agreement":null},{"id":"W2021144295","doi":"10.1016/j.jfluidstructs.2007.10.013","title":"Free-stream turbulence effects on vortex-induced vibration and flow-induced force of an elastic cylinder","year":2008,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Turbulence; Vortex shedding; Mechanics; Vortex-induced vibration; Physics; Reynolds number; Turbulence kinetic energy; Cylinder; Vortex; Vibration; K-epsilon turbulence model; Geometry; Acoustics; Mathematics","score_opus":0.00757142700994904,"score_gpt":0.21346432120487824,"score_spread":0.2058928941949292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021144295","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":[0.9903467,0.00031294665,0.0089951325,0.000031473595,0.00016636561,0.0000540267,0.0000059876547,0.000012876488,0.00007444979],"genre_scores_gemma":[0.997054,0.00022124848,0.0025350505,0.00003737276,0.00012758693,6.0191627e-7,0.000002883493,0.000014270223,0.0000070325746],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991845,0.00003092494,0.00034262554,0.00010529834,0.00022578042,0.00011086495],"domain_scores_gemma":[0.9995021,0.000071563765,0.00009034451,0.00013747296,0.00008117378,0.00011734713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000842196,0.00014675086,0.0002813122,0.00018003228,0.00007731256,0.000033795186,0.00009364292,0.000096873206,0.000010767217],"category_scores_gemma":[0.000054331987,0.000113381626,0.00006578951,0.0001059158,0.000024893641,0.00022441868,0.00001274902,0.00017231866,1.3082548e-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":[0.00014103882,0.000036684665,0.0006246763,0.00016082445,0.00026819305,0.000056846922,0.0010060829,0.052799433,0.9065051,0.0016738168,0.00012615912,0.03660113],"study_design_scores_gemma":[0.0010765251,0.000891163,0.08565791,0.00006901897,0.00009774712,0.0001726101,0.00006149666,0.8069845,0.1026515,0.0021266618,0.000008332835,0.00020254427],"about_ca_topic_score_codex":0.000007420996,"about_ca_topic_score_gemma":0.000008606069,"teacher_disagreement_score":0.80385363,"about_ca_system_score_codex":0.00001548033,"about_ca_system_score_gemma":0.00002196408,"threshold_uncertainty_score":0.46235684},"labels":[],"label_agreement":null},{"id":"W2026052531","doi":"10.1016/j.jfluidstructs.2014.07.004","title":"On the possibility of shock-induced cavitation in submerged cylindrical shell systems","year":2014,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics Simulations and Interactions","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":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Cavitation; Shell (structure); Mechanics; Shock (circulatory); Shock wave; Context (archaeology); Fluid–structure interaction; Materials science; Physics; Structural engineering; Engineering; Geology; Finite element method; Composite material","score_opus":0.00993614401298622,"score_gpt":0.23599926180614675,"score_spread":0.22606311779316052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026052531","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":[0.9971592,0.0001164926,0.0015059966,0.000050534465,0.0003060438,0.00005214203,0.000003359499,0.0000040241503,0.0008022094],"genre_scores_gemma":[0.999772,0.000016223998,0.00012638392,0.000010096905,0.000060302682,6.6789346e-7,6.5068184e-7,0.000005642598,0.000007993396],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993679,0.00005284951,0.00034835326,0.000045886427,0.00011734642,0.000067643974],"domain_scores_gemma":[0.99957514,0.00017252081,0.000056684155,0.00008896418,0.00007699732,0.000029693534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002338589,0.000065287764,0.00014858936,0.00013235382,0.000031642823,0.000023607934,0.000060477956,0.00004791217,0.000011875926],"category_scores_gemma":[0.0001285418,0.00004008794,0.00004482161,0.00010276119,0.000015459616,0.00007251661,0.0000048445463,0.00018935489,2.3045419e-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":[0.00008883287,0.00004872491,0.008424233,0.00008805092,0.00007958767,0.000002541829,0.0007586216,0.62938994,0.22302353,0.134059,0.0005078998,0.0035290068],"study_design_scores_gemma":[0.0003328063,0.00019076763,0.19489421,0.000051808307,0.000014473432,0.000019628515,0.00024434587,0.7987985,0.0012305818,0.004087395,0.00006105799,0.00007444101],"about_ca_topic_score_codex":0.000027298878,"about_ca_topic_score_gemma":0.000018448776,"teacher_disagreement_score":0.22179295,"about_ca_system_score_codex":0.00003310083,"about_ca_system_score_gemma":0.000008683935,"threshold_uncertainty_score":0.16347387},"labels":[],"label_agreement":null},{"id":"W2026340469","doi":"10.1016/j.jfluidstructs.2012.09.003","title":"Non-stationary radiation by a cylindrical shell: Numerical modeling using the Reissner–Mindlin theory","year":2012,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Shell (structure); Impulse (physics); Context (archaeology); Shell theory; Field (mathematics); Focus (optics); Classical mechanics; Physics; Mechanics; Geometry; Engineering; Mathematics; Mechanical engineering; Optics","score_opus":0.015948118325236845,"score_gpt":0.26741887115732993,"score_spread":0.2514707528320931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026340469","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":[0.61950785,0.00522103,0.37482473,0.000060660408,0.00019681598,0.000051528023,0.0000050883987,0.000006949583,0.0001253464],"genre_scores_gemma":[0.9947982,0.00016659185,0.0043503363,0.000041396994,0.0006093036,7.69886e-7,0.0000018834135,0.000019947665,0.000011564064],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990681,0.00005509271,0.0002923123,0.00005713903,0.00029911048,0.00022825332],"domain_scores_gemma":[0.99953765,0.0001410196,0.00004745823,0.00008035832,0.00006187858,0.00013161033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048057805,0.00010618643,0.00015926699,0.00007600987,0.000105886065,0.00004281759,0.00011699738,0.00006412053,0.00004639215],"category_scores_gemma":[0.00006236033,0.000066640445,0.000049175906,0.000093363065,0.00003837056,0.0002035813,0.00002326056,0.0003505576,6.646586e-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":[0.00016821364,0.000042338757,0.002225805,0.000074390075,0.00027927803,0.000011864066,0.0039915014,0.82649815,0.11928845,0.002674482,0.0035514666,0.041194078],"study_design_scores_gemma":[0.0002617951,0.00004205086,0.0015859905,0.00001083642,0.000039514198,0.00013314399,0.0004896516,0.9919191,0.0007203056,0.0044952366,0.00019978522,0.00010257875],"about_ca_topic_score_codex":0.0000036275717,"about_ca_topic_score_gemma":4.1481293e-8,"teacher_disagreement_score":0.37529036,"about_ca_system_score_codex":0.00006929891,"about_ca_system_score_gemma":0.000028253467,"threshold_uncertainty_score":0.27175185},"labels":[],"label_agreement":null},{"id":"W2027056704","doi":"10.1006/jfls.2000.0325","title":"NONLINEAR FLUID FORCES IN CYLINDRICAL SQUEEZE FILMS. PART II: FINITE LENGTH","year":2001,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Atomic Energy (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nonlinear system; Materials science; Mechanics; Finite element method; Geometry; Structural engineering; Mathematics; Physics; Engineering","score_opus":0.008985082137845584,"score_gpt":0.22179678655146057,"score_spread":0.212811704413615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027056704","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":[0.99310714,0.0032993183,0.002439866,0.00017686746,0.00044897734,0.000036324607,0.000004386858,0.00003901427,0.00044809605],"genre_scores_gemma":[0.9951132,0.0015963598,0.0028800422,0.000048458685,0.00031295975,0.0000010083936,0.0000026285113,0.00001618504,0.00002916519],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992802,0.000014473823,0.00035556545,0.000072991854,0.0001062557,0.00017046937],"domain_scores_gemma":[0.99969846,0.0000736418,0.000038411974,0.00007648024,0.00003391683,0.000079105776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011802591,0.00011793748,0.00022090384,0.00016709643,0.00004068054,0.000017574897,0.000100927944,0.00011227486,0.00009484845],"category_scores_gemma":[0.00006151083,0.00009570743,0.000054149936,0.00013691165,0.000031999785,0.0001365563,0.000015807092,0.0003024561,5.946572e-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":[0.00037447218,0.00014531428,0.03976362,0.0002128371,0.0004326332,0.00062383234,0.0033509615,0.82116306,0.049584128,0.0059701293,0.022278668,0.056100342],"study_design_scores_gemma":[0.0043842373,0.0011012037,0.18337874,0.000212868,0.00011575478,0.0019960848,0.00039041808,0.39393458,0.013979701,0.0041767447,0.39530995,0.0010196889],"about_ca_topic_score_codex":0.0000023809698,"about_ca_topic_score_gemma":0.0000046192126,"teacher_disagreement_score":0.42722848,"about_ca_system_score_codex":0.000015275482,"about_ca_system_score_gemma":0.00001238233,"threshold_uncertainty_score":0.39028355},"labels":[],"label_agreement":null},{"id":"W2031044806","doi":"10.1016/j.jfluidstructs.2012.04.011","title":"Turbulence modeling of deep dynamic stall at relatively low Reynolds number","year":2012,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":185,"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":"China Scholarship Council; McGill University","keywords":"Airfoil; Stall (fluid mechanics); Turbulence; Reynolds number; Mechanics; Boundary layer; Physics; Angle of attack; Chord (peer-to-peer); Flow separation; Aerodynamics; Computer science","score_opus":0.005922134122052797,"score_gpt":0.21303970996975113,"score_spread":0.20711757584769833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031044806","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":[0.9825681,0.006109075,0.010005313,0.00001650722,0.00049012614,0.000043930344,0.00001189274,0.000013965281,0.00074111734],"genre_scores_gemma":[0.99442846,0.0010079062,0.004379524,0.000012637926,0.000105326406,4.3033407e-7,0.0000018842077,0.00002419659,0.000039622075],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99897933,0.00001833771,0.00045404487,0.000075353455,0.00023458207,0.00023832565],"domain_scores_gemma":[0.9995336,0.000033267766,0.00009437951,0.0001139759,0.000088923545,0.00013586589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017269087,0.00016397721,0.00029287345,0.000084961175,0.000049944512,0.000018328485,0.00012078431,0.000109888504,0.00008199869],"category_scores_gemma":[0.00002197951,0.0001274577,0.00010506272,0.00007540313,0.000040492272,0.00026382113,0.000040679093,0.00023610843,0.0000014550586],"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":[0.00012029444,0.000039698276,0.010567934,0.00031930875,0.00031580564,0.000019782106,0.0026814959,0.92768866,0.046575375,0.004877578,0.000318638,0.0064754393],"study_design_scores_gemma":[0.00036515697,0.000044676763,0.01169798,0.00006390361,0.00004218794,0.00018867984,0.00003893096,0.98476326,0.00038215995,0.0021352149,0.00011724542,0.00016060454],"about_ca_topic_score_codex":0.000004551634,"about_ca_topic_score_gemma":0.000003935156,"teacher_disagreement_score":0.05707461,"about_ca_system_score_codex":0.00007329755,"about_ca_system_score_gemma":0.000009581172,"threshold_uncertainty_score":0.5197574},"labels":[],"label_agreement":null},{"id":"W2032760397","doi":"10.1016/j.jfluidstructs.2004.09.004","title":"A reappraisal of why aspirating pipes do not flutter at infinitesimal flow","year":2005,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":55,"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":"Flutter; Infinitesimal; Flow (mathematics); Work (physics); Mathematics; Newtonian fluid; Mechanics; Calculus (dental); Mathematical analysis; Classical mechanics; Engineering; Geometry; Physics; Aerodynamics; Mechanical engineering","score_opus":0.010374004995955144,"score_gpt":0.23656417558851547,"score_spread":0.22619017059256033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032760397","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":[0.9958283,0.0012160165,0.0016404326,0.00011075374,0.00025787388,0.00003728572,0.000016130045,0.000019790461,0.00087345677],"genre_scores_gemma":[0.97955126,0.00007904265,0.019749207,0.0001454877,0.0004423231,6.231106e-7,7.7596803e-7,0.000021301894,0.0000099752315],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988633,0.000027415252,0.0005571459,0.000088511944,0.00026274245,0.00020093127],"domain_scores_gemma":[0.999469,0.00010931998,0.00009824144,0.00013237285,0.00009182507,0.00009925108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023182941,0.00015476423,0.00029740322,0.00012582673,0.000051906463,0.000043605218,0.00014369428,0.00009170433,0.00007915809],"category_scores_gemma":[0.000106717125,0.00012564608,0.00009443026,0.00008462473,0.00006757178,0.00021191446,0.000042828084,0.00023751527,0.0000013280941],"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":[0.00010954076,0.000016510043,0.006074754,0.00008659045,0.00015302823,0.000025599564,0.0013011878,0.09200929,0.85239786,0.0015433445,0.0037596037,0.04252268],"study_design_scores_gemma":[0.0025608512,0.00047354365,0.051712397,0.00016466848,0.00014710345,0.0008057271,0.00013173165,0.77468044,0.15048419,0.0013583797,0.016886353,0.0005946032],"about_ca_topic_score_codex":0.0000022329023,"about_ca_topic_score_gemma":0.00000886219,"teacher_disagreement_score":0.7019137,"about_ca_system_score_codex":0.000029288321,"about_ca_system_score_gemma":0.0000142971485,"threshold_uncertainty_score":0.5123699},"labels":[],"label_agreement":null},{"id":"W2035122284","doi":"10.1016/j.jfluidstructs.2005.09.007","title":"Fluid–structure interaction modelling of nonlinear aeroelastic structures using the finite element corotational theory","year":2005,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Aeroelasticity; Finite element method; Nonlinear system; Fluid–structure interaction; Newmark-beta method; Mathematics; Structural engineering; Aerodynamics; Engineering; Mechanics; Physics","score_opus":0.013916139489590723,"score_gpt":0.24191069903052734,"score_spread":0.22799455954093661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035122284","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":[0.6327543,0.0009407753,0.36591783,0.00004934042,0.0002366076,0.000044512017,0.000026309552,0.0000068373965,0.000023462842],"genre_scores_gemma":[0.9680405,0.0002531338,0.031213567,0.00006169016,0.00039957688,3.1253433e-7,0.000007654472,0.000016544744,0.000006981313],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988633,0.00004878469,0.0005851507,0.00008766103,0.00028831812,0.00012679806],"domain_scores_gemma":[0.9993251,0.00014631823,0.00018413812,0.00011030068,0.0001758745,0.000058301084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017563674,0.00016092505,0.00024937565,0.0001828158,0.00010649754,0.00006948455,0.00013346966,0.000069914,0.00017757353],"category_scores_gemma":[0.000035101068,0.00010361236,0.0001218876,0.00012725864,0.000060146966,0.00021463158,0.000018527378,0.00025644063,1.4795637e-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":[0.000056461406,0.000004436892,0.000099630284,0.000023937753,0.00018228723,0.0000010902943,0.00042861118,0.96555644,0.023939293,0.00570693,0.000056813886,0.0039440715],"study_design_scores_gemma":[0.00028827926,0.000052192747,0.00042317773,0.000026857662,0.00012780805,0.00006735441,0.0002622487,0.9866025,0.0050384416,0.0067248396,0.00028328077,0.000103017344],"about_ca_topic_score_codex":0.000004855166,"about_ca_topic_score_gemma":0.000009542629,"teacher_disagreement_score":0.33528623,"about_ca_system_score_codex":0.00004532092,"about_ca_system_score_gemma":0.00003198321,"threshold_uncertainty_score":0.42251894},"labels":[],"label_agreement":null},{"id":"W2035146531","doi":"10.1016/j.jfluidstructs.2012.06.002","title":"Self-excited oscillations of a high-speed impinging planar jet","year":2012,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerodynamics and Acoustics in Jet Flows","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":"McMaster University","funders":"","keywords":"Jet (fluid); Particle image velocimetry; Mechanics; Nozzle; Planar; Dimensionless quantity; Acoustics; Physics; Aeroacoustics; Rotational symmetry; Flow (mathematics); Optics; Materials science; Sound pressure; Turbulence","score_opus":0.006185827991421457,"score_gpt":0.21225398886941507,"score_spread":0.20606816087799362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035146531","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":[0.98790044,0.0016363433,0.009474926,0.00002619681,0.0005884513,0.000029728453,0.000019568717,0.000018622904,0.00030572677],"genre_scores_gemma":[0.9871366,0.00032417462,0.012160657,0.000011600259,0.00034777928,9.8898404e-8,0.0000016985501,0.000012986731,0.0000044288113],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99937636,0.000009391112,0.00029153196,0.00003701001,0.00013648388,0.00014923724],"domain_scores_gemma":[0.99965703,0.000045623794,0.00007757811,0.00006987342,0.000063377745,0.00008653972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012983824,0.00009551826,0.00020451298,0.000118648015,0.000045364446,0.000018982764,0.00007233385,0.00005944435,0.000018389823],"category_scores_gemma":[0.000024661183,0.0000725281,0.00005077185,0.00008385685,0.000020895699,0.00011194255,0.000010988198,0.0001487155,1.8752195e-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":[0.000111489266,0.00013615366,0.08279267,0.0011386205,0.0019035797,0.000050304196,0.0085651325,0.2316027,0.52899086,0.12074689,0.009022957,0.014938669],"study_design_scores_gemma":[0.0024832976,0.00036665323,0.48951203,0.00024595397,0.0005456573,0.0009075501,0.00076101726,0.46716666,0.007209392,0.021956846,0.0079292115,0.0009157409],"about_ca_topic_score_codex":0.0000038069313,"about_ca_topic_score_gemma":0.0000012755465,"teacher_disagreement_score":0.52178144,"about_ca_system_score_codex":0.00002184578,"about_ca_system_score_gemma":0.000009612236,"threshold_uncertainty_score":0.295761},"labels":[],"label_agreement":null},{"id":"W2036375222","doi":"10.1016/j.jfluidstructs.2011.01.003","title":"Effect of acoustic resonance on the dynamic lift of tube arrays","year":2011,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Lift (data mining); Vortex shedding; Acoustics; Sound pressure; Mechanics; Vortex; Physics; Computer science; Turbulence; Reynolds number","score_opus":0.005513936649888417,"score_gpt":0.20887866626424909,"score_spread":0.20336472961436067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036375222","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":[0.99270564,0.0013066891,0.0053934623,0.000020424623,0.00012474615,0.000036231155,0.000007907835,0.000004215755,0.00040069842],"genre_scores_gemma":[0.99916303,0.00039707174,0.0003783072,0.000014835476,0.000024853101,3.5525062e-7,3.5020275e-7,0.000008226513,0.0000129552245],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994169,0.000030281974,0.00029310797,0.00004416184,0.00014535991,0.00007020712],"domain_scores_gemma":[0.9996104,0.00010806319,0.00008574866,0.00010957508,0.00005375469,0.000032404976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021714241,0.000088574336,0.00023785056,0.000090663416,0.00002484657,0.000008318943,0.00011140526,0.000042036696,0.000056150013],"category_scores_gemma":[0.00005113622,0.00004855221,0.00010239584,0.00009036706,0.00004838268,0.000040616032,0.00000816061,0.00012544685,1.8400453e-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":[0.0009447724,0.00005823398,0.0053191516,0.00073137286,0.0010249052,0.00003095682,0.0034320834,0.08307267,0.82575715,0.027602214,0.0018713769,0.05015511],"study_design_scores_gemma":[0.0011638317,0.0024800363,0.098728254,0.00026850306,0.0004148319,0.00006931991,0.00019249454,0.7492638,0.1409437,0.0060134404,0.00017338684,0.0002883589],"about_ca_topic_score_codex":0.000004918721,"about_ca_topic_score_gemma":0.000005592648,"teacher_disagreement_score":0.68481344,"about_ca_system_score_codex":0.000008520775,"about_ca_system_score_gemma":0.000006955357,"threshold_uncertainty_score":0.19799016},"labels":[],"label_agreement":null},{"id":"W2036407232","doi":"10.1016/j.jfluidstructs.2015.01.001","title":"Virtual testing for modal and damping ratio identification of submerged structures using the PolyMAX algorithm with two-way fluid–structure Interactions","year":2015,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Vibration; Modal; Cantilever; Fluid–structure interaction; Natural frequency; Damping ratio; Modal analysis; Modal testing; Computational fluid dynamics; Acoustics; Boundary value problem; Structural engineering; Engineering; Mechanics; Physics; Mathematics; Finite element method; Materials science; Mathematical analysis","score_opus":0.0363482462412761,"score_gpt":0.3140979648263285,"score_spread":0.27774971858505243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036407232","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":[0.9441221,0.0014012825,0.05329484,0.000038730104,0.0008332825,0.00022460557,0.000041800748,0.000039402,0.000003966803],"genre_scores_gemma":[0.92680776,0.000030670402,0.07248673,0.00001242588,0.0006239666,0.000002955383,0.000002896656,0.000029831204,0.0000027556114],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99868333,0.00004949185,0.00063553866,0.0001416957,0.00028004046,0.00020988118],"domain_scores_gemma":[0.9988191,0.00014924574,0.00031818802,0.00016208766,0.0004218504,0.0001295368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026528668,0.00021689676,0.000326448,0.00018416462,0.00020294044,0.000106661915,0.0001647699,0.00008050769,0.000001957086],"category_scores_gemma":[0.00016799089,0.00013779533,0.00004488643,0.00018245346,0.00012632235,0.0003548371,0.00003144706,0.00031101497,8.760193e-9],"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":[0.00023845605,0.0000057274315,0.003655013,0.000204137,0.0002540533,0.0000060002217,0.0029857478,0.03267392,0.76811534,0.0017156728,0.00028438645,0.18986157],"study_design_scores_gemma":[0.0029439651,0.0012181104,0.114471234,0.00038507034,0.0004517317,0.0033522672,0.0033938095,0.41685614,0.4171959,0.038698904,0.00024122253,0.00079164846],"about_ca_topic_score_codex":0.00006511843,"about_ca_topic_score_gemma":0.000010015018,"teacher_disagreement_score":0.3841822,"about_ca_system_score_codex":0.00008303351,"about_ca_system_score_gemma":0.000073082774,"threshold_uncertainty_score":0.5619131},"labels":[],"label_agreement":null},{"id":"W2037479003","doi":"10.1006/jfls.2000.0334","title":"REDUCED-ORDER MODELS OF UNSTEADY VISCOUS FLOWS IN TURBOMACHINERY USING VISCOUS–INVISCID COUPLING","year":2001,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":71,"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":"Inviscid flow; Turbomachinery; Cascade; Flow (mathematics); Mechanics; Degrees of freedom (physics and chemistry); Airfoil; Boundary layer; Coupling (piping); Mathematics; Physics; Mathematical analysis; Thermodynamics; Engineering; Mechanical engineering","score_opus":0.013137210941357055,"score_gpt":0.24151942705901563,"score_spread":0.22838221611765858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037479003","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":[0.9799525,0.003334804,0.015910162,0.000018960427,0.00031327212,0.000062833285,0.000003860918,0.000014946097,0.00038862735],"genre_scores_gemma":[0.9926992,0.0013924551,0.0056384,0.000020415684,0.00021384037,3.9118052e-7,0.0000022599297,0.000025994681,0.000007042892],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989044,0.000012279058,0.0005744429,0.00009672655,0.00021702936,0.00019509722],"domain_scores_gemma":[0.9995866,0.000021391475,0.00012542143,0.00010879421,0.00008948116,0.00006832702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018147213,0.00017639306,0.00035451478,0.00030886024,0.00004914319,0.00003760538,0.000115588104,0.0000992176,0.00001740111],"category_scores_gemma":[0.000014138942,0.00013845072,0.00006259887,0.00024465384,0.000031243544,0.00049292506,0.00001916522,0.00027653895,1.06870424e-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":[0.000049604423,0.000010458722,0.0018254757,0.000048066442,0.000031412474,0.000020575895,0.00033790115,0.9370979,0.058446188,0.00010193271,0.000033620698,0.00199687],"study_design_scores_gemma":[0.0005874878,0.00006656385,0.0030785152,0.00010389934,0.000029956704,0.00027796548,0.00011062214,0.9923437,0.0021072775,0.0011137964,0.000028616623,0.0001515533],"about_ca_topic_score_codex":0.000029237794,"about_ca_topic_score_gemma":0.000017280547,"teacher_disagreement_score":0.05633891,"about_ca_system_score_codex":0.0000419394,"about_ca_system_score_gemma":0.00003873986,"threshold_uncertainty_score":0.5645857},"labels":[],"label_agreement":null},{"id":"W2037619232","doi":"10.1016/j.jfluidstructs.2011.04.011","title":"Vortex shedding and acoustic resonance of single and tandem finned cylinders","year":2011,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Vortex shedding; Reynolds number; Acoustic resonance; Resonance (particle physics); Vortex; Cylinder; Sound pressure; Mechanics; Strouhal number; Materials science; Fin; Tandem; Physics; Acoustics; Turbulence; Atomic physics; Geometry; Composite material; Mathematics","score_opus":0.012184048865394688,"score_gpt":0.20355732403239812,"score_spread":0.19137327516700345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037619232","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":[0.98562056,0.005702809,0.008296648,0.00001648084,0.000077498094,0.000019675052,0.0000033315114,0.0000057437032,0.00025722533],"genre_scores_gemma":[0.9954034,0.0011619757,0.0033648398,0.000018578088,0.0000340188,1.2157389e-7,2.8265305e-7,0.000007724437,0.0000090716685],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995034,0.00000964395,0.0002576476,0.0000603246,0.00009109891,0.00007788754],"domain_scores_gemma":[0.9997534,0.000026240865,0.00006141574,0.00004891513,0.00004794838,0.00006204502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000954978,0.000081376726,0.00020026584,0.000100681296,0.00003709655,0.000025907806,0.000039328876,0.000050790277,0.00002983836],"category_scores_gemma":[0.000028102368,0.00006380117,0.00003267033,0.000063044165,0.00005376724,0.000100882084,0.000012256728,0.00008294126,2.4779082e-8],"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":[0.00022149867,0.000052796426,0.057386488,0.0004260838,0.00074509246,0.00007055552,0.00706713,0.008888938,0.8422605,0.017325027,0.000807679,0.06474824],"study_design_scores_gemma":[0.0016693744,0.00057870673,0.5317825,0.00017707769,0.00034700191,0.00028543864,0.0011482416,0.42997438,0.013168044,0.020200588,0.00023346202,0.00043519746],"about_ca_topic_score_codex":0.000005739474,"about_ca_topic_score_gemma":0.000014973899,"teacher_disagreement_score":0.82909244,"about_ca_system_score_codex":0.0000075635135,"about_ca_system_score_gemma":0.0000070290466,"threshold_uncertainty_score":0.26017362},"labels":[],"label_agreement":null},{"id":"W2038150186","doi":"10.1006/jfls.2000.0379","title":"INTERACTION OF A JET-SLOT OSCILLATOR WITH A DEEP CAVITY RESONATOR AND ITS CONTROL","year":2001,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Plasma and Flow Control in Aerodynamics","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Fonds National de la Recherche Luxembourg; McMaster University","keywords":"Oscillation (cell signaling); Physics; Resonator; Instability; Coupling (piping); Jet (fluid); Mechanics; Vackář oscillator; Control theory (sociology); Optics; Materials science; Phase noise; Local oscillator","score_opus":0.0047518499581420785,"score_gpt":0.20056537259064347,"score_spread":0.1958135226325014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038150186","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":[0.9940403,0.0029782539,0.0025480657,0.00004641611,0.00018888754,0.0000514962,0.000009834571,0.0000091663205,0.00012758307],"genre_scores_gemma":[0.9988063,0.00055415975,0.0005031449,0.000023508053,0.00009583677,5.08316e-7,2.6435637e-7,0.000009858902,0.0000064409587],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999449,0.000017427457,0.00023804093,0.00006000581,0.00013079093,0.00010471245],"domain_scores_gemma":[0.9996293,0.00006118768,0.00007937843,0.00004928722,0.00009570576,0.00008509588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009369194,0.00010748479,0.00026800478,0.00008344811,0.000031111216,0.000026088288,0.000048761318,0.000058938855,0.000009159636],"category_scores_gemma":[0.000032733853,0.00007174024,0.00003591072,0.00005301781,0.000027703762,0.00014917864,0.000006306008,0.00017075585,9.325901e-8],"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":[0.0037988455,0.00006303814,0.062062696,0.00040133714,0.0013450074,0.000361732,0.0016574592,0.023603773,0.84485364,0.006826281,0.00046752652,0.05455864],"study_design_scores_gemma":[0.008494518,0.0013612487,0.28515717,0.00022905083,0.00036597927,0.004858638,0.00035633222,0.6855123,0.006844111,0.0016416808,0.004656731,0.00052221137],"about_ca_topic_score_codex":0.0000049231326,"about_ca_topic_score_gemma":0.000038018938,"teacher_disagreement_score":0.83800954,"about_ca_system_score_codex":0.000020445314,"about_ca_system_score_gemma":0.000011627222,"threshold_uncertainty_score":0.2925482},"labels":[],"label_agreement":null},{"id":"W2038181164","doi":"10.1006/jfls.2002.0468","title":"A SIMULATION OF THE TURBULENCE RESPONSE OF HEAT EXCHANGER TUBES IN LATTICE-BAR SUPPORTS","year":2002,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heat exchanger; Mechanics; Turbulence; Dimensionless quantity; Nonlinear system; Superposition principle; Tube (container); Vibration; Structural engineering; Engineering; Materials science; Physics; Mechanical engineering","score_opus":0.009681860035179799,"score_gpt":0.22423828696829237,"score_spread":0.21455642693311258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038181164","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":[0.99657583,0.0011349551,0.0020482128,0.00009641298,0.000065938315,0.000024692294,0.0000032664532,0.0000022934842,0.000048374874],"genre_scores_gemma":[0.99956673,0.00012547658,0.00023924369,0.000018592835,0.000022468737,1.2806126e-7,1.4571098e-7,0.000003835395,0.000023350756],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994487,0.000042135653,0.00028756994,0.00003320152,0.00013515743,0.0000532173],"domain_scores_gemma":[0.9997422,0.00008033227,0.000037669062,0.00007013066,0.000046641573,0.000023018905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014486088,0.00005312345,0.00015128557,0.000108685876,0.000014057486,0.0000072263274,0.000054051034,0.000038024427,0.00015426462],"category_scores_gemma":[0.000070391085,0.000033495144,0.000058727455,0.000113511735,0.000030297324,0.000079942394,0.000007676178,0.00007373317,8.8587356e-8],"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":[0.000066620574,0.000008983588,0.0110452855,0.000043980195,0.000035912835,0.0000047207377,0.0016189307,0.9677221,0.018101176,0.00006155112,0.00013139469,0.0011593172],"study_design_scores_gemma":[0.0002483831,0.00004925256,0.10456148,0.000043534612,0.000027632714,0.000013824239,0.000116432784,0.89148307,0.0029908905,0.00036393944,0.000057337365,0.000044209533],"about_ca_topic_score_codex":0.0000043792347,"about_ca_topic_score_gemma":0.0000040309683,"teacher_disagreement_score":0.09351619,"about_ca_system_score_codex":0.0000108670365,"about_ca_system_score_gemma":0.000005854811,"threshold_uncertainty_score":0.16890894},"labels":[],"label_agreement":null},{"id":"W2039296091","doi":"10.1006/jfls.2002.0448","title":"LINEAR AND NONLINEAR DYNAMICS OF CANTILEVERED CYLINDERS IN AXIAL FLOW. PART 2: THE EQUATIONS OF MOTION","year":2002,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":98,"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":"Inviscid flow; Nonlinear system; Hydrostatic equilibrium; Mechanics; Cantilever; Equations of motion; Mathematics; Dynamics (music); Flow (mathematics); Cylinder; Boundary value problem; Work (physics); Mathematical analysis; Classical mechanics; Geometry; Physics; Structural engineering; Engineering","score_opus":0.01136664023575384,"score_gpt":0.21306555842968994,"score_spread":0.2016989181939361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039296091","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":[0.9143689,0.0006129819,0.084454656,0.00023636308,0.000121723635,0.000039462448,0.000028240964,0.0000036095178,0.00013401094],"genre_scores_gemma":[0.99752927,0.0004366048,0.0019508587,0.000010293903,0.00005485226,1.3761488e-7,0.0000032928965,0.000004332096,0.000010359796],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945956,0.000018779458,0.00032125844,0.000035215697,0.00011219608,0.000053005853],"domain_scores_gemma":[0.9997536,0.000037960705,0.00007722415,0.000052381863,0.00005264608,0.000026199203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095638745,0.000055972603,0.00015785923,0.00010404826,0.000023507302,0.000008805925,0.000043522476,0.000044267308,0.000047651734],"category_scores_gemma":[0.000042562475,0.00003801925,0.00004388449,0.000102368256,0.000046130805,0.00006707215,0.0000064696237,0.000100793644,5.500434e-8],"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":[0.00003609244,0.00003494936,0.008677989,0.00010394902,0.00024131304,0.0000053014537,0.002478418,0.9386584,0.0031162002,0.002664948,0.0002758704,0.04370656],"study_design_scores_gemma":[0.00029179093,0.000029625755,0.007879623,0.000014465507,0.000034635694,0.000009350607,0.00026965517,0.99073833,0.00019001921,0.00048489787,0.000022175433,0.000035443016],"about_ca_topic_score_codex":0.000017378447,"about_ca_topic_score_gemma":0.00015282693,"teacher_disagreement_score":0.08316032,"about_ca_system_score_codex":0.000012092467,"about_ca_system_score_gemma":0.0000070077763,"threshold_uncertainty_score":0.155038},"labels":[],"label_agreement":null},{"id":"W2039541307","doi":"10.1016/j.jfluidstructs.2006.04.007","title":"Turbulent wake of a finite circular cylinder of small aspect ratio","year":2006,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":96,"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 Saskatchewan","funders":"University of Saskatchewan","keywords":"Wake; Boundary layer; Turbulence; Cylinder; Mechanics; Reynolds number; Physics; Reynolds stress; Wind tunnel; Turbulence kinetic energy; Boundary layer thickness; Vortex shedding; Geometry; Classical mechanics; Mathematics","score_opus":0.006644118698278465,"score_gpt":0.19554944792889017,"score_spread":0.1889053292306117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039541307","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":[0.9185836,0.0028498932,0.07797744,0.00007315689,0.00009651103,0.000032709937,0.000008920613,0.000006091831,0.0003717257],"genre_scores_gemma":[0.9965052,0.00022563688,0.0031275311,0.000016141741,0.00009215301,1.9176521e-7,0.0000030598567,0.00000882802,0.000021236498],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921757,0.000014865803,0.00047984734,0.00005132651,0.00015999161,0.000076407276],"domain_scores_gemma":[0.9996112,0.000028445143,0.000117519085,0.00008471028,0.00012188866,0.000036247555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104197214,0.000090319976,0.0002683372,0.00016012951,0.000019089002,0.000020111303,0.00007048168,0.000054769982,0.00005475065],"category_scores_gemma":[0.00001467822,0.00006945399,0.00013745758,0.00010373133,0.000029752859,0.000050878778,0.000006924893,0.000095915326,1.0710617e-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":[0.000039539354,0.00003518776,0.004103859,0.00019728315,0.00044095216,0.000025338482,0.00032107162,0.6779423,0.29854462,0.015611418,0.00089485664,0.001843642],"study_design_scores_gemma":[0.0012870646,0.00023304911,0.11036337,0.000073723655,0.00028077842,0.00013574342,0.00011700116,0.8288328,0.045290295,0.012312835,0.00079936505,0.00027393884],"about_ca_topic_score_codex":0.000022163695,"about_ca_topic_score_gemma":0.000016795582,"teacher_disagreement_score":0.2532543,"about_ca_system_score_codex":0.000011842756,"about_ca_system_score_gemma":0.000018618335,"threshold_uncertainty_score":0.28322518},"labels":[],"label_agreement":null},{"id":"W2044482124","doi":"10.1016/j.jfluidstructs.2008.01.003","title":"Dynamics of trains and train-like articulated systems travelling in confined fluid—Part 2: Wave propagation and flow-excited vibration","year":2008,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Train; Mechanics; Vibration; Aerodynamic force; Aerodynamics; Phase velocity; Wave propagation; Physics; Engineering; Dispersion (optics); Acoustics; Optics","score_opus":0.013823851966974495,"score_gpt":0.2127404010958024,"score_spread":0.1989165491288279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044482124","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":[0.9770003,0.0012933953,0.021263666,0.00005938206,0.00013413688,0.00016847496,0.000026029464,0.000009855288,0.000044792214],"genre_scores_gemma":[0.997222,0.0017455312,0.00092878734,0.000005520643,0.00004908109,0.0000013926855,0.00001679277,0.000017863642,0.000013027405],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885726,0.000044328266,0.0005816687,0.000114679926,0.00023002144,0.00017202583],"domain_scores_gemma":[0.9995622,0.000049356986,0.00008353776,0.00006983721,0.0001312173,0.000103852515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002632192,0.00014783873,0.00034257577,0.0002588459,0.00006472251,0.000048728085,0.00004567676,0.00012665174,0.000004099693],"category_scores_gemma":[0.000029654084,0.00012309416,0.000034889094,0.00016496274,0.00013205085,0.00015368655,0.000011183462,0.00022669844,2.7864152e-8],"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":[0.00033823177,0.00006391589,0.0044683926,0.00090884865,0.0003382505,0.00023414896,0.007863231,0.31470183,0.6398612,0.01642839,0.00006187959,0.014731662],"study_design_scores_gemma":[0.0007990546,0.00013409098,0.06820173,0.00007332224,0.000016873077,0.00039636786,0.00026539378,0.92922455,0.000285872,0.00047986006,0.000008644281,0.000114235794],"about_ca_topic_score_codex":0.000015988364,"about_ca_topic_score_gemma":0.00006475882,"teacher_disagreement_score":0.63957536,"about_ca_system_score_codex":0.00004558987,"about_ca_system_score_gemma":0.00003441502,"threshold_uncertainty_score":0.50196344},"labels":[],"label_agreement":null},{"id":"W2044914771","doi":"10.1006/jfls.2001.0395","title":"UNSTEADY CONFINED VISCOUS FLOWS WITH OSCILLATING WALLS AND MULTIPLE SEPARATION REGIONS OVER A DOWNSTREAM-FACING STEP","year":2001,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","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":"McGill University","funders":"","keywords":"Mechanics; Viscous liquid; Computational fluid dynamics; Compressibility; Downstream (manufacturing); Domain (mathematical analysis); Separation (statistics); Navier–Stokes equations; Unsteady flow; Viscous flow; Benchmark (surveying); Mathematics; Physics; Classical mechanics; Geology; Mathematical analysis; Engineering","score_opus":0.006520940625071451,"score_gpt":0.21700943185182514,"score_spread":0.2104884912267537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044914771","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":[0.99159276,0.0013890777,0.006160033,0.000052395106,0.00015065561,0.000089565816,0.0000087342605,0.000024362651,0.0005323909],"genre_scores_gemma":[0.9959396,0.0007048997,0.0031205495,0.000026696625,0.00014904217,5.445566e-7,0.0000031048107,0.000018388753,0.000037142512],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992144,0.000015666015,0.00030798023,0.000108793356,0.00018074615,0.00017239992],"domain_scores_gemma":[0.9996021,0.00005388579,0.00007612989,0.000091762355,0.00006647585,0.000109691944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009041153,0.00016914234,0.00025397504,0.000115304734,0.00010699691,0.00008626884,0.000052588268,0.00007253954,0.000018482491],"category_scores_gemma":[0.00001853747,0.00011885032,0.000041589938,0.00008557135,0.000033045104,0.00018335538,0.000013778585,0.00018399223,1.9264678e-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":[0.0005386726,0.00004521741,0.09223231,0.0002573557,0.0007392411,0.0004198056,0.0034844873,0.66773677,0.18519059,0.0035274401,0.0025256502,0.0433025],"study_design_scores_gemma":[0.001674902,0.00024519765,0.021272574,0.00010958633,0.000064943226,0.0012367878,0.00015004663,0.97278666,0.00019742151,0.0003579825,0.0016716375,0.00023223582],"about_ca_topic_score_codex":0.000035262296,"about_ca_topic_score_gemma":0.00011425736,"teacher_disagreement_score":0.30504996,"about_ca_system_score_codex":0.000025588002,"about_ca_system_score_gemma":0.000016842763,"threshold_uncertainty_score":0.48465756},"labels":[],"label_agreement":null},{"id":"W2045206577","doi":"10.1016/j.jfluidstructs.2010.11.001","title":"Structure of wake of a sharp-edged bluff body in a shallow channel flow","year":2010,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Wake; Mechanics; Vortex; Particle image velocimetry; Dimensionless quantity; Open-channel flow; Vorticity; Turbulence; Transverse plane; Flow (mathematics); Geology; Physics; Geometry; Meander (mathematics); Turbulence kinetic energy; Bluff; Structural engineering; Mathematics; Engineering","score_opus":0.00352288464397932,"score_gpt":0.20204124607019783,"score_spread":0.1985183614262185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045206577","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":[0.99739903,0.00055027823,0.0015207406,0.00005122282,0.00029508144,0.000040482806,0.000042187592,0.0000053243084,0.00009566501],"genre_scores_gemma":[0.9963518,0.00015260604,0.0033480807,0.000015591077,0.00010615871,2.2719931e-7,0.00000388526,0.0000132074,0.000008486781],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904054,0.000015125612,0.00054653647,0.00007803036,0.000200159,0.00011961628],"domain_scores_gemma":[0.99952435,0.000026455844,0.00012355317,0.00012499017,0.00012438653,0.00007628207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011901041,0.00013129794,0.0004015229,0.00031327986,0.000019008516,0.000022043303,0.00014713488,0.00012787055,0.00015209006],"category_scores_gemma":[0.000048416983,0.00009913731,0.000121050434,0.00018438118,0.000046430407,0.00011084692,0.000017618793,0.00037059194,7.421188e-8],"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":[0.00004384135,0.000014667858,0.0033559522,0.00010764285,0.00013780412,0.000008376569,0.0006530227,0.01762397,0.97398674,0.0018883833,0.00017070235,0.0020088681],"study_design_scores_gemma":[0.0015255729,0.00020330248,0.16090713,0.000088348694,0.000114886476,0.00012888873,0.0001949738,0.765802,0.06142105,0.009180921,0.000157882,0.0002750031],"about_ca_topic_score_codex":0.00001573438,"about_ca_topic_score_gemma":0.00024919733,"teacher_disagreement_score":0.9125657,"about_ca_system_score_codex":0.000008892073,"about_ca_system_score_gemma":0.000028417455,"threshold_uncertainty_score":0.4042702},"labels":[],"label_agreement":null},{"id":"W2046331645","doi":"10.1016/j.jfluidstructs.2005.05.018","title":"Flow-excited acoustic resonance of two tandem cylinders in cross-flow","year":2005,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Resonance (particle physics); Vortex shedding; Acoustic resonance; Cylinder; Flow (mathematics); Materials science; Excited state; Duct (anatomy); Tandem; Excitation; Acoustics; Mechanics; Instability; Potential flow; Physics; Turbulence; Atomic physics; Geometry; Reynolds number; Composite material; Anatomy; Mathematics","score_opus":0.006510646898238649,"score_gpt":0.24850778309962604,"score_spread":0.24199713620138738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046331645","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":[0.9693988,0.0035624313,0.026596654,0.00007127202,0.00013142073,0.0000293264,0.0000096021095,0.000008810265,0.00019170257],"genre_scores_gemma":[0.9920482,0.00065264077,0.007071045,0.00005063247,0.00013832898,2.7967872e-7,0.000001549821,0.000010792626,0.000026525971],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999133,0.000015663349,0.00047944312,0.000069429,0.00017979098,0.00012265338],"domain_scores_gemma":[0.9996713,0.000033167722,0.00007031822,0.00008148048,0.000082078506,0.000061650324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016210934,0.00010407677,0.0002607736,0.00020507285,0.000028358663,0.000042707477,0.000092088696,0.00006385529,0.000069876565],"category_scores_gemma":[0.000035534948,0.00008475231,0.00008218992,0.00018261194,0.000043497326,0.00015209126,0.000009785852,0.00017942463,2.6388187e-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":[0.000024662962,0.0000075300345,0.007006531,0.000019958883,0.000043807573,0.000007933959,0.00023676825,0.96810794,0.011790856,0.0003200973,0.00026460201,0.012169328],"study_design_scores_gemma":[0.00079133944,0.000032143198,0.067871295,0.000028005403,0.000021671076,0.00002267451,0.00002808536,0.9294924,0.0006661862,0.00068418216,0.00027695618,0.00008504498],"about_ca_topic_score_codex":0.000006321919,"about_ca_topic_score_gemma":0.00010071487,"teacher_disagreement_score":0.06086476,"about_ca_system_score_codex":0.000035863468,"about_ca_system_score_gemma":0.000020802196,"threshold_uncertainty_score":0.3456099},"labels":[],"label_agreement":null},{"id":"W2048064945","doi":"10.1006/jfls.2002.0441","title":"SELF-EXCITED VIBRATION OF A CONTROL VALVE DUE TO FLUID–STRUCTURE INTERACTION","year":2002,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","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":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Piping; Water hammer; Vibration; Engineering; Displacement (psychology); Fluid–structure interaction; Structural engineering; Control valves; Fluid dynamics; Mechanics; Mechanical engineering; Control theory (sociology); Physics; Acoustics; Finite element method; Computer science","score_opus":0.004380353047002285,"score_gpt":0.20224030901369994,"score_spread":0.19785995596669764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048064945","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":[0.76637155,0.00084003044,0.2316316,0.0002706804,0.00039721618,0.00008796172,0.000019063205,0.000034344204,0.00034753705],"genre_scores_gemma":[0.99585557,0.000090572874,0.0037421586,0.00014872193,0.00014063311,4.0800538e-7,0.0000020155267,0.0000099517065,0.000009975645],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992669,0.000026504353,0.00038907668,0.00006462578,0.00016698785,0.0000858602],"domain_scores_gemma":[0.99959254,0.000028194794,0.00009895151,0.000076025855,0.00011814272,0.00008616232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054081003,0.000108192835,0.0002659558,0.00023446322,0.000034985154,0.000041587955,0.000065042106,0.00007351314,0.00025686345],"category_scores_gemma":[0.000030744653,0.00008394988,0.00011671777,0.0001631723,0.00001209922,0.00021431259,0.0000057890456,0.0001308533,8.0184014e-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":[0.00018483758,0.000057483943,0.0028859803,0.00025610038,0.0019088769,0.000038895385,0.006406521,0.5465169,0.3917576,0.0025555626,0.012187553,0.035243694],"study_design_scores_gemma":[0.001021989,0.00022760233,0.017900059,0.000035180798,0.00021555886,0.00030946516,0.00024561406,0.97102517,0.006246182,0.0010804223,0.0015080591,0.0001846832],"about_ca_topic_score_codex":0.000002578743,"about_ca_topic_score_gemma":0.0000060187244,"teacher_disagreement_score":0.4245083,"about_ca_system_score_codex":0.00002793172,"about_ca_system_score_gemma":0.000005469281,"threshold_uncertainty_score":0.3423377},"labels":[],"label_agreement":null},{"id":"W2048937672","doi":"10.1016/j.jfluidstructs.2012.01.001","title":"Measurement of high solidity vertical axis wind turbine aerodynamic loads under high vibration response conditions","year":2012,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Airfoil; Aerodynamics; Solidity; Vibration; Structural engineering; Turbine; Turbine blade; Stall (fluid mechanics); Engineering; Wells turbine; Acoustics; Physics; Aerospace engineering; Computer science","score_opus":0.014972192916045282,"score_gpt":0.23972619259343322,"score_spread":0.22475399967738793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048937672","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":[0.9950473,0.000831187,0.003433574,0.00020712086,0.00038796518,0.000038384696,0.000009715208,0.00000992405,0.000034866913],"genre_scores_gemma":[0.9988453,0.0000922375,0.0008210654,0.00002558704,0.00019416316,7.5910515e-7,0.0000037772445,0.000010196369,0.000006952219],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99884844,0.00007203512,0.00033588917,0.00005706937,0.00046783057,0.00021873851],"domain_scores_gemma":[0.9994742,0.00004841898,0.00003428139,0.000087615095,0.00015777245,0.00019765773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047144893,0.00011103361,0.00021164882,0.00013407509,0.000060147137,0.00002457027,0.00007170794,0.0000742342,0.00010669197],"category_scores_gemma":[0.000083845036,0.00008283604,0.000050347087,0.00008170068,0.00005769547,0.00020873634,0.00001918476,0.00017337933,9.1738514e-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":[0.00084861735,0.00007786094,0.0029538579,0.000092591545,0.0004096835,0.000012588558,0.00034426028,0.024034683,0.96090645,0.005488131,0.0035823516,0.0012489504],"study_design_scores_gemma":[0.00069162215,0.00018621105,0.9451579,0.00003761765,0.00003078679,0.000058851307,0.000049166054,0.00039259542,0.050483383,0.002637585,0.0001625205,0.00011176464],"about_ca_topic_score_codex":0.000020528389,"about_ca_topic_score_gemma":0.000009657504,"teacher_disagreement_score":0.94220406,"about_ca_system_score_codex":0.00010716816,"about_ca_system_score_gemma":0.000076359356,"threshold_uncertainty_score":0.33779556},"labels":[],"label_agreement":null},{"id":"W2052215678","doi":"10.1016/j.jfluidstructs.2005.08.005","title":"Buffeting of large telescopes: Wind-tunnel measurements of the flow inside a generic enclosure","year":2005,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":8,"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":"Natural Sciences and Engineering Research Council of Canada; California Institute of Technology; Gordon and Betty Moore Foundation; National Science Foundation","keywords":"Enclosure; Particle image velocimetry; Telescope; Turbulence kinetic energy; Turbulence; Wind tunnel; Physics; Optics; Mechanics; Engineering","score_opus":0.018494913173630792,"score_gpt":0.2442114572859058,"score_spread":0.22571654411227499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052215678","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":[0.9962892,0.0008478941,0.0018180968,0.000089596055,0.00012559147,0.000057144534,0.00001703326,9.802308e-7,0.00075446593],"genre_scores_gemma":[0.98703396,0.000010891174,0.012468776,0.000037754897,0.00041420409,8.2500435e-8,6.3153664e-7,0.000009190978,0.00002451463],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989923,0.000050828177,0.000444447,0.00007990161,0.0002893307,0.00014315343],"domain_scores_gemma":[0.9991606,0.00002688788,0.0004269854,0.0001113986,0.000223341,0.000050775634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024661428,0.00011903977,0.00029067422,0.000049121703,0.00009732212,0.000017073013,0.0001231899,0.000033648357,0.000037673588],"category_scores_gemma":[0.000018474426,0.00007190914,0.00015189634,0.00007523863,0.000058060206,0.00008751158,0.000051504037,0.00016181402,1.01336845e-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":[0.0001451912,0.00019264217,0.23704408,0.00007976131,0.00082323776,0.0000034785276,0.0034667694,0.0077885846,0.664951,0.0050558327,0.0011424993,0.07930692],"study_design_scores_gemma":[0.0048291665,0.0005371722,0.5900138,0.0007326108,0.00055798545,0.00006401999,0.0033240186,0.004434474,0.37772715,0.011000801,0.0061630174,0.0006157848],"about_ca_topic_score_codex":0.000018671768,"about_ca_topic_score_gemma":0.0000062035215,"teacher_disagreement_score":0.35296974,"about_ca_system_score_codex":0.000011984082,"about_ca_system_score_gemma":0.000061686354,"threshold_uncertainty_score":0.29323697},"labels":[],"label_agreement":null},{"id":"W2058996312","doi":"10.1016/j.jfluidstructs.2014.05.013","title":"Resonance-like phenomena in a submerged cylindrical shell subjected to two consecutive shock waves: The effect of the inner fluid","year":2014,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics Simulations and Interactions","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":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Shell (structure); Shock wave; Mechanics; Shock (circulatory); Resonance (particle physics); Materials science; Fluid–structure interaction; Physics; Structural engineering; Engineering; Composite material; Finite element method; Medicine; Atomic physics","score_opus":0.003893821822696822,"score_gpt":0.22013523466495943,"score_spread":0.21624141284226261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058996312","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":[0.9971187,0.0005956211,0.00075857085,0.00013142751,0.00052587944,0.00014574887,0.0000103624925,0.000006937555,0.0007067556],"genre_scores_gemma":[0.99947906,0.000049264207,0.0001942309,0.00006962962,0.00015440362,0.0000028518455,6.688902e-7,0.0000134765305,0.000036390542],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9990396,0.00013783298,0.00041359366,0.00008385718,0.00017136394,0.00015377703],"domain_scores_gemma":[0.99934757,0.00027892354,0.00006136609,0.00016963377,0.00008471751,0.000057816815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026259513,0.00013591563,0.00026822466,0.00013233237,0.00007913131,0.000030689942,0.00017907583,0.000050646784,0.00002461758],"category_scores_gemma":[0.00016478838,0.000069059904,0.00009845011,0.00027830334,0.000065244494,0.000075287535,0.000034681092,0.00032043536,4.917189e-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":[0.0010275751,0.000057653804,0.06297409,0.00013889423,0.0004021398,0.00001187346,0.0066677476,0.47241864,0.41273358,0.010263403,0.0067303926,0.026574008],"study_design_scores_gemma":[0.0029839252,0.0010075353,0.52231795,0.00021001881,0.00011362742,0.0001440289,0.00030383703,0.4471446,0.014525021,0.001790245,0.009113115,0.00034609743],"about_ca_topic_score_codex":0.000033150875,"about_ca_topic_score_gemma":0.00008072556,"teacher_disagreement_score":0.45934388,"about_ca_system_score_codex":0.00004994604,"about_ca_system_score_gemma":0.000017331267,"threshold_uncertainty_score":0.28161812},"labels":[],"label_agreement":null},{"id":"W2059501520","doi":"10.1016/j.jfluidstructs.2012.05.011","title":"Effect of mean flow on the trapped modes of internal cavities","year":2012,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerodynamics and Acoustics in Jet Flows","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":"McMaster University","funders":"","keywords":"Mach number; Mean flow; Mechanics; Physics; Amplitude; Acoustic resonance; Particle velocity; Sound pressure; Acoustics; Resonance (particle physics); Optics; Atomic physics; Turbulence","score_opus":0.0055375294201131416,"score_gpt":0.21785547912345826,"score_spread":0.2123179497033451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059501520","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":[0.9960571,0.0011373765,0.0019227711,0.000010293877,0.00035279075,0.00003133885,0.000013782069,0.0000032079865,0.00047135173],"genre_scores_gemma":[0.99915326,0.00013053317,0.0004966656,0.000008941621,0.00019436493,2.8017595e-7,2.1774058e-7,0.000009402532,0.000006360279],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994525,0.000030893316,0.00023960805,0.00002658717,0.00015220798,0.000098248165],"domain_scores_gemma":[0.99962306,0.00016497947,0.00006936299,0.000071306546,0.00003217512,0.000039112332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030095075,0.00009139966,0.00021668365,0.00005128288,0.000022376142,0.000009985945,0.00010578513,0.000040151666,0.00002023128],"category_scores_gemma":[0.00003280323,0.00004802917,0.00008217364,0.000027020953,0.000057870147,0.000048744012,0.000011669633,0.00016584808,5.7739097e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051012286,0.00004301641,0.0067068795,0.0008216103,0.00079623325,0.0000095567175,0.004916367,0.15598011,0.7410959,0.023854116,0.0022494774,0.06301661],"study_design_scores_gemma":[0.0017110732,0.002404503,0.021953158,0.00054364844,0.0003725733,0.00022967254,0.000895006,0.37495324,0.58756566,0.0087126875,0.0002517559,0.0004070368],"about_ca_topic_score_codex":0.000003084933,"about_ca_topic_score_gemma":0.0000010818932,"teacher_disagreement_score":0.21897314,"about_ca_system_score_codex":0.000009289266,"about_ca_system_score_gemma":0.000004153788,"threshold_uncertainty_score":0.19585729},"labels":[],"label_agreement":null},{"id":"W2060316629","doi":"10.1016/j.jfluidstructs.2004.12.003","title":"The effect of fins on vortex shedding from a cylinder in cross-flow","year":2005,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Vortex shedding; Wake; Mechanics; Vortex; Fin; Cylinder; Amplitude; Physics; Flow (mathematics); Tube (container); Kármán vortex street; Materials science; Optics; Geometry; Reynolds number; Turbulence; Mathematics; Composite material","score_opus":0.0033028211258488015,"score_gpt":0.23552714712243367,"score_spread":0.23222432599658485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060316629","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":[0.99708176,0.0013508628,0.0011484084,0.00007710906,0.00012760668,0.000024352137,0.0000067070728,0.0000038043745,0.00017938793],"genre_scores_gemma":[0.9989302,0.0002822885,0.00060421927,0.000022087568,0.00013957015,3.211045e-7,8.960795e-7,0.0000072518947,0.000013144871],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938273,0.000025150885,0.00031656347,0.00004939496,0.00014160658,0.00008456931],"domain_scores_gemma":[0.9996482,0.00016255918,0.000052292442,0.000077487224,0.000023981007,0.000035462795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019608038,0.000083566,0.00019238125,0.00008905937,0.000044281423,0.00006396904,0.000084040876,0.000049534287,0.000034654415],"category_scores_gemma":[0.0000429713,0.000047867474,0.000085864514,0.00007293848,0.000026455838,0.00007314697,0.000007872353,0.00016153444,3.2534797e-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":[0.00019494318,0.000007631959,0.03138629,0.000023584198,0.00023243626,0.000009277976,0.00044271658,0.88772094,0.017897608,0.0011297306,0.00040878486,0.060546037],"study_design_scores_gemma":[0.0007509645,0.00015085461,0.19175276,0.000032271422,0.000029835135,0.000006191892,0.000018105833,0.79966754,0.0064338595,0.00067631644,0.00040453873,0.00007674354],"about_ca_topic_score_codex":0.000009709045,"about_ca_topic_score_gemma":0.00005727002,"teacher_disagreement_score":0.16036646,"about_ca_system_score_codex":0.000021675824,"about_ca_system_score_gemma":0.0000063231514,"threshold_uncertainty_score":0.1951979},"labels":[],"label_agreement":null},{"id":"W2061880787","doi":"10.1016/j.jfluidstructs.2003.08.011","title":"The effects of support geometry on the turbulence response of loosely supported heat exchanger tubes","year":2003,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Heat exchanger; Turbulence; Mechanics; Materials science; Work (physics); Offset (computer science); Vibration; Structural engineering; Mechanical engineering; Engineering; Physics; Computer science; Acoustics","score_opus":0.004969142689815403,"score_gpt":0.20949998032195857,"score_spread":0.20453083763214316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061880787","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":[0.99652076,0.002424155,0.0005062613,0.0001434075,0.00023275692,0.000056023706,0.000006302106,0.0000040668915,0.00010624433],"genre_scores_gemma":[0.9985653,0.0011631572,0.00011888811,0.000059808714,0.000027479287,7.136261e-7,4.6809419e-7,0.00000948041,0.000054698776],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999089,0.000112745096,0.00037203202,0.000057160916,0.00025273665,0.00011635058],"domain_scores_gemma":[0.9990193,0.00060360826,0.00005811158,0.00016113943,0.000106125735,0.000051714313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060144946,0.000107508065,0.00022785118,0.0001408124,0.000070280345,0.00003028262,0.00013303178,0.00005233784,0.00007174791],"category_scores_gemma":[0.00038373467,0.000053681426,0.00011875908,0.0001938079,0.00008283205,0.000051813695,0.000009212047,0.00014997466,2.396218e-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":[0.00078920054,0.000049920378,0.003654709,0.0003013313,0.0008559173,0.00004342568,0.0014162106,0.0066855503,0.95553887,0.01644253,0.010220746,0.004001596],"study_design_scores_gemma":[0.001435247,0.0019144318,0.14227593,0.00019308469,0.0003396191,0.00021249082,0.00069475867,0.023373945,0.8212664,0.0040005855,0.0039192946,0.00037421798],"about_ca_topic_score_codex":0.0000027269236,"about_ca_topic_score_gemma":0.000001915899,"teacher_disagreement_score":0.13862121,"about_ca_system_score_codex":0.000012079326,"about_ca_system_score_gemma":0.000029644467,"threshold_uncertainty_score":0.2189065},"labels":[],"label_agreement":null},{"id":"W2064333053","doi":"10.1016/s0889-9746(02)00147-0","title":"Feedback control of vortex shedding from two tandem cylinders","year":2003,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","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":"McMaster University","funders":"","keywords":"Vortex shedding; Tandem; Vortex; Kármán vortex street; Mechanics; Physics; Control theory (sociology); Mathematics; Structural engineering; Geometry; Control (management); Engineering; Computer science; Aerospace engineering; Reynolds number; Turbulence; Artificial intelligence","score_opus":0.005186059709928714,"score_gpt":0.21408515035694292,"score_spread":0.2088990906470142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064333053","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":[0.8943683,0.003219351,0.10140659,0.000035900186,0.00026447405,0.000027187129,0.000011564787,0.000007836451,0.00065879564],"genre_scores_gemma":[0.99669707,0.00032187824,0.0028266355,0.000042679578,0.00009049639,1.2200478e-7,0.0000010652352,0.000010280347,0.0000097822385],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927384,0.000025839867,0.0003855909,0.000060072143,0.00015881816,0.00009587129],"domain_scores_gemma":[0.999635,0.000052286094,0.0000889632,0.00007402005,0.00007420728,0.00007552752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013213861,0.00009985769,0.0002897167,0.000104594794,0.00003359221,0.00003890146,0.00006661881,0.000051749754,0.00014788819],"category_scores_gemma":[0.000039090897,0.000077627075,0.00011508917,0.0000833618,0.000028361403,0.00009416628,0.0000035759879,0.00012760938,2.6249958e-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":[0.000120621255,0.000030674142,0.070793055,0.00007668804,0.0025570935,0.00004428997,0.0012469896,0.42572707,0.41864884,0.062010944,0.0015368538,0.017206885],"study_design_scores_gemma":[0.006063463,0.0002005217,0.08835046,0.000088191686,0.0005736158,0.00008892609,0.00085779,0.8490329,0.017303558,0.034948237,0.001982771,0.0005095992],"about_ca_topic_score_codex":0.00001045627,"about_ca_topic_score_gemma":0.000011721389,"teacher_disagreement_score":0.4233058,"about_ca_system_score_codex":0.00001640867,"about_ca_system_score_gemma":0.000017266835,"threshold_uncertainty_score":0.316554},"labels":[],"label_agreement":null},{"id":"W2064488961","doi":"10.1016/j.jfluidstructs.2008.03.007","title":"Flow-excited acoustic resonances of coaxial side-branches in an annular duct","year":2008,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Duct (anatomy); Coaxial; Acoustics; Acoustic resonance; Wavelength; Resonance (particle physics); Excited state; Materials science; Mechanics; Optics; Physics; Engineering; Electrical engineering; Atomic physics","score_opus":0.010294541967594153,"score_gpt":0.21896008426816616,"score_spread":0.208665542300572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064488961","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":[0.99192125,0.0034282603,0.0040922803,0.000013433993,0.0003976323,0.000038933453,0.000020458547,0.000010015974,0.00007775669],"genre_scores_gemma":[0.9945844,0.0013206423,0.0037804258,0.0000137715115,0.00027637277,3.7499666e-7,0.0000019597026,0.000016509786,0.0000055396645],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990859,0.000021957705,0.00044602444,0.00008500549,0.00020546911,0.00015566494],"domain_scores_gemma":[0.99960184,0.000047479436,0.00007868865,0.00010325441,0.000093686394,0.000075074524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013262041,0.00013437176,0.00033027455,0.00015010852,0.000046359546,0.00001681504,0.00013834244,0.000091007205,0.0000149218085],"category_scores_gemma":[0.000055378525,0.000107274966,0.000055911885,0.000120516204,0.00010244362,0.00015995505,0.000014895243,0.00024292944,8.7888246e-8],"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":[0.00015349106,0.000046237692,0.01908703,0.00020134864,0.00008979465,0.0003786249,0.001984959,0.7058486,0.25587562,0.0004171368,0.00080221985,0.01511498],"study_design_scores_gemma":[0.0014057308,0.00046804387,0.37279427,0.00014575735,0.000055712924,0.0005952211,0.0003448913,0.6132213,0.0041096373,0.006076502,0.0004230271,0.00035992535],"about_ca_topic_score_codex":0.0000076250403,"about_ca_topic_score_gemma":0.000029570067,"teacher_disagreement_score":0.35370722,"about_ca_system_score_codex":0.000019355512,"about_ca_system_score_gemma":0.000028586728,"threshold_uncertainty_score":0.4374546},"labels":[],"label_agreement":null},{"id":"W2066033796","doi":"10.1016/j.jfluidstructs.2008.03.011","title":"Two-phase damping and interface surface area in tubes with vertical internal flow","year":2008,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piping; Mechanics; Bubble; Flow (mathematics); SPHERES; Two-phase flow; Phase (matter); Tube (container); Materials science; Physics; Thermodynamics; Composite material","score_opus":0.008020772974117765,"score_gpt":0.23245277091982872,"score_spread":0.22443199794571095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066033796","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":[0.9841481,0.0030222388,0.012499804,0.000028413608,0.00014142701,0.000029096596,0.000002687918,0.000009513355,0.00011873862],"genre_scores_gemma":[0.99447745,0.00053560146,0.004895677,0.000016571605,0.000054718123,1.5473957e-7,3.360795e-7,0.00001351713,0.0000059982744],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993892,0.000012332752,0.00025136658,0.000080655336,0.000117408716,0.00014907704],"domain_scores_gemma":[0.99976754,0.00003657023,0.000012951019,0.0000546714,0.000032988184,0.00009529006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000084087114,0.00012347197,0.00022571384,0.0000831043,0.000038897226,0.000041053532,0.00006669774,0.00003927966,0.000010138489],"category_scores_gemma":[0.000016445032,0.00008795835,0.000025406714,0.000054524877,0.00006506134,0.00014802613,0.000023260118,0.000258204,9.505667e-8],"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":[0.0009595622,0.00007721635,0.076534614,0.00020369458,0.00036629566,0.0013387303,0.0062990813,0.2697047,0.6281398,0.0013960887,0.00070572895,0.01427448],"study_design_scores_gemma":[0.005444931,0.00069777307,0.041827172,0.00042278095,0.000043468874,0.005644888,0.00042039162,0.92417383,0.020099668,0.0006249411,0.00021031569,0.00038981577],"about_ca_topic_score_codex":0.000016036995,"about_ca_topic_score_gemma":0.000025650641,"teacher_disagreement_score":0.65446913,"about_ca_system_score_codex":0.000026326592,"about_ca_system_score_gemma":0.000015401913,"threshold_uncertainty_score":0.35868376},"labels":[],"label_agreement":null},{"id":"W2066919104","doi":"10.1016/j.jfluidstructs.2005.06.004","title":"Vortex shedding and galloping of open semi-circular and parabolic cylinders in cross-flow","year":2005,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Strouhal number; Vortex shedding; Mechanics; Cylinder; Vortex-induced vibration; Flow (mathematics); Amplitude; Physics; Vortex; Wind tunnel; Instability; Vibration; Structural engineering; Mathematics; Geometry; Engineering; Acoustics; Turbulence; Reynolds number; Optics","score_opus":0.008781380521008105,"score_gpt":0.26620938634580005,"score_spread":0.2574280058247919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066919104","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":[0.9921961,0.004740241,0.0027798568,0.000080156744,0.00004089879,0.00003874862,0.0000030006104,0.0000032952219,0.00011770676],"genre_scores_gemma":[0.9943923,0.0016033617,0.0038871577,0.00004575536,0.000054840904,3.1591708e-7,6.525376e-7,0.000008723213,0.000006935042],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993414,0.000014718418,0.00036410525,0.00007913693,0.000102065605,0.00009856967],"domain_scores_gemma":[0.9997516,0.000023229137,0.00006160452,0.000058360958,0.000037342,0.000067857596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020579672,0.000092962946,0.00027069068,0.0001610845,0.0000400583,0.00015505991,0.00008750801,0.00005770715,0.000018338153],"category_scores_gemma":[0.000021450589,0.00007784576,0.00003483207,0.000091199734,0.00004310648,0.00022444213,0.000033996013,0.00012579383,3.6244742e-8],"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":[0.00008813699,0.00002218011,0.22946694,0.00031520767,0.0004382867,0.000031612377,0.002866672,0.6243209,0.085749045,0.006786272,0.00013956762,0.04977518],"study_design_scores_gemma":[0.00082385074,0.000029687088,0.2833101,0.000062228035,0.00003241204,0.00007192615,0.00011964832,0.7126625,0.00093116815,0.0015829382,0.00024997888,0.00012353162],"about_ca_topic_score_codex":0.00001980063,"about_ca_topic_score_gemma":0.000041579347,"teacher_disagreement_score":0.088341646,"about_ca_system_score_codex":0.00001536366,"about_ca_system_score_gemma":0.000013547228,"threshold_uncertainty_score":0.3174458},"labels":[],"label_agreement":null},{"id":"W2070175336","doi":"10.1016/j.jfluidstructs.2009.07.008","title":"Flow-excited resonance of trapped modes of ducted shallow cavities","year":2009,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Strouhal number; Excitation; Mach number; Resonance (particle physics); Excited state; Acoustic resonance; Mechanics; Amplitude; Physics; Optics; Materials science; Atomic physics; Reynolds number; Turbulence","score_opus":0.005811835123288562,"score_gpt":0.20514556476730988,"score_spread":0.19933372964402132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070175336","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":[0.9891694,0.0062304167,0.0040330347,0.000031529602,0.00015478466,0.000032188735,0.0000351161,0.000009479823,0.00030405697],"genre_scores_gemma":[0.9908026,0.0014519377,0.0076001473,0.0000134382635,0.00010311158,1.2899497e-7,0.0000014448117,0.000009666266,0.000017543509],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991971,0.000011145256,0.0004342886,0.000057417772,0.00018439247,0.00011560824],"domain_scores_gemma":[0.9995993,0.00003085929,0.00010023243,0.000093688686,0.00012761907,0.00004829872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009108243,0.00011537066,0.00032742252,0.00010663482,0.00002421567,0.000012680773,0.00012138162,0.000075130236,0.000015046075],"category_scores_gemma":[0.00003069803,0.00009031763,0.00007941792,0.000092077076,0.000060490052,0.000075701326,0.00000745102,0.00015955848,2.223429e-8],"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":[0.00014384669,0.000033091903,0.0007195905,0.00025869944,0.00013485517,0.000028114277,0.0009993928,0.2098903,0.7416939,0.005938995,0.0010617933,0.039097402],"study_design_scores_gemma":[0.0014046493,0.00063497457,0.1366826,0.00030872342,0.00012025858,0.00014561228,0.00040662554,0.7987766,0.028032148,0.032672413,0.00046274927,0.0003526484],"about_ca_topic_score_codex":0.000003236643,"about_ca_topic_score_gemma":0.0000032670152,"teacher_disagreement_score":0.7136618,"about_ca_system_score_codex":0.00001136065,"about_ca_system_score_gemma":0.000016422351,"threshold_uncertainty_score":0.3683046},"labels":[],"label_agreement":null},{"id":"W2070819864","doi":"10.1016/j.jfluidstructs.2010.07.001","title":"Two circular cylinders in cross-flow: A review","year":2010,"lang":"en","type":"review","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":879,"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":"Strouhal number; Wake; Vortex shedding; Reynolds number; Mechanics; Aerodynamics; Flow (mathematics); Transverse plane; Aerodynamic force; Potential flow; Physics; Structural engineering; Turbulence; Engineering","score_opus":0.015501324552068055,"score_gpt":0.3123013666207232,"score_spread":0.2968000420686552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070819864","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007086615,0.99856484,0.00059069856,0.000015997377,0.00039384014,0.000121003555,0.000014618451,0.0000093264825,0.000218798],"genre_scores_gemma":[0.000083117484,0.9984184,0.0011491484,0.000068489164,0.00021597343,0.000002422931,0.000012301532,0.00003529044,0.000014837846],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983476,0.00005279246,0.0010741652,0.00013192941,0.00022809711,0.00016541519],"domain_scores_gemma":[0.999351,0.000044974648,0.00021535739,0.00019460639,0.00007811252,0.00011592772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003941262,0.0002955533,0.0015639424,0.00035492604,0.000033200024,0.00011317437,0.00022147017,0.00023486657,0.00011213962],"category_scores_gemma":[0.000065973945,0.00020906678,0.0005524989,0.00027067863,0.0000427355,0.00011045237,0.000020668685,0.00090976397,0.0000014806915],"study_design_candidate":"not_applicable","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":[0.0000016779824,0.000005505154,0.000018558756,0.022060802,0.00026246533,0.000067251676,0.00002476249,0.0011341113,0.000011092898,0.00050551706,0.0005905255,0.9753177],"study_design_scores_gemma":[0.00031361333,0.000023451814,0.000061798055,0.012971987,0.0007657731,0.00048506312,0.000003397353,0.008946373,7.2329874e-7,0.00048205003,0.9755894,0.00035636494],"about_ca_topic_score_codex":0.0000036702058,"about_ca_topic_score_gemma":0.000012343405,"teacher_disagreement_score":0.9749989,"about_ca_system_score_codex":0.000047749505,"about_ca_system_score_gemma":0.00008767942,"threshold_uncertainty_score":0.8525496},"labels":[],"label_agreement":null},{"id":"W2070846888","doi":"10.1016/s0889-9746(03)00024-0","title":"Vortex shedding and fluidelastic instability in a normal square tube array excited by two-phase cross-flow","year":2003,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Vortex shedding; Mechanics; Instability; Pressure drop; Bundle; Heat exchanger; Flow (mathematics); Vortex-induced vibration; Vibration; Vortex; Strouhal number; Two-phase flow; Materials science; Physics; Reynolds number; Thermodynamics; Turbulence; Acoustics; Composite material","score_opus":0.005039564641491717,"score_gpt":0.24530578115786983,"score_spread":0.2402662165163781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070846888","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":[0.97982377,0.0043515973,0.015146564,0.000011409803,0.00031966277,0.0000687263,0.000025167405,0.000015246493,0.00023787071],"genre_scores_gemma":[0.99684227,0.00024174721,0.0027952485,0.000026257612,0.00006091665,0.0000010625347,0.0000025467953,0.00002112693,0.000008799946],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882466,0.000041359126,0.0005533284,0.00014393489,0.00017253037,0.00026418883],"domain_scores_gemma":[0.9995383,0.00007652769,0.00005443049,0.00010123256,0.00007241031,0.00015710296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003584601,0.00019736745,0.0003285545,0.00016351703,0.00008251501,0.00013891165,0.00007796361,0.00009220395,0.000044463104],"category_scores_gemma":[0.0001396747,0.00016556098,0.000060803533,0.0001417879,0.00007276219,0.0002944722,0.00001348137,0.00033729564,1.4093006e-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":[0.00027188196,0.00011518197,0.09094921,0.00051269785,0.00020666789,0.00019474073,0.0027556361,0.093898445,0.7871042,0.0046244157,0.00051710044,0.018849846],"study_design_scores_gemma":[0.019747617,0.0011315609,0.18007974,0.00048571033,0.00016243962,0.0021275282,0.0008760466,0.7530658,0.020796437,0.01592332,0.0039232485,0.0016805293],"about_ca_topic_score_codex":0.000013963981,"about_ca_topic_score_gemma":0.000022411103,"teacher_disagreement_score":0.7663077,"about_ca_system_score_codex":0.000057105397,"about_ca_system_score_gemma":0.000027517392,"threshold_uncertainty_score":0.6751381},"labels":[],"label_agreement":null},{"id":"W2072744782","doi":"10.1016/j.jfluidstructs.2003.08.008","title":"Vibration analysis of shell-and-tube heat exchangers: an overview—Part 2: vibration response, fretting-wear, guidelines","year":2003,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":144,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Atomic Energy (Canada); Natural Sciences and Engineering Research Council of Canada","funders":"Atomic Energy of Canada Limited","keywords":"Heat exchanger; Vibration; Structural engineering; Engineering; Shell and tube heat exchanger; Vortex-induced vibration; Mechanical engineering; Fretting; Tube (container); Materials science; Nuclear engineering; Acoustics","score_opus":0.02852785895705047,"score_gpt":0.28601709863234037,"score_spread":0.2574892396752899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072744782","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":[0.91646993,0.0070914687,0.07580726,0.00024254649,0.00018537126,0.000052131993,0.000017135162,0.000020882562,0.000113284004],"genre_scores_gemma":[0.9884228,0.0020791776,0.00913528,0.00019116064,0.00011332784,7.7126055e-7,0.000012584905,0.00001389871,0.000031001346],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986909,0.00014548647,0.0006847038,0.0001166443,0.0002531834,0.00010910567],"domain_scores_gemma":[0.9993564,0.00006209142,0.00012801618,0.00014163676,0.00020638456,0.00010548934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058069057,0.00014450059,0.00041148264,0.00052720757,0.00007202932,0.00008037279,0.00006623629,0.000096216885,0.00020716482],"category_scores_gemma":[0.00017828125,0.00011552013,0.00014678063,0.00048452237,0.00003627602,0.00041331764,0.000008264933,0.00010274611,1.6574982e-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":[0.00038467825,0.00004195202,0.008257543,0.0001636295,0.003125307,0.0000147687,0.0034977652,0.5637495,0.40100387,0.0061775073,0.0034384748,0.010145026],"study_design_scores_gemma":[0.0008013681,0.00036905432,0.04326508,0.000066826,0.0018515992,0.000064704596,0.0014176521,0.93050826,0.017092362,0.0019260404,0.0022723677,0.00036466058],"about_ca_topic_score_codex":0.0000118228645,"about_ca_topic_score_gemma":0.00004847771,"teacher_disagreement_score":0.38391152,"about_ca_system_score_codex":0.000020879737,"about_ca_system_score_gemma":0.000027687882,"threshold_uncertainty_score":0.4710774},"labels":[],"label_agreement":null},{"id":"W2073984275","doi":"10.1016/j.jfluidstructs.2014.03.003","title":"Modelling of fluidelastic instability in a square inline tube array including the boundary layer effect","year":2014,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Instability; Mechanics; Boundary layer; Strouhal number; Vortex shedding; Turbulence; Vortex-induced vibration; Flow (mathematics); Cylinder; Vibration; Structural engineering; Physics; Classical mechanics; Materials science; Vortex; Engineering; Mechanical engineering; Acoustics","score_opus":0.01291353747847241,"score_gpt":0.23638470977181938,"score_spread":0.22347117229334698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073984275","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":[0.72469556,0.0006873118,0.27434003,0.00004569226,0.000086226915,0.000029986195,0.0000018099024,0.000005374003,0.00010799876],"genre_scores_gemma":[0.9982518,0.00008020934,0.001547458,0.000022927708,0.00008650206,5.068465e-7,9.1147973e-7,0.0000080061445,0.0000016950346],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999163,0.00007851534,0.00043672134,0.00006225217,0.00016446145,0.00009509858],"domain_scores_gemma":[0.99957097,0.00016732099,0.00006881513,0.00009643254,0.0000555838,0.000040891053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005238915,0.000101472666,0.00028652363,0.00012703758,0.000055474342,0.000031863812,0.00009017253,0.000053570402,0.000013004932],"category_scores_gemma":[0.00009496787,0.000059924707,0.000086950444,0.00014061067,0.000048991897,0.00011432737,0.000014099717,0.00022446789,1.15406614e-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":[0.000036725698,0.0000052164173,0.007782063,0.000099198885,0.000054072716,0.0000013205823,0.0006424384,0.9759514,0.011572344,0.00043998184,0.00002873131,0.0033865504],"study_design_scores_gemma":[0.00037865792,0.00009702794,0.005886912,0.00005337043,0.00004482196,0.000017864088,0.00010640869,0.9880185,0.0019039992,0.0032782431,0.000142843,0.000071337985],"about_ca_topic_score_codex":0.000015381458,"about_ca_topic_score_gemma":0.000023533157,"teacher_disagreement_score":0.2735562,"about_ca_system_score_codex":0.000026802454,"about_ca_system_score_gemma":0.000016605643,"threshold_uncertainty_score":0.24436586},"labels":[],"label_agreement":null},{"id":"W2077077449","doi":"10.1016/j.jfluidstructs.2014.01.004","title":"Stability of fluid-conveying periodic shells on an elastic foundation with external loads","year":2014,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":27,"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":"Hunan Provincial Innovation Foundation for Postgraduate; National Natural Science Foundation of China; McGill University","keywords":"Shell (structure); Instability; Mechanics; Critical ionization velocity; Stiffness; Critical load; Foundation (evidence); Moving load; Materials science; Critical speed; Stability (learning theory); Buckling; Flow velocity; Flow (mathematics); Matrix (chemical analysis); Structural engineering; Physics; Engineering; Vibration; Composite material; Finite element method; Computer science","score_opus":0.00649898712068894,"score_gpt":0.2138391440888815,"score_spread":0.20734015696819255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077077449","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":[0.77573335,0.000074912205,0.22388937,0.000012361121,0.00007948435,0.000019628646,0.0000012898391,0.000007380287,0.00018223608],"genre_scores_gemma":[0.9974779,0.00002914771,0.0023543169,0.000024788384,0.000100368976,2.2655384e-7,0.0000014292176,0.000008163861,0.000003661348],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993094,0.000040536026,0.00029937664,0.00007092208,0.00019977088,0.000079960984],"domain_scores_gemma":[0.999616,0.000039042443,0.00008727896,0.000097910066,0.00008259323,0.00007714562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019116457,0.000095342715,0.00021009176,0.000100843245,0.000046359513,0.00005326252,0.000067127585,0.000039012502,0.00017629129],"category_scores_gemma":[0.000029510633,0.000065017855,0.000046932484,0.00006433848,0.00005252283,0.00018563487,0.0000047265203,0.00011263176,4.4239815e-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":[0.0006189166,0.00008219419,0.07753399,0.00038929234,0.00039077504,0.000012183451,0.0035272974,0.31607062,0.48300236,0.00812072,0.0000818603,0.110169776],"study_design_scores_gemma":[0.0012781486,0.0013564025,0.25544807,0.00011679493,0.0001715753,0.000093212,0.00043767993,0.718042,0.01982894,0.0028307275,0.00013233989,0.00026412422],"about_ca_topic_score_codex":0.0000048672678,"about_ca_topic_score_gemma":0.0000096668855,"teacher_disagreement_score":0.46317345,"about_ca_system_score_codex":0.000021674774,"about_ca_system_score_gemma":0.000017818524,"threshold_uncertainty_score":0.2651351},"labels":[],"label_agreement":null},{"id":"W2078343821","doi":"10.1006/jfls.2002.0442","title":"MODELLING TWO-PHASE FLOW-EXCITED DAMPING AND FLUIDELASTIC INSTABILITY IN TUBE ARRAYS","year":2002,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Instability; Mechanics; Two-phase flow; Inviscid flow; Flow (mathematics); Vibration; Choked flow; Physics; Thermodynamics; Materials science","score_opus":0.02371814925765538,"score_gpt":0.24976378765727195,"score_spread":0.22604563839961656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078343821","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":[0.9308121,0.0070566055,0.061697613,0.00004772039,0.00016792797,0.000045250283,0.0000062999634,0.000018487006,0.0001479712],"genre_scores_gemma":[0.9950655,0.001814297,0.0029671595,0.000019833367,0.00011854856,6.1556074e-7,4.095581e-7,0.000012049048,0.0000016021206],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912477,0.000023283948,0.00043068183,0.00010334375,0.00013253637,0.00018535892],"domain_scores_gemma":[0.9997054,0.00007858985,0.000013752866,0.000066451794,0.000046942296,0.00008885968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017304783,0.00014842801,0.00031136198,0.00014438905,0.00007097748,0.000044358436,0.000053911503,0.0000540061,0.000019649613],"category_scores_gemma":[0.000030552626,0.00011616638,0.000046028978,0.000105987165,0.000054464253,0.00015894542,0.000009650683,0.00027925934,1.5276439e-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":[0.00007487327,0.00005073815,0.0033876523,0.00032799094,0.00014796238,0.00008656413,0.0068074726,0.9242564,0.030245023,0.0003419152,0.00014511425,0.034128334],"study_design_scores_gemma":[0.0017570988,0.00011484305,0.0020589905,0.000101840444,0.000034187597,0.00010554294,0.00017308418,0.9925417,0.00084783405,0.001960384,0.00014119296,0.00016336022],"about_ca_topic_score_codex":0.000011586898,"about_ca_topic_score_gemma":0.000011670882,"teacher_disagreement_score":0.06828528,"about_ca_system_score_codex":0.000025674799,"about_ca_system_score_gemma":0.0000058422534,"threshold_uncertainty_score":0.47371274},"labels":[],"label_agreement":null},{"id":"W2079019048","doi":"10.1006/jfls.2001.0393","title":"DYNAMICS AND STABILITY OF PINNED–CLAMPED AND CLAMPED–PINNED CYLINDRICAL SHELLS CONVEYING FLUID","year":2001,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":15,"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":"Mechanics; Fluid dynamics; Boundary value problem; Shell (structure); Perturbation (astronomy); Work (physics); Classical mechanics; Dynamics (music); Hydroelasticity; Equations of motion; Physics; Mathematics; Vibration; Mathematical analysis; Engineering; Mechanical engineering; Acoustics","score_opus":0.007907996906153599,"score_gpt":0.22027325194013844,"score_spread":0.21236525503398485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079019048","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":[0.9615496,0.0017769942,0.036029734,0.00018131672,0.00009510114,0.000049604743,0.0000112216885,0.000013461232,0.00029301582],"genre_scores_gemma":[0.99600524,0.0019310042,0.0019273945,0.00004170121,0.000068729925,2.9602487e-7,0.000003335589,0.000011575403,0.0000107312635],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900633,0.000040609113,0.0005139003,0.00011547418,0.00018187656,0.00014178634],"domain_scores_gemma":[0.99947125,0.00008520149,0.00010107458,0.00010276307,0.00010013732,0.00013956358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021859979,0.000148606,0.0004025289,0.00013607404,0.000062556726,0.000056362456,0.00006879406,0.00011175313,0.00008894286],"category_scores_gemma":[0.000060881073,0.00011724278,0.00007065029,0.0001297243,0.00012253677,0.00016640725,0.000027406477,0.0001947589,1.0224271e-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":[0.0012122834,0.00015709098,0.43000355,0.0013817049,0.0021660503,0.00018286398,0.0074286824,0.017092114,0.3421394,0.029617177,0.0007690598,0.16785002],"study_design_scores_gemma":[0.0016549348,0.0002876976,0.14078668,0.000054237924,0.00021163304,0.0004228504,0.0012398865,0.84642315,0.0030783762,0.005347404,0.00016165088,0.00033153492],"about_ca_topic_score_codex":0.000009037538,"about_ca_topic_score_gemma":0.00003135382,"teacher_disagreement_score":0.829331,"about_ca_system_score_codex":0.00003026097,"about_ca_system_score_gemma":0.000019925203,"threshold_uncertainty_score":0.47810218},"labels":[],"label_agreement":null},{"id":"W2081257739","doi":"10.1016/j.jfluidstructs.2014.12.007","title":"Minimization of time-averaged and unsteady aerodynamic forces on a thick flat plate using synthetic jets","year":2015,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Synthetic jet; Drag; Drag coefficient; Wake; Mechanics; Reynolds number; Amplitude; Phase (matter); Lift (data mining); Physics; Vortex shedding; Trailing edge; Reduction (mathematics); Actuator; Geometry; Optics; Mathematics; Engineering","score_opus":0.010922224230563835,"score_gpt":0.21521685220631834,"score_spread":0.2042946279757545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081257739","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":[0.9970809,0.0013094572,0.0010820042,0.000020273666,0.00025100276,0.00005401889,0.000009070657,0.0000098859555,0.00018335423],"genre_scores_gemma":[0.997918,0.00028025106,0.0016898897,0.000012378332,0.000058769074,1.5001154e-7,0.0000017427963,0.000016878845,0.00002192401],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992905,0.000026496666,0.00030755674,0.00007694301,0.00018794226,0.00011051113],"domain_scores_gemma":[0.9996236,0.000044380347,0.00008804989,0.0000766152,0.000074138035,0.0000932307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015301627,0.00012944284,0.0002578065,0.00014360157,0.000036646376,0.000038547067,0.00006322352,0.00008165822,0.000009211484],"category_scores_gemma":[0.000035219608,0.00009772989,0.000042447846,0.00005766701,0.000041998785,0.00011110718,0.000015353833,0.00014138519,2.4730613e-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":[0.00020218009,0.000013808944,0.0011845544,0.00017042036,0.00021081878,0.00003241334,0.0014100717,0.8962325,0.09315477,0.0012843483,0.00032776262,0.005776368],"study_design_scores_gemma":[0.0007429282,0.00020621222,0.0035574299,0.00012548674,0.000060940918,0.00017896552,0.00003893971,0.9918684,0.0011148847,0.0019198586,0.000057987032,0.00012797867],"about_ca_topic_score_codex":0.0000066352122,"about_ca_topic_score_gemma":0.000002767758,"teacher_disagreement_score":0.095635906,"about_ca_system_score_codex":0.000026888858,"about_ca_system_score_gemma":0.000018879056,"threshold_uncertainty_score":0.39853093},"labels":[],"label_agreement":null},{"id":"W2082453158","doi":"10.1016/j.jfluidstructs.2007.11.005","title":"Self-sustained aeroelastic oscillations of a NACA0012 airfoil at low-to-moderate Reynolds numbers","year":2008,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":163,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Airfoil; Aeroelasticity; Chord (peer-to-peer); Wake; Reynolds number; Physics; Reduced frequency; Laminar flow; Mechanics; Turbulence; Trailing edge; Angle of attack; Leading edge; Lift (data mining); Aerodynamics; Computer science","score_opus":0.004915656566909369,"score_gpt":0.2022136751496614,"score_spread":0.19729801858275203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082453158","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":[0.9872949,0.00041904012,0.011486343,0.00009690505,0.00016472378,0.000046567708,0.00001064635,0.000022888335,0.00045797802],"genre_scores_gemma":[0.99339837,0.0004001364,0.005931752,0.000045415676,0.00008781388,6.0591674e-7,0.0000021824387,0.00001568592,0.0001180168],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990901,0.00001903807,0.00044307476,0.00008225211,0.00022324079,0.00014234238],"domain_scores_gemma":[0.99944997,0.00003871175,0.00008260003,0.00010633606,0.00017636557,0.00014602649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000832799,0.00012868193,0.00029097198,0.00022710666,0.00012075135,0.000023151884,0.00008543196,0.00006994566,0.000062769635],"category_scores_gemma":[0.000037735852,0.00010516101,0.000112785565,0.00023179094,0.00003490485,0.000112767266,0.000022625689,0.000117262134,0.0000011802586],"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":[0.00037628313,0.000071121096,0.011739376,0.00044498907,0.0013364714,0.0001284589,0.007892811,0.807902,0.144726,0.01018214,0.01407979,0.0011205986],"study_design_scores_gemma":[0.0019526343,0.00037898662,0.057474647,0.00008584854,0.0002930819,0.0006911487,0.00042492896,0.9253252,0.009086245,0.0014193263,0.0023103594,0.000557588],"about_ca_topic_score_codex":0.0000056598533,"about_ca_topic_score_gemma":0.000018518458,"teacher_disagreement_score":0.13563976,"about_ca_system_score_codex":0.000066046465,"about_ca_system_score_gemma":0.000038756127,"threshold_uncertainty_score":0.42883414},"labels":[],"label_agreement":null},{"id":"W2083127157","doi":"10.1016/s0889-9746(03)00064-1","title":"A computational investigation of unsteady turbulent wake–boundary-layer interaction","year":2003,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Turbomachinery Performance 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 British Columbia","funders":"","keywords":"Wake; Boundary layer; Turbulence; Mechanics; Computational fluid dynamics; Physics; Boundary (topology); Geometry; Classical mechanics; Mathematics; Mathematical analysis","score_opus":0.010081283867206133,"score_gpt":0.22742242166068868,"score_spread":0.21734113779348255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083127157","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":[0.98979247,0.00070068816,0.008910918,0.000036258076,0.00030360595,0.000029856632,0.0000017119809,0.000007889206,0.00021662793],"genre_scores_gemma":[0.9935568,0.00011904053,0.006206004,0.000035847384,0.0000637847,2.8489924e-7,0.000004349273,0.0000067082447,0.0000071714685],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947554,0.000018655935,0.00027763945,0.000038115035,0.00013291874,0.00005715985],"domain_scores_gemma":[0.9997336,0.000019470775,0.00008685087,0.00003345462,0.00008810993,0.0000384861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000091068025,0.00007092207,0.0001197007,0.00011000147,0.000034386143,0.0000262859,0.000030484167,0.00003887861,0.000039788392],"category_scores_gemma":[0.000012168553,0.0000548172,0.0000334129,0.00006873194,0.000025980296,0.00024967216,0.0000025323195,0.00011541327,2.6364046e-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":[0.000024957319,0.0000053672106,0.006679959,0.00006419323,0.000059769252,0.00000269003,0.00078657904,0.9758254,0.0106898155,0.0017251031,0.001181374,0.0029547398],"study_design_scores_gemma":[0.0026289697,0.00061117986,0.22807758,0.00023410181,0.00015022446,0.0014676137,0.0005263665,0.6647194,0.062012836,0.031845067,0.0072335433,0.0004931178],"about_ca_topic_score_codex":0.0000013156738,"about_ca_topic_score_gemma":7.928454e-7,"teacher_disagreement_score":0.31110606,"about_ca_system_score_codex":0.000022082053,"about_ca_system_score_gemma":0.000021990212,"threshold_uncertainty_score":0.22353804},"labels":[],"label_agreement":null},{"id":"W2083968813","doi":"10.1006/jfls.2001.0421","title":"ACOUSTIC RESONANCE IN THE INLET SCROLL OF A TURBO-COMPRESSOR","year":2002,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Wake; Gas compressor; Airfoil; Rotor (electric); Vortex shedding; Mechanics; Acoustics; Trailing edge; Resonance (particle physics); Acoustic resonance; Inlet; Engineering; Structural engineering; Materials science; Physics; Aerospace engineering; Mechanical engineering; Turbulence","score_opus":0.011851698269848512,"score_gpt":0.23156652772124614,"score_spread":0.21971482945139764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083968813","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":[0.9856894,0.013039895,0.00052194815,0.00011510799,0.00009587307,0.000056240064,0.0000114485965,0.0000035798057,0.00046648903],"genre_scores_gemma":[0.9969141,0.0024730612,0.00048374262,0.000026895585,0.00006858081,7.293702e-7,2.9914742e-7,0.000009430928,0.000023168197],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919295,0.000032986805,0.00030851897,0.0000557289,0.00025935532,0.00015048476],"domain_scores_gemma":[0.99966633,0.000079021826,0.000042379263,0.000115526454,0.000057625846,0.000039088387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022903139,0.00008881671,0.00020012842,0.00011909212,0.000029578578,0.000033695313,0.00023285119,0.0000564,0.000028642891],"category_scores_gemma":[0.000040337192,0.000054911143,0.00005068296,0.00014695607,0.00007618951,0.000068998655,0.000019952839,0.00031800996,2.6273335e-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":[0.00037661867,0.0001986391,0.028788235,0.0011598812,0.0003705525,0.00069885945,0.016622512,0.29703176,0.45219845,0.013725935,0.02100808,0.16782047],"study_design_scores_gemma":[0.0011013376,0.00022724322,0.2321501,0.00009471789,0.000023243965,0.0002646394,0.00029166063,0.7586144,0.0003938348,0.0050312434,0.0016311064,0.00017644136],"about_ca_topic_score_codex":0.0000062398376,"about_ca_topic_score_gemma":0.000031362102,"teacher_disagreement_score":0.4615827,"about_ca_system_score_codex":0.00001671881,"about_ca_system_score_gemma":0.000006456248,"threshold_uncertainty_score":0.22392114},"labels":[],"label_agreement":null},{"id":"W2085414660","doi":"10.1016/j.jfluidstructs.2010.01.004","title":"Dynamics of a cantilevered pipe discharging fluid, fitted with a stabilizing end-piece","year":2010,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":50,"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":"Flutter; Cantilever; Mechanics; Flow (mathematics); Jet (fluid); Dynamics (music); Bifurcation; Fluid dynamics; Perpendicular; Pipe flow; Physics; Structural engineering; Engineering; Geometry; Aerodynamics; Mathematics; Acoustics; Turbulence; Nonlinear system","score_opus":0.003480045376586922,"score_gpt":0.19588237585570697,"score_spread":0.19240233047912006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085414660","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":[0.94082063,0.00019375289,0.058511898,0.00009910419,0.00013581816,0.000031731375,0.00001888761,0.000013912068,0.0001742378],"genre_scores_gemma":[0.9941002,0.00006695154,0.005717947,0.000014552085,0.00006578973,3.432284e-7,0.000004212901,0.00001427828,0.000015703723],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926525,0.00001200497,0.00032697356,0.00006946187,0.0001938696,0.00013244296],"domain_scores_gemma":[0.9995684,0.000032393833,0.00010293369,0.00010598356,0.00010499022,0.000085324566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011265746,0.00011801396,0.00027068425,0.00015383799,0.000052144216,0.00003941539,0.000094833085,0.000059245,0.0001094987],"category_scores_gemma":[0.000027628694,0.00008127371,0.00006780825,0.00013970649,0.000059869428,0.00015828325,0.0000135510445,0.00025016355,9.730583e-8],"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":[0.00013557938,0.000022350612,0.023484973,0.00019884598,0.0005416904,0.000036652444,0.0018624725,0.023012176,0.9287309,0.007460806,0.0001615424,0.014351995],"study_design_scores_gemma":[0.0014759046,0.00020702067,0.07146667,0.000101388345,0.00026614234,0.0004523757,0.0016523821,0.8986573,0.022659646,0.0024832205,0.0001985047,0.00037941383],"about_ca_topic_score_codex":0.000024164003,"about_ca_topic_score_gemma":0.00031198948,"teacher_disagreement_score":0.90607125,"about_ca_system_score_codex":0.000017254215,"about_ca_system_score_gemma":0.000035778477,"threshold_uncertainty_score":0.3314246},"labels":[],"label_agreement":null},{"id":"W2088128663","doi":"10.1016/j.jfluidstructs.2014.02.004","title":"Fluidelastic instability study in a rotated triangular tube array subject to two-phase cross-flow. Part I: Fluid force measurements and time delay extraction","year":2014,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","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":"Polytechnique Montréal; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Mechanics; Instability; Turbulence; Flow (mathematics); Two-phase flow; Vortex shedding; Physics; Reynolds number","score_opus":0.014459168286117154,"score_gpt":0.2901957783522887,"score_spread":0.27573661006617156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088128663","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":[0.96466196,0.00030793535,0.03446194,0.000029158597,0.00020755552,0.00023139939,0.000008853612,0.000020107866,0.00007108538],"genre_scores_gemma":[0.9981394,0.000028132086,0.0016322129,0.00003828202,0.00011441909,0.000004438609,0.0000042815946,0.000020408594,0.000018451396],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983248,0.00014954578,0.00077839394,0.00019851208,0.00034272892,0.00020600564],"domain_scores_gemma":[0.99929917,0.00007989214,0.00008250041,0.00016545548,0.00017542591,0.00019756585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011177268,0.00021206826,0.0004451359,0.00031750867,0.0000947684,0.0001836539,0.00009885854,0.00007052658,0.000068650996],"category_scores_gemma":[0.0002768153,0.00017404767,0.000082953964,0.00026797527,0.00003093097,0.0002962735,0.000016424494,0.0002080547,0.0000013269308],"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":[0.000975394,0.00024000744,0.036902767,0.00006993766,0.00044810996,0.000031452313,0.0016312152,0.33721483,0.60758173,0.00006886059,0.0002787536,0.014556922],"study_design_scores_gemma":[0.008381923,0.0013876811,0.092595756,0.0000592735,0.00021911424,0.000101587146,0.0001733666,0.8884722,0.007119796,0.0007403956,0.00030517936,0.00044374898],"about_ca_topic_score_codex":0.000026168811,"about_ca_topic_score_gemma":0.00010408668,"teacher_disagreement_score":0.60046196,"about_ca_system_score_codex":0.0000794397,"about_ca_system_score_gemma":0.000025786007,"threshold_uncertainty_score":0.7097458},"labels":[],"label_agreement":null},{"id":"W2088881711","doi":"10.1016/j.jfluidstructs.2013.04.010","title":"Rapid flow separation for transient inflow conditions versus accelerating bodies: An investigation into their equivalency","year":2013,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":25,"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 Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mechanics; Wake; Acceleration; Vorticity; Trailing edge; Inflow; Flow (mathematics); Leading edge; Physics; Transient (computer programming); Potential flow; Flow velocity; Vortex; Classical mechanics","score_opus":0.024066768052138587,"score_gpt":0.2715733892323113,"score_spread":0.2475066211801727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088881711","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":[0.96608245,0.00057215116,0.032568242,0.00019149223,0.00033924152,0.00013143489,0.000017606942,0.000021953965,0.000075450276],"genre_scores_gemma":[0.9859197,0.00023970037,0.013484863,0.00006176825,0.00021940224,0.000009602534,0.000044489167,0.000012515884,0.000007960372],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999309,0.000023758472,0.00037300022,0.00007837024,0.000111420115,0.000104420564],"domain_scores_gemma":[0.99950624,0.000057051155,0.00006802033,0.00007561046,0.00018864014,0.000104425875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115443,0.00011680919,0.00017361948,0.0001370059,0.00015455665,0.0001748009,0.000068821726,0.00006467677,0.00012065846],"category_scores_gemma":[0.000028301873,0.00009107071,0.00008511124,0.00006641315,0.000032180436,0.00065256294,0.0000044930475,0.00009886033,4.3108432e-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":[0.00012183999,0.00002684781,0.00041845982,0.0002329553,0.000582884,0.0000014742593,0.017364629,0.28304592,0.6055868,0.0081799785,0.0071343607,0.07730381],"study_design_scores_gemma":[0.00074739667,0.00030043515,0.0044215466,0.000017620985,0.0000576005,0.0000059329527,0.0007178864,0.9807256,0.0044915173,0.008151173,0.00022983296,0.00013349147],"about_ca_topic_score_codex":0.000011021753,"about_ca_topic_score_gemma":0.00004801515,"teacher_disagreement_score":0.69767964,"about_ca_system_score_codex":0.00002954697,"about_ca_system_score_gemma":0.000023370198,"threshold_uncertainty_score":0.37137556},"labels":[],"label_agreement":null},{"id":"W2089803567","doi":"10.1016/j.jfluidstructs.2011.04.009","title":"Measurements of the dynamic lift force acting on a circular cylinder in cross-flow and exposed to acoustic resonance","year":2011,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of New Brunswick","funders":"","keywords":"Lift (data mining); Acoustics; Duct (anatomy); Mechanics; Acoustic resonance; Lift coefficient; Vibration; Cylinder; Transducer; Resonance (particle physics); Sound pressure; Materials science; Physics; Engineering; Turbulence; Mechanical engineering; Computer science; Reynolds number","score_opus":0.021688260288105617,"score_gpt":0.24432806184132075,"score_spread":0.22263980155321514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089803567","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":[0.9942954,0.0005728428,0.004819193,0.000018723924,0.00011196325,0.00005142716,0.0000028662791,0.0000033074687,0.00012426532],"genre_scores_gemma":[0.9984418,0.00005879236,0.0014052686,0.000056310015,0.000017153874,5.4471786e-7,1.670566e-7,0.000009488112,0.000010451409],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993222,0.00002101254,0.00029884762,0.00007217042,0.00018810223,0.00009771372],"domain_scores_gemma":[0.9997188,0.000018220237,0.000055596403,0.000096254844,0.000061105726,0.00005004634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018882297,0.00008906038,0.0001732526,0.000113859736,0.000042285323,0.000029005696,0.00009416672,0.000047286772,0.000010539415],"category_scores_gemma":[0.00006773459,0.00006029107,0.000053551168,0.000118325566,0.000024198074,0.00007227891,0.000016575288,0.0001354759,6.689324e-8],"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":[0.00023075518,0.00003253666,0.070281796,0.00015983479,0.00021363828,0.000014498512,0.00484538,0.41665155,0.48924088,0.00020439456,0.000043175456,0.018081544],"study_design_scores_gemma":[0.00070745026,0.00011177543,0.5739428,0.00013068705,0.000041105104,0.000018535036,0.00012922465,0.4129056,0.011270423,0.0006039208,0.000010886099,0.00012761011],"about_ca_topic_score_codex":0.0000068163276,"about_ca_topic_score_gemma":0.00005035971,"teacher_disagreement_score":0.503661,"about_ca_system_score_codex":0.000026645048,"about_ca_system_score_gemma":0.000012923103,"threshold_uncertainty_score":0.24585985},"labels":[],"label_agreement":null},{"id":"W2090196217","doi":"10.1016/j.jfluidstructs.2015.01.002","title":"Experimental study on aerodynamic coefficients of yawed cylinders","year":2015,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Strouhal number; Vortex shedding; Aerodynamic force; Lift (data mining); Lift coefficient; Mechanics; Aerodynamics; Wind tunnel; Drag coefficient; Drag; Cylinder; Physics; Angle of attack; Angle of incidence (optics); Euler angles; Vortex; Crosswind; Mathematics; Geometry; Reynolds number; Optics; Turbulence; Meteorology","score_opus":0.015986441598706658,"score_gpt":0.2620643987150299,"score_spread":0.24607795711632324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090196217","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":[0.99695873,0.00055732427,0.001874878,0.000011637114,0.0002609612,0.000045802895,0.0000032386267,0.000006979371,0.00028045938],"genre_scores_gemma":[0.9996713,0.000010698498,0.00024287471,0.000015493204,0.000038835115,2.8637027e-7,9.689379e-7,0.000008927318,0.0000106562065],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993055,0.000021689744,0.00029411417,0.000056335855,0.00024960388,0.00007278996],"domain_scores_gemma":[0.99968994,0.000012799227,0.000059056896,0.000078267134,0.00007154105,0.00008840559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010338082,0.00008955786,0.00020653039,0.00015036172,0.000021321239,0.00002518649,0.00007931747,0.000032476615,0.000013497951],"category_scores_gemma":[0.000015724547,0.00006696297,0.000057807494,0.00008802406,0.00002394111,0.000054705048,0.000010647565,0.00008974889,3.4764216e-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":[0.0006270106,0.0009526083,0.01579038,0.000053146563,0.0013511991,0.00007224387,0.016238343,0.6352535,0.3178849,0.004025986,0.0034580058,0.0042926865],"study_design_scores_gemma":[0.0093928445,0.006996945,0.12643705,0.000072741896,0.00030581694,0.00010599686,0.03570811,0.7798693,0.039273623,0.0009144442,0.00024177984,0.00068129087],"about_ca_topic_score_codex":0.0000050966687,"about_ca_topic_score_gemma":0.0000032117887,"teacher_disagreement_score":0.27861127,"about_ca_system_score_codex":0.000029652601,"about_ca_system_score_gemma":0.000014375184,"threshold_uncertainty_score":0.2730671},"labels":[],"label_agreement":null},{"id":"W2090246056","doi":"10.1016/j.jfluidstructs.2013.09.021","title":"Effect of nozzle thickness on the self-excited impinging planar jet","year":2013,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Oscillation (cell signaling); Jet (fluid); Nozzle; Mechanics; Physics; Transonic; Acoustics; Instability; Flow visualization; Materials science; Flow (mathematics); Aerodynamics; Chemistry","score_opus":0.0033479059035301873,"score_gpt":0.2022519373532739,"score_spread":0.19890403144974372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090246056","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":[0.9975648,0.00039051982,0.0010978476,0.00009793931,0.0003603825,0.00007575077,0.000005193939,0.000014857423,0.00039270025],"genre_scores_gemma":[0.99910337,0.0001614315,0.00051257457,0.000040068546,0.0001619853,9.749912e-7,5.0482583e-7,0.000013961034,0.0000051042275],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939424,0.000034150708,0.00023836929,0.000050146646,0.0001614158,0.000121692596],"domain_scores_gemma":[0.99945664,0.00027060666,0.000069413516,0.000100755286,0.00005603788,0.000046535046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026083205,0.00012060008,0.00021909198,0.00006800606,0.00005911564,0.00004444616,0.00013981262,0.000062219384,0.000036224064],"category_scores_gemma":[0.00004763179,0.000062124054,0.00006534612,0.00006165828,0.000029178142,0.00005703272,0.000012312448,0.00026507233,6.8280764e-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":[0.0002299356,0.000058258134,0.010545599,0.0016192648,0.0015639544,0.00009097241,0.0030580978,0.12730359,0.7374742,0.032766093,0.026545351,0.058744684],"study_design_scores_gemma":[0.0024546366,0.0024896264,0.08804837,0.00063299807,0.00039123656,0.0006266987,0.00044265398,0.83858407,0.045828708,0.017955983,0.0017430465,0.000801954],"about_ca_topic_score_codex":0.0000053049916,"about_ca_topic_score_gemma":7.557458e-7,"teacher_disagreement_score":0.7112805,"about_ca_system_score_codex":0.000014918488,"about_ca_system_score_gemma":0.0000071362792,"threshold_uncertainty_score":0.25333455},"labels":[],"label_agreement":null},{"id":"W2090277601","doi":"10.1006/jfls.2000.0320","title":"REDUCED-ORDER MODELS OF UNSTEADY TRANSONIC VISCOUS FLOWS IN TURBOMACHINERY","year":2000,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Turbomachinery Performance and Optimization","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":"McGill University","funders":"","keywords":"Transonic; Turbomachinery; Inviscid flow; Cascade; Mechanics; Nonlinear system; Linearization; Boundary layer; Mathematics; Flow (mathematics); Physics; Mathematical analysis; Aerodynamics; Engineering","score_opus":0.005728102144412851,"score_gpt":0.2070495859015401,"score_spread":0.20132148375712725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090277601","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":[0.99330926,0.0040064394,0.001190813,0.000029018936,0.00012510897,0.00004429634,0.0000055999017,0.000011078175,0.001278414],"genre_scores_gemma":[0.9950938,0.0024268639,0.002308851,0.00002023241,0.000099955,4.7589594e-7,0.0000018835264,0.000014850103,0.000033036755],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924254,0.00001575093,0.00041029105,0.00006279969,0.00014032103,0.00012828963],"domain_scores_gemma":[0.99978864,0.000012427613,0.000040385934,0.00007637896,0.000034812867,0.000047331716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009635637,0.0001208579,0.0002572585,0.0001548851,0.000021265136,0.000016919355,0.000088625995,0.00007470268,0.0001240595],"category_scores_gemma":[0.0000032390935,0.00009046055,0.000053953787,0.00014468047,0.000020546644,0.00031346036,0.0000032109265,0.00021110667,2.4036177e-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":[0.000058124977,0.000009593846,0.00022443045,0.000043774082,0.00002562498,0.000007232371,0.0006134859,0.9529986,0.009223343,0.00008920932,0.00012565283,0.036580954],"study_design_scores_gemma":[0.0010052227,0.0001397719,0.011533347,0.000075171076,0.000030721632,0.00016288851,0.00004451536,0.9818956,0.0024960386,0.0022002286,0.00024923825,0.00016724512],"about_ca_topic_score_codex":0.0000123464715,"about_ca_topic_score_gemma":0.00001382771,"teacher_disagreement_score":0.03641371,"about_ca_system_score_codex":0.00001644129,"about_ca_system_score_gemma":0.000020453954,"threshold_uncertainty_score":0.3688874},"labels":[],"label_agreement":null},{"id":"W2092265543","doi":"10.1006/jfls.1999.0280","title":"EXPERIMENTAL CHARACTERIZATION OF CENTRIFUGAL PUMPS AS AN ACOUSTIC SOURCE AT THE BLADE-PASSING FREQUENCY","year":2000,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro One (Canada); Atomic Energy (Canada)","funders":"","keywords":"Acoustics; Centrifugal pump; Piping; Volute; Superposition principle; Sound pressure; Acoustic resonance; Thermoacoustic heat engine; SIGNAL (programming language); Mechanics; Engineering; Resonance (particle physics); Physics; Mechanical engineering; Computer science; Impeller","score_opus":0.0059654926467129455,"score_gpt":0.215253576055126,"score_spread":0.20928808340841304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092265543","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":[0.9969196,0.0010678513,0.0012429175,0.000026924878,0.00023961894,0.000053933065,0.000005186244,0.000010526501,0.0004334959],"genre_scores_gemma":[0.99940413,0.00012747475,0.000081341655,0.000028067956,0.0002635391,5.4749717e-7,0.000002920954,0.000012669309,0.000079284335],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992625,0.00003961114,0.00034671207,0.00005376936,0.0001879887,0.00010939764],"domain_scores_gemma":[0.9997121,0.000021233807,0.000083313906,0.00008877441,0.000024288373,0.00007025553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009877871,0.00009892395,0.00018328021,0.000037050253,0.00008369132,0.000042422907,0.000093050956,0.0000567401,0.0005962779],"category_scores_gemma":[0.00000742574,0.00006234982,0.000046742418,0.00004576933,0.00004520333,0.00014286452,0.0000062427785,0.00009550399,0.0000015317306],"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":[0.000019033681,0.000007803636,0.00044587348,0.000031122476,0.000041826148,0.000005590917,0.0027490791,0.0060408157,0.97943604,0.000025914485,0.000052499905,0.011144392],"study_design_scores_gemma":[0.002416509,0.0009984855,0.10025018,0.0004487574,0.00022495005,0.0040779384,0.0032262902,0.075246334,0.80363643,0.000922227,0.007827156,0.00072476943],"about_ca_topic_score_codex":0.00001686302,"about_ca_topic_score_gemma":0.0000013195572,"teacher_disagreement_score":0.17579964,"about_ca_system_score_codex":0.000030414321,"about_ca_system_score_gemma":0.000014138501,"threshold_uncertainty_score":0.65288246},"labels":[],"label_agreement":null},{"id":"W2092785405","doi":"10.1016/j.jfluidstructs.2008.06.009","title":"Microfluidic device concept based on microoscillator dynamics at a liquid–liquid interface","year":2008,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":2,"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":"Comisión Nacional de Energía Atómica, Gobierno de Argentina; McGill University","keywords":"Microfluidics; Dynamics (music); Interface (matter); Liquid liquid; Materials science; Nanotechnology; Mechanics; Mechanical engineering; Engineering; Physics; Chemistry; Acoustics; Composite material; Chromatography; Wetting","score_opus":0.009239839334907527,"score_gpt":0.24324443414180622,"score_spread":0.2340045948068987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092785405","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":[0.9914436,0.0025328917,0.004726914,0.000347107,0.00023415161,0.000068912545,0.000044604578,0.000006603197,0.0005952684],"genre_scores_gemma":[0.99850774,0.00012055743,0.0005914665,0.0003380289,0.0002745539,7.801531e-7,0.00000371672,0.000016156502,0.00014697803],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99882805,0.000052934327,0.00042484063,0.0001797025,0.0002709756,0.00024349947],"domain_scores_gemma":[0.9991587,0.00013851408,0.00016332268,0.00013881063,0.00012381664,0.00027683654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010186577,0.00020496767,0.00035992698,0.00007045007,0.00017872352,0.000026926682,0.00018925566,0.000079566526,0.00051547],"category_scores_gemma":[0.00003079366,0.0001406243,0.00018479758,0.000088718254,0.00013331685,0.000062321065,0.00006497214,0.000303069,0.0000050225553],"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":[0.012124332,0.0006506463,0.00968168,0.00014871727,0.00078975776,0.00028315926,0.001510634,0.0006154058,0.78006095,0.11376437,0.05356731,0.026803033],"study_design_scores_gemma":[0.0054172524,0.008269385,0.003578991,0.00032320642,0.00020713403,0.00029486592,0.0003638979,0.005433586,0.88521063,0.0033711158,0.0864041,0.0011258438],"about_ca_topic_score_codex":0.000015773223,"about_ca_topic_score_gemma":7.726616e-7,"teacher_disagreement_score":0.11039325,"about_ca_system_score_codex":0.000059899423,"about_ca_system_score_gemma":0.00008321627,"threshold_uncertainty_score":0.57344925},"labels":[],"label_agreement":null},{"id":"W2093288762","doi":"10.1006/jfls.2002.0457","title":"WAVE PROPAGATION IN A SYSTEM OF COAXIAL TUBES FILLED WITH INCOMPRESSIBLE MEDIA: A MODEL OF PULSE TRANSMISSION IN THE INTRACRANIAL ARTERIES","year":2002,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Mechanics; Coaxial; Annulus (botany); Compressibility; Physics; Tube (container); Viscoelasticity; Elasticity (physics); Materials science; Classical mechanics; Engineering; Composite material; Mechanical engineering","score_opus":0.02044554676660491,"score_gpt":0.22602948948551876,"score_spread":0.20558394271891386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093288762","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":[0.99771714,0.0010953461,0.0006465004,0.00021257477,0.000032972697,0.00017382813,0.0000050439344,0.0000018464231,0.000114751776],"genre_scores_gemma":[0.9983769,0.00016688155,0.0013802204,0.000018126639,0.000048642934,0.0000022611496,7.370312e-7,0.0000044967073,0.0000017201374],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989654,0.00008857321,0.000483725,0.00007069166,0.00031501873,0.00007658181],"domain_scores_gemma":[0.9996206,0.000080214195,0.00012416017,0.00007953341,0.00006388301,0.000031621337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024261921,0.000087347915,0.0003824834,0.0001238631,0.000021961368,0.000008910843,0.00006045432,0.000052680116,0.000012848363],"category_scores_gemma":[0.000035202862,0.000042157055,0.000056943216,0.00011281807,0.000105931766,0.00009340673,0.0000042310317,0.00017660076,1.2670738e-8],"study_design_candidate":"observational","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":[0.023429524,0.0015737197,0.031718895,0.010232064,0.0006516326,0.0013747874,0.15376166,0.0037971756,0.57144845,0.008594792,0.0003587137,0.19305861],"study_design_scores_gemma":[0.025276843,0.006047128,0.68055856,0.0069456133,0.0007071674,0.006462958,0.012076607,0.16978648,0.08781553,0.0038700553,0.000048206784,0.00040483446],"about_ca_topic_score_codex":0.000008715244,"about_ca_topic_score_gemma":0.000011876399,"teacher_disagreement_score":0.64883965,"about_ca_system_score_codex":0.000008654117,"about_ca_system_score_gemma":0.00002944347,"threshold_uncertainty_score":0.17191148},"labels":[],"label_agreement":null},{"id":"W2095336008","doi":"10.1016/j.jfluidstructs.2014.06.007","title":"On the use of generalized Hamilton׳s principle for the derivation of the equation of motion of a pipe conveying fluid","year":2014,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":31,"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":"Hamilton's principle; Classical mechanics; Motion (physics); Expression (computer science); Hamiltonian optics; Equations of motion; Mathematics; Principle of least action; Calculus (dental); Mathematical analysis; Physics; Mechanics; Hamiltonian system; Computer science","score_opus":0.030395670586995115,"score_gpt":0.23564263681990227,"score_spread":0.20524696623290717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095336008","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":[0.635472,0.000078913195,0.36421683,0.00008286923,0.00006467266,0.000070236645,0.000005590395,0.0000012770629,0.0000076097963],"genre_scores_gemma":[0.9984815,0.00007481864,0.0013617552,0.000034896868,0.000031900316,0.0000010300007,0.0000015717332,0.000005250756,0.000007246191],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992616,0.00005954891,0.00042007954,0.000033944714,0.00018092952,0.000043906985],"domain_scores_gemma":[0.9990939,0.00028015955,0.00031289802,0.0001250362,0.00017674285,0.000011257509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030846932,0.000058871246,0.00017433836,0.00005699232,0.000044963137,0.00001013215,0.00009185327,0.000036214078,0.000012097445],"category_scores_gemma":[0.00025922564,0.000027371283,0.00013168062,0.000093365576,0.00005233291,0.00007041854,0.000007989454,0.000053950727,1.0866498e-8],"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":[0.00008999493,0.000010894884,0.0014977828,0.00011248462,0.00021674664,2.2552896e-8,0.00096691283,0.47586533,0.47460586,0.042709433,0.00014095716,0.0037835515],"study_design_scores_gemma":[0.000430778,0.00008203724,0.028820476,0.000043664804,0.000119128235,0.000001702309,0.00007821018,0.8487626,0.11765776,0.003847241,0.0001211028,0.000035317746],"about_ca_topic_score_codex":0.000012717691,"about_ca_topic_score_gemma":0.000007161275,"teacher_disagreement_score":0.37289724,"about_ca_system_score_codex":0.00000898377,"about_ca_system_score_gemma":0.000011176687,"threshold_uncertainty_score":0.11161685},"labels":[],"label_agreement":null},{"id":"W2095539708","doi":"10.1016/j.jfluidstructs.2004.03.002","title":"Equivalent linear modal parameter estimation for a nonlinear aeroelastic system","year":2004,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aeroelasticity and Vibration Control","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":"McGill University","funders":"","keywords":"Aeroelasticity; Modal; Nonlinear system; Structural engineering; Mathematics; Control theory (sociology); Engineering; Physics; Computer science; Materials science; Mechanics; Aerodynamics; Composite material","score_opus":0.011146062652337717,"score_gpt":0.2370544462320982,"score_spread":0.22590838357976048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095539708","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":[0.32928896,0.00029465999,0.66989726,0.000056196914,0.00033463645,0.00008041735,0.000014432447,0.000021576385,0.000011875813],"genre_scores_gemma":[0.9185344,0.000016854407,0.08101683,0.000023754794,0.00038821204,0.0000025568222,0.0000023226103,0.000012055099,0.0000030225494],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993522,0.000008513929,0.00032807738,0.00005937431,0.00013157823,0.00012026231],"domain_scores_gemma":[0.99963236,0.000088806046,0.00006643147,0.000051483377,0.000082895924,0.00007801047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008383146,0.00010525421,0.00020427005,0.00006738801,0.000060241997,0.000045778248,0.000059384904,0.00006685198,0.0000054059656],"category_scores_gemma":[0.00008194529,0.00007972798,0.00007793361,0.000036875223,0.000021119808,0.00015168366,0.000006153017,0.00011525969,7.73184e-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":[0.00011750093,0.000011285443,0.000027076276,0.0002856688,0.00011296429,0.000008610288,0.00024693483,0.97730887,0.00859142,0.007841502,0.00012414929,0.005324018],"study_design_scores_gemma":[0.0018586825,0.00040691538,0.0006343031,0.000114945076,0.000101522746,0.00018473221,0.00008558345,0.98788303,0.0050540357,0.0033240283,0.00022273551,0.00012951388],"about_ca_topic_score_codex":0.0000010787129,"about_ca_topic_score_gemma":0.0000011703619,"teacher_disagreement_score":0.58924544,"about_ca_system_score_codex":0.00004513516,"about_ca_system_score_gemma":0.00002554368,"threshold_uncertainty_score":0.32512125},"labels":[],"label_agreement":null},{"id":"W2095585264","doi":"10.1016/j.jfluidstructs.2008.09.005","title":"Nonlinear dynamics of extensible fluid-conveying pipes, supported at both ends","year":2009,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":148,"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":"Pitchfork bifurcation; Galerkin method; Nonlinear system; Bifurcation; Mathematics; Buckling; Discretization; Partial differential equation; Ordinary differential equation; Flow (mathematics); Mathematical analysis; Divergence (linguistics); Instability; Differential equation; Saddle-node bifurcation; Mechanics; Classical mechanics; Physics; Geometry; Thermodynamics","score_opus":0.005844349301173445,"score_gpt":0.2187190065555612,"score_spread":0.21287465725438776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095585264","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":[0.9672154,0.001397693,0.029906979,0.00017584565,0.00017899899,0.000031288615,0.000017651728,0.00002410966,0.0010519995],"genre_scores_gemma":[0.9937285,0.0004766355,0.0054588644,0.00008631625,0.000099653094,8.147132e-8,0.000012523874,0.0000101643,0.00012722406],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999132,0.000014724741,0.00045724987,0.000072911906,0.00019224,0.00013088266],"domain_scores_gemma":[0.9995786,0.00001978553,0.00010855611,0.00010648854,0.000090663176,0.0000958895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000116530086,0.00012315663,0.0003165284,0.00018247406,0.00004976538,0.000027060036,0.000088983645,0.00007810824,0.00014131518],"category_scores_gemma":[0.000021539481,0.00009746448,0.000118294694,0.00013634907,0.000032032414,0.00012952852,0.0000108505,0.00013158545,3.6737958e-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":[0.00030056125,0.000098839184,0.01664975,0.0002633408,0.0010270777,0.00021471942,0.0017826637,0.12288443,0.7361397,0.009560838,0.010575082,0.100502975],"study_design_scores_gemma":[0.0008378694,0.00024852596,0.03728915,0.000039343748,0.0001702907,0.00026939655,0.00022790728,0.9421416,0.014972844,0.002869781,0.0006983301,0.00023496915],"about_ca_topic_score_codex":0.0000044620965,"about_ca_topic_score_gemma":0.000016783459,"teacher_disagreement_score":0.81925714,"about_ca_system_score_codex":0.000045124303,"about_ca_system_score_gemma":0.000022766893,"threshold_uncertainty_score":0.3974486},"labels":[],"label_agreement":null},{"id":"W2096445507","doi":"10.1016/j.jfluidstructs.2011.03.023","title":"The role of vortex wake dynamics in the flow-induced vibration of tube arrays","year":2011,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Wake; Mechanics; Vortex shedding; Vortex; Physics; Flow (mathematics); Vortex-induced vibration; Transverse plane; Vibration; Kármán vortex street; Tube (container); Classical mechanics; Potential flow; Dynamics (music); Turbulence; Acoustics; Reynolds number; Materials science; Structural engineering; Engineering","score_opus":0.006986093256656573,"score_gpt":0.1963381780826441,"score_spread":0.1893520848259875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096445507","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":[0.9886332,0.0008365505,0.00937102,0.000052095485,0.000101499085,0.000041556123,0.000005039382,0.0000028122845,0.000956203],"genre_scores_gemma":[0.99815714,0.00034149687,0.0014446656,0.000012668755,0.000033898657,4.3509652e-7,0.0000013364927,0.00000597743,0.0000023786824],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992808,0.000034597822,0.00040906286,0.00003894848,0.00016292844,0.000073658666],"domain_scores_gemma":[0.99965245,0.000044277145,0.00009918643,0.00010796172,0.000073627,0.000022486842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002588861,0.000073198775,0.00016396807,0.00008752576,0.000039961953,0.00002262657,0.00014965651,0.000048079037,0.000014321682],"category_scores_gemma":[0.00002072607,0.000039200648,0.00007882842,0.00012751675,0.000031571424,0.00008847925,0.0000080757245,0.00013220582,5.969969e-8],"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":[0.00026466008,0.000098535784,0.020656116,0.00013181302,0.00078705564,0.000013367962,0.016999042,0.047359496,0.47996643,0.27451536,0.00025072138,0.15895739],"study_design_scores_gemma":[0.00021324177,0.00010164478,0.047611784,0.000014512233,0.000048074704,0.000017248449,0.0017582804,0.9240238,0.0105640665,0.015515965,0.00006491734,0.00006642842],"about_ca_topic_score_codex":0.00002766846,"about_ca_topic_score_gemma":0.00015905383,"teacher_disagreement_score":0.87666434,"about_ca_system_score_codex":0.000014784631,"about_ca_system_score_gemma":0.000014906,"threshold_uncertainty_score":0.1598556},"labels":[],"label_agreement":null},{"id":"W2097769797","doi":"10.1006/jfls.2000.0293","title":"FLOW PAST A 2-D BACKWARD-FACING STEP WITH AN OSCILLATING WALL","year":2000,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":11,"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":"Mechanics; Flow visualization; Oscillation (cell signaling); Amplitude; Flow (mathematics); Computational fluid dynamics; Flow separation; Visualization; Function (biology); Motion (physics); Geometry; Physics; Geology; Acoustics; Mathematics; Optics; Classical mechanics; Engineering; Mechanical engineering; Turbulence","score_opus":0.0047449016578434925,"score_gpt":0.1962825126525101,"score_spread":0.1915376109946666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097769797","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":[0.9916893,0.00041208955,0.0065482957,0.000028492675,0.00014598608,0.00003316882,0.00000715504,0.000023104469,0.0011123879],"genre_scores_gemma":[0.95739204,0.00021020247,0.041923843,0.000037468166,0.00036760178,2.4386947e-7,0.0000012452796,0.000023919769,0.000043413063],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928564,0.000012745661,0.00025954522,0.00008468341,0.00018501813,0.00017236221],"domain_scores_gemma":[0.9996684,0.000021517526,0.0000398409,0.000098250704,0.000054194286,0.00011780524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011027593,0.00014065547,0.0002122891,0.00005447529,0.0000849964,0.00009206126,0.000097430784,0.00005881697,0.00014210472],"category_scores_gemma":[0.000005432066,0.00009692486,0.000038521324,0.00006189835,0.000032047403,0.00015349388,0.0000072759926,0.00023859025,5.4333645e-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":[0.00008497803,0.00001016477,0.0021915252,0.00007583793,0.00013016562,0.0000950932,0.0008166415,0.7539361,0.00913504,0.00026670317,0.000689648,0.2325681],"study_design_scores_gemma":[0.0006885657,0.00040274643,0.011599762,0.00009635819,0.000054945394,0.0005549519,0.00019007399,0.98180395,0.00013843403,0.0010848072,0.0031159904,0.00026943412],"about_ca_topic_score_codex":0.0000040648624,"about_ca_topic_score_gemma":0.000011731103,"teacher_disagreement_score":0.23229867,"about_ca_system_score_codex":0.000021809772,"about_ca_system_score_gemma":0.000012387708,"threshold_uncertainty_score":0.3952481},"labels":[],"label_agreement":null},{"id":"W2107836201","doi":"10.1016/j.jfluidstructs.2006.04.002","title":"Real-life experiences with flow-induced vibration","year":2006,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":82,"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":"Vortex-induced vibration; Vibration; Instability; Structural engineering; Power flow; Flow (mathematics); Mechanics; Cylinder; Vortex; Shell (structure); Choked flow; Physics; Engineering; Materials science; Power (physics); Acoustics; Mechanical engineering; Thermodynamics; Electric power system","score_opus":0.005094687634329527,"score_gpt":0.20389798278971275,"score_spread":0.19880329515538323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107836201","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":[0.9646174,0.00031349965,0.034340505,0.000060148788,0.00009911217,0.00001963504,9.758795e-7,0.000015047841,0.00053371897],"genre_scores_gemma":[0.99484485,0.00010642146,0.0048128497,0.00002477494,0.00018701499,8.132375e-7,0.0000020829805,0.000007960581,0.00001324629],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994634,0.000010201273,0.00023833437,0.000052984513,0.00015777587,0.00007729984],"domain_scores_gemma":[0.99977356,0.000011105543,0.000048935723,0.000052154373,0.0000571524,0.000057076555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005362695,0.00008394026,0.00014722513,0.00009726363,0.00005382937,0.000087142376,0.000050516708,0.000039471466,0.000052072948],"category_scores_gemma":[0.0000045172847,0.000055374618,0.000038299044,0.00009898726,0.000019046343,0.00018101865,0.000003861952,0.00007217417,1.9991876e-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":[0.00025389533,0.00004780566,0.0054146834,0.00011238653,0.00052307075,0.000082308776,0.008965392,0.36418533,0.56324387,0.029581266,0.007932846,0.01965718],"study_design_scores_gemma":[0.0007775113,0.0003011552,0.05056158,0.000026597136,0.000082497274,0.000100944395,0.0027066292,0.9280976,0.015486322,0.001190271,0.00037012703,0.00029877972],"about_ca_topic_score_codex":0.000023177268,"about_ca_topic_score_gemma":0.000021712249,"teacher_disagreement_score":0.5639123,"about_ca_system_score_codex":0.000011505788,"about_ca_system_score_gemma":0.0000197837,"threshold_uncertainty_score":0.22581114},"labels":[],"label_agreement":null},{"id":"W2108987345","doi":"10.1016/j.jfluidstructs.2009.07.007","title":"Effect of velocity ratio on the streamwise vortex structures in the wake of a stack","year":2009,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":36,"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 Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Downwash; Wake; Vortex; Physics; Vorticity; Crosswind; Mechanics; Jet (fluid); Vortex shedding; Boundary layer; Horseshoe vortex; Vortex ring; Turbulence; Reynolds number; Geometry; Classical mechanics; Meteorology","score_opus":0.006428755265888588,"score_gpt":0.2516372131140328,"score_spread":0.2452084578481442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108987345","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":[0.9982171,0.0007914261,0.0002729247,0.00017052241,0.000072673785,0.00013920222,0.00001801842,0.0000029324674,0.0003151755],"genre_scores_gemma":[0.9994241,0.00034316492,0.00013078301,0.00002959207,0.000058096583,6.3762667e-7,0.0000012183795,0.0000076836,0.000004701936],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99883366,0.0001408033,0.00040033658,0.00007072416,0.0004005647,0.00015391134],"domain_scores_gemma":[0.9992976,0.0003083672,0.00009411968,0.00018550428,0.000074828604,0.00003954525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006983876,0.00014143386,0.0003092147,0.00011923973,0.00004562379,0.000035502315,0.00029663913,0.0000731538,0.0000181479],"category_scores_gemma":[0.00010435705,0.00006574481,0.000100507,0.00016238932,0.00009835191,0.000054278335,0.000014260076,0.0004057852,7.1244976e-8],"study_design_candidate":"observational","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":[0.0014596218,0.000122797,0.009997318,0.00058432785,0.0005304789,0.00011804792,0.0057619186,0.12526584,0.49233413,0.1766185,0.0022623,0.18494472],"study_design_scores_gemma":[0.0016916519,0.003316327,0.81759566,0.0001268904,0.000076607066,0.0000995043,0.00039828208,0.13068765,0.015703036,0.029967804,0.000087382985,0.0002491926],"about_ca_topic_score_codex":0.000011598969,"about_ca_topic_score_gemma":0.000022805376,"teacher_disagreement_score":0.80759835,"about_ca_system_score_codex":0.00002337436,"about_ca_system_score_gemma":0.000024570529,"threshold_uncertainty_score":0.26809955},"labels":[],"label_agreement":null},{"id":"W2129443549","doi":"10.1016/j.jfluidstructs.2008.03.006","title":"Nonlinear Krylov acceleration for CFD-based aeroelasticity","year":2008,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Computational Fluid Dynamics and Aerodynamics","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":"École de Technologie Supérieure","funders":"","keywords":"Aeroelasticity; Computational fluid dynamics; Acceleration; Nonlinear system; Mechanics; Physics; Mathematics; Structural engineering; Aerodynamics; Engineering; Classical mechanics","score_opus":0.011673235048155891,"score_gpt":0.22366017231531937,"score_spread":0.21198693726716347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129443549","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":[0.79636544,0.00021765061,0.20300062,0.00004385379,0.0002694453,0.000043717908,0.00002036107,0.000011259277,0.000027671573],"genre_scores_gemma":[0.96480817,0.00007875533,0.03477232,0.000041694366,0.0002698034,7.0761695e-7,0.000009189197,0.000011669278,0.000007675949],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994812,0.000005683139,0.00024299127,0.00005408433,0.00012505043,0.00009100154],"domain_scores_gemma":[0.9996564,0.00007807293,0.000040354644,0.00003972873,0.0001288899,0.00005656623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000055424847,0.000088434674,0.00014616431,0.000072066556,0.00008361026,0.000027961247,0.00005810096,0.000045452274,0.000007258172],"category_scores_gemma":[0.000029753775,0.0000723709,0.000067368375,0.00004706236,0.000024428204,0.00006783646,0.000005341178,0.00009836246,1.5420358e-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":[0.00012616794,0.00004033963,0.0037579013,0.000108792665,0.000117101416,0.00002353811,0.00017864128,0.9359763,0.040464386,0.005843261,0.0016256355,0.01173788],"study_design_scores_gemma":[0.00057213416,0.00014425463,0.041971345,0.000009854105,0.000016492048,0.0000692137,0.000005156467,0.9545537,0.000588095,0.0013676265,0.00061033125,0.00009179208],"about_ca_topic_score_codex":0.0000010594521,"about_ca_topic_score_gemma":0.0000032608493,"teacher_disagreement_score":0.16844276,"about_ca_system_score_codex":0.000023059789,"about_ca_system_score_gemma":0.000034194083,"threshold_uncertainty_score":0.29511997},"labels":[],"label_agreement":null},{"id":"W2134415272","doi":"10.1016/j.jfluidstructs.2015.08.006","title":"Streamwise oscillations of a cylinder beneath a free surface: Free surface effects on fluid forces","year":2015,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Froude number; Free surface; Cylinder; Reynolds number; Mechanics; Wake; Vortex shedding; Volume of fluid method; Fluid dynamics; Displacement (psychology); Physics; Flow (mathematics); Mathematics; Classical mechanics; Geometry; Turbulence","score_opus":0.009337113123508323,"score_gpt":0.22472541416181926,"score_spread":0.21538830103831094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134415272","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":[0.99266636,0.0023986166,0.003726895,0.0001941944,0.00028279485,0.000071234994,0.000055353565,0.000019414934,0.00058510405],"genre_scores_gemma":[0.994507,0.00038118713,0.004895916,0.000028927629,0.0001165975,2.7365576e-7,0.00000411676,0.000019632571,0.000046320874],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988997,0.00003816372,0.00043245495,0.0001027642,0.00037884625,0.00014805379],"domain_scores_gemma":[0.9991066,0.00011355469,0.00010983992,0.00027731791,0.00020908775,0.00018359722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020286164,0.0001756335,0.00037405622,0.00013925334,0.000054048855,0.000062414554,0.00021696082,0.00010158672,0.000023012019],"category_scores_gemma":[0.000144182,0.00013250699,0.00013651214,0.00018313462,0.000038265545,0.00015634672,0.000037777732,0.00016265745,3.7940882e-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":[0.00013301443,0.000031342945,0.0063198707,0.00012762327,0.0005125599,0.000019344436,0.0009575165,0.9037455,0.06432495,0.0058289864,0.015936874,0.0020624222],"study_design_scores_gemma":[0.00576535,0.0014377235,0.039619952,0.00021777756,0.0004835631,0.00009008041,0.00057730905,0.86566496,0.05466097,0.02928501,0.0015185501,0.00067873637],"about_ca_topic_score_codex":0.000028732618,"about_ca_topic_score_gemma":0.000045051296,"teacher_disagreement_score":0.038080517,"about_ca_system_score_codex":0.000037741072,"about_ca_system_score_gemma":0.000046344805,"threshold_uncertainty_score":0.5403478},"labels":[],"label_agreement":null},{"id":"W229007431","doi":"10.1016/j.jfluidstructs.2006.08.005","title":"","year":2006,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"","field":"","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":"Mathematics","score_opus":0.006653584958851794,"score_gpt":0.2381666933823406,"score_spread":0.2315131084234888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W229007431","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":[0.99263823,0.0061045387,0.0003380437,0.00039044823,0.00026662738,0.00006625462,0.000018849425,0.000019845234,0.00015713593],"genre_scores_gemma":[0.9922383,0.000056576002,0.006255527,0.00012275897,0.0012636231,3.7163403e-7,0.0000013021064,0.00004022641,0.00002133915],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9975382,0.00012718259,0.00104026,0.00017018312,0.0007378951,0.00038627154],"domain_scores_gemma":[0.998441,0.0001028031,0.0006327456,0.00017246164,0.0004299911,0.00022099774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006261626,0.000272689,0.00056635286,0.00039956163,0.00022670324,0.00022730368,0.00027876228,0.00010993037,0.000024971356],"category_scores_gemma":[0.00011900445,0.00018229171,0.0002142154,0.00024988057,0.00022831389,0.0006532179,0.00004721959,0.00039894544,8.497757e-7],"study_design_candidate":"observational","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":[0.00070248626,0.000050133018,0.13985239,0.00002159814,0.00010977541,0.00031909486,0.00034081342,0.0009086911,0.8258257,0.019833703,0.008409701,0.0036259037],"study_design_scores_gemma":[0.0024095718,0.0004931668,0.85035443,0.000029011651,0.00010300094,0.004563928,0.00023358472,0.0000683949,0.029416543,0.10987109,0.0022405249,0.00021676114],"about_ca_topic_score_codex":0.00014664642,"about_ca_topic_score_gemma":0.00005745097,"teacher_disagreement_score":0.7964092,"about_ca_system_score_codex":0.000056535402,"about_ca_system_score_gemma":0.00006909531,"threshold_uncertainty_score":0.74336404},"labels":[],"label_agreement":null},{"id":"W2343946210","doi":"10.1016/j.jfluidstructs.2016.04.002","title":"Effects of mass and chordwise flexibility on 2D self-propelled flapping wings","year":2016,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Flapping; Wing; Flexibility (engineering); Thrust; Mechanism (biology); Structural engineering; Deformation (meteorology); Wing twist; Displacement (psychology); Fictitious force; Engineering; Mechanics; Angle of attack; Aerodynamics; Physics; Aerospace engineering; Mathematics","score_opus":0.005717728179786322,"score_gpt":0.20226774550879958,"score_spread":0.19655001732901325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343946210","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":[0.99558294,0.001866178,0.0018908828,0.00009863237,0.0003104515,0.00008211621,0.0000020117545,0.000017913699,0.00014887458],"genre_scores_gemma":[0.99454534,0.00065863284,0.004627858,0.000021532367,0.000108079716,4.6586672e-7,7.9015194e-8,0.0000109864195,0.00002702466],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993406,0.000031132407,0.0002729601,0.00008747936,0.00015255102,0.0001152733],"domain_scores_gemma":[0.99961704,0.00009557222,0.000067580964,0.00008181099,0.00004642666,0.00009159645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019026814,0.00012139451,0.0002625524,0.00008920447,0.00003381542,0.00001814563,0.00007276117,0.00008439976,0.0000289379],"category_scores_gemma":[0.00004151163,0.00006432729,0.000053995762,0.00004650204,0.0000353064,0.00007394439,0.000015416552,0.00010627896,4.804689e-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":[0.00008460601,0.0000063675707,0.00016483835,0.00024249897,0.00006448717,0.000008818077,0.00019294515,0.0000062492795,0.9568683,0.00063721696,0.00030251883,0.041421134],"study_design_scores_gemma":[0.0015189395,0.0005072611,0.0098826345,0.00022573408,0.000066736146,0.000040354105,0.00002191344,0.00035432912,0.9695098,0.016601173,0.001119458,0.00015169276],"about_ca_topic_score_codex":0.0000012285414,"about_ca_topic_score_gemma":1.6095323e-7,"teacher_disagreement_score":0.04126944,"about_ca_system_score_codex":0.000014684434,"about_ca_system_score_gemma":0.0000081298,"threshold_uncertainty_score":0.26231906},"labels":[],"label_agreement":null},{"id":"W2400490697","doi":"10.1016/j.jfluidstructs.2016.05.003","title":"Semi-analytical technique for isolating the pseudo-Rayleigh component of the field induced by a transiently responding submerged cylindrical shell","year":2016,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Killam Trusts; Dalhousie University","keywords":"Shell (structure); Component (thermodynamics); Field (mathematics); Rayleigh scattering; Structural engineering; Physics; Acoustics; Engineering; Materials science; Mathematics; Composite material; Optics; Thermodynamics","score_opus":0.010266714149961198,"score_gpt":0.25704994769002926,"score_spread":0.24678323354006806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2400490697","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":[0.88819385,0.00012277058,0.1101054,0.0010136452,0.00025177875,0.00014425859,0.00001873145,0.0000064721376,0.00014309275],"genre_scores_gemma":[0.9986981,0.000031368403,0.0011080895,0.000046469322,0.00007620691,0.0000034043524,3.0778537e-7,0.000010963287,0.000025087289],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992225,0.000036014364,0.00041797504,0.00006428189,0.00013837019,0.00012087087],"domain_scores_gemma":[0.99920344,0.0004687846,0.000080108344,0.00011642417,0.00008833895,0.00004287349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020342362,0.000095245836,0.00017780959,0.0000921279,0.000112968286,0.000023307903,0.00014795498,0.00008090115,0.000026969265],"category_scores_gemma":[0.00015769155,0.000042927903,0.00015418124,0.000119557866,0.000028711762,0.00008629832,0.000015135208,0.00021676363,5.3875755e-8],"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":[0.00005574603,0.00000860861,0.0003926097,0.000012738673,0.000068453366,3.2121204e-7,0.00012080078,0.0014901544,0.9931213,0.0027437531,0.0012130263,0.0007724534],"study_design_scores_gemma":[0.0020586082,0.0008395993,0.021375095,0.0004263919,0.00033100488,0.0002128084,0.00029493228,0.5404218,0.42276102,0.006490297,0.004354686,0.00043375226],"about_ca_topic_score_codex":0.0000041276385,"about_ca_topic_score_gemma":0.000002556897,"teacher_disagreement_score":0.5703603,"about_ca_system_score_codex":0.000031539872,"about_ca_system_score_gemma":0.000015473688,"threshold_uncertainty_score":0.17505491},"labels":[],"label_agreement":null},{"id":"W2566258629","doi":"10.1016/j.jfluidstructs.2016.11.010","title":"On the observability of the pseudo-Rayleigh waves on submerged cylindrical shells","year":2016,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Killam Trusts; Dalhousie University","keywords":"Observability; Shell (structure); Attenuation; Rayleigh scattering; Field (mathematics); Physics; Rayleigh wave; Mechanics; Acoustics; Optics; Surface wave; Computational physics; Materials science; Mathematics; Composite material","score_opus":0.011100606989995824,"score_gpt":0.22182287469105405,"score_spread":0.21072226770105823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566258629","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":[0.9971975,0.00008282371,0.00047180135,0.00084042875,0.0005493787,0.00005117063,0.0000141395,0.0000052766604,0.00078749435],"genre_scores_gemma":[0.9995639,0.000086445114,0.00013294749,0.0000571635,0.000089833135,5.1592315e-7,1.0919841e-7,0.0000076018746,0.00006150418],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99936134,0.000042272455,0.00028652995,0.000055599736,0.00016667781,0.00008756861],"domain_scores_gemma":[0.99936837,0.0002780802,0.000059655293,0.00018337624,0.000074326876,0.000036186673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012504046,0.00008817234,0.00013488343,0.000040987605,0.000078516496,0.00001786862,0.0001443874,0.00004694289,0.00015201195],"category_scores_gemma":[0.00015985606,0.00003282487,0.000118306525,0.00006849553,0.00006989678,0.00006554945,0.000014655862,0.0001817867,7.953502e-7],"study_design_candidate":"observational","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":[0.00035371052,0.00015360389,0.01872575,0.0000687358,0.00047717078,0.000005322288,0.00094311923,0.09989854,0.57665855,0.26971054,0.015085759,0.017919172],"study_design_scores_gemma":[0.0008618905,0.000504058,0.85204315,0.0002184241,0.00007083779,0.00005475349,0.00010940139,0.06346162,0.02594658,0.054587133,0.0019092939,0.00023287216],"about_ca_topic_score_codex":0.0000027377912,"about_ca_topic_score_gemma":0.000003172806,"teacher_disagreement_score":0.8333174,"about_ca_system_score_codex":0.000031369353,"about_ca_system_score_gemma":0.000012028217,"threshold_uncertainty_score":0.16644244},"labels":[],"label_agreement":null},{"id":"W2596885902","doi":"10.1016/j.jfluidstructs.2017.02.012","title":"Coupled multimodal fluid-vehicle model for analysis of anti-slosh effectiveness of longitudinal baffles in a partially-filled tank vehicle","year":2017,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics Simulations and Interactions","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":"Université Laval; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Slosh dynamics; Baffle; Engineering; Added mass; Boundary element method; Mechanics; Moment (physics); Boundary value problem; Potential flow; Finite element method; Computational fluid dynamics; Structural engineering; Control theory (sociology); Vibration; Physics; Computer science; Mathematics; Mathematical analysis; Mechanical engineering; Acoustics; Classical mechanics","score_opus":0.016637459834583944,"score_gpt":0.2897576193012814,"score_spread":0.2731201594666975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596885902","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":[0.95520145,0.00029598002,0.0441652,0.000012580866,0.000121478246,0.000112996895,0.00006348667,0.0000050110802,0.000021796464],"genre_scores_gemma":[0.9973826,0.00010744142,0.0024539994,0.0000016534057,0.000030907016,0.000003050718,0.0000037761115,0.000012793093,0.0000037967718],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906063,0.000026418205,0.0005310477,0.00010153716,0.00014572672,0.00013461095],"domain_scores_gemma":[0.9991088,0.00019178665,0.0001966817,0.0001971059,0.0002520095,0.000053649772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028718467,0.00012600714,0.00057019084,0.00034781575,0.00010568504,0.000044632994,0.00014905825,0.00007912829,0.0000129259715],"category_scores_gemma":[0.00011813887,0.00010552991,0.00023281598,0.00012496543,0.00007789362,0.0002618375,0.000023984167,0.00011400809,3.407431e-8],"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":[0.00015243483,0.000024597568,0.07980912,0.00008740656,0.0004628528,0.0000016840648,0.000102585196,0.6692367,0.24914208,0.00067094504,0.0000057397274,0.00030385816],"study_design_scores_gemma":[0.00077709946,0.00005546712,0.43012527,0.000038717913,0.0002090049,0.00000190878,0.000014722591,0.56530476,0.0029806898,0.0004349701,7.737134e-7,0.000056631303],"about_ca_topic_score_codex":0.000092165086,"about_ca_topic_score_gemma":0.00021987245,"teacher_disagreement_score":0.35031614,"about_ca_system_score_codex":0.00003387225,"about_ca_system_score_gemma":0.000028865488,"threshold_uncertainty_score":0.43033847},"labels":[],"label_agreement":null},{"id":"W2770643946","doi":"10.1016/j.jfluidstructs.2017.10.007","title":"Flow-induced vibration of three unevenly spaced in-line cylinders in cross-flow","year":2017,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","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":"University of Ontario Institute of Technology","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Strouhal number; Vortex shedding; Potential flow around a circular cylinder; Cylinder; Reynolds number; Vortex; Lift (data mining); Mechanics; Kármán vortex street; Drag; Vortex-induced vibration; Vorticity; Physics; Geometry; Turbulence; Mathematics","score_opus":0.016125391101942683,"score_gpt":0.2686483473704126,"score_spread":0.25252295626846993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770643946","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":[0.98401254,0.00027907954,0.015129603,0.00016864437,0.00020325468,0.000040704068,0.000004345332,0.0000040266013,0.0001577725],"genre_scores_gemma":[0.99570125,0.00016533596,0.0040220832,0.000015644831,0.0000768743,3.629417e-7,0.000002011522,0.000009911538,0.000006535037],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991812,0.000013406949,0.0004639896,0.00007364013,0.00016091816,0.00010686272],"domain_scores_gemma":[0.99956596,0.000019979634,0.0001423056,0.00014997138,0.000072112416,0.00004969783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021540238,0.000104105704,0.00028182045,0.00023616318,0.00005411698,0.00011170193,0.00013938356,0.0000937687,0.000026861208],"category_scores_gemma":[0.00006359058,0.00008610752,0.00007561628,0.00007825167,0.000035802634,0.0002967708,0.000017376642,0.00018648773,1.5646299e-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":[0.00012940868,0.000021517602,0.048615567,0.00007248176,0.00011284594,0.000030130215,0.0005220649,0.79865634,0.12406895,0.0014897828,0.00005328153,0.026227653],"study_design_scores_gemma":[0.00069262786,0.000046844158,0.33483747,0.000027750635,0.00001074296,0.000006153993,0.000022280037,0.6594943,0.0027104113,0.002075729,0.000009297435,0.000066438755],"about_ca_topic_score_codex":0.000048785612,"about_ca_topic_score_gemma":0.00074483384,"teacher_disagreement_score":0.2862219,"about_ca_system_score_codex":0.000027080183,"about_ca_system_score_gemma":0.000028243065,"threshold_uncertainty_score":0.35113627},"labels":[],"label_agreement":null},{"id":"W2771519512","doi":"10.1016/j.jfluidstructs.2017.10.015","title":"Structural analysis of a submerged cylindrical shell subjected to two consecutive spherical shock waves","year":2017,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Elasticity and Wave Propagation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shell (structure); Shock wave; Mechanics; Wavefront; Shock (circulatory); Spherical shell; Shock front; Stress (linguistics); Physics; Front (military); Geometry; Classical mechanics; Optics; Mathematics; Materials science; Composite material","score_opus":0.012787657560913927,"score_gpt":0.2588303566081593,"score_spread":0.24604269904724535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771519512","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":[0.9941273,0.00026356668,0.0050164387,0.00006376035,0.00024604538,0.000052475585,0.000021431268,0.000009362195,0.00019965802],"genre_scores_gemma":[0.9962919,0.000039935963,0.003500705,0.000019333746,0.0001270675,3.7262168e-7,0.0000021666906,0.000009197578,0.000009367469],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990636,0.000035130906,0.0004173209,0.000098396646,0.00022847127,0.00015704178],"domain_scores_gemma":[0.99930376,0.000061000912,0.00015869996,0.00015002699,0.00017872399,0.00014778579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107698295,0.00013766775,0.0004649812,0.00018594848,0.00012642602,0.00007802708,0.00018484873,0.0000733924,0.00006737643],"category_scores_gemma":[0.00020697134,0.000102828206,0.00014969296,0.00016707712,0.00009985855,0.00014053695,0.000036650377,0.0002192234,3.0311955e-7],"study_design_candidate":"observational","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":[0.0007288906,0.000028794855,0.14544702,0.00011699944,0.0041941986,0.00009003389,0.0031138014,0.05810669,0.76978964,0.00304682,0.00046742804,0.014869704],"study_design_scores_gemma":[0.00061360135,0.00021165986,0.9234306,0.000024339648,0.00066127157,0.000046026238,0.00012029765,0.03505423,0.03795545,0.0016791157,0.00003131609,0.00017205019],"about_ca_topic_score_codex":0.000035730303,"about_ca_topic_score_gemma":0.000057540008,"teacher_disagreement_score":0.7779836,"about_ca_system_score_codex":0.000026573109,"about_ca_system_score_gemma":0.000021484862,"threshold_uncertainty_score":0.41932127},"labels":[],"label_agreement":null},{"id":"W2892041180","doi":"10.1016/j.jfluidstructs.2018.08.004","title":"Passive control of vortex-induced vibration by spanwise grooves","year":2018,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","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 British Columbia","funders":"","keywords":"Groove (engineering); Vortex-induced vibration; Drag; Geometry; Transverse plane; Cylinder; Mechanics; Physics; Reynolds number; Vortex; Vibration; Drag coefficient; Wake; Vortex shedding; Cross section (physics); Materials science; Structural engineering; Acoustics; Turbulence; Mathematics; Engineering","score_opus":0.003885303100115442,"score_gpt":0.20526657772107104,"score_spread":0.2013812746209556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892041180","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":[0.92765427,0.0006225345,0.07115958,0.00013900176,0.00023328906,0.000033758923,0.000016426233,0.000008231526,0.00013291738],"genre_scores_gemma":[0.9989418,0.00013801293,0.0006455824,0.00006334084,0.00018790206,2.9036278e-7,0.0000019566776,0.000008854862,0.000012291062],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993544,0.000017980678,0.0003433279,0.000054425414,0.00014928714,0.000080539736],"domain_scores_gemma":[0.99957913,0.000024136847,0.000108481814,0.00006981026,0.00015426865,0.000064176624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000710006,0.0000898797,0.0002252931,0.00010281121,0.00003290155,0.00003784265,0.00006635709,0.00006019931,0.00006884484],"category_scores_gemma":[0.00002723231,0.00006759686,0.00007387739,0.000081807644,0.000040548235,0.00014991428,0.000005371716,0.0000830295,3.6407513e-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":[0.000048851995,0.000008933501,0.00057538983,0.000021709115,0.0002411949,0.000002416155,0.00031547158,0.00085268624,0.9842673,0.0038411294,0.0022252598,0.007599679],"study_design_scores_gemma":[0.0028803777,0.0011205275,0.06338464,0.00006309416,0.00037387083,0.00007633434,0.00029226593,0.63332,0.2859083,0.010501761,0.0016405003,0.0004383705],"about_ca_topic_score_codex":0.000006656307,"about_ca_topic_score_gemma":0.000008305647,"teacher_disagreement_score":0.69835895,"about_ca_system_score_codex":0.000011320365,"about_ca_system_score_gemma":0.0000137829065,"threshold_uncertainty_score":0.275652},"labels":[],"label_agreement":null},{"id":"W2894260698","doi":"10.1016/j.jfluidstructs.2018.07.014","title":"Experimental investigation of the energy extraction by a fully-passive flapping-foil hydrokinetic turbine prototype","year":2018,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":82,"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 Victoria; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Flapping; Turbine; Aerodynamics; Chord (peer-to-peer); Turbine blade; Reynolds number; Inflow; Engineering; Flow (mathematics); FOIL method; Marine engineering; Mechanics; Aerospace engineering; Structural engineering; Physics; Computer science; Materials science; Wing; Turbulence","score_opus":0.0064397143419832725,"score_gpt":0.21216125945997566,"score_spread":0.2057215451179924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894260698","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":[0.996048,0.0015398876,0.0014561852,0.00010260644,0.00064801914,0.000073247174,0.0000030943386,0.000008096811,0.00012086247],"genre_scores_gemma":[0.9985754,0.000045452878,0.0010494184,0.000039242106,0.00024124226,0.0000024322667,8.71899e-7,0.0000095977775,0.000036362595],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99939674,0.000028485447,0.00026069238,0.0000587383,0.0001737209,0.00008162385],"domain_scores_gemma":[0.9996774,0.000011402725,0.000111815454,0.00007668803,0.00007074887,0.0000519476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005945947,0.00009547633,0.00013432503,0.000053873926,0.000055958986,0.000019515423,0.00009068975,0.00007602058,0.00007330357],"category_scores_gemma":[0.000009539089,0.0000575418,0.0000477062,0.00008396027,0.0000848824,0.00007596162,0.000014687762,0.00010075836,2.4853617e-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":[0.000040590992,0.0000036524789,0.000039045834,0.000015745292,0.00002563273,6.6956744e-7,0.00026947135,0.000022101587,0.994208,0.0004115434,0.002028003,0.0029355807],"study_design_scores_gemma":[0.0002931194,0.00042013248,0.0010983974,0.00003889928,0.000019268964,0.000058604863,0.000046578745,0.001579913,0.9912181,0.0032620148,0.0018968376,0.000068160196],"about_ca_topic_score_codex":0.000012238535,"about_ca_topic_score_gemma":0.0000011213167,"teacher_disagreement_score":0.0029898898,"about_ca_system_score_codex":0.000017069393,"about_ca_system_score_gemma":0.000013972162,"threshold_uncertainty_score":0.23464866},"labels":[],"label_agreement":null},{"id":"W2911460002","doi":"10.1016/j.jfluidstructs.2019.01.025","title":"Wake structures and acoustic resonance excitation of a single finned cylinder in cross-flow","year":2019,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","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":"University of Ontario Institute of Technology","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vortex shedding; Potential flow around a circular cylinder; Vortex; Wake; Lift (data mining); Cylinder; Mechanics; Drag; Flow visualization; Physics; Flow (mathematics); Materials science; Turbulence; Geometry; Open-channel flow; Reynolds number; Mathematics","score_opus":0.006429498726567874,"score_gpt":0.22648901885621694,"score_spread":0.22005952012964908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911460002","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":[0.99380565,0.0027577323,0.0031134977,0.000025309077,0.0001497935,0.000042452004,0.000009799222,0.0000049125197,0.00009088514],"genre_scores_gemma":[0.9967305,0.00029460285,0.0028703227,0.000025473128,0.000042386677,2.6806282e-7,0.0000020303448,0.000010055714,0.00002435659],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99926907,0.000016648977,0.00038348458,0.00008067975,0.00015295338,0.00009717574],"domain_scores_gemma":[0.999665,0.000050528677,0.00008270233,0.000074993084,0.00008402509,0.000042753756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011239866,0.00009995063,0.0002489915,0.00018412563,0.000020763833,0.00005663622,0.00005853154,0.00007577826,0.000049985127],"category_scores_gemma":[0.000041282317,0.000079468184,0.00004637888,0.00012126692,0.00003872417,0.00015663456,0.000011004725,0.0001239432,1.3203075e-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":[0.00018603659,0.000019766809,0.04842725,0.00030628586,0.00012634578,0.000013960634,0.001551086,0.47967198,0.4502217,0.003382818,0.00019223774,0.015900545],"study_design_scores_gemma":[0.0009182858,0.00013257362,0.568046,0.000048864928,0.000025854517,0.00003208645,0.00011573185,0.42158386,0.0018842048,0.007004482,0.00008320667,0.00012487653],"about_ca_topic_score_codex":0.0000065167146,"about_ca_topic_score_gemma":0.00003177497,"teacher_disagreement_score":0.51961875,"about_ca_system_score_codex":0.000018190833,"about_ca_system_score_gemma":0.000013848594,"threshold_uncertainty_score":0.32406187},"labels":[],"label_agreement":null},{"id":"W2911713031","doi":"10.1016/j.jfluidstructs.2019.01.012","title":"Boundary layer tripping on moderate Reynolds number oscillating foils","year":2019,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Turbulent Flows","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":"Université Laval; University of Victoria","funders":"","keywords":"Reynolds number; Turbulence; Particle image velocimetry; Mechanics; Boundary layer; Water tunnel; Stall (fluid mechanics); Reynolds-averaged Navier–Stokes equations; Airfoil; Materials science; Turbine; Physics; Thermodynamics; Vortex","score_opus":0.007590113455737805,"score_gpt":0.21971142370330343,"score_spread":0.21212131024756561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911713031","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":[0.99174225,0.0013881753,0.0004347691,0.000059006692,0.000982559,0.00005873996,0.000005505367,0.000022619939,0.0053063645],"genre_scores_gemma":[0.9976453,0.0003506397,0.0014463086,0.00010661442,0.00025752088,3.3036545e-7,9.412568e-7,0.000024478708,0.00016784234],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912953,0.000016123917,0.00035722312,0.000096876654,0.00021442305,0.00018582458],"domain_scores_gemma":[0.9996445,0.000042464668,0.000065000284,0.00011135936,0.000055502347,0.00008114785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015886685,0.00015260036,0.00028171533,0.00009032026,0.00006861571,0.00013187835,0.00008886386,0.00008743634,0.000119911296],"category_scores_gemma":[0.000015825832,0.00011549514,0.00011587459,0.00006479854,0.00001621714,0.00015319228,0.000017457107,0.0002857432,0.0000059887802],"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":[0.0004039319,0.000034988167,0.01648268,0.0007877091,0.0006644606,0.00014005006,0.0016049996,0.71333003,0.17962332,0.022155643,0.009097348,0.055674843],"study_design_scores_gemma":[0.0027433892,0.00043134645,0.038663983,0.00060142536,0.00008412376,0.00057138666,0.00009549373,0.92590135,0.0038828906,0.015741842,0.010556551,0.00072620413],"about_ca_topic_score_codex":0.0000026417626,"about_ca_topic_score_gemma":8.996805e-7,"teacher_disagreement_score":0.21257134,"about_ca_system_score_codex":0.000034842782,"about_ca_system_score_gemma":0.000018826304,"threshold_uncertainty_score":0.47097552},"labels":[],"label_agreement":null},{"id":"W2917868982","doi":"10.1016/j.jfluidstructs.2019.01.024","title":"Three-dimensional, non-stationary and non-Gaussian (3D-NS-NG) wind fields and their implications to wind–structure interaction problems","year":2019,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":49,"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; Canada Foundation for Innovation","keywords":"Wind engineering; Aerodynamics; Planetary boundary layer; Meteorology; Tornado; Wind shear; Wind power; Wind speed; Flow (mathematics); Prevailing winds; Wind gradient; Boundary layer; Wind profile power law; Geology; Engineering; Mathematics; Aerospace engineering; Geometry; Turbulence; Physics","score_opus":0.01356913371479235,"score_gpt":0.2351791502569193,"score_spread":0.22161001654212695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917868982","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":[0.9969076,0.0006284293,0.00048475573,0.0011724426,0.00021651686,0.00018661714,0.000060876773,0.0000038851363,0.00033889542],"genre_scores_gemma":[0.9971606,0.000048768183,0.0020808992,0.0005236583,0.00013643861,1.7545699e-7,0.00001992032,0.0000030012673,0.000026504926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992602,0.000024956084,0.00028622165,0.00017577024,0.00011245125,0.00014041588],"domain_scores_gemma":[0.9993539,0.00017682408,0.00011967427,0.00009709743,0.000074228235,0.00017827417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118157404,0.0001358128,0.00021939717,0.00011828219,0.00018722669,0.00009035981,0.00008247399,0.00009219537,0.0005737149],"category_scores_gemma":[0.000022464215,0.000080796635,0.000033070923,0.00009525858,0.00005259067,0.0002634944,0.000018371064,0.00021743508,0.000002113625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002941599,0.000022060927,0.822018,0.00008574449,0.00015629668,0.000005652962,0.002318586,0.07552334,0.014808432,0.00047990764,0.001528354,0.082759455],"study_design_scores_gemma":[0.00030376622,0.00045643406,0.9636008,0.000022386504,0.0000159095,0.000116938914,0.000111755,0.008492728,0.000032477226,0.025945665,0.00079077383,0.00011036107],"about_ca_topic_score_codex":0.00009016873,"about_ca_topic_score_gemma":0.0001954648,"teacher_disagreement_score":0.1415828,"about_ca_system_score_codex":0.000003314291,"about_ca_system_score_gemma":0.00002706128,"threshold_uncertainty_score":0.62817764},"labels":[],"label_agreement":null},{"id":"W2922169595","doi":"10.1016/j.jfluidstructs.2019.02.023","title":"Critical spacing of stationary tandem circular cylinders at <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\" overflow=\"scroll\" id=\"d1e1743\" altimg=\"si217.gif\"><mml:mi>R</mml:mi><mml:mi>e</mml:mi><mml:mo>≈</mml:mo><mml:mn>100</mml:mn></mml:math>","year":2019,"lang":"lv","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Center for Information Technology; U.S. Department of Commerce; National Science Foundation","keywords":"Laminar flow; Cylinder; Kármán vortex street; Reynolds number; Dimensionless quantity; Geometry; Flow (mathematics); Center (category theory); Range (aeronautics); Wake; Vortex shedding; Flow visualization; Mathematics; Physics; Mechanics; Materials science; Turbulence","score_opus":0.01053491844318246,"score_gpt":0.2351767309281627,"score_spread":0.22464181248498025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922169595","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":[0.98521537,0.0029487,0.005761944,0.0004826223,0.0016815879,0.00004534691,0.0003423506,0.00006149192,0.0034605607],"genre_scores_gemma":[0.9925263,0.0016973006,0.0033268116,0.0005872815,0.0012219151,0.000029155366,0.00029145455,0.00025889202,0.0000608798],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9945411,0.00018653502,0.0017496857,0.00076145976,0.0017250291,0.0010361852],"domain_scores_gemma":[0.99656636,0.0007396219,0.000954927,0.00078574097,0.00027867526,0.00067465845],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001043914,0.0006206516,0.00052922615,0.00047422614,0.0007974517,0.0007436347,0.00072369736,0.0011095726,0.0032220052],"category_scores_gemma":[0.0006919665,0.0008539546,0.001223622,0.0005411431,0.00055352837,0.0009897491,0.00046347937,0.0011929481,0.00012444677],"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":[0.00060888,0.00011886098,0.00014030632,0.0010245615,0.0019465338,0.00050820585,0.0014131292,0.035193633,0.01737722,0.9323143,0.008319934,0.0010344515],"study_design_scores_gemma":[0.0019927542,0.0011231479,0.00089317927,0.0008123523,0.0015876667,0.0013651992,0.001833257,0.90115803,0.083257444,0.0037402767,0.0012270132,0.0010096468],"about_ca_topic_score_codex":0.00028503893,"about_ca_topic_score_gemma":0.00018101091,"teacher_disagreement_score":0.928574,"about_ca_system_score_codex":0.00004173219,"about_ca_system_score_gemma":0.00057151343,"threshold_uncertainty_score":0.99939114},"labels":[],"label_agreement":null},{"id":"W2942595651","doi":"10.1016/j.jfluidstructs.2019.03.008","title":"Recent progress on reliability assessment of large-eddy simulation","year":2019,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Turbulent Flows","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":"Queen's University","funders":"","keywords":"Large eddy simulation; Turbulence; Filter (signal processing); Turbulence modeling; Discretization; Reliability (semiconductor); Scale (ratio); Flow (mathematics); Computer science; Applied mathematics; Mechanics; Simulation; Mathematics; Physics; Mathematical analysis","score_opus":0.00593662655009343,"score_gpt":0.2666140614311439,"score_spread":0.2606774348810505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942595651","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":[0.9971556,0.00093856984,0.000758723,0.000051135852,0.00055792276,0.00009905669,0.000010511087,0.000008946281,0.0004195174],"genre_scores_gemma":[0.9976234,0.0004537672,0.0018153837,0.000016056623,0.0000665033,3.8369515e-7,0.0000020393982,0.000009835608,0.000012669173],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924564,0.000019854486,0.00032847901,0.000070954426,0.00023085887,0.00010418414],"domain_scores_gemma":[0.99959344,0.000044597236,0.00007831466,0.00011936792,0.00011547604,0.000048784368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021743053,0.000093997594,0.00021278202,0.00007356147,0.00001839376,0.000019403473,0.00006853573,0.000058603335,0.00007866002],"category_scores_gemma":[0.000015426634,0.000067217385,0.000058670998,0.000056526434,0.000015631442,0.00009138411,0.000012864242,0.00016407495,3.9474241e-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":[0.00004856783,0.000041751384,0.027463825,0.00012898167,0.000061716426,0.0000032004161,0.000101991725,0.9485455,0.0021848504,0.003829422,0.00019581844,0.017394347],"study_design_scores_gemma":[0.00060964294,0.00032336506,0.20395403,0.00004899741,0.000017831944,0.0000057152633,0.000012485198,0.7893768,0.00026493173,0.00137313,0.003926185,0.00008687589],"about_ca_topic_score_codex":3.9437316e-7,"about_ca_topic_score_gemma":3.9538813e-7,"teacher_disagreement_score":0.1764902,"about_ca_system_score_codex":0.000036022306,"about_ca_system_score_gemma":0.000017166369,"threshold_uncertainty_score":0.27410454},"labels":[],"label_agreement":null},{"id":"W2949455260","doi":"10.1016/j.jfluidstructs.2020.102965","title":"Modal analysis of a spinning disk in a dense fluid as a model for high head hydraulic turbines","year":2020,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Andritz (Canada); Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Humanities; Physics; Art","score_opus":0.016184446010456637,"score_gpt":0.2556443459348735,"score_spread":0.23945989992441688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949455260","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":[0.9766422,0.0012089282,0.021661881,0.0002941698,0.00006109796,0.000072276634,0.000028277336,0.000010212237,0.000020967018],"genre_scores_gemma":[0.9933565,0.0000751819,0.0063206437,0.00013488843,0.00008739689,0.0000026163402,0.0000034518596,0.00001508788,0.000004181181],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991205,0.000011755432,0.00048656703,0.00009186526,0.00016402606,0.0001252877],"domain_scores_gemma":[0.9996058,0.000056563837,0.00009058647,0.00006768675,0.00008377161,0.00009559323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009190161,0.00012010148,0.00043126274,0.0003204852,0.000020766049,0.000027261683,0.000095577045,0.00005059812,0.000011977049],"category_scores_gemma":[0.00009040083,0.00010058668,0.00013898022,0.00036999024,0.00002411814,0.00012390174,0.00001548204,0.00011753788,8.247274e-8],"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":[0.00014317794,0.000007084209,0.0011650319,0.00009432643,0.00045805692,0.000007925478,0.0031713818,0.9216659,0.06992131,0.0015741495,0.00016151543,0.0016301327],"study_design_scores_gemma":[0.0008008791,0.00015335756,0.022240764,0.000022804557,0.0003087397,0.000010914472,0.00014914807,0.9652447,0.0020241914,0.008895539,0.000032773936,0.00011620184],"about_ca_topic_score_codex":0.000019838084,"about_ca_topic_score_gemma":0.00001700626,"teacher_disagreement_score":0.06789712,"about_ca_system_score_codex":0.000027761136,"about_ca_system_score_gemma":0.000023635595,"threshold_uncertainty_score":0.41018057},"labels":[],"label_agreement":null},{"id":"W2973990325","doi":"10.1016/j.jfluidstructs.2019.102744","title":"Comparison of low, medium and high fidelity numerical methods for unsteady aerodynamics and nonlinear aeroelasticity","year":2019,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aeroelasticity; Flutter; Aerodynamics; Nonlinear system; Euler's formula; Vortex; Reynolds number; Mechanics; Wing; Physics; Structural engineering; Mathematics; Mathematical analysis; Engineering; Turbulence","score_opus":0.008640088656122674,"score_gpt":0.30569928877513375,"score_spread":0.2970592001190111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973990325","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":[0.75159407,0.0009119643,0.24697644,0.00004200949,0.00033996085,0.00008165121,0.000038045237,0.0000065285362,0.000009307525],"genre_scores_gemma":[0.8524287,0.00015965498,0.14729673,0.000014689409,0.00007620765,4.299815e-7,0.0000071696018,0.000013302935,0.000003142416],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906325,0.00003269317,0.0005149275,0.00011622866,0.00014177429,0.00013110608],"domain_scores_gemma":[0.9991403,0.00041327623,0.00011967288,0.00007294751,0.00015076247,0.00010303941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002718401,0.00014816328,0.0004966329,0.000079156656,0.000039264738,0.00003603895,0.00007767352,0.00008903944,0.00000523688],"category_scores_gemma":[0.00007436318,0.00011928551,0.000058140125,0.000061869396,0.0000604737,0.00007494682,0.00003966087,0.00019754648,4.8160004e-8],"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":[0.000656629,0.0001586578,0.0810181,0.0024457965,0.0008739101,0.000006800019,0.0012193023,0.544827,0.16994976,0.047486447,0.00026892117,0.1510887],"study_design_scores_gemma":[0.0005913584,0.0002334574,0.10579537,0.000033381093,0.00004709343,0.000036172314,0.000055188277,0.8893025,0.00032423742,0.0033539063,0.000112238464,0.000115122646],"about_ca_topic_score_codex":0.000006620502,"about_ca_topic_score_gemma":0.0000053782146,"teacher_disagreement_score":0.3444755,"about_ca_system_score_codex":0.000021396138,"about_ca_system_score_gemma":0.000028813822,"threshold_uncertainty_score":0.4864322},"labels":[],"label_agreement":null},{"id":"W297484499","doi":"10.1016/j.jfluidstructs.2015.03.022","title":"Two-phase damping for internal flow: Physical mechanism and effect of excitation parameters","year":2015,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Mixing","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":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mechanics; Drag; Vibration; Flow (mathematics); Dissipation; Transverse plane; Internal flow; Excitation; Magnetic damping; Phase (matter); Added mass; Physics; Materials science; Structural engineering; Acoustics; Engineering","score_opus":0.009832999329542328,"score_gpt":0.27301641708326885,"score_spread":0.2631834177537265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W297484499","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":[0.9261763,0.00048812578,0.07293797,0.000008168582,0.00029769837,0.0000592274,0.000007136671,0.000005284274,0.000020090534],"genre_scores_gemma":[0.9886745,0.000031195505,0.011153535,0.000006654885,0.00012002662,9.3825275e-7,0.0000010964785,0.000010300629,0.0000017070986],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995682,0.000015976728,0.00018376282,0.00005129047,0.00009765287,0.00008310538],"domain_scores_gemma":[0.9996902,0.00009252347,0.00005036146,0.0000365888,0.000052046154,0.0000783018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019699166,0.000087212335,0.00021876013,0.00007456891,0.000018424813,0.000029929839,0.00004286879,0.000027695594,4.800556e-7],"category_scores_gemma":[0.000058298505,0.00006367225,0.000056149358,0.000024629939,0.00002048922,0.000100092075,0.0000106119505,0.000082765786,2.2503468e-8],"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":[0.00081875524,0.000025660913,0.0003595423,0.0005378552,0.00040405072,0.000022654047,0.0039713513,0.028387446,0.85893464,0.023781877,0.00034934343,0.082406834],"study_design_scores_gemma":[0.0044065793,0.0016366043,0.000383768,0.000100283505,0.00010013017,0.00012289951,0.00014452255,0.90707713,0.033756405,0.052112006,0.000029139817,0.0001305397],"about_ca_topic_score_codex":0.0000037965463,"about_ca_topic_score_gemma":9.989418e-7,"teacher_disagreement_score":0.8786897,"about_ca_system_score_codex":0.000014873641,"about_ca_system_score_gemma":0.000007340042,"threshold_uncertainty_score":0.25964788},"labels":[],"label_agreement":null},{"id":"W2997880938","doi":"10.1016/j.jfluidstructs.2019.102835","title":"On the limits of added-mass theory in separated flows and with varying initial conditions","year":2019,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inviscid flow; Added mass; Mechanics; Rest (music); Wake; Acceleration; Steady state (chemistry); Classical mechanics; Residual; Flow (mathematics); Physics; Mathematics; Chemistry; Vibration","score_opus":0.006984943368551765,"score_gpt":0.23465516773490372,"score_spread":0.22767022436635195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997880938","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":[0.99739635,0.00027345447,0.0011923447,0.00005267687,0.000051313862,0.000040560648,0.000009981649,0.0000031872398,0.0009801039],"genre_scores_gemma":[0.9995887,0.00012411045,0.00019718759,0.000051525516,0.000020217669,4.1499527e-7,0.0000017267129,0.000005916689,0.000010190011],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959344,0.00003105505,0.00018416665,0.00004156912,0.00009219171,0.000057609304],"domain_scores_gemma":[0.9997141,0.000121458,0.00004242721,0.000054534754,0.000040976698,0.000026519632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012366087,0.00006649046,0.00014918872,0.000113437185,0.000025559832,0.000026617246,0.000042678126,0.000032121312,0.00010031234],"category_scores_gemma":[0.000013353644,0.00003744232,0.00002574826,0.00009548962,0.000025290887,0.00007144828,0.0000029964028,0.00012880846,2.3896678e-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":[0.00046716104,0.00002646129,0.005252517,0.000104415354,0.0006349866,0.000029581894,0.0016420134,0.512662,0.2686646,0.20777833,0.00061920204,0.0021187458],"study_design_scores_gemma":[0.0023049836,0.00071051554,0.04205477,0.00023926493,0.0001513056,0.00009816974,0.00044752812,0.89272225,0.011591022,0.04928368,0.00009996842,0.00029655403],"about_ca_topic_score_codex":0.0000022048328,"about_ca_topic_score_gemma":0.000008356354,"teacher_disagreement_score":0.3800603,"about_ca_system_score_codex":0.000005904477,"about_ca_system_score_gemma":0.0000114519235,"threshold_uncertainty_score":0.15268536},"labels":[],"label_agreement":null},{"id":"W3027394562","doi":"10.1016/j.jfluidstructs.2020.103015","title":"Experimental study of the self-excited resonance effect on the dynamic lift and flow structure around inline cylinders","year":2020,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":23,"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 Ontario Institute of Technology","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lift (data mining); Mechanics; Resonance (particle physics); Excitation; Flow (mathematics); Particle image velocimetry; Vortex shedding; Materials science; Cylinder; Acoustic resonance; Physics; Acoustics; Turbulence; Geometry; Atomic physics; Reynolds number; Mathematics","score_opus":0.005505017706618315,"score_gpt":0.21948602588866123,"score_spread":0.2139810081820429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027394562","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":[0.9977,0.0015082632,0.0001745197,0.00032432468,0.00012236652,0.00013447949,0.000012974274,0.000009915673,0.000013181492],"genre_scores_gemma":[0.99950194,0.000071323055,0.00015983092,0.00017332466,0.00007726139,6.815488e-7,8.791838e-7,0.000012849049,0.0000018803356],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920523,0.00007718414,0.00029202335,0.000096390206,0.00024300086,0.000086178734],"domain_scores_gemma":[0.9996262,0.00007578487,0.000083881154,0.00011890874,0.000035286852,0.000059907547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009356881,0.00014745162,0.00025196403,0.000049845163,0.00010050107,0.00005969917,0.00015077002,0.000051567506,0.000013191687],"category_scores_gemma":[0.00003282866,0.00007309149,0.00007236063,0.0001671134,0.000042860753,0.000060655875,0.00003210774,0.00027061484,5.0520025e-8],"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":[0.0012366239,0.00032032293,0.030206798,0.00034957175,0.0029810478,0.000056285528,0.03275886,0.37738845,0.5373115,0.0031115413,0.0018492901,0.012429716],"study_design_scores_gemma":[0.0012006336,0.0012689983,0.057328276,0.000026066335,0.00011554068,0.000024305426,0.0018061908,0.93154794,0.006350867,0.000108616296,0.00009508407,0.00012749167],"about_ca_topic_score_codex":0.0000036188574,"about_ca_topic_score_gemma":0.0000128533375,"teacher_disagreement_score":0.55415946,"about_ca_system_score_codex":0.00001872928,"about_ca_system_score_gemma":0.000011043281,"threshold_uncertainty_score":0.29805845},"labels":[],"label_agreement":null},{"id":"W3096034248","doi":"10.1016/j.jfluidstructs.2020.103171","title":"GPU-accelerated smoothed particle hydrodynamics modeling of jet formation and penetration capability of shaped charges","year":2020,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":31,"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":"National Natural Science Foundation of China","keywords":"Smoothed-particle hydrodynamics; Detonation; Shaped charge; Explosive material; Mechanics; Constitutive equation; Materials science; Slab; Penetration (warfare); CUDA; Physics; Structural engineering; Computer science; Finite element method; Engineering; Thermodynamics; Chemistry","score_opus":0.020708986163238612,"score_gpt":0.2387544633237417,"score_spread":0.2180454771605031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096034248","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":[0.96127975,0.0003455966,0.038140714,0.00007570887,0.000049136775,0.00004673896,0.000014908056,0.00000745085,0.0000400157],"genre_scores_gemma":[0.99840885,0.00020919496,0.0013342019,0.000008909993,0.000028357563,3.2459803e-7,0.0000036580873,0.0000059948097,5.3002873e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938744,0.000014057399,0.0004105981,0.00004454578,0.00008729282,0.00005604462],"domain_scores_gemma":[0.9996701,0.000024185234,0.00008308685,0.000042832886,0.00013360767,0.00004618417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007039937,0.000067269364,0.00016722316,0.000043929125,0.000030316853,0.000019841871,0.000034718654,0.000038146725,0.000017723269],"category_scores_gemma":[0.000037502756,0.00005498348,0.000034769655,0.00007481469,0.000021265965,0.0003063096,0.0000071375093,0.00008387074,3.8868293e-8],"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":[0.0000386688,0.000007455523,0.0019122768,0.00009965653,0.00003329663,2.5003285e-7,0.000984424,0.5759027,0.41905445,0.0012260843,0.000008228525,0.00073248515],"study_design_scores_gemma":[0.00026217898,0.000097908596,0.008146478,0.0000151369695,0.00002282838,0.000007872902,0.00017546174,0.9849733,0.00555253,0.0006941215,0.0000048030506,0.00004736272],"about_ca_topic_score_codex":0.000009809022,"about_ca_topic_score_gemma":0.0000089541445,"teacher_disagreement_score":0.41350192,"about_ca_system_score_codex":0.000012094589,"about_ca_system_score_gemma":0.0000091693455,"threshold_uncertainty_score":0.22421612},"labels":[],"label_agreement":null},{"id":"W3114059121","doi":"10.1016/j.jfluidstructs.2020.103210","title":"A <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\" id=\"d1e1106\" altimg=\"si210.svg\"><mml:mi>δ</mml:mi></mml:math>SPH–SPIM coupled method for fluid–structure interaction problems","year":2020,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"National Key Research and Development Program of China; Dalian University of Technology; Liaoning Revitalization Talents Program; China Postdoctoral Science Foundation; Natural Science Foundation of Liaoning Province; National Natural Science Foundation of China","keywords":"Smoothed-particle hydrodynamics; Interpolation (computer graphics); Hydrostatic equilibrium; Solver; Coupling (piping); Physics; Fluid–structure interaction; Wedge (geometry); Finite element method; Mathematical analysis; Mechanics; Mathematics; Geometry; Classical mechanics; Mechanical engineering; Mathematical optimization; Engineering","score_opus":0.014030595727400138,"score_gpt":0.25726786451580924,"score_spread":0.2432372687884091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114059121","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":[0.9443336,0.0005883295,0.05318817,0.00034126063,0.0011374677,0.000070969014,0.00012403965,0.000060933322,0.00015523833],"genre_scores_gemma":[0.9763865,0.0002700919,0.022006381,0.00028161524,0.0008624783,0.000020631998,0.0000754145,0.000079796584,0.000017093753],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984513,0.000030204093,0.0006782321,0.00023728902,0.00030767187,0.00029533936],"domain_scores_gemma":[0.99897045,0.00021728841,0.00026847768,0.00021146884,0.0001288127,0.00020351521],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001888833,0.00026119465,0.00025794777,0.0001265168,0.00026648308,0.0002665692,0.00021824184,0.00027329632,0.00006916996],"category_scores_gemma":[0.00019372799,0.00025302134,0.00030195765,0.00016076768,0.000056751593,0.000517521,0.00007039803,0.00055106066,0.000008500327],"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":[0.00020906166,0.000019597735,0.000010659816,0.00031108083,0.0003738592,0.000023935934,0.00091851153,0.14189863,0.075581215,0.7771373,0.0012151118,0.0023010464],"study_design_scores_gemma":[0.0006348734,0.00041737503,0.00016111144,0.00012831118,0.00020189409,0.00043067665,0.00030362242,0.98758674,0.0030955232,0.0012166594,0.0056017386,0.0002214951],"about_ca_topic_score_codex":0.000043538847,"about_ca_topic_score_gemma":0.000042282303,"teacher_disagreement_score":0.8456881,"about_ca_system_score_codex":0.000023952394,"about_ca_system_score_gemma":0.00007903157,"threshold_uncertainty_score":0.9999922},"labels":[],"label_agreement":null},{"id":"W3120225974","doi":"10.1016/j.jfluidstructs.2020.103209","title":"Flow induced vibration of two-phase flow passing through orifices under slug pattern conditions","year":2021,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":34,"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 Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piping; Slug flow; Body orifice; Vibration; Mechanics; Flow visualization; Materials science; Two-phase flow; Flow (mathematics); Vortex-induced vibration; Engineering; Vortex; Physics; Acoustics; Mechanical engineering","score_opus":0.014862337130258621,"score_gpt":0.2739138590954052,"score_spread":0.2590515219651466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120225974","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":[0.8136013,0.0012547752,0.18435003,0.00008196141,0.00051180384,0.000025133397,0.000027327811,0.000010388878,0.00013728175],"genre_scores_gemma":[0.9874506,0.00022296082,0.01200599,0.00006728948,0.00021705318,4.5446512e-7,0.000015037653,0.00001501055,0.000005586066],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926984,0.000024757119,0.00036085016,0.00007686258,0.00015377035,0.00011392843],"domain_scores_gemma":[0.9996171,0.00004044587,0.00007805499,0.00008509417,0.00012773793,0.00005155033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006923214,0.00011048927,0.00022226771,0.00006678936,0.00007671835,0.000081440376,0.00005591334,0.000064877255,0.00007634881],"category_scores_gemma":[0.0000132052855,0.000093409035,0.00007485176,0.000094938856,0.000024010804,0.00027306628,0.000013600347,0.00017571369,1.909014e-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":[0.000007893605,0.000020210575,0.00014226382,0.00007186188,0.00013661121,0.00003969089,0.0006809707,0.0768557,0.8940452,0.0022416292,0.00028880066,0.025469203],"study_design_scores_gemma":[0.0028359247,0.00021361592,0.009348835,0.00024213835,0.0001646199,0.0004517691,0.0007003251,0.81900907,0.14538752,0.020869644,0.00043467872,0.00034185356],"about_ca_topic_score_codex":0.000010263834,"about_ca_topic_score_gemma":0.000019243456,"teacher_disagreement_score":0.74865764,"about_ca_system_score_codex":0.000022671415,"about_ca_system_score_gemma":0.000043465297,"threshold_uncertainty_score":0.380911},"labels":[],"label_agreement":null},{"id":"W3120399074","doi":"10.1016/j.jfluidstructs.2021.103343","title":"The wake of a transversely oscillating circular cylinder in a flowing soap film at low Reynolds number","year":2021,"lang":"en","type":"preprint","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","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":"Queen's University","funders":"","keywords":"Wake; Physics; Kármán vortex street; Reynolds number; Cylinder; Oscillation (cell signaling); Dimensionless quantity; Vortex shedding; Vortex; Mechanics; Amplitude; Classical mechanics; Geometry; Optics; Turbulence; Mathematics","score_opus":0.007049663448765061,"score_gpt":0.22000869443382168,"score_spread":0.2129590309850566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120399074","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":[0.99022436,0.0041405,0.004701016,0.00008163906,0.00047920854,0.00006238738,0.00001274682,0.000008134536,0.00029000294],"genre_scores_gemma":[0.9967253,0.0014550417,0.0016265338,0.000022052005,0.00011678821,0.000001140076,0.0000069400726,0.000024627921,0.000021532911],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99845016,0.00006179102,0.0008171317,0.0001491711,0.00034259632,0.00017913045],"domain_scores_gemma":[0.9993784,0.00008086352,0.00012381066,0.00020734091,0.0001386929,0.00007091502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035380988,0.00021478893,0.00053123623,0.00013619251,0.00009115701,0.00014309637,0.00018018983,0.00023550009,0.00008589019],"category_scores_gemma":[0.00005365425,0.00015656347,0.0003602428,0.0001522718,0.000045502115,0.000077303564,0.00007598664,0.00059410586,1.5653104e-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":[0.000041650484,0.000012011309,0.006085114,0.0005845079,0.00073995173,0.000095214236,0.0038790281,0.92308,0.062069252,0.0003934178,0.0002555818,0.002764226],"study_design_scores_gemma":[0.00085436914,0.000026154255,0.026573842,0.00050415605,0.00024194423,0.00017587737,0.0011444815,0.964982,0.003525871,0.001286029,0.00029593968,0.00038935116],"about_ca_topic_score_codex":0.000030318242,"about_ca_topic_score_gemma":0.00013289819,"teacher_disagreement_score":0.05854338,"about_ca_system_score_codex":0.00009588733,"about_ca_system_score_gemma":0.000074694966,"threshold_uncertainty_score":0.6384473},"labels":[],"label_agreement":null},{"id":"W3144787639","doi":"10.1016/j.jfluidstructs.2021.103267","title":"Finite element model to investigate the dynamic instability of rectangular plates subjected to supersonic airflow","year":2021,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Flutter; Aerodynamics; Supersonic speed; Finite element method; Aeroelasticity; Structural engineering; Stiffness; Airflow; Mechanics; Isotropy; Boundary value problem; Choked flow; Aerodynamic force; Shell (structure); Engineering; Mathematics; Mathematical analysis; Physics; Mechanical engineering","score_opus":0.008125455049767588,"score_gpt":0.21952206229502425,"score_spread":0.21139660724525666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144787639","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":[0.9290109,0.0006659658,0.06955349,0.00056693447,0.00007227446,0.00004945518,0.000019729612,0.000009179966,0.00005202227],"genre_scores_gemma":[0.99149066,0.00012426038,0.008118539,0.00020913081,0.000020291367,9.0937306e-7,0.0000030132235,0.000008531258,0.000024674826],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924713,0.000035303616,0.00034704639,0.00008264012,0.00017759802,0.00011030503],"domain_scores_gemma":[0.9995368,0.000041709434,0.00003807278,0.00013708221,0.00013413797,0.000112195485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001577925,0.00009897193,0.00022466463,0.00009682179,0.000048315727,0.000033055905,0.00009742864,0.000040172752,0.000048005422],"category_scores_gemma":[0.00012244908,0.00006640111,0.00008592645,0.0002569197,0.000025493642,0.00006555358,0.000026185086,0.00012929086,3.1092546e-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":[0.000022082668,0.000005856863,0.001031077,0.000034307774,0.0001117501,0.000005728833,0.0017526675,0.87259775,0.12219899,0.00030867115,0.00021179114,0.0017193143],"study_design_scores_gemma":[0.00023267746,0.00007664799,0.014312436,0.00003168389,0.0000700544,0.000020328762,0.00060177373,0.9664191,0.015218403,0.00278552,0.00012250752,0.00010888839],"about_ca_topic_score_codex":0.0000074190993,"about_ca_topic_score_gemma":0.00013710676,"teacher_disagreement_score":0.106980585,"about_ca_system_score_codex":0.00004050799,"about_ca_system_score_gemma":0.000059092275,"threshold_uncertainty_score":0.27077585},"labels":[],"label_agreement":null},{"id":"W3145096253","doi":"10.1016/j.jfluidstructs.2021.103256","title":"Modelling of fluidelastic instability in tube bundles under two-phase bubbly flow conditions","year":2021,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inviscid flow; Instability; Mechanics; Bubble; Two-phase flow; Bundle; Flow (mathematics); Tube (container); Choked flow; Coalescence (physics); Vibration; Materials science; Physics","score_opus":0.015551078644030672,"score_gpt":0.25399575213186293,"score_spread":0.23844467348783227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3145096253","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":[0.88974464,0.0030730441,0.106675275,0.00003030407,0.0002559667,0.000029879286,0.000034815417,0.000007396593,0.00014866758],"genre_scores_gemma":[0.99116313,0.00037915204,0.008349912,0.000016906624,0.00006707559,5.0453474e-7,0.000005384707,0.000013267577,0.0000046611262],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907416,0.00002683887,0.00051927834,0.00008964315,0.00014770318,0.00014237744],"domain_scores_gemma":[0.9995425,0.000086458145,0.000047037323,0.00010199181,0.0001456277,0.00007641775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014801585,0.000117021016,0.00029619582,0.00013590457,0.000037954873,0.000033056156,0.00006739751,0.000059846152,0.000037676127],"category_scores_gemma":[0.000037901817,0.00010298223,0.00008215136,0.00013533849,0.000049859253,0.00014373257,0.000019861485,0.00022142117,1.2150332e-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":[0.000015678934,0.000028332619,0.00029485932,0.00007044227,0.000049379487,0.000030915642,0.00024016295,0.9130218,0.079223976,0.0061149998,0.00004463444,0.00086484244],"study_design_scores_gemma":[0.0013148242,0.000069522954,0.002031994,0.00009538849,0.000038843027,0.0001589995,0.00024102852,0.9658721,0.0050314395,0.024981566,0.000038804163,0.00012550366],"about_ca_topic_score_codex":0.000022197493,"about_ca_topic_score_gemma":0.000050239778,"teacher_disagreement_score":0.10141849,"about_ca_system_score_codex":0.000043967517,"about_ca_system_score_gemma":0.00006737051,"threshold_uncertainty_score":0.41994935},"labels":[],"label_agreement":null},{"id":"W3160376819","doi":"10.1016/j.jfluidstructs.2021.103299","title":"Dynamics of a confined pipe aspirating fluid and concurrently subjected to external axial flow: An experimental investigation","year":2021,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":26,"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":"Annulus (botany); Casing; Plug flow; Mechanics; Fluid dynamics; Flow (mathematics); Pipe flow; Flutter; Tube (container); Geology; Flow velocity; Materials science; Geotechnical engineering; Turbulence; Physics; Aerodynamics; Composite material","score_opus":0.009093377795666057,"score_gpt":0.23693524221463688,"score_spread":0.22784186441897084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160376819","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":[0.95238584,0.00091636326,0.046394914,0.000050489904,0.00016058152,0.00003055367,0.000013915186,0.0000100305,0.00003730325],"genre_scores_gemma":[0.991731,0.000033130786,0.008042231,0.00005638304,0.00010900253,4.754474e-7,0.00001237177,0.000008966882,0.0000064319547],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992559,0.000036715028,0.00037448923,0.00008489244,0.00016410457,0.000083881256],"domain_scores_gemma":[0.999576,0.000017513865,0.00007421937,0.00006207111,0.0001298187,0.00014041614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007882136,0.00010378956,0.00023160005,0.00010205821,0.000046187044,0.00006613391,0.000047724767,0.000051841558,0.00006371615],"category_scores_gemma":[0.00003973229,0.000091799884,0.00004538711,0.00011006524,0.000040028346,0.00016389882,0.000016849945,0.00009890709,7.913284e-8],"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":[0.000027825245,0.0000078777675,0.0026725652,0.000026954054,0.000055074863,0.0000122670135,0.0011820096,0.005931034,0.9833765,0.0011047923,0.000027282766,0.0055758413],"study_design_scores_gemma":[0.001052792,0.0003484559,0.030556899,0.00006945736,0.0000749111,0.00021760206,0.0015076819,0.6783634,0.2866152,0.0009807353,0.00001679075,0.00019611735],"about_ca_topic_score_codex":0.000008506556,"about_ca_topic_score_gemma":0.000045563276,"teacher_disagreement_score":0.69676125,"about_ca_system_score_codex":0.000024836643,"about_ca_system_score_gemma":0.00003832465,"threshold_uncertainty_score":0.37434906},"labels":[],"label_agreement":null},{"id":"W3201168367","doi":"10.1016/j.jfluidstructs.2021.103364","title":"Geometrically exact dynamics of cantilevered pipes conveying fluid","year":2021,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":33,"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":"Galerkin method; Instability; Nonlinear system; Bifurcation; Flow (mathematics); Hopf bifurcation; Dynamic mode decomposition; Oscillation (cell signaling); Cantilever; Mechanics; Modal; Classical mechanics; Chaotic; Fluid dynamics; Mathematics; Physics; Engineering; Computer science; Structural engineering","score_opus":0.006242888925937615,"score_gpt":0.2103691277497571,"score_spread":0.2041262388238195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201168367","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":[0.8724859,0.0032319855,0.12297598,0.00011689981,0.00027445104,0.000019347786,0.00002296409,0.000012810085,0.00085966784],"genre_scores_gemma":[0.99592173,0.0007747027,0.0031470947,0.000034229273,0.000060323822,1.00183286e-7,0.00000452342,0.000008729691,0.000048577396],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992045,0.00002050642,0.0003842037,0.0000590537,0.00023704518,0.0000946596],"domain_scores_gemma":[0.9994636,0.00005326644,0.00008161209,0.00008026052,0.0002452596,0.00007598825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011482325,0.000088057925,0.000288423,0.00020116137,0.00003133016,0.000037794685,0.0000729413,0.00005956347,0.00017014878],"category_scores_gemma":[0.0001283595,0.000071111936,0.000106709784,0.0002792949,0.000028691202,0.00010153794,0.000015087027,0.00012248213,1.9316475e-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":[0.00018908858,0.00010673586,0.050755788,0.0009786077,0.0034675365,0.0006153389,0.0021794764,0.29371935,0.3733573,0.029082883,0.009410329,0.23613757],"study_design_scores_gemma":[0.0013089526,0.00014716404,0.11819417,0.00008883561,0.0003159826,0.0005901018,0.0011164215,0.8493793,0.022280045,0.005126873,0.001080842,0.0003713035],"about_ca_topic_score_codex":0.000007857243,"about_ca_topic_score_gemma":0.000024099792,"teacher_disagreement_score":0.55565995,"about_ca_system_score_codex":0.000038971008,"about_ca_system_score_gemma":0.000053268504,"threshold_uncertainty_score":0.28998607},"labels":[],"label_agreement":null},{"id":"W3206279550","doi":"10.1016/j.jfluidstructs.2021.103406","title":"A transonic, viscous nonlinear frequency domain Vortex Lattice Method for aeroelastic analyses","year":2021,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aeroelasticity; Transonic; Aerodynamics; Flutter; Airfoil; Harmonic balance; Mach number; Nonlinear system; NACA airfoil; Aerodynamic force; Mechanics; Physics; Mathematics; Aerospace engineering; Engineering; Reynolds number; Turbulence","score_opus":0.013171241659956551,"score_gpt":0.2986732501626977,"score_spread":0.28550200850274116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206279550","genre_codex":"empirical","genre_gemma":"methods","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":[0.49903384,0.0031984353,0.49725553,0.000098306606,0.00026472632,0.000035528603,0.00004623256,0.000010019654,0.00005737672],"genre_scores_gemma":[0.47266167,0.00028646892,0.5267264,0.000052166153,0.00023175165,9.48991e-7,0.000007804956,0.000020145559,0.000012610702],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991357,0.000029876459,0.0003993373,0.000108338725,0.00017296977,0.00015379406],"domain_scores_gemma":[0.99934405,0.00024056132,0.000054504108,0.000079095305,0.00018926189,0.00009249922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015618977,0.00014187006,0.0003087712,0.00008874322,0.000066442175,0.00007481375,0.00008934778,0.0000652822,0.0000207569],"category_scores_gemma":[0.000054125412,0.00011695864,0.00016795532,0.0001259763,0.000020055662,0.00007787708,0.000009571297,0.00017016017,1.6316959e-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":[0.00007949923,0.00006027228,0.00029054072,0.00036942796,0.0012500306,0.0002845449,0.0011493686,0.43140256,0.47329867,0.0587722,0.00033143835,0.032711457],"study_design_scores_gemma":[0.0011556788,0.00017734918,0.009208944,0.000059326278,0.00027788695,0.0008234074,0.00020497342,0.8795898,0.0010022406,0.10641648,0.0008049775,0.0002789635],"about_ca_topic_score_codex":0.0000037759187,"about_ca_topic_score_gemma":0.000031571333,"teacher_disagreement_score":0.47229642,"about_ca_system_score_codex":0.000030870502,"about_ca_system_score_gemma":0.00006826229,"threshold_uncertainty_score":0.4769435},"labels":[],"label_agreement":null},{"id":"W3211531193","doi":"10.1016/j.jfluidstructs.2021.103426","title":"Numerical investigation of the response of structures equipped with a limited freeboard tuned liquid damper","year":2021,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; McMaster University","funders":"","keywords":"Freeboard; Damper; Structural engineering; Materials science; Engineering; Mechanics; Physics","score_opus":0.008364788938424964,"score_gpt":0.2221178430594223,"score_spread":0.21375305412099735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211531193","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":[0.99681294,0.00050377345,0.0021329797,0.00019418901,0.00022531477,0.00004456706,0.000017307577,0.000007018654,0.00006193644],"genre_scores_gemma":[0.99593186,0.000046218298,0.0038977417,0.000036978687,0.000051696163,4.987751e-7,0.000002066523,0.000013072705,0.000019839244],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913055,0.00008723264,0.00041207857,0.000067604975,0.00021429072,0.000088227986],"domain_scores_gemma":[0.9991933,0.00014609053,0.00013523828,0.00016372402,0.00030550253,0.000056118544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010262462,0.00010611828,0.00023396063,0.00010791217,0.00005141928,0.000022425671,0.000097338816,0.000064990665,0.000049020466],"category_scores_gemma":[0.000149531,0.000064637425,0.00008929819,0.00023687408,0.000094887815,0.00012428316,0.000020708138,0.00019715437,4.679211e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072714034,0.000008166619,0.0028367713,0.000050028542,0.0001655205,0.000005857678,0.0007582685,0.08954285,0.9037799,0.0016143227,0.00032235318,0.00018876935],"study_design_scores_gemma":[0.0015515754,0.0009947713,0.4588435,0.00026161727,0.00019292283,0.00049832836,0.0005633328,0.0612996,0.47084922,0.0042361766,0.0004474955,0.000261465],"about_ca_topic_score_codex":0.000008601416,"about_ca_topic_score_gemma":0.0000065790923,"teacher_disagreement_score":0.45600674,"about_ca_system_score_codex":0.00002320044,"about_ca_system_score_gemma":0.00008849736,"threshold_uncertainty_score":0.26358375},"labels":[],"label_agreement":null},{"id":"W4210454204","doi":"10.1016/s0889-9746(02)00140-8","title":"Foreword","year":2003,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"","field":"","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":"Mathematics","score_opus":0.011641423886096037,"score_gpt":0.257230988662812,"score_spread":0.24558956477671598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210454204","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":[0.993905,0.003187106,0.00023268789,0.00007438991,0.00027185664,0.000028162645,0.000009006223,0.0000062013537,0.0022855997],"genre_scores_gemma":[0.9946431,0.00005698301,0.0049325987,0.00008575313,0.00014790327,1.2781267e-7,1.6654712e-7,0.000017130664,0.00011621917],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99924165,0.000054315475,0.00027072383,0.00006306263,0.00022856085,0.00014168055],"domain_scores_gemma":[0.99951303,0.00003168053,0.00014367892,0.00008016467,0.000111852314,0.00011959431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027458312,0.000094257346,0.00019139306,0.00011558187,0.0000639405,0.00003627388,0.00008156447,0.000048244514,0.00022164431],"category_scores_gemma":[0.00016937779,0.00006174961,0.000075959455,0.00008915402,0.000058605834,0.00014011197,0.000008079234,0.00017187922,0.0000056641156],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004211169,0.00006107624,0.056137268,0.00005427699,0.00039343367,0.00028385178,0.0013712512,0.00011769615,0.30305332,0.48906365,0.12346266,0.02558038],"study_design_scores_gemma":[0.0033466588,0.0008784444,0.31272587,0.000063013584,0.00018142846,0.006862738,0.0006349041,0.00008145893,0.043630622,0.45493913,0.17619988,0.00045586308],"about_ca_topic_score_codex":0.0000016962832,"about_ca_topic_score_gemma":0.000002104109,"teacher_disagreement_score":0.25942272,"about_ca_system_score_codex":0.000017967888,"about_ca_system_score_gemma":0.000042647735,"threshold_uncertainty_score":0.2518076},"labels":[],"label_agreement":null},{"id":"W4230762594","doi":"10.1016/j.jfluidstructs.2007.12.001","title":"Foreword","year":2008,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Metal-Organic Frameworks: Synthesis and Applications","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":"Adsorption; Stacking; Pollutant; Metal-organic framework; Waste management; Chemical engineering; Materials science; Nanotechnology; Chemistry; Organic chemistry; Engineering","score_opus":0.015336868266862232,"score_gpt":0.2417606053116242,"score_spread":0.22642373704476196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230762594","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":[0.9939701,0.0024211286,0.0008389149,0.00042731906,0.00006337442,0.0000121003795,0.000007795268,0.0000068379677,0.0022524558],"genre_scores_gemma":[0.9940305,0.00071276026,0.00424831,0.0000826238,0.00039928418,6.274952e-7,5.7170905e-7,0.000008650359,0.00051668694],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99940175,0.0000061008272,0.00026594294,0.00007366252,0.00015494844,0.00009759448],"domain_scores_gemma":[0.9995408,0.00005929099,0.00013035611,0.00012434578,0.000057214318,0.00008797602],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000061077735,0.00008213444,0.00018182557,0.000031121224,0.00011538778,0.000014963924,0.00012398194,0.000085321015,0.001194722],"category_scores_gemma":[0.00006995222,0.00005617306,0.0000827021,0.000045246536,0.000068130175,0.000055300865,0.000017861703,0.00019940714,0.0000013930405],"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":[0.000086679975,0.000081530496,0.010414503,0.00009405746,0.00026009895,0.00009024731,0.0008273248,0.00001730244,0.82095546,0.045744926,0.03706509,0.08436279],"study_design_scores_gemma":[0.0017765822,0.0001705254,0.089036055,0.00021034818,0.00026013478,0.0070663705,0.00074937625,0.0004377292,0.5646524,0.12278419,0.21211596,0.00074035814],"about_ca_topic_score_codex":0.0000025944487,"about_ca_topic_score_gemma":4.756574e-7,"teacher_disagreement_score":0.25630307,"about_ca_system_score_codex":0.000008676375,"about_ca_system_score_gemma":0.00002777148,"threshold_uncertainty_score":0.9997183},"labels":[],"label_agreement":null},{"id":"W4233494669","doi":"10.1006/jfls.2002.0487","title":"PREFACE","year":2002,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"","field":"","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":"McMaster University","funders":"","keywords":"Mathematics","score_opus":0.018284705984283455,"score_gpt":0.24631080531671012,"score_spread":0.22802609933242668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233494669","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":[0.9891445,0.0076124417,0.000048311544,0.00021094864,0.00019501375,0.000028485578,0.0000074112972,0.000009579769,0.0027433115],"genre_scores_gemma":[0.99725467,0.00022406135,0.0018252379,0.000077723445,0.00028765682,1.06255925e-7,1.15642045e-7,0.000016112735,0.00031431316],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99925923,0.00003471487,0.00025589467,0.000065544315,0.00025474114,0.00012986983],"domain_scores_gemma":[0.99953586,0.000025777254,0.00014278891,0.000084748215,0.00009453531,0.00011629367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013068336,0.000091885646,0.00018031323,0.000102674225,0.0000616293,0.000057151832,0.00011279584,0.00004518061,0.0007407673],"category_scores_gemma":[0.00006758061,0.000060558796,0.00006506369,0.00007869032,0.000059529826,0.0001721384,0.000017885404,0.00017728988,0.000021819878],"study_design_candidate":"not_applicable","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":[0.00023139403,0.00008557517,0.0199136,0.00005564947,0.00034403088,0.00026392422,0.003452509,0.00021121981,0.48623124,0.010568505,0.4078439,0.070798464],"study_design_scores_gemma":[0.0054270895,0.0017535278,0.5755527,0.00013605751,0.00031912405,0.009128283,0.0006749426,0.002110202,0.038510635,0.04767439,0.31789127,0.0008217806],"about_ca_topic_score_codex":0.0000022475115,"about_ca_topic_score_gemma":0.00000109418,"teacher_disagreement_score":0.5556391,"about_ca_system_score_codex":0.000017304792,"about_ca_system_score_gemma":0.0000074606255,"threshold_uncertainty_score":0.8110882},"labels":[],"label_agreement":null},{"id":"W4239812250","doi":"10.1016/j.jfluidstructs.2003.08.003","title":"","year":2003,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Engineering Applied Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Hydraulic circuit; Actuator; Control theory (sociology); Linear actuator; Engineering; Hydraulic machinery; Control valves; Controller (irrigation); Electronic circuit; Hydraulic press; Hydraulic cylinder; Efficient energy use; Mechanical engineering; Computer science; Electrical engineering; Control (management)","score_opus":0.006781295581752714,"score_gpt":0.22289510639169366,"score_spread":0.21611381080994094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239812250","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":[0.9820875,0.0059797354,0.011138843,0.00003493978,0.0003247201,0.00004742306,0.0000013037371,0.000035738532,0.0003498099],"genre_scores_gemma":[0.9878643,0.00073278486,0.011220979,0.000015534895,0.00013305621,9.772799e-7,1.206522e-7,0.0000262615,0.0000059709114],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887574,0.000028029233,0.00039438505,0.000077203484,0.00032930917,0.00029532012],"domain_scores_gemma":[0.99944246,0.000085243904,0.00003449779,0.000120901255,0.00008787648,0.0002290083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039677435,0.00016692614,0.0002895154,0.00021814696,0.000061237086,0.00007724491,0.0001466218,0.00008744953,0.000012483532],"category_scores_gemma":[0.00011130652,0.00012664635,0.00007226107,0.00015533873,0.00005076616,0.00015714431,0.000011026226,0.0004934325,1.3560073e-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":[0.000040040002,0.000012656033,0.004181595,0.00023532241,0.0002813315,0.0001618402,0.00090099586,0.24211855,0.7095066,0.030718623,0.0010498674,0.010792609],"study_design_scores_gemma":[0.005929966,0.0010367669,0.20020008,0.00017786589,0.00013731081,0.008531275,0.0014991694,0.01680813,0.6855002,0.05876768,0.020089889,0.0013216516],"about_ca_topic_score_codex":0.0000011483523,"about_ca_topic_score_gemma":8.1040685e-7,"teacher_disagreement_score":0.22531042,"about_ca_system_score_codex":0.00003465081,"about_ca_system_score_gemma":0.000020692603,"threshold_uncertainty_score":0.51644886},"labels":[],"label_agreement":null},{"id":"W4240609807","doi":"10.1006/jfls.2002.0447","title":"LINEAR AND NONLINEAR DYNAMICS OF CANTILEVERED CYLINDERS IN AXIAL FLOW. PART 1: PHYSICAL DYNAMICS","year":2002,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":87,"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":"Mechanics; Strouhal number; Flutter; Dynamics (music); Nonlinear system; Flow (mathematics); Classical mechanics; Physics; Work (physics); Cantilever; Equations of motion; Mathematics; Aerodynamics; Thermodynamics; Structural engineering; Engineering; Turbulence","score_opus":0.007525353092787021,"score_gpt":0.2107367629376425,"score_spread":0.2032114098448555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240609807","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":[0.98692137,0.0003324225,0.012193192,0.00012142963,0.00014166693,0.000030254641,0.000037415983,0.000007778082,0.00021449671],"genre_scores_gemma":[0.99621177,0.00048623508,0.0030944836,0.000017518372,0.00014911553,1.6588733e-7,0.000007306998,0.000011123379,0.00002226327],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993062,0.000016971328,0.000340876,0.00007161203,0.00015379667,0.00011054706],"domain_scores_gemma":[0.99971527,0.00002745848,0.00006881289,0.00006724487,0.000047685364,0.00007351187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006356618,0.00011214424,0.00030923737,0.00014613717,0.00002473122,0.000019194578,0.00006244607,0.000073137715,0.000033933302],"category_scores_gemma":[0.000022643979,0.00009180888,0.00007322071,0.00012005535,0.000059885286,0.00010239101,0.000013081353,0.00019798144,1.8392306e-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":[0.00018188026,0.00017587897,0.034195703,0.00039189897,0.0007768429,0.0001271517,0.0043271235,0.8330664,0.002636846,0.0054993453,0.001158388,0.117462546],"study_design_scores_gemma":[0.0005074219,0.00005902667,0.0050417595,0.000019146399,0.000041324285,0.000035597986,0.00022926216,0.9932506,0.00007558386,0.00060590066,0.00004448322,0.0000898835],"about_ca_topic_score_codex":0.000013935374,"about_ca_topic_score_gemma":0.00020979946,"teacher_disagreement_score":0.16018422,"about_ca_system_score_codex":0.000037881407,"about_ca_system_score_gemma":0.000009948529,"threshold_uncertainty_score":0.3743857},"labels":[],"label_agreement":null},{"id":"W4243849243","doi":"10.1016/j.jfluidstructs.2003.08.015","title":"Preface","year":2003,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerodynamics and Acoustics in Jet Flows","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":"McMaster University","funders":"","keywords":"Duct (anatomy); Acoustics; Laminar flow; Classification of discontinuities; Aeroacoustics; Noise control; Noise (video); Noise reduction; Physics; Engineering; Mechanics; Computer science; Sound pressure; Mathematics","score_opus":0.00486054570744062,"score_gpt":0.20039934643855317,"score_spread":0.19553880073111254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243849243","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":[0.97900707,0.003031723,0.01315969,0.000013825525,0.00064827304,0.000018043256,0.00000254396,0.0000099643985,0.0041088504],"genre_scores_gemma":[0.9925182,0.00045735235,0.006869377,0.000016954478,0.00008649186,9.284925e-8,1.06028104e-7,0.000008111981,0.00004333409],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996612,0.0000068821864,0.00014475675,0.00003004565,0.000080047175,0.00007703805],"domain_scores_gemma":[0.99983597,0.00001552967,0.000021962065,0.000046389898,0.000030778723,0.000049351787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077151504,0.000060495084,0.00010198728,0.000031932923,0.000025358282,0.00002440865,0.000047211695,0.00003585109,0.00003729552],"category_scores_gemma":[0.00002716522,0.000044245247,0.00002934153,0.000028877532,0.000016543245,0.00004258632,0.0000039919564,0.00012320663,2.7065846e-7],"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":[0.000041371255,0.000037869042,0.0064589055,0.00034355713,0.0005436172,0.00019803908,0.0014603604,0.25561097,0.3778372,0.2572669,0.035087727,0.065113455],"study_design_scores_gemma":[0.0045180633,0.0010229389,0.09498101,0.00024263986,0.00039524824,0.0044666603,0.001168829,0.17038374,0.045862213,0.40428278,0.27080694,0.0018689283],"about_ca_topic_score_codex":2.2225169e-7,"about_ca_topic_score_gemma":4.656836e-7,"teacher_disagreement_score":0.33197498,"about_ca_system_score_codex":0.000009165836,"about_ca_system_score_gemma":0.000007673476,"threshold_uncertainty_score":0.18042688},"labels":[],"label_agreement":null},{"id":"W4281781902","doi":"10.1016/j.jfluidstructs.2022.103607","title":"Optimized parametric hydrodynamic databases provide accurate response predictions and describe the physics of vortex-induced vibrations","year":2022,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","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":"Queen's University","funders":"","keywords":"Vortex-induced vibration; Vibration; Parametrization (atmospheric modeling); Parametric statistics; Reynolds number; Cylinder; Amplitude; Vortex shedding; Database; Mechanics; Physics; Computer science; Engineering; Mechanical engineering; Acoustics; Mathematics; Turbulence","score_opus":0.017780441355581378,"score_gpt":0.24528034024414896,"score_spread":0.2274998988885676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281781902","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":[0.938274,0.0007918574,0.06028637,0.00023946306,0.00015737285,0.000095597454,0.00011997716,0.000014054431,0.000021298345],"genre_scores_gemma":[0.996049,0.0003449438,0.0034835609,0.000033766664,0.000044570574,0.000005090276,0.000009818936,0.000012178065,0.000017111115],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906796,0.00012929304,0.00039695264,0.000084246276,0.0002254126,0.00009611067],"domain_scores_gemma":[0.99935144,0.00023079637,0.00013509234,0.00015388982,0.00007142444,0.00005734387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033621403,0.00010716761,0.00022026706,0.00020357099,0.0002651468,0.000061016122,0.00011780226,0.000020936533,0.00003190979],"category_scores_gemma":[0.00012805482,0.000075599775,0.000082262515,0.0004217037,0.00004982291,0.00021618686,0.00005271765,0.00023968547,4.681414e-8],"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":[0.00030017045,0.00002786321,0.0003136443,0.000027063987,0.00033349317,0.0000065405125,0.00054283574,0.92658544,0.065834366,0.0035305622,0.0005234442,0.001974593],"study_design_scores_gemma":[0.00048564782,0.00014839618,0.009444591,0.0000070364317,0.00016547182,0.000079641744,0.0004401918,0.9871918,0.00079718296,0.0009399723,0.00020899737,0.000091092],"about_ca_topic_score_codex":0.0000167488,"about_ca_topic_score_gemma":0.000006382875,"teacher_disagreement_score":0.06503718,"about_ca_system_score_codex":0.000028872297,"about_ca_system_score_gemma":0.000057362657,"threshold_uncertainty_score":0.30828694},"labels":[],"label_agreement":null},{"id":"W4281889087","doi":"10.1016/j.jfluidstructs.2022.103609","title":"Aerodynamic behavior of curved flexible wings","year":2022,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Biomimetic flight and propulsion mechanisms","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":"Carleton University","funders":"","keywords":"Buckling; Wing; Thrust; Curvature; Wing loading; Mechanics; Angle of attack; Drag; Lift (data mining); Deflection (physics); Structural engineering; Wing configuration; Buckle; Lift coefficient; Aerodynamic force; Scaling; Aerodynamics; Vortex lift; Geometry; Mathematics; Physics; Engineering; Aerospace engineering; Classical mechanics; Computer science; Turbulence","score_opus":0.008964702700369524,"score_gpt":0.2171602939276832,"score_spread":0.20819559122731368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281889087","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":[0.9964736,0.0020414472,0.0005558335,0.00003733888,0.0006708628,0.00004192533,0.0000130795015,0.000012235955,0.00015365901],"genre_scores_gemma":[0.99711454,0.00009167954,0.0026436192,0.000017946553,0.000052870786,0.0000013738229,0.000001201904,0.00001089103,0.00006589599],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937123,0.0000223554,0.0002706687,0.00004732611,0.00019876879,0.000089653964],"domain_scores_gemma":[0.9997704,0.000013862631,0.00006686013,0.0000673701,0.000032886215,0.00004864699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015985925,0.00007683442,0.00018483082,0.00011360685,0.00006314588,0.000012220734,0.00011573966,0.000032576663,0.00040584354],"category_scores_gemma":[0.0000053205085,0.0000603112,0.00006795404,0.000086625216,0.000020335698,0.00004777667,0.00003304184,0.00018897743,1.658419e-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":[0.000048528324,0.000015160648,0.0007277044,0.000051354138,0.00005104466,0.000021355285,0.00034750736,0.0007278134,0.97140497,0.0018905608,0.0019767147,0.022737265],"study_design_scores_gemma":[0.00438213,0.0030542791,0.119257346,0.00008618416,0.00053176895,0.0021496594,0.0015243808,0.0076168813,0.7907689,0.045071635,0.024593655,0.00096315524],"about_ca_topic_score_codex":0.0000054200036,"about_ca_topic_score_gemma":5.9970256e-7,"teacher_disagreement_score":0.18063608,"about_ca_system_score_codex":0.000016534234,"about_ca_system_score_gemma":0.000012268719,"threshold_uncertainty_score":0.44437024},"labels":[],"label_agreement":null},{"id":"W4293744001","doi":"10.1016/j.jfluidstructs.2022.103732","title":"Investigations on the hydroelastic slamming of deformable wedges by using the smoothed particle element method","year":2022,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Ministry of Education - Singapore","keywords":"Slamming; Hydroelasticity; Mechanics; Structural engineering; Fluid–structure interaction; Deformation (meteorology); Finite element method; Engineering; Geology; Physics; Hull","score_opus":0.01461567455531349,"score_gpt":0.2545856678846803,"score_spread":0.2399699933293668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293744001","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":[0.97100294,0.00048005857,0.02775457,0.00037019158,0.0002055695,0.00005633983,0.00001718089,0.0000050732187,0.000108085274],"genre_scores_gemma":[0.99758196,0.000024400664,0.0022637174,0.000065964814,0.000032317083,0.0000022849208,7.9392373e-7,0.000007587121,0.000020963316],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941665,0.00005802159,0.00025808235,0.00003553996,0.00014870797,0.000083014434],"domain_scores_gemma":[0.99958354,0.00019740715,0.0000737343,0.00008436882,0.000035249286,0.000025708168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023927764,0.00006082889,0.000091186565,0.000043609743,0.00032552145,0.000029992802,0.000095640185,0.000011028232,0.000092253285],"category_scores_gemma":[0.000036185913,0.000033941487,0.00004677343,0.000109386325,0.00003209913,0.00007605618,0.000023003024,0.00018997218,7.1159185e-8],"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":[0.0000061484684,0.0000062684144,0.00019260586,0.000004957843,0.000055837372,3.2219285e-7,0.0005399843,0.8959839,0.09373832,0.007937315,0.0008496663,0.00068469904],"study_design_scores_gemma":[0.00013236355,0.00008471393,0.00046288437,0.000009755393,0.000041025625,0.000035537174,0.0008551361,0.98342514,0.009406165,0.0032857056,0.002217536,0.000044026518],"about_ca_topic_score_codex":0.000013586245,"about_ca_topic_score_gemma":0.000002585628,"teacher_disagreement_score":0.08744127,"about_ca_system_score_codex":0.000041739786,"about_ca_system_score_gemma":0.000016010232,"threshold_uncertainty_score":0.25036806},"labels":[],"label_agreement":null},{"id":"W4295267930","doi":"10.1016/j.jfluidstructs.2022.103746","title":"Spanwise wake structure of a yaw-oscillating circular cylinder at subcritical flow","year":2022,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","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 Toronto; York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wake; Cylinder; Mechanics; Flow (mathematics); Kármán vortex street; Physics; Geometry; Turbulence; Mathematics; Reynolds number","score_opus":0.005569910534727381,"score_gpt":0.2040032171055607,"score_spread":0.19843330657083333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295267930","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":[0.9934451,0.00198976,0.00392744,0.000090675276,0.00031400018,0.00003615108,0.00006687401,0.00001134272,0.000118651566],"genre_scores_gemma":[0.9968579,0.00008438735,0.0028298323,0.0000633236,0.0001236914,3.2210687e-7,0.0000073031965,0.000017978604,0.000015281312],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988683,0.000041665327,0.0004609722,0.00009570501,0.0003824641,0.00015091621],"domain_scores_gemma":[0.9995738,0.000039853327,0.00007759472,0.00011844615,0.000088616885,0.000101659934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012561455,0.00013007637,0.00032203505,0.00017700878,0.00015047147,0.000033376684,0.00012061827,0.00005618181,0.00064511923],"category_scores_gemma":[0.00003699149,0.000109571425,0.00015486174,0.00016567657,0.000042430078,0.000074644166,0.00006094028,0.00028558413,1.1709059e-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":[0.00006962552,0.000014638517,0.0065644365,0.00015174615,0.0003944994,0.00006347841,0.00090885727,0.5099008,0.47276706,0.004345496,0.0011827839,0.0036365972],"study_design_scores_gemma":[0.0010116609,0.00020931917,0.019997096,0.000019378362,0.00020280769,0.00067937747,0.0004890569,0.96159166,0.00865355,0.004928767,0.0019018551,0.0003154885],"about_ca_topic_score_codex":0.0000045404904,"about_ca_topic_score_gemma":0.0000076012825,"teacher_disagreement_score":0.4641135,"about_ca_system_score_codex":0.00006361985,"about_ca_system_score_gemma":0.000025469126,"threshold_uncertainty_score":0.70636034},"labels":[],"label_agreement":null},{"id":"W4295832198","doi":"10.1016/j.jfluidstructs.2022.103664","title":"Pipes conveying fluid: A fertile dynamics problem","year":2022,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":147,"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":"Subject (documents); Dynamics (music); Fluid dynamics; Work (physics); Computational fluid dynamics; Mechanical engineering; Computer science; Engineering; Mechanics; Physics; Aerospace engineering; Library science; Acoustics","score_opus":0.004672652344979084,"score_gpt":0.1966899800583393,"score_spread":0.19201732771336022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295832198","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":[0.92272913,0.0031025063,0.07077777,0.00032505993,0.00047253055,0.00007507172,0.00003275543,0.000056363217,0.0024288027],"genre_scores_gemma":[0.9977164,0.000106006,0.0019119236,0.00008294731,0.000061862316,0.000001429591,0.0000048027305,0.000011343927,0.00010324473],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993521,0.000025641093,0.0002738684,0.00005595595,0.00019096746,0.00010149349],"domain_scores_gemma":[0.9997681,0.000018630311,0.000055607437,0.000059850354,0.00003571257,0.000062118736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012392025,0.00008455266,0.00017777394,0.0001315393,0.00014001204,0.000049275237,0.00009646951,0.000024670268,0.00028730516],"category_scores_gemma":[0.000008459673,0.000070220856,0.000074120755,0.000117495845,0.000019005942,0.000100033576,0.000029228358,0.00019864857,2.8371826e-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":[0.00013164668,0.00003832831,0.010788162,0.00019005217,0.0007506992,0.00012383128,0.0032739744,0.8512716,0.031117816,0.027348079,0.014082813,0.060882963],"study_design_scores_gemma":[0.0005543044,0.00013900861,0.005747322,0.000009754017,0.00008752163,0.00037371932,0.0014795089,0.9782928,0.0003263411,0.009224201,0.0035707823,0.0001946952],"about_ca_topic_score_codex":0.000004897992,"about_ca_topic_score_gemma":0.000008027775,"teacher_disagreement_score":0.12702121,"about_ca_system_score_codex":0.00006135777,"about_ca_system_score_gemma":0.000019476003,"threshold_uncertainty_score":0.314579},"labels":[],"label_agreement":null},{"id":"W4308540706","doi":"10.1016/j.jfluidstructs.2022.103783","title":"Effects of tube-support clearance and preload on in-plane fluidelastic instability of tube arrays","year":2022,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories","funders":"Atomic Energy of Canada Limited","keywords":"Preload; Tube (container); Materials science; Mechanics; Instability; Transverse plane; Flow (mathematics); Structural engineering; Composite material; Physics; Engineering","score_opus":0.003487891860702503,"score_gpt":0.19887335102589382,"score_spread":0.19538545916519132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308540706","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":[0.99767405,0.001051382,0.0009298483,0.000030381496,0.00014252804,0.00006075785,0.000016769021,0.000004305386,0.000089994646],"genre_scores_gemma":[0.99924725,0.0003162642,0.00037717563,0.00002258183,0.000021025227,0.000001112969,0.0000016406408,0.000008149427,0.000004819376],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991008,0.0000440483,0.00045483423,0.00008378595,0.00022508501,0.000091470545],"domain_scores_gemma":[0.9996376,0.000099828576,0.000084635765,0.00008324346,0.00004213725,0.000052538537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020451452,0.000099708304,0.00033256874,0.00018685898,0.0000348726,0.000010512323,0.0000790022,0.000035059827,0.000057936704],"category_scores_gemma":[0.00005509857,0.000083506646,0.00006158196,0.0001427228,0.00004287413,0.000065916516,0.000024500736,0.00021505867,5.8338422e-8],"study_design_candidate":"observational","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":[0.00094770896,0.00016279845,0.023485074,0.0015590884,0.00043451862,0.00007920316,0.002582268,0.29400292,0.6551261,0.006798251,0.0006991789,0.014122892],"study_design_scores_gemma":[0.002686173,0.002096725,0.78616905,0.00013063056,0.00018099336,0.00015590333,0.00032491665,0.15427713,0.049890514,0.0034116588,0.0003367206,0.0003395905],"about_ca_topic_score_codex":0.000011726935,"about_ca_topic_score_gemma":0.0000075173084,"teacher_disagreement_score":0.762684,"about_ca_system_score_codex":0.000025559784,"about_ca_system_score_gemma":0.000022069104,"threshold_uncertainty_score":0.34053022},"labels":[],"label_agreement":null},{"id":"W4311139155","doi":"10.1016/j.jfluidstructs.2022.103794","title":"Experimental investigation of surface pressures, velocities, and dynamic structural analysis of tornadic winds on a luminary pole","year":2022,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; McGill University; Western University","funders":"Canada Foundation for Innovation","keywords":"Tornado; Engineering; RADIUS; Structural engineering; Meteorology; Physics","score_opus":0.006817242643707048,"score_gpt":0.2268017618204698,"score_spread":0.21998451917676273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311139155","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":[0.99707997,0.002580811,0.000003223424,0.00008209625,0.000081747654,0.00004107035,0.000050786868,0.0000017332032,0.00007855669],"genre_scores_gemma":[0.9995009,0.000037113125,0.0003472302,0.000040880663,0.000015364718,4.616022e-7,0.000003536289,0.0000044037106,0.000050145376],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990851,0.00006589277,0.00028784605,0.000110226756,0.00035544572,0.00009543675],"domain_scores_gemma":[0.9996037,0.00003576232,0.00022101315,0.00007132057,0.000010662187,0.000057572986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000134719,0.00009886425,0.0002905896,0.0000947691,0.00016413249,0.000010079597,0.0001038324,0.000023924295,0.00028611708],"category_scores_gemma":[0.000008335065,0.000076040305,0.00007431976,0.00019573871,0.0002856787,0.00009571995,0.00013417564,0.00011481228,2.783759e-8],"study_design_candidate":"observational","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":[0.00031970226,0.000035291145,0.3806541,0.000036226756,0.0008464798,0.000019071002,0.0111078685,0.019163912,0.5837204,0.00024971776,0.0011878333,0.002659404],"study_design_scores_gemma":[0.00039176724,0.00075662765,0.9765187,0.00001055112,0.00022138,0.00003517812,0.0027244485,0.002295842,0.016215617,0.00060157065,0.00012652227,0.000101781305],"about_ca_topic_score_codex":0.00014407403,"about_ca_topic_score_gemma":0.000013439427,"teacher_disagreement_score":0.5958646,"about_ca_system_score_codex":0.000051090377,"about_ca_system_score_gemma":0.000012939782,"threshold_uncertainty_score":0.31327814},"labels":[],"label_agreement":null},{"id":"W4311711331","doi":"10.1016/j.jfluidstructs.2022.103812","title":"Predicting hydrodynamic forces on heave plates using a data-driven modelling architecture","year":2022,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Resources Canada","keywords":"Nonlinear system; Drag; Work (physics); Fictitious force; Acceleration; Added mass; Inertial frame of reference; Block (permutation group theory); Hysteresis; Mechanics; Structural engineering; Engineering; Physics; Acoustics; Geometry; Classical mechanics; Mathematics; Mechanical engineering; Vibration","score_opus":0.02204251463085695,"score_gpt":0.2269307591737823,"score_spread":0.20488824454292537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311711331","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":[0.98867667,0.0015810742,0.008941367,0.00002069911,0.0005209554,0.000038727667,0.000060168608,0.000020339674,0.00014000562],"genre_scores_gemma":[0.9974322,0.00005225245,0.0019773566,0.000027204216,0.0004667068,5.3238546e-7,0.000010576439,0.000023583687,0.000009637432],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911326,0.000034976038,0.00031270855,0.00011570953,0.00025608,0.00016727531],"domain_scores_gemma":[0.999625,0.000046912563,0.000084781735,0.000160213,0.000017068232,0.0000660079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016020292,0.00013457939,0.00023485644,0.00015688901,0.00020667275,0.000049743645,0.00022300577,0.000040646744,0.0000126575915],"category_scores_gemma":[0.0000069038956,0.00010556666,0.000053627347,0.000077197015,0.000016925638,0.000117244694,0.00007707541,0.00039089145,5.9296e-8],"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":[0.000025447587,0.0000029153634,0.0002873746,0.00003058348,0.00009472559,0.000027796483,0.0005410341,0.9902324,0.007582536,0.000096535055,0.000097115095,0.0009815263],"study_design_scores_gemma":[0.00023119005,0.00012196057,0.000110691246,0.000047071928,0.000033202217,0.00056191173,0.0002992944,0.99621254,0.00029386746,0.0010919907,0.00088386895,0.00011242008],"about_ca_topic_score_codex":0.000038643,"about_ca_topic_score_gemma":0.0000056769086,"teacher_disagreement_score":0.008755487,"about_ca_system_score_codex":0.000043501117,"about_ca_system_score_gemma":0.000017404134,"threshold_uncertainty_score":0.43048835},"labels":[],"label_agreement":null},{"id":"W4322772983","doi":"10.1016/j.jfluidstructs.2023.103860","title":"Triggering of galloping in structures at low Reynolds numbers","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reynolds number; Flutter; Aeroelasticity; Angle of attack; Structural engineering; Vibration; Fluid–structure interaction; Mechanics; Flow (mathematics); Wake; Physics; Isosceles triangle; Modal; Modal analysis; Aerodynamics; Engineering; Acoustics; Geometry; Mathematics; Turbulence; Finite element method; Materials science","score_opus":0.006668706101185572,"score_gpt":0.22522889032162838,"score_spread":0.2185601842204428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322772983","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":[0.99833345,0.0007127972,0.0004711776,0.000037397724,0.00023077839,0.00002806761,0.0000053711337,0.00001863396,0.00016229606],"genre_scores_gemma":[0.9982943,0.0010034363,0.0005642614,0.000014393774,0.000068050525,3.470239e-7,0.0000031417335,0.000014123731,0.000037981292],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911976,0.000016548072,0.0004632115,0.000073046445,0.00018672677,0.00014073454],"domain_scores_gemma":[0.9996956,0.00003808601,0.00007907284,0.000084520565,0.000043490727,0.00005922804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015602507,0.00010904103,0.00029632208,0.00038324526,0.00003423002,0.00002905989,0.00009713024,0.00007227389,0.000046379915],"category_scores_gemma":[0.000031976822,0.00008937634,0.00009822798,0.00033914534,0.000029021672,0.00010459516,0.000027149386,0.00013807775,5.3325397e-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":[0.00016417546,0.000012558988,0.030556284,0.000657116,0.00051531126,0.00013898581,0.0038093615,0.5229527,0.41402516,0.011993934,0.004667679,0.010506746],"study_design_scores_gemma":[0.0020594173,0.00014631772,0.41881967,0.00026960997,0.00009851735,0.0001629744,0.00079059525,0.53657013,0.029894758,0.009478044,0.0011823704,0.00052760367],"about_ca_topic_score_codex":0.00001168697,"about_ca_topic_score_gemma":0.000044832017,"teacher_disagreement_score":0.38826337,"about_ca_system_score_codex":0.00004695735,"about_ca_system_score_gemma":0.000014415788,"threshold_uncertainty_score":0.36446613},"labels":[],"label_agreement":null},{"id":"W4361266972","doi":"10.1016/j.jfluidstructs.2023.103870","title":"Fluidelastic instability of a rod bundle subjected to jet cross-flow","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","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":"Polytechnique Montréal","funders":"","keywords":"Mechanics; Instability; Jet (fluid); Flow (mathematics); Bundle; Vibration; Vortex-induced vibration; Materials science; Structural engineering; Physics; Engineering; Vortex; Composite material","score_opus":0.008692784474312756,"score_gpt":0.2499883247652661,"score_spread":0.24129554029095335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361266972","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":[0.9902788,0.00025939927,0.008945119,0.00006815121,0.00024937547,0.00004128857,0.00003208266,0.000030093513,0.00009573675],"genre_scores_gemma":[0.9975537,0.00011975015,0.0021820667,0.000024448407,0.00007683334,6.605418e-7,0.0000041762873,0.000012725531,0.00002564763],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990552,0.000019953082,0.0004900539,0.000085331645,0.00021253328,0.00013691839],"domain_scores_gemma":[0.99945897,0.00006170324,0.000053054242,0.00012317674,0.00018472513,0.000118377524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022078597,0.00011199671,0.00029286643,0.0002806617,0.000045318317,0.0000599974,0.000109513596,0.00006023816,0.000085635846],"category_scores_gemma":[0.00016253821,0.00008612689,0.0001105697,0.00046821398,0.00003666483,0.00010951234,0.000026676047,0.0001203803,0.000001850387],"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":[0.00019532026,0.00004263841,0.043030255,0.00028360868,0.00048097482,0.000023493843,0.0016180112,0.571295,0.3672142,0.0027106896,0.005187542,0.007918216],"study_design_scores_gemma":[0.00065128587,0.00030544374,0.48046225,0.000036763373,0.00007380729,0.00003524366,0.00011486153,0.5034473,0.011030639,0.002937273,0.0006903738,0.00021478119],"about_ca_topic_score_codex":0.000012037256,"about_ca_topic_score_gemma":0.000031057312,"teacher_disagreement_score":0.437432,"about_ca_system_score_codex":0.000024543851,"about_ca_system_score_gemma":0.000027872273,"threshold_uncertainty_score":0.3512153},"labels":[],"label_agreement":null},{"id":"W4362718228","doi":"10.1016/j.jfluidstructs.2023.103887","title":"Flow structure and aerodynamic forces of finned cylinders during flow-induced acoustic resonance","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lift (data mining); Sound pressure; Mechanics; Acoustic resonance; Materials science; Particle image velocimetry; Lift coefficient; Resonance (particle physics); Vorticity; Strouhal number; Acoustics; Excitation; Cylinder; Physics; Turbulence; Vortex; Geometry; Reynolds number; Mathematics; Atomic physics","score_opus":0.005661663439209742,"score_gpt":0.2100649894742603,"score_spread":0.20440332603505057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362718228","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":[0.99662185,0.0012020146,0.0018030414,0.00005430576,0.00019996324,0.000042626292,0.00003102598,0.000025772175,0.00001938205],"genre_scores_gemma":[0.9967277,0.0010390411,0.0020878671,0.0000123838,0.000091065674,3.9538983e-7,0.0000053308613,0.00001935105,0.000016858108],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99908996,0.000018384188,0.00040591307,0.0001095989,0.00021169269,0.00016446342],"domain_scores_gemma":[0.99960166,0.00004530476,0.00008668417,0.000103764614,0.0000784082,0.000084181745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000099779136,0.00015333737,0.00032644757,0.00027730627,0.000083081104,0.000051751733,0.000099869765,0.00010144535,0.000036296104],"category_scores_gemma":[0.000038885177,0.00012233251,0.00008141354,0.0002659863,0.00004026838,0.00014247769,0.000026047594,0.00019320482,1.5962382e-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":[0.00006108869,0.0000028536608,0.0010701867,0.00022170416,0.00018939996,0.00002509746,0.000628078,0.43190226,0.55452037,0.0002492698,0.00018679428,0.0109428875],"study_design_scores_gemma":[0.00051143946,0.000057734145,0.12750523,0.000046079993,0.0000627271,0.000050536626,0.0001549037,0.86572355,0.004343432,0.001399491,0.000015878313,0.00012901388],"about_ca_topic_score_codex":0.0000047370536,"about_ca_topic_score_gemma":0.000037343696,"teacher_disagreement_score":0.550177,"about_ca_system_score_codex":0.00001925465,"about_ca_system_score_gemma":0.000017556991,"threshold_uncertainty_score":0.4988575},"labels":[],"label_agreement":null},{"id":"W4365505912","doi":"10.1016/j.jfluidstructs.2023.103889","title":"Dynamics of a hanging fluid-discharging pipe subjected to reverse external flow: An experimental investigation","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mechanics; Cantilever; Displacement (psychology); Tube (container); Flow (mathematics); Fluid dynamics; Fluid–structure interaction; Pipe flow; Dynamics (music); Inlet; Materials science; Structural engineering; Engineering; Physics; Mechanical engineering; Turbulence; Acoustics","score_opus":0.008828454252031288,"score_gpt":0.2367186379053565,"score_spread":0.2278901836533252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365505912","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":[0.9503375,0.00019306396,0.04906391,0.00011919459,0.00017764504,0.000037314894,0.000010387628,0.000035865305,0.0000250673],"genre_scores_gemma":[0.9933426,0.00004143697,0.0063973106,0.000055475462,0.000108322514,7.4212835e-7,0.000012066081,0.000014592058,0.000027470844],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924135,0.000024980425,0.00033523294,0.00007693084,0.0002013821,0.00012011425],"domain_scores_gemma":[0.9996448,0.000014210389,0.000064312124,0.0000803624,0.00006352123,0.0001327682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014407578,0.00010348975,0.00020030655,0.00036155287,0.00005785615,0.000045376197,0.000084735286,0.000046394674,0.000044128155],"category_scores_gemma":[0.000025271864,0.00008998105,0.00006691758,0.0003082685,0.000024495821,0.00024422893,0.000019078028,0.00009417278,8.2680594e-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":[0.000028763245,0.000004865779,0.0017350094,0.00003370399,0.000058764716,0.000016399963,0.0029844337,0.09525374,0.89666194,0.00069956237,0.00037462567,0.0021481784],"study_design_scores_gemma":[0.0003565318,0.00009364852,0.011369272,0.00006889403,0.000038705333,0.00005061214,0.0020068078,0.91788137,0.06684886,0.001129873,0.000017992397,0.0001374081],"about_ca_topic_score_codex":0.000009198535,"about_ca_topic_score_gemma":0.000019541447,"teacher_disagreement_score":0.82981306,"about_ca_system_score_codex":0.000044807024,"about_ca_system_score_gemma":0.000017317716,"threshold_uncertainty_score":0.36693206},"labels":[],"label_agreement":null},{"id":"W4379741917","doi":"10.1016/j.jfluidstructs.2023.103910","title":"Experimental study of wind energy harvesting from flow-induced vibration of prisms using magnetostrictive material","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration 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":"University of Toronto","funders":"","keywords":"Prism; Vibration; Acoustics; Wind speed; Cantilever; Materials science; Rotor (electric); Structural engineering; Optics; Engineering; Electrical engineering; Physics","score_opus":0.014909430876673787,"score_gpt":0.24056989895904282,"score_spread":0.22566046808236903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379741917","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":[0.9956199,0.00012658029,0.003914017,0.0000029601658,0.00025428162,0.00003680365,0.000017838755,0.000009737726,0.000017897077],"genre_scores_gemma":[0.99749637,0.000019138497,0.0023316839,0.000002930996,0.00012712924,2.71705e-7,0.0000075750722,0.000011824103,0.000003051933],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916196,0.00003440574,0.0004599082,0.00007111342,0.00019718194,0.00007540291],"domain_scores_gemma":[0.9996572,0.000026335678,0.00014312562,0.00006512695,0.0000682043,0.00004001248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007357077,0.00009728865,0.00026186882,0.00021270887,0.00003954504,0.000039272087,0.00006383074,0.000049777555,0.000040685503],"category_scores_gemma":[0.000011329242,0.0000824268,0.000052454474,0.0001912743,0.000013667512,0.00016978277,0.000022775885,0.00005678286,4.2918973e-8],"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":[0.000041317286,0.000023577575,0.00041663763,0.000007796031,0.00013265261,0.0000052138553,0.0012068688,0.067530446,0.9287408,0.0000610822,0.000014840206,0.0018187403],"study_design_scores_gemma":[0.0006177103,0.00038968472,0.023399832,0.000020226851,0.0000752574,0.0000057735842,0.001911057,0.5963302,0.376984,0.00017253362,0.000004044312,0.000089678935],"about_ca_topic_score_codex":0.0002147103,"about_ca_topic_score_gemma":0.0000089220275,"teacher_disagreement_score":0.5517568,"about_ca_system_score_codex":0.000018621808,"about_ca_system_score_gemma":0.000015180877,"threshold_uncertainty_score":0.33612674},"labels":[],"label_agreement":null},{"id":"W4381685856","doi":"10.1016/j.jfluidstructs.2023.103908","title":"Vortex shedding characteristics and hydrodynamic forces of stationary and elastically mounted side-by-side cylinders fitted with small diameter control rods","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","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":"Ontario Tech University","funders":"","keywords":"Vortex shedding; Mechanics; Reynolds number; Vortex; Lift (data mining); Lift coefficient; Rod; Wake; Vortex-induced vibration; Flow control (data); Water tunnel; Flow (mathematics); Physics; Strouhal number; Bluff; Turbulence; Engineering","score_opus":0.004389446987082362,"score_gpt":0.2045686561183211,"score_spread":0.20017920913123874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381685856","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":[0.9168592,0.00033678772,0.082514845,0.000080785336,0.000050241648,0.000058105576,0.00006406844,0.000015140243,0.000020823396],"genre_scores_gemma":[0.9970551,0.00056832924,0.0022460464,0.000044184042,0.000032485495,0.0000010873791,0.000017129847,0.000017310434,0.000018330651],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992099,0.000021349568,0.0003924619,0.000098609125,0.0001512124,0.00012648331],"domain_scores_gemma":[0.999483,0.00016706804,0.00010580265,0.000057507612,0.00009392652,0.0000926938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012431145,0.00013573427,0.00032005864,0.00020240684,0.000052931366,0.00006798856,0.000046429082,0.00006092076,0.000007343532],"category_scores_gemma":[0.000055317832,0.00010012827,0.000038038597,0.00012795354,0.00007661972,0.000115127106,0.000012299406,0.0001301294,7.2166664e-8],"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":[0.0008475579,0.000039269817,0.0737752,0.0007811714,0.0029661846,0.00013663853,0.0017981773,0.13508551,0.74162215,0.0041783573,0.0004506396,0.038319126],"study_design_scores_gemma":[0.0006919515,0.00016543224,0.17710833,0.00003764932,0.0001340982,0.00003803003,0.00012817343,0.8206364,0.00018868054,0.0007395208,0.0000203804,0.00011137586],"about_ca_topic_score_codex":0.000007769046,"about_ca_topic_score_gemma":0.000017378237,"teacher_disagreement_score":0.7414335,"about_ca_system_score_codex":0.000012026347,"about_ca_system_score_gemma":0.000015225182,"threshold_uncertainty_score":0.40831125},"labels":[],"label_agreement":null},{"id":"W4383988679","doi":"10.1016/j.jfluidstructs.2023.103939","title":"Fluidelastic instability of a fuel rod bundle subjected to combined axial flow and jet cross-flow","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","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":"Polytechnique Montréal","funders":"","keywords":"Axial compressor; Mechanics; Bundle; Flow (mathematics); Jet (fluid); Materials science; Axial symmetry; Instability; Rod; Flow velocity; Structural engineering; Physics; Engineering; Thermodynamics; Composite material","score_opus":0.007880009606437836,"score_gpt":0.2389894155453353,"score_spread":0.23110940593889745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383988679","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":[0.9931469,0.00036547607,0.0059176143,0.00009491374,0.00028030053,0.00006209945,0.000052452055,0.00003047699,0.00004978459],"genre_scores_gemma":[0.99675894,0.0002116511,0.0028785525,0.000026091386,0.000083168576,9.125682e-7,0.000007829141,0.000015053119,0.000017805627],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895597,0.000027445654,0.000522618,0.00011457619,0.00022262876,0.00015676524],"domain_scores_gemma":[0.99940205,0.00007931658,0.000058542264,0.00012344038,0.00018312945,0.00015352167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002391808,0.00014442921,0.00036996108,0.00027412176,0.00005960893,0.00009252955,0.00009699171,0.00007843168,0.000059557562],"category_scores_gemma":[0.00017312107,0.000113884504,0.00009515429,0.00038433596,0.00005988544,0.00013082774,0.00003946653,0.00014424021,8.314846e-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":[0.0010871259,0.00011728458,0.08317728,0.000996026,0.001113536,0.00005397421,0.0045356336,0.49692145,0.38703048,0.0037363481,0.005102242,0.016128613],"study_design_scores_gemma":[0.0010302998,0.00037556008,0.33842137,0.00002790982,0.000068277826,0.000027922071,0.000084354826,0.6547284,0.0020719501,0.002814683,0.00017622171,0.00017301897],"about_ca_topic_score_codex":0.0000157303,"about_ca_topic_score_gemma":0.000057189733,"teacher_disagreement_score":0.38495854,"about_ca_system_score_codex":0.000024508068,"about_ca_system_score_gemma":0.00003204894,"threshold_uncertainty_score":0.46440753},"labels":[],"label_agreement":null},{"id":"W4384163490","doi":"10.1016/j.jfluidstructs.2023.103949","title":"Aeroacoustics and shear layer characteristics of confined cavities subject to low Mach number flow","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Strouhal number; Aeroacoustics; Mach number; Mechanics; Physics; Vortex shedding; Particle image velocimetry; Optics; Acoustics; Flow visualization; Sound pressure; Flow (mathematics); Reynolds number; Turbulence","score_opus":0.007747605768967567,"score_gpt":0.22710696371178649,"score_spread":0.2193593579428189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384163490","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":[0.9941037,0.00016891533,0.0046114447,0.000042965894,0.00066038215,0.000052299278,0.00013477208,0.000021645728,0.00020384506],"genre_scores_gemma":[0.99440235,0.00072616147,0.0044643343,0.000036418303,0.00026386554,6.28135e-7,0.000004946264,0.000025283443,0.000076039534],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917597,0.000011832686,0.0003707237,0.00007865643,0.0001880551,0.00017476041],"domain_scores_gemma":[0.99953955,0.00007733376,0.00005879876,0.000092150585,0.000118229866,0.00011392695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015510689,0.0001430227,0.000333818,0.00010588534,0.000047405276,0.000051113224,0.00008764341,0.0000851564,0.000042553787],"category_scores_gemma":[0.0000680717,0.00011726612,0.000046472844,0.00011402343,0.000054289358,0.000044435594,0.00003751808,0.00019003273,0.0000010866157],"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":[0.00040877346,0.00006105991,0.026152307,0.0028911247,0.001038589,0.0005917101,0.006841411,0.173685,0.6370905,0.0068924376,0.037221067,0.10712603],"study_design_scores_gemma":[0.0016161468,0.000494168,0.3420726,0.00039281446,0.0003167762,0.0005210661,0.0010678989,0.63798654,0.0066658654,0.0054172636,0.0025723875,0.00087643723],"about_ca_topic_score_codex":0.0000047674375,"about_ca_topic_score_gemma":0.0000028901084,"teacher_disagreement_score":0.6304246,"about_ca_system_score_codex":0.000014148593,"about_ca_system_score_gemma":0.000018388037,"threshold_uncertainty_score":0.47819737},"labels":[],"label_agreement":null},{"id":"W4385281180","doi":"10.1016/j.jfluidstructs.2023.103951","title":"The dynamics of imperfectly supported hanging pipes conveying fluid: An experimental study","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","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":"McGill University","funders":"","keywords":"Cantilever; Clamping; Structural engineering; Tube (container); Deformation (meteorology); Instability; Mechanics; Rotation (mathematics); Materials science; Engineering; Composite material; Mechanical engineering; Physics; Geometry; Mathematics","score_opus":0.008446055396442843,"score_gpt":0.25356914871079056,"score_spread":0.24512309331434773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385281180","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":[0.9966616,0.00054836954,0.0023938331,0.000032921853,0.0002136739,0.000052481675,0.0000052024934,0.000028820876,0.00006306588],"genre_scores_gemma":[0.9996489,0.00011959711,0.00011420268,0.000008605793,0.00006301028,8.137767e-7,0.0000046191035,0.0000123101345,0.00002791894],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999237,0.00003770168,0.00034846013,0.00006042219,0.00019220993,0.00012422814],"domain_scores_gemma":[0.9996681,0.000048416252,0.00007118173,0.00009677685,0.0000538911,0.00006161835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026719473,0.0000962092,0.00019807799,0.0001505751,0.00013633604,0.00007128678,0.000113662696,0.00003318866,0.000026052137],"category_scores_gemma":[0.000019283596,0.000062402614,0.0000692508,0.00018529626,0.000040566832,0.00014446385,0.00001977759,0.00010162362,2.8825244e-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":[0.00027005968,0.00020209479,0.08256759,0.00013649763,0.0021157188,0.00019878634,0.030947164,0.14042465,0.69105196,0.008493431,0.0022427419,0.0413493],"study_design_scores_gemma":[0.0006778528,0.00044160086,0.034018103,0.000013300901,0.000091074224,0.000053214077,0.02959107,0.9243291,0.010169765,0.0004367441,0.000035857407,0.00014230802],"about_ca_topic_score_codex":0.000009599831,"about_ca_topic_score_gemma":0.00003386525,"teacher_disagreement_score":0.78390443,"about_ca_system_score_codex":0.000024104962,"about_ca_system_score_gemma":0.000014743881,"threshold_uncertainty_score":0.2544705},"labels":[],"label_agreement":null},{"id":"W4385621291","doi":"10.1016/j.jfluidstructs.2023.103957","title":"Comparative performance of nonlinear energy harvesters through strongly coupled fluid-structure-electrical interactive models","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","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":"Lakehead University; University of Alberta","funders":"","keywords":"Aeroelasticity; Energy harvesting; Nonlinear system; Fluid–structure interaction; Acoustics; NACA airfoil; Airfoil; Mechanical energy; Mechanics; Vibration; Mechanical engineering; Engineering; Power (physics); Reynolds number; Structural engineering; Aerodynamics; Physics; Finite element method; Turbulence","score_opus":0.013266933194755753,"score_gpt":0.24990102098543973,"score_spread":0.23663408779068398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385621291","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":[0.97870183,0.00053374167,0.020301685,0.000029488156,0.00020866125,0.000034194778,0.00003094957,0.000023240567,0.00013620764],"genre_scores_gemma":[0.99621516,0.0007623155,0.0028234252,0.000026695714,0.000108488624,6.739305e-7,0.000016030626,0.0000155731,0.00003162916],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892277,0.000028279639,0.00050783996,0.000106395,0.00026181823,0.00017289416],"domain_scores_gemma":[0.99944514,0.00006825564,0.00013081533,0.00010282902,0.00017674797,0.00007621381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007135406,0.00017469087,0.00047577583,0.0002429217,0.000057270416,0.000052018684,0.00014158656,0.000078530065,0.000029197321],"category_scores_gemma":[0.000010660582,0.00013463177,0.00012094813,0.0003623737,0.00006390333,0.00046776555,0.00002402251,0.00020640017,3.296499e-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":[0.00020287679,0.000012555161,0.00028352835,0.00004520604,0.0005363789,0.000008734927,0.0014925969,0.88674235,0.10363788,0.004823302,0.0010062765,0.0012082838],"study_design_scores_gemma":[0.0004260138,0.00021225918,0.0029195866,0.000023059485,0.000060493214,0.000030258432,0.00017773913,0.98267853,0.0120316325,0.0011584531,0.00015276471,0.0001292257],"about_ca_topic_score_codex":0.000019244175,"about_ca_topic_score_gemma":0.000015489179,"teacher_disagreement_score":0.095936134,"about_ca_system_score_codex":0.00003687338,"about_ca_system_score_gemma":0.000035243997,"threshold_uncertainty_score":0.5490124},"labels":[],"label_agreement":null},{"id":"W4386277280","doi":"10.1016/j.jfluidstructs.2023.103959","title":"Characteristics of the flow-induced noise from rectangular rods with different aspect ratios and edge geometry","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","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":"Ontario Tech University","funders":"","keywords":"Strouhal number; Rod; Vortex shedding; Excitation; Aspect ratio (aeronautics); Lift (data mining); Geometry; Vortex; Materials science; Wake; Acoustic resonance; Resonance (particle physics); Optics; Acoustics; Physics; Mechanics; Reynolds number; Turbulence; Mathematics; Atomic physics; Composite material","score_opus":0.006076077365502941,"score_gpt":0.19972739590319966,"score_spread":0.1936513185376967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386277280","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":[0.9968069,0.00045083393,0.002383005,0.00008852569,0.0001783585,0.00003475483,0.000027602704,0.000010142141,0.000019879426],"genre_scores_gemma":[0.9989231,0.0004831021,0.00042467835,0.000018038054,0.000121409306,3.837865e-7,0.0000049024416,0.000011316928,0.000013054024],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9994137,0.000020714731,0.0002567884,0.000063820895,0.00016728348,0.00007766884],"domain_scores_gemma":[0.9996754,0.00003931966,0.000075301105,0.000103593404,0.000054076594,0.000052336625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068233654,0.000101462116,0.00024378553,0.00011751847,0.000050706665,0.000049733113,0.00007552221,0.000046520505,0.000025097403],"category_scores_gemma":[0.000024973244,0.000056019664,0.0000578484,0.00018235338,0.000025501366,0.00005432274,0.000020873773,0.00013535531,1.0712219e-7],"study_design_candidate":"observational","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":[0.00017782512,0.000028483184,0.10354357,0.00018162411,0.0013085161,0.00004487503,0.0019822794,0.0068533006,0.83760685,0.0016812859,0.0012331305,0.045358274],"study_design_scores_gemma":[0.0003375691,0.000079225625,0.83595943,0.000040101644,0.00012186731,0.00001519592,0.00007497648,0.15246798,0.01019277,0.00055455137,0.00005934704,0.000096991374],"about_ca_topic_score_codex":0.0000072673024,"about_ca_topic_score_gemma":0.000011295238,"teacher_disagreement_score":0.82741404,"about_ca_system_score_codex":0.000011685797,"about_ca_system_score_gemma":0.000011307837,"threshold_uncertainty_score":0.22844157},"labels":[],"label_agreement":null},{"id":"W4387029830","doi":"10.1016/j.jfluidstructs.2023.103985","title":"Flow-induced vibration of an elliptic cylinder with a splitter-plate attachment at low-Reynolds number: Self-limited oscillations","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laminar flow; Reynolds number; Splitter plate; Vortex-induced vibration; Wake; Vortex shedding; Cylinder; Mechanics; Physics; Vibration; Amplitude; Aspect ratio (aeronautics); Geometry; Vortex; Optics; Turbulence; Acoustics; Mathematics","score_opus":0.00815911195301992,"score_gpt":0.2359875641649651,"score_spread":0.2278284522119452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387029830","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":[0.99128956,0.000054771204,0.008203626,0.00009492981,0.00011522884,0.00006749769,0.000011909402,0.00005055743,0.00011194382],"genre_scores_gemma":[0.9929895,0.00014960112,0.006653297,0.000034419867,0.00009121587,0.0000011888594,0.000026748303,0.000020602172,0.000033471963],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990003,0.000028286542,0.00043971423,0.000107065236,0.000282029,0.00014257446],"domain_scores_gemma":[0.9994866,0.000030277952,0.00010997775,0.00013724754,0.00012599291,0.00010987442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013205368,0.00014570028,0.00025988522,0.00022788587,0.000093307266,0.00006443003,0.000078406476,0.00008345704,0.0000759051],"category_scores_gemma":[0.000005424434,0.000109233806,0.000077986806,0.00035613705,0.000019347162,0.00022509777,0.000016399983,0.00012055971,0.0000027262588],"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":[0.0001336577,0.000042690717,0.007937494,0.00016258593,0.00076573185,0.00003844182,0.0023198803,0.7156463,0.26779336,0.0011424209,0.00057674036,0.0034406683],"study_design_scores_gemma":[0.0006047657,0.00015087429,0.059288915,0.000029963643,0.000118209486,0.000062444684,0.00009591305,0.93354166,0.0055880533,0.00024218872,0.00013129559,0.00014571293],"about_ca_topic_score_codex":0.000004838947,"about_ca_topic_score_gemma":0.0000232677,"teacher_disagreement_score":0.2622053,"about_ca_system_score_codex":0.0000543676,"about_ca_system_score_gemma":0.000024411189,"threshold_uncertainty_score":0.44544253},"labels":[],"label_agreement":null},{"id":"W4387853602","doi":"10.1016/j.jfluidstructs.2023.103997","title":"Temporal evolution of the hydrodynamic loading due to dynamic debris jam on bridge pier","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; University of Ottawa","keywords":"Debris; Pier; Geology; Landslide; Debris flow; Froude number; Geotechnical engineering; Flood myth; Environmental science; Hydrology (agriculture); Engineering; Geography; Physics; Structural engineering; Mechanics","score_opus":0.00619231215004404,"score_gpt":0.22816656742123362,"score_spread":0.22197425527118958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387853602","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":[0.99845934,0.00010846077,0.00034337092,0.00058277225,0.00020632758,0.000060063547,0.0000062996346,0.0000056054773,0.0002277767],"genre_scores_gemma":[0.9996044,0.000027507596,0.00009145524,0.00013137389,0.000027742277,5.7009703e-7,7.7687565e-7,0.0000056061303,0.000110581124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999241,0.00002888731,0.00024043098,0.00010649127,0.00024483213,0.00013835532],"domain_scores_gemma":[0.9997108,0.000028166256,0.000099531935,0.00009051441,0.000009878271,0.00006110015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020991209,0.000086313594,0.00015518256,0.000070500486,0.00011682644,0.000008564915,0.00017587238,0.00005730458,0.0001552809],"category_scores_gemma":[0.000026611833,0.000052629137,0.00006446047,0.00023984333,0.00011100657,0.00009465197,0.000036238966,0.00014722723,0.000008633931],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036375612,0.00007655931,0.6943964,0.00007977532,0.00013149482,0.000106629195,0.0024485171,0.044823073,0.23314404,0.00077211927,0.0051638377,0.018493809],"study_design_scores_gemma":[0.00021179646,0.0001915058,0.9910647,0.00002786917,0.000023238537,0.000069644826,0.00003662285,0.0021469563,0.0016225146,0.00405922,0.0004782232,0.0000676857],"about_ca_topic_score_codex":0.0000591838,"about_ca_topic_score_gemma":0.00008572414,"teacher_disagreement_score":0.29666835,"about_ca_system_score_codex":0.000053066684,"about_ca_system_score_gemma":0.0000150794485,"threshold_uncertainty_score":0.21461539},"labels":[],"label_agreement":null},{"id":"W4388339721","doi":"10.1016/j.jfluidstructs.2023.104011","title":"Three-dimensional nonlinear dynamics of imperfectly supported pipes conveying fluid","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","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":"Concordia University","funders":"","keywords":"Galerkin method; Nonlinear system; Cantilever; Discretization; Mechanics; Bifurcation; Flow (mathematics); Partial differential equation; Fluid dynamics; Mathematics; Dynamics (music); Drilling riser; Physics; Mathematical analysis; Structural engineering; Engineering","score_opus":0.007129804062209087,"score_gpt":0.22355206595822286,"score_spread":0.21642226189601377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388339721","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":[0.98358035,0.0004191546,0.0154598635,0.000113050235,0.000247141,0.000029797096,0.000029275157,0.000035318793,0.000086075335],"genre_scores_gemma":[0.997355,0.00015262143,0.0023075885,0.000026738755,0.00009868241,2.4427925e-7,0.000023365863,0.000014164004,0.00002160621],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991698,0.000011704716,0.00041150724,0.000066197004,0.00021699398,0.00012376659],"domain_scores_gemma":[0.9995984,0.000052065905,0.000083680694,0.00007875646,0.00010999548,0.00007710216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001610525,0.000108674394,0.00027867412,0.00023425245,0.000046774607,0.000023462084,0.00008089859,0.000069683825,0.00011945192],"category_scores_gemma":[0.000034165732,0.00008373973,0.00011369464,0.00023130907,0.000046311303,0.00010341882,0.00001899935,0.0001370684,0.0000012966711],"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":[0.00022543322,0.0000458473,0.04410617,0.0005079325,0.0019078066,0.00024359526,0.0011067026,0.49943978,0.3856373,0.00714436,0.015095047,0.044540003],"study_design_scores_gemma":[0.00036158168,0.00006625396,0.022075951,0.000021682048,0.00006657255,0.00007319953,0.0001106346,0.97239494,0.0027850645,0.0018600717,0.00008595021,0.00009806985],"about_ca_topic_score_codex":0.000010178839,"about_ca_topic_score_gemma":0.000046153094,"teacher_disagreement_score":0.4729552,"about_ca_system_score_codex":0.00001908655,"about_ca_system_score_gemma":0.000031609143,"threshold_uncertainty_score":0.3414807},"labels":[],"label_agreement":null},{"id":"W4388443359","doi":"10.1016/j.jfluidstructs.2023.104010","title":"An analysis of the influence of a generic building on tornadic flow fields using high-frequency PIV and point velocity measurements","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","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":"Ontario Tech University; McGill University; Western University","funders":"","keywords":"Flow (mathematics); Point (geometry); Flow velocity; Geology; Acoustics; Physics; Geodesy; Mechanics; Mathematics; Geometry","score_opus":0.04014855940656003,"score_gpt":0.2644776530924383,"score_spread":0.22432909368587828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388443359","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":[0.99942553,0.00022245897,0.00016061748,0.00004479666,0.000071628354,0.000032204578,0.000022637405,0.000001884248,0.000018228802],"genre_scores_gemma":[0.99761117,0.00004257631,0.0022438727,0.000069003014,0.000030014084,3.463148e-8,0.000001499435,9.169527e-7,9.135633e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.999192,0.00009098222,0.00028659575,0.000081688326,0.00025676584,0.00009194982],"domain_scores_gemma":[0.9995073,0.00008286195,0.00017191243,0.00009367062,0.00007576778,0.000068466674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034273844,0.000065861204,0.00022374747,0.00016539778,0.0001087033,0.000018945178,0.00012371661,0.000042848307,0.00007949127],"category_scores_gemma":[0.000095874806,0.000036099893,0.00006192738,0.00041344744,0.00007045786,0.00010027734,0.00000811112,0.00008777553,4.8353606e-8],"study_design_candidate":"observational","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":[0.000020298537,0.000003148651,0.36845434,0.0000071918835,0.00008412263,0.0000013608808,0.00015886012,0.6123539,0.016424874,0.000076963974,0.0000026770472,0.0024122423],"study_design_scores_gemma":[0.00011232253,0.00018280707,0.9318797,0.000010458577,0.00013947989,0.000002790286,0.00002535759,0.061499402,0.00032773815,0.0057801926,0.0000012971916,0.00003844603],"about_ca_topic_score_codex":0.0003723179,"about_ca_topic_score_gemma":0.000117206255,"teacher_disagreement_score":0.56342536,"about_ca_system_score_codex":0.0000034573097,"about_ca_system_score_gemma":0.00002266988,"threshold_uncertainty_score":0.14721109},"labels":[],"label_agreement":null},{"id":"W4388552075","doi":"10.1016/j.jfluidstructs.2023.104016","title":"Electroactive morphing effects on the aerodynamic performance through wobulation around an A320 wing with vibrating trailing edge at high Reynolds number","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Office National d'études et de Recherches Aérospatiales; European Commission; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; Partnership for Advanced Computing in Europe AISBL; University of Ontario Institute of Technology","keywords":"Morphing; Trailing edge; Reynolds number; Drag; Aerodynamics; Lift-to-drag ratio; Wing; Vortex shedding; Physics; Wake; Mechanics; Lift-induced drag; Aerospace engineering; Acoustics; Turbulence; Engineering; Computer science","score_opus":0.008178009043150901,"score_gpt":0.2124705181433689,"score_spread":0.20429250910021798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388552075","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":[0.9867379,0.00005701156,0.012585362,0.00011844886,0.0001999797,0.00009682851,0.000001549033,0.000051495776,0.00015139538],"genre_scores_gemma":[0.9985269,0.000059171794,0.00084476854,0.000075998534,0.00045418186,0.0000026228422,0.0000033279125,0.000023237495,0.000009803694],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992043,0.000051005125,0.00023109476,0.00010269108,0.000219876,0.00019106506],"domain_scores_gemma":[0.9994526,0.00028313385,0.00009441814,0.00008344994,0.00004241501,0.00004399181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016267427,0.00015653319,0.00019977524,0.000052062056,0.00033239016,0.000108929315,0.000082085724,0.00006543155,0.000012224468],"category_scores_gemma":[0.000035162368,0.000094541436,0.00003792764,0.00015213914,0.000027203294,0.0005978494,0.000010738428,0.0003242816,0.0000010003704],"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":[0.00032506284,0.000008172261,0.0063628913,0.00012259636,0.00024527992,0.000024502706,0.0033732872,0.6031396,0.3755647,0.0043381895,0.000108636676,0.0063870796],"study_design_scores_gemma":[0.0012556829,0.00080834806,0.252628,0.00028013674,0.00010581361,0.00020090737,0.00058981497,0.66956604,0.07243151,0.0017593326,0.000045144814,0.00032925763],"about_ca_topic_score_codex":0.0000031814106,"about_ca_topic_score_gemma":0.000013405372,"teacher_disagreement_score":0.3031332,"about_ca_system_score_codex":0.00005182797,"about_ca_system_score_gemma":0.000013439302,"threshold_uncertainty_score":0.3855288},"labels":[],"label_agreement":null},{"id":"W4390629051","doi":"10.1016/j.jfluidstructs.2023.104048","title":"Influence of sweep angle on performance of a fully-passive oscillating-plate hydrokinetic turbine prototype","year":2024,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inflow; Mechanics; Kinematics; Oscillation (cell signaling); Reynolds number; Turbine; Geology; Vorticity; Physics; Vortex; Classical mechanics; Turbulence","score_opus":0.005378874010672127,"score_gpt":0.21802855201671412,"score_spread":0.21264967800604198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390629051","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":[0.99784833,0.0015164952,0.000034516877,0.000028761624,0.0000918999,0.00006671661,0.000004595944,0.000009792962,0.00039886055],"genre_scores_gemma":[0.9988161,0.00039018123,0.0006732844,0.0000068924332,0.00007456995,0.0000017147023,5.0716767e-7,0.000009742601,0.000027010261],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921626,0.000009935935,0.00031470176,0.000064111424,0.0002639459,0.00013107069],"domain_scores_gemma":[0.9996883,0.000036016267,0.00004640852,0.000066745786,0.00009183349,0.00007065371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009677559,0.0000980474,0.000200178,0.00016767184,0.000020662701,0.000019094068,0.00008599719,0.000044978315,0.00001929783],"category_scores_gemma":[0.000030626758,0.0000655932,0.000041784373,0.00014359204,0.00004541676,0.00009289144,0.000017325312,0.00018388017,5.149786e-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":[0.00039022826,0.000016143118,0.0025206471,0.0015416397,0.00029252694,0.000082888866,0.0011280394,0.65792155,0.2968243,0.00079844275,0.0006466654,0.03783693],"study_design_scores_gemma":[0.0011250093,0.004554623,0.3607063,0.0019748842,0.00005347707,0.0004012806,0.00007192829,0.075252555,0.5495491,0.0024152976,0.0035009044,0.00039467012],"about_ca_topic_score_codex":0.0000056642875,"about_ca_topic_score_gemma":9.079377e-7,"teacher_disagreement_score":0.58266896,"about_ca_system_score_codex":0.000019763831,"about_ca_system_score_gemma":0.000050113355,"threshold_uncertainty_score":0.2674813},"labels":[],"label_agreement":null},{"id":"W4391055398","doi":"10.1016/j.jfluidstructs.2024.104074","title":"Modeling vortex-induced vibrations of branched structures by coupling a 3D-corotational frame finite element formulation with wake-oscillators","year":2024,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wake; Lift (data mining); Vortex shedding; Finite element method; Drag; Mechanics; Physics; Vortex; Classical mechanics; Fluid–structure interaction; Geometry; Engineering; Structural engineering; Mathematics; Turbulence; Computer science; Reynolds number","score_opus":0.0076564078594425385,"score_gpt":0.22763801286772314,"score_spread":0.2199816050082806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391055398","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":[0.61150265,0.0009733323,0.3872328,0.000050948838,0.00012364806,0.000051990915,0.000026269856,0.000017812232,0.000020535932],"genre_scores_gemma":[0.991044,0.00019103331,0.008585185,0.000021818558,0.000104055725,0.0000014980202,0.000024444886,0.000022301634,0.0000056718222],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988484,0.000009515844,0.0005569538,0.00011504116,0.00034672915,0.00012338352],"domain_scores_gemma":[0.99954623,0.000058374324,0.000076300035,0.00008193257,0.0001609299,0.00007621235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001264436,0.00015913812,0.0002554365,0.00025575163,0.000082225815,0.00014210936,0.00006990787,0.00008145127,0.00005890714],"category_scores_gemma":[0.000021123875,0.000117390955,0.00008898198,0.0002203592,0.000016951471,0.00036591155,0.000008953878,0.00019701905,1.4829828e-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":[0.00002273464,0.0000038016854,0.00025265032,0.000069457295,0.00024371239,0.0000019029676,0.00037564087,0.9265976,0.063678585,0.007495605,0.000053667984,0.0012046676],"study_design_scores_gemma":[0.00028745786,0.00009154734,0.00070290983,0.00005737518,0.00010581685,0.000014124323,0.00010610125,0.99019694,0.0030255571,0.0052384967,0.000043009142,0.00013067057],"about_ca_topic_score_codex":0.000013749685,"about_ca_topic_score_gemma":0.000018901492,"teacher_disagreement_score":0.37954134,"about_ca_system_score_codex":0.000036526362,"about_ca_system_score_gemma":0.000055399392,"threshold_uncertainty_score":0.47870642},"labels":[],"label_agreement":null},{"id":"W4391241806","doi":"10.1016/j.jfluidstructs.2024.104075","title":"The dynamics of cantilevered structures subject to axial flow","year":2024,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Cantilever; Flow (mathematics); Dynamics (music); Structural engineering; Mechanics; Engineering; Geometry; Physics; Mathematics; Acoustics","score_opus":0.0043808437096893495,"score_gpt":0.21671178120523268,"score_spread":0.21233093749554333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391241806","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":[0.8650882,0.0058387415,0.12609011,0.0005626951,0.0016977914,0.00007552865,0.00007559352,0.00003852685,0.00053281256],"genre_scores_gemma":[0.997602,0.00035229532,0.0017402988,0.000023522516,0.00019218995,2.8865222e-7,0.0000023523828,0.000012005918,0.00007508454],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930567,0.000017598184,0.00031688725,0.000060896517,0.00019169574,0.00010723838],"domain_scores_gemma":[0.9996878,0.000059001217,0.00003273633,0.00008648764,0.00006199869,0.00007197572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011441195,0.00010034509,0.0001885029,0.00013672317,0.000063653315,0.00011278327,0.00012166628,0.00005085518,0.00004901677],"category_scores_gemma":[0.0000330896,0.000058593778,0.00010839866,0.0001633448,0.000037021626,0.000075897435,0.000015298418,0.00015346798,3.3208323e-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":[0.00020441355,0.000007951291,0.0014470189,0.0003842095,0.0017324173,0.00009308639,0.0030800672,0.5053968,0.026873799,0.09143485,0.022844134,0.34650126],"study_design_scores_gemma":[0.00018433602,0.000098540506,0.012103132,0.000046132747,0.000109994675,0.00013543155,0.00035902185,0.97108895,0.0014777258,0.011999795,0.002257386,0.00013957659],"about_ca_topic_score_codex":0.000014097294,"about_ca_topic_score_gemma":0.00014527199,"teacher_disagreement_score":0.46569213,"about_ca_system_score_codex":0.00003311865,"about_ca_system_score_gemma":0.00003738712,"threshold_uncertainty_score":0.2389385},"labels":[],"label_agreement":null},{"id":"W4392265256","doi":"10.1016/j.jfluidstructs.2024.104086","title":"Improving predictions of vortex induced vibrations via generalizable hydrodynamic databases across several current incidence angles","year":2024,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Vortex; Vortex-induced vibration; Current (fluid); Vibration; Database; Mechanics; Incidence (geometry); Physics; Geometry; Structural engineering; Computer science; Engineering; Acoustics; Mathematics","score_opus":0.011753305021801731,"score_gpt":0.26937384400870923,"score_spread":0.2576205389869075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392265256","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":[0.6621643,0.0043644793,0.33274004,0.000023794257,0.00053772476,0.000032175867,0.000095259165,0.00002905331,0.000013189291],"genre_scores_gemma":[0.99532366,0.0008040986,0.0036180476,0.000008850335,0.00019549036,0.0000012999684,0.000020359841,0.00001488233,0.000013289736],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990874,0.00001907788,0.00046059676,0.00010573243,0.00019452201,0.00013269602],"domain_scores_gemma":[0.99961454,0.000033972643,0.00006812363,0.00011581075,0.00009009968,0.000077452656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001334268,0.00012424469,0.000210784,0.00018458621,0.00009923176,0.000120170145,0.00009675154,0.000042036783,0.000033565026],"category_scores_gemma":[0.000026502026,0.0000998408,0.00010522182,0.0002443208,0.000037140453,0.00049159676,0.0000330956,0.00020451388,3.0779978e-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":[0.00001656922,0.000026856456,0.001481337,0.00043268874,0.00040322868,0.000020018979,0.0010683293,0.44627106,0.5203361,0.0055415845,0.001049979,0.023352252],"study_design_scores_gemma":[0.0001075519,0.00004326132,0.004979648,0.00006725301,0.00008130031,0.00007053134,0.000061007675,0.9914222,0.0022477352,0.000623288,0.00019546207,0.00010077157],"about_ca_topic_score_codex":0.000068923924,"about_ca_topic_score_gemma":0.00012267049,"teacher_disagreement_score":0.5451511,"about_ca_system_score_codex":0.000036994486,"about_ca_system_score_gemma":0.000051913543,"threshold_uncertainty_score":0.40713897},"labels":[],"label_agreement":null},{"id":"W4392938052","doi":"10.1016/j.jfluidstructs.2024.104094","title":"Control of vortex shedding and acoustic resonance of a circular cylinder in cross-flow","year":2024,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Strouhal number; Vortex shedding; Acoustic resonance; Resonance (particle physics); Acoustics; Reynolds number; Particle image velocimetry; Excitation; Physics; Sound pressure; Wake; Vortex; Lift (data mining); Materials science; Mechanics; Turbulence; Atomic physics","score_opus":0.00433248105499588,"score_gpt":0.23273892330709242,"score_spread":0.22840644225209655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392938052","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":[0.93062115,0.021773797,0.047386814,0.000024925244,0.00011471502,0.000025973985,0.000015135281,0.0000044006615,0.000033065262],"genre_scores_gemma":[0.9983463,0.0007643145,0.00082119554,0.000011269466,0.000042494048,2.5103813e-7,4.1158376e-7,0.000008260859,0.00000549557],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993361,0.000012225199,0.0003893137,0.00006198557,0.00012698559,0.000073349154],"domain_scores_gemma":[0.9997649,0.0000518092,0.000040827756,0.000051660092,0.000055052195,0.000035755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017798688,0.000074288655,0.00025634424,0.00018671532,0.000013291817,0.00004364313,0.000044709977,0.000053552558,0.000019718078],"category_scores_gemma":[0.000034344917,0.000057891273,0.00006497322,0.00012364292,0.000044353317,0.000098865276,0.0000067770766,0.0001253232,3.176027e-8],"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":[0.00008103857,0.000012503088,0.023344051,0.0008765792,0.00039207068,0.00008386775,0.0009700363,0.6017317,0.35050884,0.006128055,0.00009448267,0.015776776],"study_design_scores_gemma":[0.00040147075,0.00003723477,0.07786923,0.00010636981,0.000051780073,0.000037194146,0.000031712447,0.9190762,0.0007014385,0.0015708205,0.000059838036,0.000056738154],"about_ca_topic_score_codex":0.0000066424386,"about_ca_topic_score_gemma":0.0000069860735,"teacher_disagreement_score":0.3498074,"about_ca_system_score_codex":0.0000123053715,"about_ca_system_score_gemma":0.000018477218,"threshold_uncertainty_score":0.23607376},"labels":[],"label_agreement":null},{"id":"W4395063588","doi":"10.1016/j.jfluidstructs.2024.104121","title":"Numerical modeling and analysis of fluid-filled truncated conical shells with ring stiffeners","year":2024,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Composite Structure Analysis and Optimization","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":"Polytechnique Montréal","funders":"","keywords":"Conical surface; Ring (chemistry); Numerical analysis; Geometry; Structural engineering; Fluid–structure interaction; Mathematics; Materials science; Finite element method; Engineering; Mathematical analysis","score_opus":0.005633467604373102,"score_gpt":0.21869941327623604,"score_spread":0.21306594567186293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395063588","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":[0.88727,0.0060165976,0.10645101,0.000030159592,0.00007946202,0.000026635393,0.0000058099627,0.00001844346,0.00010188499],"genre_scores_gemma":[0.99499774,0.0006498731,0.0042626397,0.000009351477,0.000057900023,2.2740733e-7,0.000005371605,0.000013488475,0.0000033818862],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915373,0.000019486228,0.00040934052,0.000116134725,0.00019378732,0.00010753163],"domain_scores_gemma":[0.99964696,0.00005398334,0.000045482124,0.00007650433,0.00009015833,0.000086887914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010107353,0.00013820178,0.00047640287,0.0004262175,0.00003566661,0.00009193789,0.000061361905,0.00006203948,0.000042840722],"category_scores_gemma":[0.0000103245775,0.00008958718,0.00012748147,0.0005273293,0.000035811165,0.00011410197,0.000011757152,0.00016252825,3.385141e-8],"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":[0.000047644306,0.000002489689,0.00074945105,0.000058619982,0.0021125902,0.000015757803,0.00031073086,0.97238094,0.019117622,0.00046342437,0.000025662255,0.0047150454],"study_design_scores_gemma":[0.00023074643,0.0000719093,0.0040921974,0.00004691419,0.0015866223,0.000053506275,0.000051723833,0.9923851,0.0011735489,0.00016547707,0.000035387668,0.00010688932],"about_ca_topic_score_codex":0.000011884089,"about_ca_topic_score_gemma":0.0000041957064,"teacher_disagreement_score":0.107727766,"about_ca_system_score_codex":0.000021774726,"about_ca_system_score_gemma":0.00001784164,"threshold_uncertainty_score":0.36532593},"labels":[],"label_agreement":null},{"id":"W4399505006","doi":"10.1016/j.jfluidstructs.2024.104141","title":"Use of machine learning to optimize actuator configuration on an airfoil","year":2024,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Alliance de recherche numérique du Canada","keywords":"Airfoil; Actuator; Computer science; Engineering; Structural engineering; Control engineering; Mechanical engineering; Artificial intelligence; Aerospace engineering; Control theory (sociology); Control (management)","score_opus":0.010973563401488669,"score_gpt":0.22853063544859079,"score_spread":0.21755707204710212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399505006","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":[0.9952215,0.0010322053,0.0029973958,0.00008297991,0.00047585767,0.00004067904,0.000015653684,0.000024990954,0.000108744745],"genre_scores_gemma":[0.9958905,0.00034448938,0.003513089,0.00003467378,0.0001390454,3.6158985e-7,0.0000038078447,0.000017473078,0.00005655224],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943674,0.000017007816,0.0002465957,0.00006894125,0.00014584472,0.00008485111],"domain_scores_gemma":[0.99972653,0.00004919578,0.000024993036,0.00006176408,0.00004615176,0.00009138657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009420931,0.0001010549,0.00016909292,0.00016119012,0.000027255837,0.00010460231,0.00005393379,0.000048802016,0.000055609325],"category_scores_gemma":[0.00003303998,0.00007330517,0.000053432814,0.00006702479,0.000011267606,0.00017529444,0.000007267088,0.00020977827,7.071534e-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":[0.00010680356,0.000010430927,0.00013163337,0.00010858664,0.00013516702,0.000041907402,0.0009054539,0.8098519,0.13719577,0.0060901255,0.0010502951,0.04437195],"study_design_scores_gemma":[0.00021325055,0.00058133766,0.003098668,0.00011213219,0.00003669704,0.00006387932,0.00002434465,0.98274606,0.0055292104,0.00040736553,0.007057442,0.00012960918],"about_ca_topic_score_codex":0.000008723332,"about_ca_topic_score_gemma":0.000003294456,"teacher_disagreement_score":0.17289418,"about_ca_system_score_codex":0.000017830213,"about_ca_system_score_gemma":0.000012556525,"threshold_uncertainty_score":0.2989298},"labels":[],"label_agreement":null},{"id":"W4404632936","doi":"10.1016/j.jfluidstructs.2024.104224","title":"Mode split prediction for rotating disks with flexible stator coupling","year":2024,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Andritz (Canada); Polytechnique Montréal","funders":"","keywords":"Mode (computer interface); Stator; Coupling (piping); Materials science; Structural engineering; Mode coupling; Mechanics; Physics; Acoustics; Geometry; Topology (electrical circuits); Mechanical engineering; Engineering; Computer science; Mathematics; Optics; Composite material; Electrical engineering","score_opus":0.007905849757742282,"score_gpt":0.24006094864472072,"score_spread":0.23215509888697844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404632936","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":[0.81980276,0.0016617636,0.178006,0.00003825563,0.0002807345,0.00006433683,0.000026013333,0.00003713685,0.00008302908],"genre_scores_gemma":[0.9648232,0.00012553044,0.034747694,0.0000077743525,0.00022130784,0.000002444783,0.0000027278807,0.000017922894,0.000051437037],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995628,0.0000019661163,0.00018981911,0.000056726254,0.000101841215,0.00008683466],"domain_scores_gemma":[0.99980664,0.00003776751,0.00002513529,0.00003262985,0.00005063029,0.00004716804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008574007,0.000072337585,0.00010467653,0.000067418274,0.00004271299,0.00011568996,0.00003199553,0.000031572028,0.000014278921],"category_scores_gemma":[0.000010969795,0.00005049149,0.000030874577,0.000049603277,0.000013837853,0.0001170089,0.0000037430614,0.000118499534,7.164972e-8],"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":[0.00008605152,0.0000060322236,0.0020459502,0.0012367391,0.00024407284,0.000014389967,0.0020511346,0.81660414,0.022076488,0.0253793,0.0013259434,0.12892975],"study_design_scores_gemma":[0.00021987579,0.00017488243,0.0049872044,0.00010620404,0.00004176306,0.00005363845,0.00011209872,0.9894681,0.00029863327,0.003205041,0.0012674372,0.00006510628],"about_ca_topic_score_codex":0.000002938252,"about_ca_topic_score_gemma":0.0000016730548,"teacher_disagreement_score":0.17286396,"about_ca_system_score_codex":0.000013527668,"about_ca_system_score_gemma":0.000017126491,"threshold_uncertainty_score":0.20589833},"labels":[],"label_agreement":null},{"id":"W4405073638","doi":"10.1016/j.jfluidstructs.2024.104232","title":"A comprehensive numerical study on the current-induced fluid–structure interaction of flexible submerged vegetation","year":2024,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Fluid–structure interaction; Current (fluid); Vegetation (pathology); Geology; Structural engineering; Engineering; Finite element method; Medicine","score_opus":0.019665996210995806,"score_gpt":0.2816758307845373,"score_spread":0.2620098345735415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405073638","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":[0.99761164,0.00046079233,0.0003304068,0.00012376076,0.0011697349,0.00015830353,0.0000056895406,0.000007392527,0.00013226947],"genre_scores_gemma":[0.9997938,0.00001785174,0.000041368166,0.000018456223,0.00010785159,0.0000012900032,0.0000010534552,0.000008635976,0.0000096479625],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99896836,0.00009753536,0.00035173542,0.00013411981,0.00033873427,0.000109534434],"domain_scores_gemma":[0.9995834,0.00009316589,0.00013135972,0.0001091005,0.000028134411,0.000054790966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012711681,0.00012256119,0.00019671803,0.00007113905,0.00007511959,0.000062817104,0.00012316008,0.00003237408,0.00016264133],"category_scores_gemma":[0.000026227663,0.000068189824,0.00007686272,0.00018366633,0.00003451689,0.00015980752,0.000059049566,0.00031054608,0.0000037116965],"study_design_candidate":"observational","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":[0.0008743442,0.00031106567,0.06265363,0.00032087706,0.00058274815,0.00009709796,0.015960978,0.008469295,0.5101674,0.0025787267,0.0036274674,0.39435637],"study_design_scores_gemma":[0.00060469017,0.0015718375,0.9655621,0.00019664968,0.0001420299,0.00025225562,0.0023232433,0.017787194,0.0045789503,0.004879674,0.0018732715,0.00022807435],"about_ca_topic_score_codex":0.00003928785,"about_ca_topic_score_gemma":0.000017959495,"teacher_disagreement_score":0.9029085,"about_ca_system_score_codex":0.00006114231,"about_ca_system_score_gemma":0.000012730951,"threshold_uncertainty_score":0.27807003},"labels":[],"label_agreement":null},{"id":"W4405311791","doi":"10.1016/j.jfluidstructs.2024.104248","title":"Investigating stability and dynamics of inverted flags attached to a cylindrical tube","year":2024,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"FLAGS register; Tube (container); Dynamics (music); Geometry; Stability (learning theory); Structural engineering; Engineering; Mathematics; Acoustics; Computer science; Physics; Mechanical engineering","score_opus":0.015146962783841984,"score_gpt":0.24284007934062263,"score_spread":0.22769311655678065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405311791","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":[0.9902736,0.0020489136,0.00687987,0.00029361364,0.0003482131,0.00004942181,0.000010027664,0.000014964521,0.00008139335],"genre_scores_gemma":[0.98817706,0.000060074024,0.011663286,0.000035426587,0.000048597358,3.7729885e-7,7.834373e-7,0.0000106853295,0.0000037237705],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993311,0.000028566601,0.00032219876,0.000080678525,0.0001415301,0.00009590791],"domain_scores_gemma":[0.9996705,0.00005693521,0.000024382065,0.00006177689,0.000046716006,0.00013970515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022019754,0.00009896821,0.0002180922,0.00010276202,0.000024466028,0.00004549423,0.000056698733,0.000084403844,0.0000339883],"category_scores_gemma":[0.00006403085,0.000069627065,0.000042560325,0.0001338658,0.000044194767,0.000061894985,0.00002279019,0.00019415759,1.7813738e-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":[0.000041145202,0.000011760647,0.0054982593,0.0011589531,0.00023044534,0.000026869606,0.0029930314,0.00016372482,0.8746205,0.027977433,0.0009544655,0.08632344],"study_design_scores_gemma":[0.0010534758,0.0010027826,0.030577261,0.0005051999,0.00023252095,0.00056107214,0.0010041512,0.3554767,0.46390623,0.1441712,0.0009234621,0.00058595795],"about_ca_topic_score_codex":0.00000472761,"about_ca_topic_score_gemma":0.0000050880362,"teacher_disagreement_score":0.41071427,"about_ca_system_score_codex":0.000021448865,"about_ca_system_score_gemma":0.000020095145,"threshold_uncertainty_score":0.28393093},"labels":[],"label_agreement":null},{"id":"W4405746231","doi":"10.1016/j.jfluidstructs.2024.104258","title":"Effect of confinement on the hydrodynamic performance of a fully-passive oscillating-foil turbine","year":2024,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"FOIL method; Turbine; Mechanics; Physics; Aerospace engineering; Materials science; Engineering; Mechanical engineering; Composite material","score_opus":0.0029526376567679674,"score_gpt":0.19788780066703981,"score_spread":0.19493516301027186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405746231","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":[0.9959354,0.0026688913,0.00005980784,0.00008827787,0.000517673,0.000080262485,0.000015340793,0.000008326715,0.0006260268],"genre_scores_gemma":[0.9992138,0.000562794,0.000065745604,0.000010142005,0.00010007098,9.83708e-7,8.6579143e-7,0.000013144232,0.000032416843],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992124,0.00002591507,0.00036026907,0.000067288944,0.00022754168,0.00010661054],"domain_scores_gemma":[0.99957734,0.00017154541,0.00006831917,0.000102296864,0.000044971093,0.000035548517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024037914,0.00013665977,0.00027175338,0.000112741654,0.000029496605,0.000024513502,0.00010769215,0.000045966182,0.000064556654],"category_scores_gemma":[0.000026047717,0.000071730734,0.00010813902,0.000093069284,0.00005197179,0.00004004271,0.000017383536,0.0002137239,4.4308175e-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":[0.0005691016,0.00002923553,0.0017251355,0.004106334,0.0013050531,0.000070815935,0.0013436682,0.44095492,0.39468837,0.018812902,0.003323508,0.13307096],"study_design_scores_gemma":[0.00043949735,0.0017793,0.004087824,0.0004446698,0.00009124747,0.0000738553,0.000013299272,0.96927434,0.02294591,0.00028710987,0.00045474852,0.000108190034],"about_ca_topic_score_codex":0.0000034614193,"about_ca_topic_score_gemma":0.0000012124624,"teacher_disagreement_score":0.5283194,"about_ca_system_score_codex":0.000020283016,"about_ca_system_score_gemma":0.000016158527,"threshold_uncertainty_score":0.29250947},"labels":[],"label_agreement":null},{"id":"W4406275578","doi":"10.1016/j.jfluidstructs.2024.104262","title":"Transient vortex-induced vibrations of a cylinder released from rest","year":2025,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rest (music); Transient (computer programming); Vibration; Cylinder; Vortex-induced vibration; Vortex shedding; Vortex; Mechanics; Physics; Kármán vortex street; Acoustics; Classical mechanics; Structural engineering; Mathematics; Engineering; Geometry; Computer science; Reynolds number; Turbulence","score_opus":0.006492794153485646,"score_gpt":0.2250077275303148,"score_spread":0.21851493337682917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406275578","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":[0.9513301,0.0009736946,0.046601783,0.0002304708,0.00022791955,0.00003201009,0.00001850778,0.000008976483,0.00057650905],"genre_scores_gemma":[0.9974296,0.00021687224,0.0022128208,0.00006085733,0.000048924794,3.8006374e-7,0.000003923987,0.0000060735533,0.000020555164],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993282,0.000017839124,0.00040129287,0.0000602284,0.00012572654,0.00006674144],"domain_scores_gemma":[0.99967,0.000040436364,0.000054356813,0.00009593069,0.000089816655,0.00004941782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059769263,0.00008279868,0.00022049852,0.0001860946,0.0000388323,0.00003358735,0.00007348453,0.00006408346,0.000053801596],"category_scores_gemma":[0.000023627004,0.000065751476,0.000102595724,0.00016114631,0.00001946458,0.00008014887,0.0000056305275,0.0001251867,1.2682919e-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":[0.000083022365,0.000030671727,0.0016422283,0.000062227766,0.0007140097,0.000009950621,0.0006913576,0.025440533,0.94327074,0.018304786,0.001739677,0.008010804],"study_design_scores_gemma":[0.0019858517,0.00017591013,0.40381038,0.0001507788,0.0005052321,0.0000131659845,0.00048979244,0.5177843,0.05553902,0.017982848,0.001268707,0.00029400873],"about_ca_topic_score_codex":0.000032591546,"about_ca_topic_score_gemma":0.000053793086,"teacher_disagreement_score":0.88773173,"about_ca_system_score_codex":0.0000136948465,"about_ca_system_score_gemma":0.00003813687,"threshold_uncertainty_score":0.26812676},"labels":[],"label_agreement":null},{"id":"W4406740385","doi":"10.1016/j.jfluidstructs.2024.104260","title":"A model for the axial-bending-torsional dynamics of pipes conveying fluid","year":2025,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":4,"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; Concordia University; Fundação de Amparo à Pesquisa do Estado de São Paulo; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministère des relations internationales et de la Francophonie","keywords":"Bending; Dynamics (music); Structural engineering; Mechanics; Computational fluid dynamics; Materials science; Engineering; Physics; Acoustics","score_opus":0.008532420496821699,"score_gpt":0.23759163006558384,"score_spread":0.22905920956876213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406740385","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":[0.13367854,0.0013372465,0.86409354,0.00031931064,0.00026209536,0.00004792979,0.000022835775,0.000007485,0.00023101679],"genre_scores_gemma":[0.99413013,0.0002492565,0.005397237,0.000057182508,0.000051510906,8.572378e-7,0.0000025450083,0.0000055163055,0.00010575542],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947464,0.000007675204,0.0002925913,0.000044319466,0.000106611886,0.0000741497],"domain_scores_gemma":[0.9996535,0.000108510365,0.000059760885,0.00006212373,0.0000887373,0.000027346265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001300402,0.000075216885,0.00018234813,0.00011716809,0.000077938086,0.000029078257,0.00010122637,0.000033733166,0.000015466916],"category_scores_gemma":[0.000039989765,0.000046991037,0.00011762037,0.000083348765,0.000039144594,0.00006884172,0.000013027509,0.000087727894,2.900064e-8],"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":[0.00009130763,0.000009089125,0.0012408022,0.00017103396,0.0005858558,0.000001931637,0.00044958136,0.8127119,0.012397611,0.15769383,0.00326932,0.011377753],"study_design_scores_gemma":[0.00027058343,0.000016873582,0.0010880051,0.000021710663,0.00010120486,0.000011357096,0.00018848079,0.9803265,0.0002816836,0.017555622,0.00009371566,0.000044287874],"about_ca_topic_score_codex":0.0000026187008,"about_ca_topic_score_gemma":0.000015272504,"teacher_disagreement_score":0.8604516,"about_ca_system_score_codex":0.000024351033,"about_ca_system_score_gemma":0.000033842658,"threshold_uncertainty_score":0.1916239},"labels":[],"label_agreement":null},{"id":"W4408658824","doi":"10.1016/j.jfluidstructs.2025.104304","title":"Exploring optimal spacing in parallel fully-passive flapping-foil hydrokinetic turbines","year":2025,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":0,"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":"Université de Strasbourg; Université Laval","keywords":"FOIL method; Flapping; Wind power; Acoustics; Materials science; Structural engineering; Marine engineering; Physics; Engineering; Electrical engineering; Wing; Composite material","score_opus":0.01984461945330077,"score_gpt":0.22074583530923456,"score_spread":0.2009012158559338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408658824","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":[0.9879944,0.0037750457,0.0063374885,0.00026077556,0.0010246749,0.000056942677,0.0000013519847,0.000020547757,0.0005287749],"genre_scores_gemma":[0.98895395,0.0010417461,0.009735384,0.00003732467,0.00016263143,0.0000028228592,4.788773e-7,0.00001168385,0.00005400748],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915624,0.000021690648,0.00039431875,0.0000976623,0.00013998363,0.00019008463],"domain_scores_gemma":[0.9997138,0.000040211104,0.00005040539,0.000086090375,0.000042680345,0.00006685322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011675031,0.00015721646,0.00029684132,0.00031262235,0.00004736629,0.00005631361,0.00011986053,0.00007764564,0.000037580503],"category_scores_gemma":[0.000028417873,0.000119505996,0.000068766705,0.0001654323,0.000025809179,0.0001617939,0.00003058648,0.00027240478,6.477059e-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":[0.00038144545,0.000037792914,0.00198817,0.0007918577,0.00044456008,0.0003831912,0.0034823609,0.08267002,0.677622,0.013812302,0.0037344962,0.21465178],"study_design_scores_gemma":[0.010796006,0.001299349,0.13616222,0.0029947103,0.0004483652,0.0010160016,0.0038462677,0.12251105,0.6053539,0.09289323,0.020504035,0.0021748426],"about_ca_topic_score_codex":0.000007810299,"about_ca_topic_score_gemma":0.0000035195649,"teacher_disagreement_score":0.21247694,"about_ca_system_score_codex":0.00002876829,"about_ca_system_score_gemma":0.000018406814,"threshold_uncertainty_score":0.4873313},"labels":[],"label_agreement":null},{"id":"W4409837121","doi":"10.1016/j.jfluidstructs.2025.104325","title":"Effect of incidence angle on the wake of a wall mounted slotted cylinder in an open channel flow","year":2025,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wake; Cylinder; Open-channel flow; Flow (mathematics); Channel (broadcasting); Mechanics; Materials science; Angle of incidence (optics); Geometry; Optics; Physics; Engineering; Electrical engineering; Mathematics","score_opus":0.006853342094727165,"score_gpt":0.26669647832052473,"score_spread":0.2598431362257976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409837121","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":[0.9976439,0.0003319515,0.0015339614,0.00013745265,0.00007348203,0.000086689965,0.0000061105948,0.0000029162077,0.00018356735],"genre_scores_gemma":[0.99959576,0.00008330485,0.0002122657,0.000073101895,0.000014398142,0.0000011300717,0.0000015419153,0.000005477481,0.000013029768],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993334,0.00007367518,0.0003362907,0.000059423728,0.00012670744,0.00007053438],"domain_scores_gemma":[0.9995983,0.00011143611,0.00006863969,0.000118085016,0.00007608641,0.000027452417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038390266,0.000087322325,0.0002818873,0.00019589523,0.00002475674,0.000038147533,0.00023018011,0.000051682942,0.000023178041],"category_scores_gemma":[0.000064929605,0.000051134262,0.000051383173,0.00023266378,0.000026867338,0.000104430124,0.000029170607,0.00013986322,5.3228195e-8],"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":[0.001092945,0.0000912406,0.012041826,0.000411641,0.0006723117,0.000022822482,0.0022512067,0.58315605,0.3692489,0.011963387,0.0013014734,0.017746175],"study_design_scores_gemma":[0.00070834695,0.00046007434,0.0455378,0.0001320403,0.000048534683,0.000005019438,0.00007296251,0.93000925,0.0215661,0.0013757041,0.000018653176,0.000065534616],"about_ca_topic_score_codex":0.00004692106,"about_ca_topic_score_gemma":0.000103475155,"teacher_disagreement_score":0.3476828,"about_ca_system_score_codex":0.000018325723,"about_ca_system_score_gemma":0.000019442212,"threshold_uncertainty_score":0.20851946},"labels":[],"label_agreement":null},{"id":"W4412102496","doi":"10.1016/j.jfluidstructs.2025.104369","title":"Tornado-induced wind loads on a community of low-rise buildings","year":2025,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; McGill University","keywords":"Tornado; Low-rise; Wind engineering; Structural engineering; Wind force; Engineering; Architectural engineering; Meteorology; Geography","score_opus":0.01593360328490144,"score_gpt":0.2660780308195791,"score_spread":0.25014442753467764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412102496","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":[0.99645317,0.0008428657,0.000028480237,0.0003922125,0.0001907663,0.000040355906,0.000013762094,0.0000028429267,0.002035534],"genre_scores_gemma":[0.9993386,0.00011562652,0.00027250877,0.0001449001,0.00008905942,3.3313096e-8,0.0000010622715,0.0000012244587,0.000036974554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990552,0.00013692181,0.00030302728,0.00007123875,0.0002721403,0.00016148336],"domain_scores_gemma":[0.9993629,0.00022629445,0.00007961649,0.000112771355,0.000088763234,0.00012966622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018438838,0.00009240199,0.0002586544,0.00012745272,0.00015249239,0.00004594987,0.00024429706,0.00007667171,0.00026974783],"category_scores_gemma":[0.00012993051,0.00005620686,0.000083080304,0.00015140726,0.00011667485,0.000085716696,0.000018759216,0.0005037018,0.0000011636355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001355068,0.000085702326,0.74815327,0.00022209948,0.0001439812,0.00004741924,0.00035640653,0.00028772283,0.028911358,0.0038552212,0.0019102832,0.21467146],"study_design_scores_gemma":[0.00046531815,0.00086943666,0.9856201,0.000070684306,0.000013721483,0.000015706039,0.00014654096,0.00008037701,0.0036497533,0.007867026,0.0011398562,0.00006149443],"about_ca_topic_score_codex":0.0010927002,"about_ca_topic_score_gemma":0.00026575068,"teacher_disagreement_score":0.23746681,"about_ca_system_score_codex":0.0000041110557,"about_ca_system_score_gemma":0.00005326868,"threshold_uncertainty_score":0.29535496},"labels":[],"label_agreement":null},{"id":"W4414676882","doi":"10.1016/j.jfluidstructs.2025.104424","title":"On the oscillatory behavior of two pendulum-like tandem circular slender cylinders","year":2025,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; University of Ontario Institute of Technology","keywords":"Wake; Particle image velocimetry; Cylinder; Vibration; Reynolds number; Oscillation (cell signaling); Transverse plane; Amplitude","score_opus":0.007990367940579543,"score_gpt":0.23695301196189364,"score_spread":0.2289626440213141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414676882","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":[0.9898451,0.0014625638,0.00718509,0.00014429349,0.00040161485,0.00004920984,0.0000048260717,0.000008057313,0.0008992305],"genre_scores_gemma":[0.99933404,0.00020048315,0.00020929762,0.00017136568,0.000037656915,6.790841e-7,6.489213e-7,0.0000072130147,0.000038601913],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933493,0.000024971958,0.0003065318,0.000061491846,0.00018718663,0.000084877225],"domain_scores_gemma":[0.9996576,0.000052230513,0.00005972114,0.00011923583,0.000071993425,0.000039236063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016133575,0.00009656443,0.00019763633,0.00015915664,0.00006259194,0.000034711287,0.00011136144,0.00005183426,0.000085069674],"category_scores_gemma":[0.00002028971,0.00006125557,0.0001286201,0.00012665881,0.000046781555,0.000048119706,0.000012117431,0.000181116,1.9516602e-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":[0.00010799379,0.00011655183,0.031588797,0.00026240456,0.0028006108,0.00007727083,0.0014735194,0.22348863,0.2250328,0.46656495,0.027154371,0.021332094],"study_design_scores_gemma":[0.00506416,0.00050137297,0.38840824,0.00031947982,0.0019059244,0.00017365249,0.0023623544,0.49849328,0.024863904,0.071193665,0.005702259,0.0010117096],"about_ca_topic_score_codex":0.000005157927,"about_ca_topic_score_gemma":0.0000054020834,"teacher_disagreement_score":0.3953713,"about_ca_system_score_codex":0.000024484763,"about_ca_system_score_gemma":0.000029090952,"threshold_uncertainty_score":0.24979296},"labels":[],"label_agreement":null},{"id":"W4417431519","doi":"10.1016/j.jfluidstructs.2025.104488","title":"Flow dynamics around mesh wrapped wall-mounted circular cylinders","year":2025,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Flow (mathematics); Dynamics (music); Vortex shedding; Potential flow; Cylinder","score_opus":0.004373676131122344,"score_gpt":0.22523183900703406,"score_spread":0.2208581628759117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417431519","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":[0.7617206,0.002894851,0.23217885,0.00061417924,0.00078410987,0.00006894691,0.000013486002,0.000041718064,0.0016832853],"genre_scores_gemma":[0.9971745,0.0005035016,0.0019710734,0.00018237808,0.000067304274,3.6837423e-7,0.000008485933,0.000012341591,0.00008006998],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991832,0.000019909157,0.00039444107,0.000089161236,0.00017435315,0.0001389499],"domain_scores_gemma":[0.9996146,0.000028904278,0.0000527177,0.00011998419,0.00010817903,0.00007564673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013142901,0.00014236558,0.0002791556,0.00028908384,0.00007162142,0.00012571085,0.00012687052,0.00010224796,0.000049831306],"category_scores_gemma":[0.000025561627,0.0001176963,0.00014434979,0.00023165454,0.000037070833,0.00012417864,0.000014560545,0.0002179112,4.7580772e-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":[0.00019591177,0.000062131076,0.010530367,0.0005519107,0.0037175503,0.00013189283,0.0009059319,0.7788978,0.046545684,0.0937504,0.01377788,0.050932508],"study_design_scores_gemma":[0.00044322616,0.000026969079,0.0058143153,0.000021443278,0.00011914784,0.000027616006,0.00020128932,0.9875457,0.00023331378,0.0047578495,0.00069258525,0.00011648957],"about_ca_topic_score_codex":0.000010234657,"about_ca_topic_score_gemma":0.00003921329,"teacher_disagreement_score":0.2354539,"about_ca_system_score_codex":0.00008075348,"about_ca_system_score_gemma":0.000037543472,"threshold_uncertainty_score":0.47995156},"labels":[],"label_agreement":null},{"id":"W49220529","doi":"10.1016/j.jfluidstructs.2015.10.005","title":"Flow-induced vibrations of in-line cylinder arrangements at low Reynolds numbers","year":2015,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reynolds number; Cylinder; Physics; Oscillation (cell signaling); Transverse plane; Amplitude; Mechanics; Phase portrait; Wake; Flow (mathematics); Geometry; Classical mechanics; Mathematics; Optics; Bifurcation; Turbulence; Structural engineering","score_opus":0.01692280826869757,"score_gpt":0.24722441002645285,"score_spread":0.23030160175775527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W49220529","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":[0.9894103,0.0004258684,0.009351459,0.00008717245,0.00023244043,0.00003474236,0.0000062057184,0.000006395737,0.00044544326],"genre_scores_gemma":[0.9960326,0.0001408097,0.003662618,0.00003519528,0.00007896305,4.375588e-7,0.000004485827,0.000009932118,0.000034966004],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992186,0.000017601113,0.00041295585,0.00005861624,0.00020038028,0.00009184045],"domain_scores_gemma":[0.9996278,0.0000139855865,0.00007177897,0.000083250554,0.000107392625,0.000095766416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014196461,0.00009157688,0.00022470226,0.00018612616,0.000022484426,0.00002338595,0.000072754185,0.000064001615,0.00005067735],"category_scores_gemma":[0.000024087227,0.00007422906,0.000066220935,0.0001562774,0.000017643239,0.00013657122,0.0000156793,0.00010733463,5.838501e-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":[0.00017914276,0.00006549034,0.014277945,0.00011632658,0.00051591016,0.000035214332,0.0035639787,0.69368947,0.2709292,0.001895166,0.0054466277,0.009285569],"study_design_scores_gemma":[0.0019609723,0.00017372011,0.027854009,0.000053609852,0.00008101161,0.000040777486,0.00035434772,0.9522852,0.014526111,0.0020392153,0.00042048385,0.00021054897],"about_ca_topic_score_codex":0.000011782908,"about_ca_topic_score_gemma":0.00006819429,"teacher_disagreement_score":0.25859573,"about_ca_system_score_codex":0.000051972533,"about_ca_system_score_gemma":0.000025394322,"threshold_uncertainty_score":0.3026973},"labels":[],"label_agreement":null}]}