{"meta":{"query_hash":"0d5cd3977c91","filters":{"venue":"Mathematics and Computers in Simulation"},"cohort_total":76,"direct_labels_cover":0,"predictions_cover":76,"exported":76,"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/0d5cd3977c91","api":"https://metacan.xera.ac/api/v1/cohort?venue=Mathematics+and+Computers+in+Simulation"},"results":[{"id":"W1547990361","doi":"","title":"Modelling and Simulation of Electrical Machines, Converters and Power Systems","year":2010,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ninth; Computer science; Converters; Power (physics); Process (computing); Event (particle physics); Electric power system; Operations research; Electrical engineering; Engineering","score_opus":0.008292634714602358,"score_gpt":0.21745816303988244,"score_spread":0.20916552832528007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547990361","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011086014,0.009012462,0.9271891,0.0019648734,0.0012836781,0.00020137578,0.0011060205,0.0024432975,0.04571318],"genre_scores_gemma":[0.52266204,0.02385406,0.3463046,0.0006631221,0.00097440847,0.0013711614,0.0048677535,0.0010143005,0.09828864],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991553,0.00030340033,0.000058313224,0.00009609384,0.00032212486,0.0000648137],"domain_scores_gemma":[0.99942267,0.00024301918,0.00004140735,0.00011126281,0.00014497589,0.00003659787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087961124,0.0011375612,0.0015405883,0.0008203064,0.0005612048,0.003030976,0.001459975,0.0017758377,0.0074510025],"category_scores_gemma":[0.0020391082,0.0006999093,0.0012597913,0.0014099751,0.0010766791,0.0016105305,0.0014505466,0.0014517592,0.002185388],"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":[0.000053307456,0.000040713363,0.00064672064,0.000304671,0.00008639362,0.00012493567,0.000103893064,0.8548115,0.002541119,0.08120967,0.0112028625,0.048874192],"study_design_scores_gemma":[0.000020148014,0.000029742268,0.00032742516,0.00005252805,0.00002041053,0.00006984506,0.000024100726,0.91256535,0.0010074032,0.03372282,0.05214265,0.000017668322],"about_ca_topic_score_codex":0.012160498,"about_ca_topic_score_gemma":0.007588832,"teacher_disagreement_score":0.012160498,"about_ca_system_score_codex":0.0011491128,"about_ca_system_score_gemma":0.0019860817,"threshold_uncertainty_score":0.024926066},"labels":[],"label_agreement":null},{"id":"W1668356818","doi":"10.1016/j.matcom.2004.01.004","title":"Preconditioning techniques for the solution of the Helmholtz equation by the finite element method","year":2004,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Electromagnetic Simulation and Numerical Methods","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":"Hôpital Notre-Dame; École de Technologie Supérieure","funders":"","keywords":"Generalized minimal residual method; Helmholtz equation; Krylov subspace; Discretization; Mathematics; Finite element method; Galerkin method; Convergence (economics); Applied mathematics; Discontinuous Galerkin method; Mathematical analysis; Boundary value problem; Linear system; Physics","score_opus":0.024967130162137967,"score_gpt":0.3020587722280844,"score_spread":0.27709164206594644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1668356818","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00424532,0.0003335356,0.99258363,0.0000943717,0.00010652096,0.000023589078,0.000025557592,0.00016874787,0.0024187085],"genre_scores_gemma":[0.11965444,0.0015389597,0.869255,0.00015121579,0.00015685447,0.00016986996,0.00019262615,0.000433093,0.0084478725],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995455,0.00017699774,0.00002511897,0.000033755845,0.00018100376,0.00003759773],"domain_scores_gemma":[0.9993666,0.00027186275,0.000040921554,0.00009919941,0.00018121954,0.000040311144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006477818,0.0005762766,0.000567733,0.0004593335,0.00041812213,0.0005148133,0.00069646124,0.00063233176,0.0043145465],"category_scores_gemma":[0.003050167,0.00030306412,0.00048211342,0.00056714215,0.0006296454,0.0009465412,0.0012172868,0.0017456248,0.0016168755],"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":[0.0004332209,0.0002205431,0.0007189521,0.00062919455,0.000084016065,0.0003601653,0.0005063511,0.13526453,0.074782304,0.29875615,0.015403358,0.47284117],"study_design_scores_gemma":[0.00006308396,0.00010819924,0.00038132616,0.000058900165,0.00003461905,0.00020416526,0.00006442162,0.8871848,0.016911866,0.0673163,0.027639206,0.000033089065],"about_ca_topic_score_codex":0.0013054861,"about_ca_topic_score_gemma":0.0019611388,"teacher_disagreement_score":0.0043145465,"about_ca_system_score_codex":0.00019945907,"about_ca_system_score_gemma":0.00075044844,"threshold_uncertainty_score":0.014433563},"labels":[],"label_agreement":null},{"id":"W1924087591","doi":"10.1016/s0378-4754(03)00170-8","title":"Modelling and Simulation of Electric Machines, Converters and Systems","year":2003,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Electric Motor Design and 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":"École de Technologie Supérieure","funders":"","keywords":"Converters; Computer science; Control theory (sociology); Electrical engineering; Voltage; Engineering; Artificial intelligence","score_opus":0.013868237533175818,"score_gpt":0.21284036064772507,"score_spread":0.19897212311454926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1924087591","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020208964,0.0017768152,0.9524568,0.00056696724,0.00028015245,0.00013052215,0.0003683144,0.0011706912,0.023040695],"genre_scores_gemma":[0.6684939,0.00568646,0.2853383,0.0002094644,0.0002078278,0.0006950977,0.0012011694,0.00037764333,0.03779013],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99955505,0.0001344653,0.000029682235,0.000046300185,0.00020036742,0.00003410008],"domain_scores_gemma":[0.99959224,0.00019853703,0.000032936023,0.00007515248,0.00007946432,0.000021763817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045581072,0.00072785997,0.0013248426,0.0004904299,0.0004350755,0.0016595789,0.0015302058,0.0017353154,0.004208244],"category_scores_gemma":[0.0016911526,0.00053819973,0.0008311091,0.00074546365,0.00085207255,0.0013814311,0.0007677221,0.0010666284,0.0012395981],"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":[0.000021992075,0.000017299319,0.00014505333,0.00010649658,0.000017444796,0.000029770517,0.000041578496,0.95851016,0.0018810676,0.026776804,0.0007132361,0.011739039],"study_design_scores_gemma":[0.000013916843,0.0000156107,0.000096791635,0.000014567989,0.000010381251,0.000027741504,0.000010522993,0.9724113,0.0011741122,0.016582984,0.009633882,0.000008193284],"about_ca_topic_score_codex":0.005250656,"about_ca_topic_score_gemma":0.0030329432,"teacher_disagreement_score":0.005250656,"about_ca_system_score_codex":0.0006304339,"about_ca_system_score_gemma":0.0012554246,"threshold_uncertainty_score":0.014077961},"labels":[],"label_agreement":null},{"id":"W1964204110","doi":"10.1016/j.matcom.2009.08.034","title":"On the uniform convergence of the Chebyshev interpolants for solitons","year":2009,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Mathematical functions and polynomials","field":"Mathematics","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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Chebyshev polynomials; Chebyshev nodes; Interpolation (computer graphics); Real line; Convergence (economics); Applied mathematics; Chebyshev filter; Polynomial; Exponential function; Chebyshev equation; Line (geometry); Class (philosophy); Algebraic number; Gaussian; Interval (graph theory); Mathematical analysis; Polynomial interpolation; Linear interpolation; Orthogonal polynomials; Combinatorics; Classical orthogonal polynomials; Computer science; Geometry; Physics","score_opus":0.053936509710921385,"score_gpt":0.3210440407280119,"score_spread":0.2671075310170905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964204110","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17178899,0.0035863656,0.78560084,0.0013975081,0.00049501145,0.0000925069,0.0001357729,0.00023298098,0.03667005],"genre_scores_gemma":[0.87887573,0.0031724952,0.0990629,0.0005028953,0.0004376244,0.00015245115,0.00023549421,0.0004309687,0.017129371],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986487,0.000723843,0.000067785964,0.00011307561,0.00029766464,0.00014906607],"domain_scores_gemma":[0.985694,0.010441513,0.00057170284,0.0007544481,0.001905519,0.00063282525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008363764,0.0012429381,0.0012100604,0.0026349528,0.0014154452,0.0022427645,0.0016396161,0.0012245674,0.003262564],"category_scores_gemma":[0.029140996,0.00060748245,0.001138076,0.0012484881,0.0047129374,0.0038410472,0.0035960635,0.004007129,0.0004312815],"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":[0.0003311732,0.000054360902,0.00067453884,0.00012735384,0.000032907472,0.0000894953,0.00029866383,0.046218585,0.002879103,0.93732345,0.0008750685,0.01109531],"study_design_scores_gemma":[0.000035405505,0.000089821566,0.00041630128,0.00007422009,0.000026387528,0.0000941129,0.00011771766,0.66235083,0.0029654326,0.3317632,0.0020337983,0.000032717646],"about_ca_topic_score_codex":0.0031468945,"about_ca_topic_score_gemma":0.0016420707,"teacher_disagreement_score":0.008363764,"about_ca_system_score_codex":0.0016896406,"about_ca_system_score_gemma":0.0011345461,"threshold_uncertainty_score":0.04423237},"labels":[],"label_agreement":null},{"id":"W1971485309","doi":"10.1016/j.matcom.2009.06.019","title":"Identification of solitary-wave solutions as an inverse problem: Application to shapes with oscillatory tails","year":2009,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Bifurcation; Mathematics; Mathematical analysis; Inverse problem; Boundary value problem; Boundary (topology); Inverse; Wave equation; Iterative method; Applied mathematics; Physics; Mathematical optimization; Nonlinear system; Geometry","score_opus":0.02106356976021832,"score_gpt":0.26179666875317653,"score_spread":0.24073309899295822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971485309","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0894361,0.00007025183,0.90727985,0.000196396,0.000028123695,0.000052416908,0.000012390846,0.00013218792,0.0027922338],"genre_scores_gemma":[0.7394509,0.00021170278,0.25519142,0.00007293876,0.00003551173,0.00009221843,0.00006199318,0.00007173176,0.0048116655],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997944,0.00007344288,0.00001454081,0.000037597692,0.000062147345,0.00001796006],"domain_scores_gemma":[0.99851364,0.0007976213,0.0001774534,0.00018259467,0.00025393805,0.000074708776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011813106,0.00054385676,0.00055077247,0.00069215667,0.0004827372,0.0010102956,0.0008019899,0.0017623898,0.0015986077],"category_scores_gemma":[0.005380198,0.0003960814,0.0005477789,0.0005142407,0.0010968272,0.0013888711,0.0016135704,0.00089705427,0.00037453737],"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":[0.0006196562,0.00038402472,0.005233179,0.00037090448,0.000046120906,0.0013112907,0.00118346,0.55690837,0.094251595,0.14957839,0.0011944094,0.18891853],"study_design_scores_gemma":[0.000014874996,0.00005221019,0.00019373038,0.000009416382,0.0000055006,0.00018811926,0.000095173324,0.9733883,0.006289703,0.019269407,0.0004797938,0.00001368891],"about_ca_topic_score_codex":0.00032316032,"about_ca_topic_score_gemma":0.0002610947,"teacher_disagreement_score":0.0017623898,"about_ca_system_score_codex":0.00022637263,"about_ca_system_score_gemma":0.0004535191,"threshold_uncertainty_score":0.0062474012},"labels":[],"label_agreement":null},{"id":"W1971966300","doi":"10.1016/j.matcom.2010.04.025","title":"Modeling old-age mortality risk for the populations of Australia and New Zealand: An extreme value approach","year":2010,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Actua","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Life table; Demography; Mortality rate; Population; Table (database); Centenarian; Raw data; Geography; Statistics; Computer science; Mathematics; Sociology","score_opus":0.16568281853477548,"score_gpt":0.374494994165238,"score_spread":0.20881217563046253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971966300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5564594,0.00045817404,0.4375526,0.0017187566,0.00008689587,0.000099626035,0.00035422997,0.000120119,0.0031501947],"genre_scores_gemma":[0.9800741,0.00024948115,0.01660401,0.000080334714,0.000038042075,0.00009251337,0.00018942618,0.0000241818,0.0026477901],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992867,0.000364789,0.000037394846,0.00012138206,0.0000741932,0.00011549421],"domain_scores_gemma":[0.9981767,0.0011157271,0.000238414,0.00007438702,0.00019927,0.00019543477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022480513,0.0007263768,0.0013022244,0.000877602,0.0006357015,0.0017930024,0.0027893651,0.0017916459,0.0013022517],"category_scores_gemma":[0.007576829,0.00075619825,0.0015068909,0.00074046187,0.0013052,0.0017900084,0.0016283628,0.0020166172,0.00009941953],"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":[0.000020869007,0.000029553234,0.004515155,0.000008869267,0.000055689223,0.00007627402,0.00008253915,0.9868607,0.00008224935,0.006336063,0.00013053071,0.0018015876],"study_design_scores_gemma":[0.000006406542,0.000012173305,0.00075511093,0.000002577881,0.000012624743,0.000013008153,0.00003287275,0.99393785,0.000023777893,0.0051131067,0.00008359694,0.000006885734],"about_ca_topic_score_codex":0.08398856,"about_ca_topic_score_gemma":0.041132055,"teacher_disagreement_score":0.08398856,"about_ca_system_score_codex":0.0023504135,"about_ca_system_score_gemma":0.0017952798,"threshold_uncertainty_score":0.16699934},"labels":[],"label_agreement":null},{"id":"W1976626855","doi":"10.1016/j.matcom.2006.02.003","title":"Modeling and experimental validation of internal faults in salient pole synchronous machines including space harmonics","year":2006,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Electric Motor Design and 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":"Hydro-Québec; École de Technologie Supérieure; Cégep de Sorel-Tracy; Université du Québec à Montréal","funders":"","keywords":"Harmonics; Stator; Electromagnetic coil; Computer science; Generator (circuit theory); Salient; Permanent magnet synchronous generator; Control theory (sociology); Synchronous motor; Fault (geology); Physics; Engineering; Mechanical engineering; Magnet; Electrical engineering; Voltage; Geology; Power (physics); Artificial intelligence","score_opus":0.013419403210787429,"score_gpt":0.2482358192411199,"score_spread":0.23481641603033246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976626855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93457025,0.0000694695,0.061430156,0.00010883561,0.00004377882,0.00004855732,0.000162093,0.0006761277,0.0028907557],"genre_scores_gemma":[0.9975522,0.000016027396,0.0020781937,0.0000033661795,0.0000022366094,0.0000104793235,0.000055431236,0.000013471486,0.00026858904],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995203,0.00013954198,0.000029430346,0.00004624456,0.00021910432,0.00004537624],"domain_scores_gemma":[0.9979487,0.000992589,0.00023329249,0.0004518583,0.000319533,0.00005403929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063909456,0.0005584081,0.000572255,0.00038312905,0.00038264997,0.0004452895,0.00071281544,0.00072903244,0.0015631438],"category_scores_gemma":[0.0021891668,0.0003037572,0.00036874358,0.00027666098,0.0006269618,0.00078389613,0.00027374178,0.00049147586,0.0002969098],"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":[0.002368652,0.0014674426,0.009893826,0.0006177793,0.00007173063,0.0005820494,0.000674131,0.619902,0.29396585,0.005468704,0.0017602916,0.06322749],"study_design_scores_gemma":[0.000134384,0.001119287,0.004923454,0.000017785907,0.000033891447,0.00012709493,0.00006599864,0.8569237,0.13488653,0.0009354789,0.0008143506,0.00001799944],"about_ca_topic_score_codex":0.0012730871,"about_ca_topic_score_gemma":0.0011334702,"teacher_disagreement_score":0.0015631438,"about_ca_system_score_codex":0.00042805538,"about_ca_system_score_gemma":0.00031258602,"threshold_uncertainty_score":0.005229175},"labels":[],"label_agreement":null},{"id":"W1976918564","doi":"10.1016/j.matcom.2009.04.008","title":"Solving Wick-stochastic water waves using a Galerkin finite element method","year":2009,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","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","funders":"","keywords":"Discretization; Finite element method; Mathematics; Shallow water equations; Galerkin method; Randomness; Polynomial chaos; Mathematical analysis; Applied mathematics; Monte Carlo method; Physics","score_opus":0.02445747953492068,"score_gpt":0.26217261870990943,"score_spread":0.23771513917498877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976918564","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013944745,0.000045380515,0.9840605,0.0000847729,0.00004222308,0.00003126575,0.000024786541,0.000114601964,0.0016517617],"genre_scores_gemma":[0.37268212,0.00017489743,0.62020224,0.0001239298,0.000059619517,0.00022393349,0.00011120571,0.0002013925,0.006220702],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996568,0.000114576666,0.000025178682,0.000043833865,0.00012680386,0.00003288153],"domain_scores_gemma":[0.99904543,0.00059679017,0.00008270126,0.00006207711,0.00015982459,0.000053250915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008153505,0.0005670222,0.00089099474,0.0004290158,0.00046837807,0.0008285815,0.0009875135,0.0015814353,0.0016228958],"category_scores_gemma":[0.0020959845,0.0005422904,0.0005669616,0.00055241917,0.0009228944,0.0009793031,0.0011808877,0.0010335344,0.0002929254],"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":[0.000034212935,0.000066658,0.0003243214,0.000048279457,0.000018962159,0.000056720903,0.00005378889,0.964513,0.0045830114,0.017709907,0.00025710042,0.012334066],"study_design_scores_gemma":[0.000003569298,0.000004340657,0.000014050444,9.820542e-7,0.0000014054162,0.0000058081755,0.000004149099,0.9983847,0.00036269057,0.0010250782,0.00019106444,0.0000022102122],"about_ca_topic_score_codex":0.0024615056,"about_ca_topic_score_gemma":0.0020033105,"teacher_disagreement_score":0.0024615056,"about_ca_system_score_codex":0.00032364286,"about_ca_system_score_gemma":0.0011209778,"threshold_uncertainty_score":0.005429089},"labels":[],"label_agreement":null},{"id":"W1979923927","doi":"10.1016/j.matcom.2010.07.013","title":"A smooth estimator for MC/QMC methods in finance","year":2010,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","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":"Wilfrid Laurier University","funders":"","keywords":"Estimator; Control variates; Mathematics; Variance reduction; Martingale (probability theory); Martingale difference sequence; Stochastic volatility; Minimum-variance unbiased estimator; Volatility (finance); Applied mathematics; Econometrics; Statistics; Monte Carlo method","score_opus":0.038160375270640645,"score_gpt":0.3206332980974678,"score_spread":0.2824729228268272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979923927","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023137133,0.0005984138,0.9953621,0.00030889956,0.0001648945,0.000042133415,0.000063404594,0.0002719203,0.00087464927],"genre_scores_gemma":[0.12913227,0.00096446916,0.86113936,0.00055028906,0.0007367017,0.0003205384,0.0003794878,0.00063769263,0.0061391485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99750274,0.0013502537,0.00009979479,0.0002442366,0.0006574144,0.00014549831],"domain_scores_gemma":[0.98943675,0.005619705,0.00060002715,0.001577614,0.0022906193,0.00047530152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076224725,0.00086518715,0.0014393404,0.0028610416,0.0010708745,0.0018889136,0.002040105,0.0027396127,0.005958453],"category_scores_gemma":[0.03343084,0.00093434186,0.0013231428,0.0019436964,0.0021378552,0.001792823,0.0029498038,0.003454751,0.0015474955],"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":[0.00022224998,0.000117741954,0.0021862525,0.00031602193,0.0001985194,0.00012823769,0.000102381,0.2068997,0.0057317,0.63813573,0.00924329,0.13671818],"study_design_scores_gemma":[0.000040479754,0.000046442015,0.00080067525,0.00005537387,0.00004068752,0.00006222474,0.000011393137,0.89289474,0.0013759107,0.097605094,0.0070185503,0.00004840908],"about_ca_topic_score_codex":0.004862666,"about_ca_topic_score_gemma":0.0032385588,"teacher_disagreement_score":0.0076224725,"about_ca_system_score_codex":0.001102431,"about_ca_system_score_gemma":0.0020411294,"threshold_uncertainty_score":0.040311933},"labels":[],"label_agreement":null},{"id":"W2012160371","doi":"10.1016/j.matcom.2011.10.006","title":"An age-structured model of human papillomavirus vaccination","year":2011,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Cervical Cancer and HPV Research","field":"Medicine","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 Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Vaccination; Cohort; Human papillomavirus; Medicine; Demography; Age groups; Disease; Young adult; Cervical cancer; HPV infection; Immunology; Cancer; Gerontology; Internal medicine","score_opus":0.10572623401659319,"score_gpt":0.37136210113620033,"score_spread":0.2656358671196071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012160371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52632457,0.0005977949,0.40832913,0.008299615,0.00029110452,0.00016028043,0.0022056464,0.0003275572,0.0534643],"genre_scores_gemma":[0.9689404,0.00028608608,0.009734954,0.00018970457,0.00006039177,0.00009366568,0.0003446387,0.000029228962,0.020321019],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938655,0.00032834968,0.000022121421,0.00009195002,0.00006719206,0.00010383355],"domain_scores_gemma":[0.99760926,0.0014446317,0.0002518117,0.00013293585,0.00028115747,0.00028032428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010600681,0.0004475948,0.0007866046,0.00061439344,0.00049992016,0.0014159374,0.001852747,0.0023360483,0.010813042],"category_scores_gemma":[0.006510111,0.0005567691,0.00081330264,0.00056374195,0.0010316422,0.0020559868,0.0012182659,0.0014998463,0.00095461577],"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":[0.00005905415,0.00007669971,0.0017049917,0.000013815425,0.000021205793,0.00010950501,0.00010586649,0.9213944,0.00017492477,0.07365793,0.0006886599,0.001992879],"study_design_scores_gemma":[0.0000416461,0.00003265671,0.0003825871,0.000005138467,0.00001042473,0.0000272487,0.00003101778,0.9749486,0.000040053874,0.023950186,0.0005223342,0.000008005818],"about_ca_topic_score_codex":0.021672625,"about_ca_topic_score_gemma":0.010698929,"teacher_disagreement_score":0.021672625,"about_ca_system_score_codex":0.0014424531,"about_ca_system_score_gemma":0.0015641392,"threshold_uncertainty_score":0.043092966},"labels":[],"label_agreement":null},{"id":"W2021579645","doi":"10.1016/j.matcom.2007.01.014","title":"Finite element approach to modelling evolution of 3D shape memory materials","year":2007,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Shape Memory Alloy Transformations","field":"Materials Science","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":"Wilfrid Laurier University","funders":"","keywords":"Finite element method; Computer science; Element (criminal law); Computational science; Physics; Thermodynamics","score_opus":0.03591908252533616,"score_gpt":0.267296141114913,"score_spread":0.23137705858957686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021579645","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010534036,0.00037486773,0.982222,0.00020215346,0.00007667401,0.00004452609,0.0001092787,0.00028370865,0.0061528743],"genre_scores_gemma":[0.35179394,0.0013654043,0.62570006,0.0002486772,0.000074523414,0.0005255816,0.00033100427,0.00040553766,0.019555243],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985003,0.00003461312,0.000008486994,0.000014825994,0.00007912443,0.000012850115],"domain_scores_gemma":[0.9997099,0.00014890803,0.000022355136,0.00003050507,0.000070594804,0.00001774935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003038968,0.00045912253,0.00074259454,0.0008005149,0.00045904174,0.00085179,0.0016135082,0.0016173181,0.0034493841],"category_scores_gemma":[0.0009353012,0.0006372468,0.0008154647,0.0006841684,0.00086920214,0.0007832746,0.00074466626,0.0013114817,0.0008188452],"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":[0.00001916345,0.000034072644,0.00015098341,0.00006414623,0.00002421443,0.000047202884,0.000090013185,0.9290774,0.00379827,0.05173178,0.0005638936,0.014399021],"study_design_scores_gemma":[0.0000040509917,0.0000052606883,0.000031643307,0.0000055480336,0.0000031185973,0.00001357647,0.000009214973,0.9904208,0.0005078672,0.0068608555,0.002133621,0.0000043136615],"about_ca_topic_score_codex":0.0058840886,"about_ca_topic_score_gemma":0.005752281,"teacher_disagreement_score":0.0058840886,"about_ca_system_score_codex":0.000680412,"about_ca_system_score_gemma":0.0008848453,"threshold_uncertainty_score":0.0116996765},"labels":[],"label_agreement":null},{"id":"W2023765549","doi":"10.1016/j.matcom.2007.04.006","title":"Trust and cooperation from a fuzzy perspective","year":2007,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","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":"University of Waterloo","funders":"","keywords":"Fuzzy logic; Computer science; Dilemma; Outcome (game theory); Perspective (graphical); Game theory; Complete information; Control (management); Risk analysis (engineering); Management science; Operations research; Artificial intelligence; Microeconomics; Business; Economics; Mathematics","score_opus":0.018116233212277382,"score_gpt":0.3125659184853456,"score_spread":0.2944496852730682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023765549","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34516117,0.0019819099,0.5458631,0.007385075,0.00024298306,0.00009355181,0.0001292221,0.00005274433,0.09909023],"genre_scores_gemma":[0.98443013,0.0002702373,0.01275072,0.000066198234,0.00004715605,0.000030839194,0.000011894434,0.000005228405,0.0023875495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987538,0.0005438232,0.00007272028,0.00012346165,0.00038085046,0.00012532673],"domain_scores_gemma":[0.9942756,0.0039307973,0.00046977133,0.00032741117,0.00060634856,0.00039003932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021338745,0.0003811487,0.00065442215,0.0010108203,0.0012902422,0.0029650002,0.0007346968,0.0015989314,0.0035583915],"category_scores_gemma":[0.008883476,0.00028071797,0.000571903,0.0007747038,0.004318801,0.0055894344,0.0012880168,0.0013830482,0.00016640699],"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":[0.000039466642,0.00002382358,0.0005957847,0.000053179327,0.00003493704,0.00011231426,0.0007578263,0.014009798,0.00043056137,0.97657233,0.0003068825,0.0070630414],"study_design_scores_gemma":[0.000014053146,0.000030501105,0.0004818737,0.0000201052,0.000021370652,0.000065930086,0.0004094056,0.039898075,0.00018139831,0.9577691,0.0010932564,0.000014916801],"about_ca_topic_score_codex":0.00379674,"about_ca_topic_score_gemma":0.0022371716,"teacher_disagreement_score":0.00379674,"about_ca_system_score_codex":0.0021915138,"about_ca_system_score_gemma":0.0009167114,"threshold_uncertainty_score":0.015900612},"labels":[],"label_agreement":null},{"id":"W2024765255","doi":"10.1016/j.matcom.2005.11.015","title":"Simultaneously modeling the volatility of the growth rate of real GDP and determining business cycle turning points: Evidence from the U.S., Canada and the UK","year":2006,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Volatility (finance); Heteroscedasticity; Business cycle; Econometrics; Economics; Markov chain; Real gross domestic product; Growth rate; Stochastic volatility; Macroeconomics; Mathematics; Statistics","score_opus":0.03376529774810734,"score_gpt":0.20893576808238543,"score_spread":0.17517047033427807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024765255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99389124,0.00050268206,0.0015410534,0.0008217928,0.00001720597,0.000011528585,0.00075065595,0.000049389175,0.002414553],"genre_scores_gemma":[0.99722195,0.00042471243,0.00067938335,0.000030152412,0.000005408391,0.0000040200566,0.0009878787,0.000015762727,0.00063078786],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958163,0.00015010533,0.000028938262,0.00005493995,0.0000755874,0.00010883766],"domain_scores_gemma":[0.9942305,0.0040765926,0.00043459795,0.00019725431,0.0008116401,0.00024937853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016415595,0.000505026,0.00046509044,0.00062351755,0.00062208995,0.0025431265,0.00094276096,0.0009763188,0.001691713],"category_scores_gemma":[0.013104715,0.00037850565,0.0008052963,0.001419401,0.0007451263,0.0008230057,0.00047107512,0.0014289354,0.00038700638],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014356865,0.00025767065,0.39900938,0.00016914433,0.00049903337,0.0002009766,0.0007600904,0.5529318,0.0011618463,0.00926873,0.005239005,0.029066682],"study_design_scores_gemma":[0.00014759343,0.000120724806,0.26597336,0.000071830385,0.00048404222,0.00006917465,0.0013416177,0.7154592,0.0013103255,0.010549063,0.0043631196,0.000109945715],"about_ca_topic_score_codex":0.8893675,"about_ca_topic_score_gemma":0.8725487,"teacher_disagreement_score":0.11063248,"about_ca_system_score_codex":0.006478094,"about_ca_system_score_gemma":0.006817698,"threshold_uncertainty_score":0.22256798},"labels":[],"label_agreement":null},{"id":"W2029240088","doi":"10.1016/j.matcom.2009.09.003","title":"Coupling from the past with randomized quasi-Monte Carlo","year":2009,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Mathematical Approximation and Integration","field":"Mathematics","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":"Université de Montréal","funders":"","keywords":"Latin hypercube sampling; Markov chain Monte Carlo; Markov chain; Monte Carlo method; Coupling (piping); Sampling (signal processing); Ergodic theory; Sample (material); Applied mathematics; Computer science; Mathematics; Stationary distribution; Statistical physics; Hybrid Monte Carlo; Importance sampling; Algorithm; Mathematical optimization; Statistics; Pure mathematics; Physics","score_opus":0.028002906908376438,"score_gpt":0.2857391337165119,"score_spread":0.25773622680813546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029240088","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0116540715,0.00041529132,0.9836075,0.0008002778,0.0002267261,0.000041944873,0.00009151945,0.00038793206,0.002774704],"genre_scores_gemma":[0.7130979,0.0010268049,0.27225792,0.0008572042,0.0008072796,0.0004435664,0.0004197248,0.0009193443,0.010170204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99357057,0.0039781593,0.00027435372,0.0007890201,0.0009997805,0.00038820098],"domain_scores_gemma":[0.9588058,0.030504089,0.0021072493,0.005839453,0.0015809351,0.001162509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011632418,0.0010553051,0.003744341,0.002011706,0.0014810313,0.0035425676,0.006401977,0.0032046668,0.009249931],"category_scores_gemma":[0.05088286,0.0020128856,0.0022349537,0.0017291082,0.0047214692,0.008184534,0.0056312396,0.004465348,0.0008799202],"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":[0.00017865296,0.000067811794,0.0005031371,0.00009434356,0.00012211177,0.000051683535,0.00009203172,0.40215942,0.00032438166,0.58860326,0.0010755684,0.00672761],"study_design_scores_gemma":[0.000021234035,0.0000135030705,0.000050940907,0.000010367459,0.000013359062,0.00000960215,0.000005500983,0.8289632,0.00009066669,0.17040116,0.00040546956,0.000014911653],"about_ca_topic_score_codex":0.0077056712,"about_ca_topic_score_gemma":0.0061613317,"teacher_disagreement_score":0.011632418,"about_ca_system_score_codex":0.002526442,"about_ca_system_score_gemma":0.0025879634,"threshold_uncertainty_score":0.06151879},"labels":[],"label_agreement":null},{"id":"W2030870625","doi":"10.1016/j.matcom.2012.07.021","title":"A fully automated reconfigurable calculation engine dedicated to the real-time simulation of high switching frequency power electronic circuits","year":2012,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Real-time simulation and control systems","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":"Opal-Rt Technologies (Canada); Polytechnique Montréal","funders":"","keywords":"Computer science; Field-programmable gate array; Electronic circuit; Context (archaeology); Power (physics); Limit (mathematics); Hardware-in-the-loop simulation; Electronic engineering; Network topology; Power electronics; Bridge (graph theory); Floating point; Computer hardware; Embedded system; Electrical engineering; Engineering","score_opus":0.007411208306662502,"score_gpt":0.22814809328145685,"score_spread":0.22073688497479435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030870625","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032574236,0.00021092671,0.92790115,0.0000967913,0.00019167367,0.000105972445,0.00043545518,0.021398522,0.017085236],"genre_scores_gemma":[0.540125,0.0002225797,0.44389054,0.00022572138,0.00006265612,0.00030767042,0.0011516056,0.0024599142,0.01155429],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997384,0.000039835162,0.00001473776,0.000050626302,0.00011468976,0.000041656254],"domain_scores_gemma":[0.99973124,0.00009312343,0.000015884769,0.0000755905,0.000059670256,0.000024529832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033016436,0.0007256849,0.0006296454,0.00037500364,0.00036965427,0.0008470123,0.0019827066,0.00063285726,0.011914354],"category_scores_gemma":[0.0007268577,0.00040143475,0.0005912072,0.00039195918,0.00029265712,0.0006328709,0.0005590144,0.00081567717,0.0023126306],"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":[0.0009212767,0.0003063748,0.0021827018,0.0004964003,0.00026726804,0.00052227435,0.0002309469,0.54946595,0.08089493,0.047756784,0.019842662,0.29711246],"study_design_scores_gemma":[0.00009852895,0.00006457527,0.00037603133,0.000015896292,0.00004412509,0.00009620834,0.000011652134,0.95601064,0.02230612,0.005274184,0.015677307,0.00002463757],"about_ca_topic_score_codex":0.0022780253,"about_ca_topic_score_gemma":0.0022555324,"teacher_disagreement_score":0.011914354,"about_ca_system_score_codex":0.00044116715,"about_ca_system_score_gemma":0.0009782047,"threshold_uncertainty_score":0.039857447},"labels":[],"label_agreement":null},{"id":"W2037737568","doi":"10.1016/j.matcom.2006.02.010","title":"Modeling and adaptive control of redundant robots","year":2006,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Robotic Path Planning Algorithms","field":"Computer Science","cited_by":30,"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 du Québec à Montréal; École de Technologie Supérieure","funders":"","keywords":"Robot; Trajectory; Computer science; Control theory (sociology); Redundancy (engineering); Kinematics; Inverse kinematics; Robot control; Robot kinematics; Control engineering; Mobile robot; Artificial intelligence; Control (management); Engineering","score_opus":0.019713642007316578,"score_gpt":0.24363137815681107,"score_spread":0.2239177361494945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037737568","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030528435,0.0010838375,0.9601478,0.00024211398,0.00010794179,0.000022616101,0.000043849017,0.00023016408,0.007593209],"genre_scores_gemma":[0.93045056,0.0011109413,0.06111696,0.000059240905,0.00007617652,0.00013957635,0.00008665112,0.00004958863,0.006910344],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982953,0.000047357633,0.000008837539,0.000025403406,0.00007189862,0.000017021373],"domain_scores_gemma":[0.999816,0.000065848246,0.00004478904,0.000027109094,0.000035340847,0.000010898913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028275052,0.00050199876,0.00061006413,0.00036964443,0.00028956946,0.00057726173,0.001005527,0.00058683305,0.0010871694],"category_scores_gemma":[0.00083075836,0.00035790756,0.0004344174,0.00040954346,0.0006208743,0.0006256379,0.00061772054,0.00054759905,0.00021708776],"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":[0.000016431051,0.000013781062,0.00009465802,0.000027675713,0.000011588417,0.000036375364,0.00003143636,0.95970327,0.0013723193,0.027766248,0.00034849433,0.010577676],"study_design_scores_gemma":[0.0000032148675,0.000007901052,0.000050990977,0.0000023276043,0.000002856991,0.0000072362736,0.0000038946405,0.9904026,0.00015341204,0.008901479,0.00046162997,0.0000023762982],"about_ca_topic_score_codex":0.0050736084,"about_ca_topic_score_gemma":0.0029449877,"teacher_disagreement_score":0.0050736084,"about_ca_system_score_codex":0.00037134843,"about_ca_system_score_gemma":0.0005129593,"threshold_uncertainty_score":0.010088146},"labels":[],"label_agreement":null},{"id":"W2040879292","doi":"10.1016/j.matcom.2004.01.009","title":"Effect of vortex profile on sound generation in a non-uniform flow","year":2004,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Fluid Dynamics and Turbulent Flows","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":"Concordia University","funders":"","keywords":"Vortex; Physics; Vortex ring; Vorticity; Starting vortex; Burgers vortex; Vortex shedding; Mechanics; Sound pressure; Vortex stretching; Acoustic wave; Horseshoe vortex; Acoustics; Reynolds number; Turbulence","score_opus":0.006981506566716763,"score_gpt":0.22163767952808563,"score_spread":0.21465617296136888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040879292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99273336,0.0001371318,0.0054095634,0.000050001614,0.000030704792,0.000012422136,0.000025708106,0.000086724576,0.0015144536],"genre_scores_gemma":[0.99925166,0.000037844064,0.00046957476,0.000008439756,0.00000499691,0.0000015389239,0.000011138842,0.00001880197,0.0001959369],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997558,0.00008937512,0.0000105936715,0.00003103511,0.000047516496,0.00006559516],"domain_scores_gemma":[0.9962112,0.0027699962,0.0002033763,0.00014231724,0.00030362917,0.00036942525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004131875,0.00034247967,0.00041358336,0.0005084506,0.00038113838,0.00076292834,0.0002289579,0.00046615038,0.0014470208],"category_scores_gemma":[0.00438752,0.00027786402,0.00022463281,0.0003335073,0.0006622962,0.0005510865,0.0004103348,0.00039420679,0.00019168261],"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":[0.015645418,0.0010356037,0.0155663835,0.00029220697,0.00007952552,0.002006815,0.0004578584,0.118206315,0.794733,0.0023042425,0.00063912745,0.049033567],"study_design_scores_gemma":[0.0004810439,0.0023709163,0.02820231,0.000046721165,0.00018939188,0.0006952562,0.0002857079,0.4744027,0.4916335,0.0010902112,0.0005103578,0.0000918415],"about_ca_topic_score_codex":0.00050193537,"about_ca_topic_score_gemma":0.00032676302,"teacher_disagreement_score":0.0014470208,"about_ca_system_score_codex":0.00024194777,"about_ca_system_score_gemma":0.00027999547,"threshold_uncertainty_score":0.004840791},"labels":[],"label_agreement":null},{"id":"W2046767550","doi":"10.1016/s0378-4754(00)00254-8","title":"On selection criteria for lattice rules and other quasi-Monte Carlo point sets","year":2001,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Mathematical Approximation and Integration","field":"Mathematics","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Monte Carlo method; Lattice (music); Linear subspace; Quasi-Monte Carlo method; Computation; Statistical physics; Mathematics; Mathematical optimization; Computer science; Hybrid Monte Carlo; Applied mathematics; Algorithm; Markov chain Monte Carlo; Pure mathematics; Statistics; Physics","score_opus":0.0637150112716669,"score_gpt":0.35608135935070817,"score_spread":0.29236634807904127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046767550","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034707468,0.0015794109,0.9469461,0.0009143248,0.00018753338,0.00015198739,0.00008900927,0.00013853292,0.015285616],"genre_scores_gemma":[0.5040556,0.0019097411,0.4786553,0.00075318874,0.0005179793,0.0006261525,0.00045971503,0.0006559022,0.012366438],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99223655,0.0046582487,0.00031631906,0.00030698284,0.002116776,0.00036507085],"domain_scores_gemma":[0.9491728,0.04310174,0.0010634807,0.0016769335,0.003938447,0.0010465487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01861582,0.0008502136,0.0024452761,0.0033171535,0.0017155338,0.0037443247,0.0029591026,0.002141868,0.0050391154],"category_scores_gemma":[0.048488602,0.0008021168,0.0015356204,0.0032668049,0.0032371217,0.0044239634,0.002899159,0.002906956,0.0005978605],"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":[0.000071113485,0.00006605642,0.0004956632,0.00011501288,0.000050353385,0.000046666457,0.00009584416,0.09607732,0.00050589454,0.8804791,0.0016756913,0.02032134],"study_design_scores_gemma":[0.000028799028,0.000027771106,0.0001879751,0.000046051056,0.000012564002,0.00003004795,0.000023977367,0.45087343,0.0002984978,0.547245,0.0012072087,0.000018645476],"about_ca_topic_score_codex":0.00212097,"about_ca_topic_score_gemma":0.0022466113,"teacher_disagreement_score":0.01861582,"about_ca_system_score_codex":0.0020213115,"about_ca_system_score_gemma":0.0013967999,"threshold_uncertainty_score":0.09845108},"labels":[],"label_agreement":null},{"id":"W2047827173","doi":"10.1016/j.matcom.2004.10.008","title":"Quadratic spline methods for the shallow water equations on the sphere: Galerkin","year":2006,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Center for Atmospheric Research","keywords":"Discretization; Shallow water equations; Rossby wave; Mathematics; Discontinuous Galerkin method; Mathematical analysis; Legendre polynomials; Quadratic equation; Spectral method; Spectral element method; Applied mathematics; Galerkin method; Finite element method; Physics; Geometry; Extended finite element method","score_opus":0.05694537103874555,"score_gpt":0.30195155171255594,"score_spread":0.2450061806738104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047827173","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005313615,0.0005475615,0.9928826,0.00014664646,0.00004504465,0.000008658006,0.000033499575,0.00010225981,0.000920197],"genre_scores_gemma":[0.32713336,0.0030794523,0.65155566,0.00011433825,0.00027210926,0.0001253164,0.00029749985,0.0005440657,0.01687828],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994978,0.00022275586,0.000021031963,0.000047149344,0.00018043433,0.000030863404],"domain_scores_gemma":[0.99870384,0.00081683404,0.000075395736,0.00008716698,0.00025073907,0.00006610691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011370004,0.00058300473,0.0008619028,0.00058258063,0.00035876944,0.00089612696,0.0010233378,0.0009888348,0.0021831712],"category_scores_gemma":[0.004329407,0.00048670542,0.0006690421,0.0013183459,0.0010364382,0.0015275731,0.0014672882,0.002332611,0.000696619],"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":[0.00014365272,0.00010952959,0.00051684584,0.0002761155,0.000042792137,0.00003555539,0.0001674543,0.6932695,0.0049085976,0.1416956,0.003994254,0.15484013],"study_design_scores_gemma":[0.000008314168,0.000010456695,0.000061658124,0.0000065639147,0.000003423771,0.000009059834,0.000008409878,0.9825646,0.0003416825,0.015394928,0.0015847083,0.000006174854],"about_ca_topic_score_codex":0.004937369,"about_ca_topic_score_gemma":0.0046529914,"teacher_disagreement_score":0.004937369,"about_ca_system_score_codex":0.0005257798,"about_ca_system_score_gemma":0.0011394828,"threshold_uncertainty_score":0.009817302},"labels":[],"label_agreement":null},{"id":"W2048803313","doi":"10.1016/s0378-4754(03)00072-7","title":"Accurate simulation of a 6-pulse inverter with real-time event compensation in ARTEMIS™","year":2003,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Opal-Rt Technologies (Canada)","funders":"","keywords":"Computer science; Transient (computer programming); Real-time simulation; Jitter; Electric power system; Software; Compensation (psychology); Classification of discontinuities; Hardware-in-the-loop simulation; Converters; Simulation software; Co-simulation; Real-time computing; Power (physics); Simulation","score_opus":0.01116686624035477,"score_gpt":0.2323390185409974,"score_spread":0.22117215230064263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048803313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74762,0.0002719577,0.20582786,0.00045496743,0.00016750082,0.00006968589,0.0004676982,0.0011447117,0.043975715],"genre_scores_gemma":[0.9909114,0.00004597845,0.006633667,0.000022346409,0.000005483226,0.000017577322,0.00008731277,0.000030326699,0.0022459058],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984765,0.000029610732,0.0000071631052,0.000017529695,0.00007020966,0.000027872897],"domain_scores_gemma":[0.9996619,0.00017669673,0.00003277203,0.000026999503,0.00007618338,0.00002549221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022720404,0.00029911715,0.0006074364,0.00025303307,0.00041344555,0.0006556242,0.0007103467,0.0009824538,0.0037279162],"category_scores_gemma":[0.0008237012,0.00030643147,0.0003618832,0.00041663705,0.00043476623,0.00066771306,0.0002556135,0.0005330949,0.00028713918],"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":[0.00006262056,0.000026986812,0.00033208894,0.00002337691,0.000007697573,0.00005985727,0.000042316955,0.99384624,0.0012140886,0.0016663205,0.00017034844,0.0025480362],"study_design_scores_gemma":[0.0000067819133,0.000013465403,0.000096813514,0.0000011703502,0.0000023247335,0.0000040282025,0.0000056024496,0.999073,0.00040711372,0.0002138312,0.00017382049,0.0000020490124],"about_ca_topic_score_codex":0.011317809,"about_ca_topic_score_gemma":0.0072438824,"teacher_disagreement_score":0.011317809,"about_ca_system_score_codex":0.00069809164,"about_ca_system_score_gemma":0.0006104271,"threshold_uncertainty_score":0.022503912},"labels":[],"label_agreement":null},{"id":"W2051118049","doi":"10.1016/s0378-4754(03)00071-5","title":"A fully digital real-time power system simulator based on PC-cluster","year":2003,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Real-time simulation and control systems","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":"Hydro-Québec","funders":"","keywords":"Motherboard; Computer science; Embedded system; Computer architecture simulator; Computer hardware; Real-time simulation; Flexibility (engineering); Supercomputer; Synchronization (alternating current); Power (physics); Simulation; Operating system","score_opus":0.005158845609597908,"score_gpt":0.19596940782708064,"score_spread":0.19081056221748274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051118049","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17601585,0.00036146728,0.72432864,0.00029298762,0.00034349572,0.0006250057,0.0031349775,0.030727837,0.064169645],"genre_scores_gemma":[0.8337536,0.00027107834,0.14364353,0.00010410762,0.000037278372,0.00046498797,0.0022132588,0.0011504206,0.018361688],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982125,0.00005699335,0.0000093148565,0.000026879194,0.00005931386,0.000026219253],"domain_scores_gemma":[0.99960107,0.00011146931,0.000017265089,0.00008584305,0.00013317651,0.00005113219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028368828,0.00048049688,0.00072126754,0.00030959645,0.00039125155,0.00065247784,0.0015396416,0.0004583594,0.013050624],"category_scores_gemma":[0.000763854,0.0003200669,0.0002883633,0.0004999509,0.00030110913,0.0007029125,0.0003702117,0.0007828608,0.0015035155],"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":[0.00043653703,0.00012699082,0.0013094832,0.00015974768,0.00006136712,0.00008059482,0.00008824874,0.9439436,0.008452346,0.008485904,0.008243038,0.02861213],"study_design_scores_gemma":[0.00009673368,0.000064920205,0.00035621304,0.0000047872372,0.000018388988,0.000021449057,0.000011043039,0.9848369,0.004455378,0.0014386957,0.0086829765,0.000012634263],"about_ca_topic_score_codex":0.0074758246,"about_ca_topic_score_gemma":0.00555825,"teacher_disagreement_score":0.013050624,"about_ca_system_score_codex":0.00048769952,"about_ca_system_score_gemma":0.0011469617,"threshold_uncertainty_score":0.043658674},"labels":[],"label_agreement":null},{"id":"W2051448367","doi":"10.1016/s0378-4754(03)00090-9","title":"Development of a broadband real-time fully-digital simulator for the study and control of large power systems","year":2003,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"Hong Kong Polytechnic University; University of Hong Kong","keywords":"Interfacing; Computer science; Transient (computer programming); Broadband; Real Time Digital Simulator; Realization (probability); Electric power system; Representation (politics); Simulation; Power (physics); Digital control; Electronic engineering; Telecommunications; Computer hardware; Engineering","score_opus":0.00919998043857417,"score_gpt":0.23279759150438034,"score_spread":0.22359761106580617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051448367","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028369987,0.00014634409,0.9581815,0.00018922299,0.00012483378,0.00017318352,0.00032439857,0.003202006,0.009288482],"genre_scores_gemma":[0.44907078,0.0005538247,0.54001254,0.00015738377,0.000052944844,0.0005588628,0.0009704242,0.00074898085,0.007874241],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980086,0.000054591113,0.000012600195,0.000017231394,0.00009590803,0.000018737781],"domain_scores_gemma":[0.9993629,0.00027750173,0.000036271333,0.0000902539,0.00018451222,0.00004863431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000531978,0.00046717018,0.00046680425,0.00028953934,0.0003004078,0.00052224327,0.0012675341,0.00074811175,0.0042729364],"category_scores_gemma":[0.0017047866,0.00036199996,0.0004136391,0.00029753038,0.00026227834,0.00074612716,0.0004899157,0.0008700643,0.00074272015],"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":[0.00007411761,0.0000792294,0.00075371185,0.00011242409,0.00004992606,0.00009782984,0.00007761565,0.9383922,0.01307607,0.013402562,0.0023528836,0.031531442],"study_design_scores_gemma":[0.000019100884,0.000027586053,0.000100867284,0.0000060989223,0.00000748855,0.00001947886,0.0000051434445,0.991452,0.0030551988,0.0009507536,0.004350047,0.000006299476],"about_ca_topic_score_codex":0.0030352857,"about_ca_topic_score_gemma":0.002603122,"teacher_disagreement_score":0.0042729364,"about_ca_system_score_codex":0.00045320322,"about_ca_system_score_gemma":0.0010586693,"threshold_uncertainty_score":0.014294386},"labels":[],"label_agreement":null},{"id":"W2051974312","doi":"10.1016/s0378-4754(01)00399-8","title":"A fuzzy logic approach to modelling the New Zealand underground economy","year":2002,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Unobservable; Fuzzy logic; Construct (python library); Set (abstract data type); Index (typography); Computer science; Econometrics; Fuzzy set; Series (stratigraphy); Economics; Artificial intelligence; Geology","score_opus":0.10303465477201923,"score_gpt":0.24028654645080505,"score_spread":0.13725189167878582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051974312","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.121045604,0.00088619406,0.81969464,0.002462114,0.00014393442,0.0001161123,0.00039468132,0.000117311494,0.05513938],"genre_scores_gemma":[0.9034961,0.00080627995,0.07792448,0.00006698133,0.0000591539,0.00011346826,0.00009876097,0.00002452496,0.017410291],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998154,0.0000671159,0.000013790825,0.000024086883,0.000055603956,0.000023935136],"domain_scores_gemma":[0.99970144,0.00014496516,0.000040953695,0.000020208496,0.00006339489,0.000028932653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004982402,0.00039611137,0.0005149443,0.0005598478,0.00067690125,0.0015202007,0.001201553,0.0013146006,0.004254074],"category_scores_gemma":[0.0020184605,0.0002711218,0.00076235016,0.00060376263,0.0011108526,0.0016246662,0.00069326506,0.001073069,0.00025400112],"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":[0.000027726064,0.000020349207,0.00043683645,0.000027954478,0.000018335022,0.00013627272,0.0001762118,0.7789715,0.00072843547,0.21181424,0.00049769273,0.0071444334],"study_design_scores_gemma":[0.000012749103,0.0000122242545,0.00017347075,0.000009993611,0.000009742074,0.000020403964,0.00006252532,0.93282324,0.0001250748,0.064569555,0.0021702235,0.000010837093],"about_ca_topic_score_codex":0.1268152,"about_ca_topic_score_gemma":0.0694497,"teacher_disagreement_score":0.1268152,"about_ca_system_score_codex":0.0022974047,"about_ca_system_score_gemma":0.002053633,"threshold_uncertainty_score":0.2521541},"labels":[],"label_agreement":null},{"id":"W2056712384","doi":"10.1016/j.matcom.2007.07.002","title":"fuzzy state-feedback control design for nonlinear systems with -stability constraints: An LMI approach","year":2007,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":59,"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":"Control theory (sociology); Nonlinear system; Full state feedback; Controller (irrigation); Fuzzy logic; Stability (learning theory); State (computer science); Computer science; Fuzzy control system; Noise (video); Mathematics; Control (management); Artificial intelligence; Algorithm","score_opus":0.028068873954430956,"score_gpt":0.23927332131633022,"score_spread":0.21120444736189928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056712384","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073873596,0.00026987906,0.98577833,0.00018522567,0.0000712493,0.00006047172,0.000030462239,0.00020382385,0.006013165],"genre_scores_gemma":[0.89966196,0.00044675957,0.09393268,0.00021444897,0.000111998896,0.0004189745,0.00010145504,0.00008028725,0.005031544],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996288,0.00011065154,0.000028246846,0.00007728053,0.00011419862,0.000040813364],"domain_scores_gemma":[0.99945,0.00025725988,0.00007699998,0.00002763313,0.00017446563,0.000013704723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012895205,0.0011488901,0.0012440408,0.00041599156,0.0007028476,0.0013928642,0.001042681,0.0012453669,0.004476609],"category_scores_gemma":[0.0018116488,0.0005636608,0.0006253804,0.000428803,0.0007306419,0.0010151409,0.0007678717,0.0010347773,0.0005688835],"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":[0.00025781247,0.00012506483,0.00019405663,0.0006433659,0.000109433604,0.00019501838,0.00037397584,0.83355826,0.014255426,0.039753713,0.0028659767,0.10766794],"study_design_scores_gemma":[0.000032538963,0.000100731784,0.00008301409,0.00002045495,0.000023591423,0.00001723122,0.000019525363,0.9917653,0.0019037769,0.005122522,0.0009003167,0.000010967014],"about_ca_topic_score_codex":0.004093443,"about_ca_topic_score_gemma":0.0038787185,"teacher_disagreement_score":0.004476609,"about_ca_system_score_codex":0.0007511907,"about_ca_system_score_gemma":0.0009285432,"threshold_uncertainty_score":0.014975727},"labels":[],"label_agreement":null},{"id":"W2057027662","doi":"10.1016/j.matcom.2010.02.005","title":"Transient model of induction machine using rotating magnetic field approach","year":2010,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Electric Motor Design and 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":"Université du Québec à Montréal","funders":"","keywords":"Transient (computer programming); Rotating magnetic field; Electromagnetic induction; Physics; Computer science; Magnetic field; Mechanics; Electromagnetic coil","score_opus":0.019634345295775027,"score_gpt":0.22546728090813065,"score_spread":0.2058329356123556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057027662","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04162486,0.0007288232,0.9167592,0.000313516,0.00013385531,0.0000965782,0.00026633663,0.0009264343,0.03915034],"genre_scores_gemma":[0.9525348,0.00064594107,0.025672155,0.000061900384,0.00005013161,0.00016875427,0.0003239292,0.00012910686,0.02041334],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989307,0.000033159715,0.000005436165,0.000019767267,0.00003541385,0.000013158839],"domain_scores_gemma":[0.99989676,0.000036089496,0.000018446022,0.000010537606,0.000032540494,0.000005603664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001742834,0.00045770887,0.00067130214,0.00043704978,0.0003180217,0.00060015474,0.001052514,0.0009505479,0.0044104336],"category_scores_gemma":[0.0003468961,0.0002674489,0.0005015284,0.00042448784,0.00039604193,0.0006972828,0.0002632461,0.0004893855,0.00082438154],"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":[0.00008236641,0.00004143259,0.00032925143,0.00015377054,0.000024650257,0.00020909341,0.000098354496,0.9533383,0.008945996,0.023570016,0.0013507999,0.0118558435],"study_design_scores_gemma":[0.0000055476,0.000020899817,0.00014343995,0.0000061623628,0.0000061680544,0.000029442059,0.0000102650965,0.9965623,0.00056666497,0.0017449724,0.0009003918,0.0000037735135],"about_ca_topic_score_codex":0.003176899,"about_ca_topic_score_gemma":0.0020848818,"teacher_disagreement_score":0.0044104336,"about_ca_system_score_codex":0.00047270028,"about_ca_system_score_gemma":0.00037517113,"threshold_uncertainty_score":0.014754415},"labels":[],"label_agreement":null},{"id":"W2064228373","doi":"10.1016/s0378-4754(03)00066-1","title":"Modeling and simulation of FPGA-based variable-speed drives using Simulink","year":2003,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":35,"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","funders":"","keywords":"Field-programmable gate array; Computer science; Variable (mathematics); Torque; Vector control; Electronic speed control; Gate array; Control engineering; Induction motor; Control theory (sociology); Direct torque control; Control (management); Embedded system; Engineering; Electrical engineering; Voltage","score_opus":0.022005841186521043,"score_gpt":0.24728115829957792,"score_spread":0.22527531711305687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064228373","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3052482,0.0007547951,0.6581479,0.00025962168,0.00019790554,0.00022350608,0.00074037595,0.0052621,0.029165523],"genre_scores_gemma":[0.94404733,0.00033221618,0.049416102,0.0000278768,0.000009950962,0.00012210144,0.00026037233,0.000118286116,0.0056658364],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998357,0.000041477397,0.000013199987,0.000019429333,0.00007068831,0.000019373936],"domain_scores_gemma":[0.99970645,0.0001309228,0.000036389043,0.000036986065,0.000077171055,0.000012087031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022230824,0.00047181075,0.00047926477,0.00035210245,0.00027562838,0.000670825,0.00075092487,0.0004473988,0.0038158859],"category_scores_gemma":[0.0006666941,0.00028610407,0.00033240046,0.00023772592,0.00021603922,0.0005265679,0.00022788657,0.00043963772,0.0005433617],"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":[0.000081048835,0.000029369232,0.0005436535,0.00009818316,0.000017144159,0.000067640154,0.000043559627,0.9842891,0.003158053,0.0020482263,0.0003123586,0.009311572],"study_design_scores_gemma":[0.000026040547,0.000057647718,0.0002617833,0.000009501778,0.000012567024,0.000034742046,0.000012354387,0.9922001,0.005120785,0.0005907868,0.0016682011,0.000005505688],"about_ca_topic_score_codex":0.0059394613,"about_ca_topic_score_gemma":0.0040085986,"teacher_disagreement_score":0.0059394613,"about_ca_system_score_codex":0.00038151388,"about_ca_system_score_gemma":0.0005401532,"threshold_uncertainty_score":0.012765408},"labels":[],"label_agreement":null},{"id":"W2076758153","doi":"10.1016/j.matcom.2005.11.009","title":"Grid automata and supervisory control of dense real-time discrete event systems","year":2005,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Petri Nets in System Modeling","field":"Computer 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":"Université de Sherbrooke; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Supervisory control; Automaton; Computer science; Controllability; Generalization; Timed automaton; Context (archaeology); Supervisory control theory; Event (particle physics); Grid; State space; Transition system; State (computer science); Theoretical computer science; Granularity; Discrete event dynamic system; Automata theory; Distributed computing; Mathematics; Control (management); Algorithm; Discrete system; Applied mathematics; Programming language; Artificial intelligence","score_opus":0.01972517259454367,"score_gpt":0.2533816509360215,"score_spread":0.23365647834147782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076758153","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07086344,0.0003289487,0.921525,0.0003184249,0.00012120726,0.000027079657,0.00010957131,0.00060691603,0.006099481],"genre_scores_gemma":[0.96841025,0.00023265892,0.02904797,0.000040825296,0.000029911384,0.00006154896,0.000076093624,0.000035699206,0.0020651072],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996772,0.000095784286,0.000022130513,0.00007065392,0.00008685253,0.000047327616],"domain_scores_gemma":[0.9986229,0.0007887843,0.00017582861,0.00016020067,0.00018577222,0.00006649521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046141274,0.00032124907,0.00069468305,0.00033619843,0.00037361696,0.0009138084,0.0007924202,0.00043142991,0.0022773382],"category_scores_gemma":[0.0022601115,0.00022201931,0.00037677865,0.00041102152,0.0013225003,0.0010894187,0.0008789875,0.00079818326,0.00018019597],"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":[0.00016090916,0.00003207288,0.0005673009,0.000066715314,0.000029604573,0.00014861114,0.00018040404,0.6844323,0.0026301127,0.29279232,0.000736345,0.018223314],"study_design_scores_gemma":[0.00002991674,0.000019812227,0.00015038614,0.000006846034,0.000006560934,0.000019937646,0.000024694413,0.8360486,0.0006186236,0.16227384,0.0007943963,0.000006372084],"about_ca_topic_score_codex":0.0057665147,"about_ca_topic_score_gemma":0.004932178,"teacher_disagreement_score":0.0057665147,"about_ca_system_score_codex":0.0006331155,"about_ca_system_score_gemma":0.00075050164,"threshold_uncertainty_score":0.011465907},"labels":[],"label_agreement":null},{"id":"W2078452098","doi":"10.1016/j.matcom.2010.04.020","title":"The geometry and dynamics of binary trees","year":2010,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Geometry; Dynamics (music); Mathematics; Binary expression tree; Binary number; Binary tree; Physics; Combinatorics; Arithmetic","score_opus":0.013124200431695049,"score_gpt":0.2825952291347539,"score_spread":0.26947102870305883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078452098","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3226892,0.005810564,0.6224363,0.004873547,0.00028502927,0.00006263788,0.00062806444,0.00024566674,0.042969033],"genre_scores_gemma":[0.93575996,0.002872593,0.05211824,0.00016166043,0.00023531595,0.000060169652,0.00030442857,0.00010563538,0.008382107],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992944,0.00020514219,0.00002694033,0.00009991303,0.00029198854,0.00008165403],"domain_scores_gemma":[0.99746394,0.0012916112,0.00039978477,0.00017472809,0.00029189597,0.00037808417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000663661,0.00034280468,0.0006055993,0.002062457,0.0011802259,0.0034404392,0.0008727047,0.0009407421,0.0031799416],"category_scores_gemma":[0.008047316,0.00059540337,0.0003973305,0.0020252976,0.003124685,0.0053887237,0.0019247322,0.0015523916,0.00042787],"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":[0.000024900115,0.0000063111543,0.0005483331,0.000028541806,0.000003952102,0.00003588969,0.00025579013,0.021151286,0.0007906097,0.96831244,0.00090084894,0.007941054],"study_design_scores_gemma":[0.000009150827,0.000010361258,0.00065373007,0.000015482521,0.000003695259,0.000095353535,0.00010825362,0.08122999,0.00031063624,0.91240114,0.0051506823,0.0000115521625],"about_ca_topic_score_codex":0.0042208517,"about_ca_topic_score_gemma":0.0023227846,"teacher_disagreement_score":0.0042208517,"about_ca_system_score_codex":0.0012417914,"about_ca_system_score_gemma":0.0007213854,"threshold_uncertainty_score":0.010637939},"labels":[],"label_agreement":null},{"id":"W2080205927","doi":"10.1016/j.matcom.2009.01.001","title":"Pseudospectral method of solution of the Fitzhugh–Nagumo equation","year":2009,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":69,"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":"Chebyshev filter; Mathematics; Convergence (economics); Chebyshev polynomials; Applied mathematics; Mathematical analysis","score_opus":0.02254702492884819,"score_gpt":0.2837747388933308,"score_spread":0.26122771396448263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080205927","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026232183,0.0011560513,0.95165557,0.00053746684,0.0004089527,0.00008011052,0.00007512163,0.00009798848,0.019756583],"genre_scores_gemma":[0.4363743,0.0024286178,0.5104408,0.0005424586,0.00039166777,0.0005945091,0.00022684124,0.0002789716,0.04872173],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979585,0.00009315655,0.000007468137,0.000017575454,0.00006654069,0.000019370893],"domain_scores_gemma":[0.99970895,0.00010457213,0.000022391685,0.000033242446,0.00010169327,0.000029098068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049552816,0.0005087691,0.0007325892,0.0007819493,0.00066956616,0.0008067249,0.0011076988,0.0012829492,0.0039420314],"category_scores_gemma":[0.0015374251,0.0002893909,0.0006957292,0.00055762037,0.00075842603,0.0011691871,0.0012852987,0.0011185266,0.00070595194],"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":[0.00015108661,0.00009821591,0.00075576024,0.0003372499,0.00007721343,0.0003898668,0.0002767322,0.14831045,0.014094707,0.7801461,0.0032495682,0.052113056],"study_design_scores_gemma":[0.00003827624,0.00003274253,0.0002990851,0.000025786914,0.00001312609,0.00014371269,0.000037334383,0.9268664,0.0009957469,0.066453956,0.005063965,0.000029907555],"about_ca_topic_score_codex":0.0022713188,"about_ca_topic_score_gemma":0.0019929183,"teacher_disagreement_score":0.0039420314,"about_ca_system_score_codex":0.0004167769,"about_ca_system_score_gemma":0.0009508817,"threshold_uncertainty_score":0.013187468},"labels":[],"label_agreement":null},{"id":"W2082814217","doi":"10.1016/j.matcom.2006.02.018","title":"A comparative study of shunt hybrid and shunt active power filters for single-phase applications: Simulation and experimental validation","year":2006,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Power Quality and Harmonics","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":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pulse-width modulation; Computer science; Active filter; Control theory (sociology); Transformer; Inverter; Waveform; Electronic engineering; Power factor; Capacitor; Voltage; Engineering; Electrical engineering","score_opus":0.050564802944883254,"score_gpt":0.3330225374234046,"score_spread":0.28245773447852135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082814217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92236835,0.00048634296,0.07151858,0.000088997986,0.00006314924,0.00010442156,0.00019819963,0.00040983217,0.0047622407],"genre_scores_gemma":[0.9943568,0.0000927233,0.0048600617,0.000005110434,0.0000031721847,0.00001920437,0.000038936556,0.000013373635,0.00061053777],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997627,0.00007861083,0.000013236234,0.000029362061,0.0000975541,0.000018508179],"domain_scores_gemma":[0.9978573,0.0013689109,0.00013681037,0.00016769872,0.00041858578,0.000050757557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007423388,0.00037275476,0.00063843833,0.00043995277,0.0002988076,0.0004434137,0.0006090539,0.0005430637,0.002313839],"category_scores_gemma":[0.001615465,0.00016556261,0.00030447566,0.00038565605,0.00031833077,0.0007689107,0.00011421743,0.00026706592,0.0002582737],"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":[0.007860486,0.002154791,0.009904907,0.0017009783,0.00019214877,0.00030835313,0.000690506,0.2780096,0.5118447,0.0057359096,0.0017010984,0.17989662],"study_design_scores_gemma":[0.00039725273,0.004894048,0.0074136048,0.000045298966,0.00014991825,0.0001902832,0.00016859459,0.68383694,0.2986686,0.0013478464,0.0028518362,0.000035837096],"about_ca_topic_score_codex":0.0014241238,"about_ca_topic_score_gemma":0.001611408,"teacher_disagreement_score":0.002313839,"about_ca_system_score_codex":0.00040462185,"about_ca_system_score_gemma":0.00024557262,"threshold_uncertainty_score":0.007740617},"labels":[],"label_agreement":null},{"id":"W2084640923","doi":"10.1016/s0378-4754(00)00293-7","title":"A numerical simulation of the nonlinear critical layer evolution of a forced Rossby wave packet in a zonal shear flow","year":2001,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Climate variability and models","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Zonta International Foundation","keywords":"Rossby wave; Nonlinear system; Geology; Mechanics; Flow (mathematics); Shear flow; Shear (geology); Physics; Atmospheric sciences; Petrology","score_opus":0.030406277483377337,"score_gpt":0.28177561733823636,"score_spread":0.25136933985485904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084640923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97981,0.000094988245,0.009832367,0.00033088314,0.00008299843,0.000056357574,0.00034223992,0.0002161167,0.009233968],"genre_scores_gemma":[0.9944528,0.000047572095,0.004063762,0.0000411635,0.000012827591,0.000023157892,0.00013999427,0.00002782692,0.00119098],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998963,0.000026850517,0.0000051941765,0.000016297905,0.000024285335,0.000031010684],"domain_scores_gemma":[0.9992518,0.00039770082,0.00006190734,0.000040085975,0.00009120868,0.00015719939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002921453,0.00043264322,0.00054160255,0.00053053605,0.0008278058,0.00084910815,0.0007677246,0.0014274755,0.0029101965],"category_scores_gemma":[0.0017161791,0.00033425406,0.0004312096,0.0005110576,0.0012030888,0.0005710119,0.0006661862,0.00081022753,0.00013400907],"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":[0.00017856693,0.00015916461,0.0031158105,0.000027556218,0.000032240914,0.00018539182,0.000114928225,0.986592,0.0024118875,0.004859886,0.00052498904,0.0017976933],"study_design_scores_gemma":[0.000030387917,0.00002449787,0.0004588852,0.0000018388935,0.000003906702,0.000006061104,0.000013409983,0.99890673,0.00019112696,0.00028341636,0.000074968695,0.0000047366266],"about_ca_topic_score_codex":0.031703096,"about_ca_topic_score_gemma":0.015826952,"teacher_disagreement_score":0.031703096,"about_ca_system_score_codex":0.0009822223,"about_ca_system_score_gemma":0.001059852,"threshold_uncertainty_score":0.0630371},"labels":[],"label_agreement":null},{"id":"W2092393133","doi":"10.1016/s0378-4754(02)00002-2","title":"Global stability of a two-stage epidemic model with generalized non-linear incidence","year":2002,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Basic reproduction number; Stability (learning theory); Mathematics; Stability theory; Applied mathematics; Epidemic model; Incidence (geometry); Transmission (telecommunications); Stage (stratigraphy); Nonlinear system; Computer science; Biology; Demography; Population; Physics","score_opus":0.060924303293969,"score_gpt":0.33066836602580435,"score_spread":0.2697440627318354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092393133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64704037,0.00078942237,0.33671883,0.0029170162,0.00012453676,0.00010144755,0.0004260117,0.000250012,0.011632317],"genre_scores_gemma":[0.9885437,0.0002466851,0.003884928,0.000081626305,0.00003105006,0.00006278617,0.000116726085,0.000030181438,0.0070023537],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993136,0.00029841272,0.000024356561,0.00014446062,0.00006821149,0.00015101476],"domain_scores_gemma":[0.9955012,0.0028401501,0.00064831146,0.00015060013,0.0005025796,0.0003571764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001773297,0.0010282113,0.0020438945,0.0013545674,0.0009429416,0.0024780475,0.002079168,0.0023300878,0.0029243464],"category_scores_gemma":[0.007135333,0.00074869016,0.0014010498,0.000685823,0.0023528007,0.0024661066,0.002086009,0.0014667251,0.00034315325],"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":[0.00028689698,0.00008962283,0.0033827564,0.00009903243,0.00016400553,0.00044673,0.00034917746,0.8354517,0.0029251203,0.15161243,0.0012891763,0.0039033159],"study_design_scores_gemma":[0.000028743116,0.000025830064,0.00035562285,0.0000055300734,0.000025123612,0.00003588181,0.000034728528,0.97634435,0.00009736597,0.022897257,0.00013342929,0.000016155149],"about_ca_topic_score_codex":0.0092325285,"about_ca_topic_score_gemma":0.0036353858,"teacher_disagreement_score":0.0092325285,"about_ca_system_score_codex":0.0016175229,"about_ca_system_score_gemma":0.0012535559,"threshold_uncertainty_score":0.018357575},"labels":[],"label_agreement":null},{"id":"W2126097791","doi":"10.1016/s0378-4754(03)00089-2","title":"Network voltage profile correction by discrete shunt compensation","year":2003,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Optimal Power Flow Distribution","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":"École de Technologie Supérieure","funders":"","keywords":"Shunt (medical); Compensation (psychology); Computer science; Voltage; Control theory (sociology); Mathematics; Electrical engineering; Medicine; Psychology; Artificial intelligence; Cardiology; Control (management); Engineering","score_opus":0.00772440510166244,"score_gpt":0.2147601413645735,"score_spread":0.20703573626291105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126097791","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05779853,0.00007932612,0.93465644,0.00014902726,0.00014326592,0.000030294486,0.000032859745,0.00080970535,0.0063004284],"genre_scores_gemma":[0.9399029,0.000048006266,0.057822764,0.00003070239,0.000018604369,0.000010573472,0.000021194905,0.000045999815,0.0020992237],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988985,0.000026620974,0.0000054033676,0.000017760334,0.00004916335,0.000011256797],"domain_scores_gemma":[0.9997106,0.00011204963,0.000043359538,0.000053235068,0.000064519074,0.000016207856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019495939,0.0003562161,0.00029924893,0.00031608203,0.00026571323,0.0004883338,0.0004429357,0.00039532693,0.0022776946],"category_scores_gemma":[0.0011030635,0.0002113531,0.00017806524,0.00040440226,0.0003515247,0.0006026165,0.00026603567,0.0006162343,0.00021354154],"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":[0.0002985796,0.00007722054,0.0006664436,0.000064624364,0.00002467761,0.00007570399,0.000052386185,0.862462,0.014632132,0.013159717,0.0010125769,0.10747393],"study_design_scores_gemma":[0.00001817217,0.000021545726,0.00010301659,0.0000033661681,0.0000062381464,0.000019386724,0.0000048987404,0.994038,0.0035808883,0.0017458174,0.00045574908,0.0000028926836],"about_ca_topic_score_codex":0.0033194197,"about_ca_topic_score_gemma":0.005045721,"teacher_disagreement_score":0.0033194197,"about_ca_system_score_codex":0.00053138076,"about_ca_system_score_gemma":0.0004001485,"threshold_uncertainty_score":0.007619679},"labels":[],"label_agreement":null},{"id":"W2132969742","doi":"10.1016/j.matcom.2004.02.009","title":"Multifrequency inverse obstacle scattering: the point source method and generalized filtered backprojection","year":2004,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Numerical methods in inverse problems","field":"Mathematics","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":"Simon Fraser University","funders":"","keywords":"Inverse scattering problem; Obstacle; Scattering; Filter (signal processing); Point source; Inverse problem; Operator (biology); Point (geometry); Computer science; Inverse; Algorithm; Physics; Mathematics; Optics; Mathematical analysis; Computer vision; Geometry","score_opus":0.08233012919530529,"score_gpt":0.3590591098875651,"score_spread":0.2767289806922598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132969742","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066840565,0.0017508614,0.9887445,0.0002669154,0.00012466803,0.000019109568,0.000017940465,0.00007736549,0.0023146244],"genre_scores_gemma":[0.2506418,0.0049664006,0.7336744,0.0002593351,0.0004989717,0.00015342531,0.00011884441,0.00022564495,0.009461094],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993092,0.00028614182,0.000023135164,0.00008706773,0.00025880188,0.000035768186],"domain_scores_gemma":[0.9993262,0.0003313044,0.000069743175,0.00008599321,0.00014507446,0.000041699044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011579472,0.00091877335,0.00105722,0.001067825,0.00040959264,0.0014711056,0.0011616959,0.0024090242,0.0015190844],"category_scores_gemma":[0.0028724624,0.00038595998,0.00076751213,0.001108607,0.0013556199,0.002567801,0.0019548992,0.0015438176,0.00048784897],"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":[0.00021702526,0.00008163889,0.0006250932,0.00044662296,0.000078333884,0.00023244716,0.0002988687,0.18115501,0.0153736705,0.60028845,0.0027635724,0.19843931],"study_design_scores_gemma":[0.000022971266,0.00004837982,0.0002765664,0.000050914427,0.000024604084,0.00025369748,0.00004220101,0.8501377,0.0026212265,0.13980451,0.0066724406,0.00004476152],"about_ca_topic_score_codex":0.0010853166,"about_ca_topic_score_gemma":0.00095642376,"teacher_disagreement_score":0.0024090242,"about_ca_system_score_codex":0.00037106904,"about_ca_system_score_gemma":0.00068154023,"threshold_uncertainty_score":0.0061239004},"labels":[],"label_agreement":null},{"id":"W2136280267","doi":"10.1016/j.matcom.2006.09.002","title":"The pricing of options for securities markets with delayed response","year":2006,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":53,"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; York University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Black–Scholes model; Valuation of options; Call option; Mathematics; Economics; Business; Econometrics; Volatility (finance)","score_opus":0.01470359600147466,"score_gpt":0.22318025533778077,"score_spread":0.2084766593363061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136280267","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16361335,0.0026649917,0.8247911,0.0028433327,0.00039233948,0.0000642702,0.0001234929,0.00015582482,0.00535127],"genre_scores_gemma":[0.9399051,0.001405369,0.05001347,0.00016092832,0.0002489378,0.00007479182,0.00013477841,0.00006729361,0.007989268],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991757,0.00045981188,0.000041202078,0.0001021223,0.00015033285,0.000070759845],"domain_scores_gemma":[0.9929523,0.005750143,0.00037071315,0.00021763465,0.00035597256,0.0003532303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028571712,0.0008096078,0.0011573314,0.00074128865,0.0005959674,0.0028630472,0.001426821,0.0024831258,0.002764268],"category_scores_gemma":[0.020397313,0.00072768243,0.0009096274,0.0007432972,0.0019849772,0.0043741385,0.0011610239,0.0019492389,0.00017165746],"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":[0.00018032188,0.000054234537,0.0007034846,0.000104829436,0.000045767814,0.00019399477,0.000097190496,0.4470906,0.0024009855,0.53932923,0.000886913,0.008912368],"study_design_scores_gemma":[0.00002131064,0.000012465526,0.00006982454,0.0000039601287,0.000005221132,0.000022526538,0.0000062181903,0.9094653,0.00020374617,0.08994819,0.00023420803,0.000006980932],"about_ca_topic_score_codex":0.0018746646,"about_ca_topic_score_gemma":0.001242557,"teacher_disagreement_score":0.0028630472,"about_ca_system_score_codex":0.0011575051,"about_ca_system_score_gemma":0.0010290821,"threshold_uncertainty_score":0.0151103735},"labels":[],"label_agreement":null},{"id":"W2160641682","doi":"10.1016/s0378-4754(01)00285-3","title":"Comparison of two-dimensional r-adaptive finite element methods using various error indicators","year":2001,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Advanced Numerical Methods in Computational Mathematics","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":"Simon Fraser University","funders":"","keywords":"Finite element method; Applied mathematics; Computer science; Mathematics; Algorithm; Calculus (dental); Structural engineering; Orthodontics; Medicine","score_opus":0.08505484976768829,"score_gpt":0.4241975859014638,"score_spread":0.3391427361337755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160641682","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24711569,0.0027197907,0.7398216,0.0004223659,0.0004007925,0.00021009328,0.00018885967,0.0020108388,0.0071100835],"genre_scores_gemma":[0.66048914,0.0010083129,0.33448714,0.00020906051,0.0000702487,0.0003706165,0.00032254503,0.00072554126,0.0023174714],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99751234,0.0013243553,0.00025450537,0.00015603275,0.0006235635,0.0001292473],"domain_scores_gemma":[0.98136556,0.012502706,0.000841063,0.0012894055,0.0036342014,0.00036708964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006054439,0.0011011405,0.0020079557,0.001367202,0.0005897367,0.0014248658,0.0024232513,0.002759237,0.0018480195],"category_scores_gemma":[0.021173503,0.00056403433,0.0009774147,0.0012647465,0.0009621232,0.0019751706,0.0016151706,0.0012490002,0.00049706944],"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":[0.0038394232,0.00082793314,0.009809813,0.0017173113,0.0005221978,0.00014058665,0.00086803973,0.7057428,0.032585356,0.019736193,0.001950137,0.22226027],"study_design_scores_gemma":[0.00007615179,0.0002550219,0.0010175838,0.000050869876,0.000044223074,0.000036968828,0.000062307816,0.9913406,0.005826206,0.0007170266,0.0005243248,0.000048746806],"about_ca_topic_score_codex":0.0024853626,"about_ca_topic_score_gemma":0.0026389244,"teacher_disagreement_score":0.006054439,"about_ca_system_score_codex":0.00046719954,"about_ca_system_score_gemma":0.0011490581,"threshold_uncertainty_score":0.032019377},"labels":[],"label_agreement":null},{"id":"W2305704813","doi":"10.1016/j.matcom.2016.12.004","title":"Stratified Monte Carlo simulation of Markov chains","year":2016,"lang":"en","type":"preprint","venue":"Mathematics and Computers in Simulation","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","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":"Conseil National de la Recherche Scientifique; Agence Universitaire de la Francophonie","keywords":"Markov chain Monte Carlo; Variance reduction; Latin hypercube sampling; Markov chain; Stratified sampling; Monte Carlo method; Markov chain mixing time; Hypercube; Computer science; Mathematical optimization; State space; Variance (accounting); Hybrid Monte Carlo; Statistical physics; Sampling (signal processing); Importance sampling; Applied mathematics; Measure (data warehouse); Algorithm; Mathematics; Variable-order Markov model; Markov model; Statistics; Parallel computing; Physics; Data mining","score_opus":0.037487371930207625,"score_gpt":0.2580294456577315,"score_spread":0.22054207372752388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2305704813","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18144827,0.00040429624,0.8113302,0.00036429823,0.00010036442,0.000136715,0.00037377243,0.00045598403,0.0053860308],"genre_scores_gemma":[0.9026903,0.0002853156,0.093096904,0.0001436886,0.000055775763,0.00024279837,0.0006519212,0.000109150846,0.0027242133],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983394,0.001007887,0.00007798703,0.0001728048,0.00021303324,0.000188936],"domain_scores_gemma":[0.98975474,0.007033906,0.0006550716,0.0013166971,0.0008181751,0.00042139066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028123949,0.0005084516,0.001291064,0.0010905525,0.00074741873,0.0019001467,0.0011892959,0.001387623,0.0039654556],"category_scores_gemma":[0.017167808,0.0008151749,0.0010949919,0.00094202836,0.0017320442,0.0018305742,0.0013955388,0.0012416047,0.00053700735],"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":[0.00018021722,0.00006160831,0.0024193614,0.000043163087,0.00006591647,0.00010823728,0.00010190239,0.74043375,0.0007294608,0.25012434,0.00078787596,0.0049442006],"study_design_scores_gemma":[0.00001522398,0.00000804252,0.0001620554,0.0000070529795,0.000007671578,0.000009820532,0.0000066453035,0.9571288,0.00019712221,0.042174272,0.00027737935,0.000005978153],"about_ca_topic_score_codex":0.009392159,"about_ca_topic_score_gemma":0.0075620064,"teacher_disagreement_score":0.009392159,"about_ca_system_score_codex":0.0016225622,"about_ca_system_score_gemma":0.0019908177,"threshold_uncertainty_score":0.01867503},"labels":[],"label_agreement":null},{"id":"W2416145065","doi":"10.1016/j.matcom.2016.05.005","title":"Random numbers for parallel computers: Requirements and methods, with emphasis on GPUs","year":2016,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Chaos-based Image/Signal Encryption","field":"Computer Science","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Computer Research Institute of Montréal","funders":"Canada Research Chairs; Institut national de recherche en informatique et en automatique (INRIA); Advanced Micro Devices","keywords":"Computer science; Parallel computing; Emphasis (telecommunications); Context (archaeology); STREAMS; Software; Stream processing; Distributed computing; Data stream mining; Theoretical computer science; Computational science; Programming language; Operating system; Data mining; Telecommunications","score_opus":0.035395011698884545,"score_gpt":0.3334509793376006,"score_spread":0.29805596763871606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416145065","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030175028,0.04598699,0.91366005,0.005133444,0.0012656497,0.00015660458,0.0001349236,0.0004942827,0.030150536],"genre_scores_gemma":[0.072013274,0.08249205,0.8120463,0.0014246642,0.004662517,0.0011226453,0.00034618235,0.0010092944,0.024883064],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997664,0.00089505303,0.00017720097,0.00022524763,0.0009403882,0.000098138466],"domain_scores_gemma":[0.9976457,0.0014762408,0.00017485827,0.0003384151,0.00028703583,0.00007767707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021590372,0.0014152552,0.0012597913,0.0016105936,0.000551308,0.002836426,0.0016271431,0.0020853044,0.004660371],"category_scores_gemma":[0.008806276,0.0009266311,0.00095133757,0.0017175203,0.0022349164,0.0038425236,0.0018257623,0.0036809635,0.0032931203],"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":[0.00003327373,0.00005460679,0.0003483147,0.000742242,0.000022766708,0.00029041397,0.00021061639,0.03329309,0.0047516376,0.86663795,0.01271181,0.08090318],"study_design_scores_gemma":[0.00002343663,0.00010529988,0.0003525515,0.00045748908,0.000020066382,0.0010539723,0.000091520415,0.18851501,0.0045946096,0.55176437,0.2529333,0.00008836276],"about_ca_topic_score_codex":0.00068766467,"about_ca_topic_score_gemma":0.0007476018,"teacher_disagreement_score":0.004660371,"about_ca_system_score_codex":0.0009843516,"about_ca_system_score_gemma":0.0007842712,"threshold_uncertainty_score":0.015590489},"labels":[],"label_agreement":null},{"id":"W2520177551","doi":"10.1016/j.matcom.2016.09.001","title":"Low-discrepancy sequences: Atanassov’s methods revisited","year":2016,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Mathematical Approximation and Integration","field":"Mathematics","cited_by":1,"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":"Mathematics; Context (archaeology); Base (topology); Constant (computer programming); Combinatorics; Applied mathematics; Discrete mathematics; Algorithm; Computer science; Mathematical analysis","score_opus":0.06732363823280041,"score_gpt":0.38795251835512984,"score_spread":0.32062888012232943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520177551","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014867865,0.005632406,0.9376192,0.0064896327,0.0012584189,0.00004721542,0.00011342454,0.00018531602,0.033786446],"genre_scores_gemma":[0.43738797,0.008899827,0.47242543,0.0045357114,0.0029843638,0.00047747977,0.0004416903,0.0010666976,0.07178082],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997561,0.0015330382,0.000093772054,0.00026151314,0.0004064303,0.00014420821],"domain_scores_gemma":[0.9841233,0.01179714,0.00059466704,0.0012301592,0.0014920102,0.0007626644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008613059,0.0017174811,0.001946066,0.003304322,0.0015764454,0.0024358565,0.0041335444,0.0037125577,0.0072238673],"category_scores_gemma":[0.043519583,0.00091876904,0.0014052084,0.0022576882,0.005799658,0.0070711905,0.0059469435,0.009493117,0.0014572429],"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":[0.000049799466,0.000021018299,0.00020941958,0.00009154572,0.000016624625,0.000031935826,0.00016319912,0.008480276,0.00024409489,0.97596323,0.0030548638,0.011674027],"study_design_scores_gemma":[0.000018605506,0.00002454307,0.00010957666,0.00007403029,0.000010355386,0.00004467066,0.000055079687,0.12871177,0.00022970542,0.8646498,0.0060516917,0.000020218096],"about_ca_topic_score_codex":0.0020264082,"about_ca_topic_score_gemma":0.002151111,"teacher_disagreement_score":0.008613059,"about_ca_system_score_codex":0.002065992,"about_ca_system_score_gemma":0.0016673369,"threshold_uncertainty_score":0.045550764},"labels":[],"label_agreement":null},{"id":"W2767974623","doi":"10.1016/j.matcom.2017.10.006","title":"Generalized reproduction numbers, sensitivity analysis and critical immunity levels of an SEQIJR disease model with immunization and varying total population size","year":2017,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Faculty of Applied Science, King Mongkut's University of Technology North Bangkok; King Mongkut's University of Technology North Bangkok; Commission on Higher Education","keywords":"Reproduction; Sensitivity (control systems); Population; Statistics; Immunity; Immunization; Mathematics; Biology; Demography; Medicine; Immunology; Immune system; Environmental health; Ecology","score_opus":0.025388794504257284,"score_gpt":0.32590993220093456,"score_spread":0.30052113769667727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767974623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7040342,0.0018345853,0.26281837,0.0024758743,0.00013549713,0.00028615483,0.0011018397,0.00038418084,0.026929395],"genre_scores_gemma":[0.9898684,0.0004238583,0.005752185,0.00011061454,0.000028156624,0.000114087954,0.00021104564,0.000032066575,0.003459569],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999209,0.00043513253,0.000026593307,0.000092145754,0.00008397956,0.00015326921],"domain_scores_gemma":[0.9942034,0.004383586,0.00072219915,0.00017116216,0.00034107215,0.00017849688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026227364,0.001252069,0.0012443021,0.0014782414,0.00055641495,0.001420259,0.0012037348,0.0016129299,0.0021025003],"category_scores_gemma":[0.008572458,0.0005798742,0.0015801025,0.0007417568,0.0012619663,0.0012815612,0.0013369604,0.0014287505,0.0001529062],"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":[0.00002942675,0.000019008745,0.00088371104,0.0000340307,0.000037072256,0.0001946575,0.00003459702,0.9913362,0.0005811214,0.0058616204,0.00020214787,0.0007863502],"study_design_scores_gemma":[0.000008473991,0.000033456145,0.00046765088,0.0000085797865,0.000024420684,0.000048093578,0.00002742904,0.9947344,0.00013976388,0.0043502273,0.00014205246,0.000015460753],"about_ca_topic_score_codex":0.0139288455,"about_ca_topic_score_gemma":0.0052171205,"teacher_disagreement_score":0.0139288455,"about_ca_system_score_codex":0.0020580227,"about_ca_system_score_gemma":0.0010210357,"threshold_uncertainty_score":0.027695537},"labels":[],"label_agreement":null},{"id":"W2887888629","doi":"10.1016/j.matcom.2018.07.007","title":"Design of a direct control strategy for a static shunt compensator to improve power quality in polluted and unbalanced grids","year":2018,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":5,"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":"Conseil National de la Recherche Scientifique; Conservatoire National des Arts et Métiers; Centre National de la Recherche Scientifique; Agence Universitaire de la Francophonie","keywords":"Total harmonic distortion; Power factor; Control theory (sociology); Voltage source; AC power; Harmonic; Voltage; Power quality; Computer science; Three-phase; Harmonics; Distortion (music); Sine wave; Power (physics); Electronic engineering; Control (management); Engineering; Bandwidth (computing); Electrical engineering; Physics; Telecommunications","score_opus":0.038517337262786853,"score_gpt":0.30411762313831747,"score_spread":0.26560028587553064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887888629","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060302295,0.0003679179,0.9231374,0.00017302041,0.00018963362,0.0002224573,0.00003841623,0.0004287952,0.0151399905],"genre_scores_gemma":[0.9600916,0.00011867751,0.036821518,0.00005637432,0.000040893952,0.00010958765,0.000025008581,0.000013852998,0.002722635],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986124,0.000021194237,0.00000973032,0.000043120774,0.00004399416,0.000020678013],"domain_scores_gemma":[0.99981767,0.000033078224,0.000030605283,0.000012425751,0.00009268086,0.000013518868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023436744,0.00068423135,0.00058469083,0.00034738888,0.00047639574,0.0007674039,0.0006406909,0.00062551926,0.0026546612],"category_scores_gemma":[0.0003310529,0.00026055012,0.0003524828,0.00021560234,0.00031016782,0.00030630527,0.00031739986,0.0002851118,0.00033053505],"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":[0.0008893866,0.0004695332,0.0012852757,0.00098036,0.00024526712,0.00058907655,0.00027832802,0.41767707,0.22543658,0.02116338,0.0034194782,0.32756627],"study_design_scores_gemma":[0.00011723766,0.0007679418,0.0008665619,0.000019466792,0.00008417336,0.00012796273,0.0000328976,0.98230875,0.012264861,0.0012639842,0.002128627,0.000017508128],"about_ca_topic_score_codex":0.0021722813,"about_ca_topic_score_gemma":0.0034708243,"teacher_disagreement_score":0.0026546612,"about_ca_system_score_codex":0.00036596294,"about_ca_system_score_gemma":0.0005047758,"threshold_uncertainty_score":0.008880734},"labels":[],"label_agreement":null},{"id":"W2911445003","doi":"10.1016/j.matcom.2018.08.015","title":"Implementation of irreducible Sobol’ sequences in prime power bases","year":2019,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Mathematical Approximation and Integration","field":"Mathematics","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":"University of Waterloo","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Sobol sequence; Prime (order theory); Implementation; Connection (principal bundle); Mathematics; Prime power; Computer science; Theoretical computer science; Combinatorics; Statistics; Programming language; Monte Carlo method","score_opus":0.03669946100047487,"score_gpt":0.35447269544742344,"score_spread":0.31777323444694855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911445003","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.096505485,0.00021535788,0.86045176,0.00029220275,0.0002753248,0.0001217912,0.0001602099,0.0048919776,0.03708591],"genre_scores_gemma":[0.7423177,0.00022668844,0.24661914,0.00013491875,0.0000707446,0.00012520357,0.00042834808,0.00065690815,0.009420285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99913627,0.00024521066,0.000053784224,0.00008242563,0.0003073593,0.00017490707],"domain_scores_gemma":[0.99897206,0.00027499552,0.000041078973,0.00036361636,0.00026865237,0.00007965804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098167,0.0004928436,0.0005388863,0.0007047726,0.00066759886,0.0018580997,0.001208216,0.0005816619,0.012556449],"category_scores_gemma":[0.0042464454,0.00028168366,0.00042820253,0.00061951415,0.0009430148,0.0020351773,0.0018184278,0.0010905707,0.0025231193],"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":[0.0006147768,0.00024406392,0.00097233086,0.00019748411,0.00003155587,0.00017308918,0.00056587625,0.026037555,0.010561869,0.8139171,0.0045506004,0.14213376],"study_design_scores_gemma":[0.00018346522,0.00029800963,0.0002698148,0.00012421196,0.00004479467,0.00020570766,0.0002992027,0.32578832,0.057957172,0.56433535,0.050440326,0.000053666987],"about_ca_topic_score_codex":0.00071494863,"about_ca_topic_score_gemma":0.00093162304,"teacher_disagreement_score":0.012556449,"about_ca_system_score_codex":0.00065129617,"about_ca_system_score_gemma":0.0007906635,"threshold_uncertainty_score":0.04200554},"labels":[],"label_agreement":null},{"id":"W2918215717","doi":"10.1016/j.matcom.2019.02.019","title":"Controller Tuning Approach with robustness, stability and dynamic criteria for the original AVR System","year":2019,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Advanced Control Systems Design","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Robustness (evolution); Control theory (sociology); PID controller; Weighting; Computer science; MATLAB; Process dynamics; Robustness testing; Control engineering; Engineering; Software; Process (computing); Temperature control; Artificial intelligence","score_opus":0.014731432871206051,"score_gpt":0.231776707936275,"score_spread":0.21704527506506896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918215717","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012371662,0.0002908268,0.9813176,0.00009236003,0.000041950392,0.00003900564,0.00002302716,0.00019092944,0.005632645],"genre_scores_gemma":[0.92461616,0.00033359154,0.06941949,0.00011745139,0.00009218873,0.00017172623,0.000075051124,0.00008697054,0.005087474],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943084,0.00014227645,0.000032828608,0.00012866275,0.00022420252,0.000041083178],"domain_scores_gemma":[0.9994448,0.00024453993,0.00006626381,0.00003696983,0.0001931666,0.000014334559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010071065,0.0007827228,0.0007791221,0.0005518916,0.00037350855,0.001110807,0.00061772147,0.000983508,0.0020922578],"category_scores_gemma":[0.001749119,0.00019740344,0.0004959619,0.00033016686,0.0005589984,0.0004724163,0.00074421294,0.0007087877,0.0003323789],"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":[0.00022045562,0.000085835396,0.00044722416,0.0004740554,0.000091203794,0.00034772672,0.00026308798,0.78116477,0.06989875,0.03350483,0.0018757404,0.11162638],"study_design_scores_gemma":[0.000015543097,0.000108024746,0.00019917927,0.0000085705615,0.000014766477,0.000060502436,0.000014195732,0.99371594,0.002001896,0.0030742849,0.00077411626,0.000012987389],"about_ca_topic_score_codex":0.0017981216,"about_ca_topic_score_gemma":0.0011352964,"teacher_disagreement_score":0.0020922578,"about_ca_system_score_codex":0.00039270832,"about_ca_system_score_gemma":0.0003983621,"threshold_uncertainty_score":0.0069993734},"labels":[],"label_agreement":null},{"id":"W3081170304","doi":"10.1016/j.matcom.2020.08.010","title":"A new approach to the numerical solution of Fredholm integral equations using least squares-support vector regression","year":2020,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Fractional Differential Equations Solutions","field":"Mathematics","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":"University of Waterloo","funders":"","keywords":"Mathematics; Fredholm integral equation; Kernel (algebra); Support vector machine; Applied mathematics; Algebraic equation; Least squares support vector machine; Galerkin method; Integral equation; Least-squares function approximation; Kernel method; Nonlinear system; Legendre polynomials; Collocation method; Mathematical optimization; Computer science; Mathematical analysis; Differential equation; Artificial intelligence; Discrete mathematics","score_opus":0.16061857341543806,"score_gpt":0.3553641290310585,"score_spread":0.19474555561562046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081170304","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012059908,0.0000654184,0.9982387,0.000051967076,0.000031194093,0.000008109768,0.000006397801,0.000084303356,0.00030794158],"genre_scores_gemma":[0.08130891,0.00034352322,0.9137617,0.00012073805,0.00013907152,0.000105313215,0.0000730536,0.00017735618,0.003970397],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999044,0.00035019053,0.00005905212,0.000112962116,0.00039352744,0.00004026774],"domain_scores_gemma":[0.9986737,0.0006801839,0.00009584404,0.0001254828,0.00036612793,0.000058813777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016011022,0.00075539446,0.0013156096,0.00092267274,0.0004973787,0.0013473141,0.0017459956,0.0018148118,0.0018858245],"category_scores_gemma":[0.004673444,0.0005538495,0.00096300256,0.00089617947,0.0010185151,0.0016103927,0.0017354302,0.0026118737,0.00090521487],"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":[0.00014310238,0.0002501018,0.00090041244,0.00034339004,0.00021782004,0.00016041724,0.00019573959,0.6056663,0.02144036,0.14863227,0.002422377,0.2196277],"study_design_scores_gemma":[0.0000034886277,0.00001007675,0.000024878362,0.0000037577943,0.000004074825,0.000012048405,0.0000035453877,0.9943416,0.00075258384,0.0042296075,0.00060826796,0.000006068229],"about_ca_topic_score_codex":0.0022234418,"about_ca_topic_score_gemma":0.0018535499,"teacher_disagreement_score":0.0022234418,"about_ca_system_score_codex":0.00043522465,"about_ca_system_score_gemma":0.0010258064,"threshold_uncertainty_score":0.008467555},"labels":[],"label_agreement":null},{"id":"W3195157873","doi":"10.1016/j.matcom.2021.08.004","title":"Characteristics of thermophoresis and Brownian motion on radiative reactive micropolar fluid flow towards continuously moving flat plate: HAM solution","year":2021,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fanshawe College","funders":"","keywords":"Thermophoresis; Streamlines, streaklines, and pathlines; Grashof number; Homotopy analysis method; Mechanics; Brownian motion; Flow (mathematics); Fluid dynamics; Classical mechanics; Mathematics; Nanofluid; Thermodynamics; Physics; Heat transfer; Nusselt number; Reynolds number; Homotopy; Turbulence","score_opus":0.009856888427309213,"score_gpt":0.21018857664654347,"score_spread":0.20033168821923425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195157873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970486,0.00047882053,0.01666357,0.00022191856,0.000049129274,0.00003857065,0.000080552214,0.00013680184,0.011844611],"genre_scores_gemma":[0.99586284,0.00009655933,0.0011059243,0.00002952266,0.000013931002,0.000010350697,0.000038767375,0.000022169095,0.0028199535],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991035,0.000022509643,0.0000027365222,0.000020018122,0.00002432717,0.00002009421],"domain_scores_gemma":[0.99936634,0.00031431654,0.0000793188,0.000026519132,0.00014743835,0.000066010994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021452253,0.00023936508,0.00024894398,0.00048340604,0.00028961638,0.00051866844,0.00036645017,0.00052640884,0.0017910149],"category_scores_gemma":[0.00094396184,0.0001406407,0.00020539196,0.00026370908,0.0006867353,0.00050942425,0.00030442345,0.00044893374,0.00019226818],"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":[0.0013687765,0.0002490839,0.007776746,0.0003650906,0.00006606812,0.0011228109,0.0011914659,0.11044559,0.779194,0.07697096,0.0025656263,0.018683892],"study_design_scores_gemma":[0.000057763868,0.00044988366,0.013712502,0.000036380905,0.000027961592,0.00048195515,0.00034654653,0.87952983,0.097686924,0.006109459,0.0014673738,0.000093429124],"about_ca_topic_score_codex":0.0007225217,"about_ca_topic_score_gemma":0.0003047998,"teacher_disagreement_score":0.0017910149,"about_ca_system_score_codex":0.00030257966,"about_ca_system_score_gemma":0.00028997194,"threshold_uncertainty_score":0.0059915185},"labels":[],"label_agreement":null},{"id":"W3210384272","doi":"10.1016/j.matcom.2022.08.011","title":"Node-Diamond approximation of heterogeneous and anisotropic diffusion systems on arbitrary two-dimensional grids","year":2022,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Conseil départemental de la Marne","keywords":"Diamond; Node (physics); Diffusion; Anisotropy; Grid; Anisotropic diffusion; Heavy traffic approximation; Computer science; Statistical physics; Mathematics; Materials science; Geometry; Physics; Discrete mathematics; Optics; Thermodynamics; Quantum mechanics","score_opus":0.02437876512440669,"score_gpt":0.2681717336105212,"score_spread":0.24379296848611454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210384272","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2729895,0.00123016,0.6770177,0.002102271,0.0005026844,0.0001005177,0.000481364,0.00031469186,0.045261122],"genre_scores_gemma":[0.93237376,0.00043570343,0.056056894,0.00016801283,0.000076456075,0.00007529709,0.00022762638,0.00008331592,0.010502856],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997285,0.000104856685,0.000011873012,0.00003801234,0.00007470893,0.000041936375],"domain_scores_gemma":[0.9987042,0.00072722184,0.000109124005,0.000089672096,0.00021098311,0.00015877692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057237875,0.00046346537,0.0009907933,0.0006413715,0.0005414989,0.0012671279,0.0018607146,0.0017945427,0.0023110788],"category_scores_gemma":[0.0035253628,0.00046931702,0.00044536742,0.0006570194,0.0012884001,0.0010513719,0.0012948046,0.0010563144,0.00027627352],"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":[0.000055323853,0.000031713662,0.00071167323,0.000045013458,0.000017583048,0.00010283088,0.000062023086,0.883049,0.00089084206,0.11166556,0.0011268207,0.0022415598],"study_design_scores_gemma":[0.0000055227715,0.0000021487435,0.000028054703,0.0000014926173,9.342458e-7,0.000005071079,0.0000050121084,0.9944969,0.00003851795,0.00526231,0.00015192808,0.000002080113],"about_ca_topic_score_codex":0.015750188,"about_ca_topic_score_gemma":0.009091333,"teacher_disagreement_score":0.015750188,"about_ca_system_score_codex":0.0011526396,"about_ca_system_score_gemma":0.0010004458,"threshold_uncertainty_score":0.031317055},"labels":[],"label_agreement":null},{"id":"W4283259558","doi":"10.1016/j.matcom.2022.06.012","title":"Dynamics of a stochastic non-autonomous phytoplankton–zooplankton system involving toxin-producing phytoplankton and impulsive perturbations","year":2022,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"National Key Research and Development Program of China; Wenzhou University; National Natural Science Foundation of China","keywords":"Phytoplankton; Zooplankton; Extinction (optical mineralogy); Population; Environmental science; Ecosystem; Aquatic ecosystem; White noise; Ecology; Biological system; Physics; Biology; Mathematics; Statistics","score_opus":0.0055956911626803075,"score_gpt":0.20737349782026332,"score_spread":0.20177780665758302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283259558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8883455,0.0002514614,0.09216349,0.0021423348,0.00013870142,0.000069010566,0.00033914344,0.00020757111,0.016342841],"genre_scores_gemma":[0.99378246,0.00008418827,0.0012957404,0.00006092518,0.00002166206,0.000018818922,0.000044315435,0.000011113706,0.004680641],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977154,0.000058271726,0.000013272604,0.000050024024,0.000058938545,0.000047940284],"domain_scores_gemma":[0.99889827,0.00045918275,0.00027112316,0.000031315092,0.00012415492,0.00021583175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052760536,0.0004182505,0.0007366718,0.00058372953,0.0008261997,0.0013377717,0.0009870162,0.0017901977,0.002549246],"category_scores_gemma":[0.001967122,0.0003758859,0.0005782893,0.00037713046,0.0016547753,0.000978317,0.0017438924,0.0008425343,0.00016136261],"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":[0.00011150047,0.000060320435,0.0035021116,0.000045405028,0.000068763584,0.0007474353,0.00012264971,0.9607994,0.00432026,0.02849619,0.00040686622,0.0013190915],"study_design_scores_gemma":[0.000016432514,0.000029404207,0.0007990587,0.000002417019,0.000011147409,0.00004415589,0.00002622262,0.9963381,0.000114561924,0.002506625,0.00010211586,0.000009646339],"about_ca_topic_score_codex":0.019170646,"about_ca_topic_score_gemma":0.008687185,"teacher_disagreement_score":0.019170646,"about_ca_system_score_codex":0.0011318955,"about_ca_system_score_gemma":0.0011018678,"threshold_uncertainty_score":0.038118124},"labels":[],"label_agreement":null},{"id":"W4297537054","doi":"10.1016/j.matcom.2022.09.015","title":"Numerical methods, energy conservation, and a new method for particle motion in magnetic fields","year":2022,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Energy conservation; Conservation of energy; Position (finance); Harmonic oscillator; Numerical integration; Simple (philosophy); Point (geometry); Energy (signal processing); Field (mathematics); Simple harmonic motion; Particle (ecology); Computer science; Magnetic field; Classical mechanics; Physics; Mathematics; Mathematical analysis; Geometry; Quantum mechanics; Engineering","score_opus":0.028722058227229084,"score_gpt":0.3051520712959835,"score_spread":0.2764300130687544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297537054","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049175126,0.0035413096,0.9744554,0.0021454215,0.0014281764,0.000049624417,0.000056903034,0.0001265856,0.013279114],"genre_scores_gemma":[0.19420247,0.00593544,0.7627866,0.001204737,0.0023609796,0.0004445903,0.00014925805,0.0005498577,0.032366082],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922967,0.00025849836,0.00004511601,0.00006895416,0.00036041197,0.000037298723],"domain_scores_gemma":[0.99888474,0.00053807185,0.00008533278,0.00015985894,0.0002611402,0.00007078074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001453921,0.00061960565,0.0007046745,0.0010856884,0.00097343157,0.0016351669,0.0015666777,0.0014552466,0.0024974581],"category_scores_gemma":[0.004858641,0.0004507962,0.001084292,0.0009436363,0.0032267342,0.0029594584,0.0020408866,0.0027503176,0.00056116923],"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":[0.000037052934,0.000030348476,0.00022785272,0.00018332363,0.00002415983,0.000049470364,0.00015158053,0.041882586,0.0019897409,0.9208902,0.0038489108,0.03068473],"study_design_scores_gemma":[0.000053057,0.000033477565,0.0002131505,0.0000799916,0.00001832585,0.000102976555,0.000035431254,0.42896882,0.0010689655,0.5374749,0.03191687,0.00003415306],"about_ca_topic_score_codex":0.0025266502,"about_ca_topic_score_gemma":0.0020615188,"teacher_disagreement_score":0.0025266502,"about_ca_system_score_codex":0.00085385854,"about_ca_system_score_gemma":0.0011755711,"threshold_uncertainty_score":0.008354843},"labels":[],"label_agreement":null},{"id":"W4310064640","doi":"10.1016/j.matcom.2022.11.017","title":"Global dynamics of a diffusive SEICR HCV model with nonlinear incidences","year":2022,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","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":"Wilfrid Laurier University","funders":"National Natural Science Foundation of China","keywords":"Mathematics; Basic reproduction number; Nonlinear system; Applied mathematics; Stability theory; Reaction–diffusion system; Steady state (chemistry); Sensitivity (control systems); Lyapunov function; Dynamics (music); Transmission (telecommunications); Homogeneous; Diffusion; Mathematical analysis; Computer science; Physics","score_opus":0.01801591068275233,"score_gpt":0.2897048316641317,"score_spread":0.27168892098137937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310064640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73943704,0.0009353439,0.21344846,0.004856584,0.00021620077,0.00011636082,0.0012813315,0.0004591625,0.039249446],"genre_scores_gemma":[0.98053586,0.00028640984,0.0035532552,0.00016683356,0.000046914487,0.0000528922,0.00018622566,0.000041434712,0.015130087],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996823,0.00010090554,0.00001279837,0.00006577951,0.000042675398,0.00009566574],"domain_scores_gemma":[0.9979906,0.0008385113,0.00042412628,0.000098660996,0.00028438127,0.00036377396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007694242,0.00074603717,0.0015435376,0.0013025674,0.0011179412,0.0024909521,0.0018010298,0.0025300414,0.005836831],"category_scores_gemma":[0.0034432854,0.00063454016,0.0010620493,0.0008712229,0.0021687525,0.0022950561,0.0021511149,0.0013645543,0.00054502644],"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":[0.00013721037,0.00006678248,0.0029621138,0.00006546243,0.000071740666,0.0004728429,0.00018344918,0.8047205,0.0016002554,0.18482015,0.0025134494,0.0023859045],"study_design_scores_gemma":[0.000021044792,0.000018626526,0.00027041396,0.0000066479556,0.00001424845,0.00004085355,0.000046028606,0.98385507,0.00007352524,0.015428015,0.00021238562,0.000013143347],"about_ca_topic_score_codex":0.028785592,"about_ca_topic_score_gemma":0.012196091,"teacher_disagreement_score":0.028785592,"about_ca_system_score_codex":0.001781495,"about_ca_system_score_gemma":0.0014207953,"threshold_uncertainty_score":0.057236075},"labels":[],"label_agreement":null},{"id":"W4381620438","doi":"10.1016/j.matcom.2023.06.014","title":"Noisy prediction-based control leading to stability switch","year":2023,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bounded function; Mathematics; Differentiable function; Stability (learning theory); Independent and identically distributed random variables; Domain (mathematical analysis); Chaotic; Derivative (finance); Applied mathematics; Exponential stability; Control theory (sociology); Variable (mathematics); Random variable; Control (management); Mathematical analysis; Computer science; Statistics; Nonlinear system","score_opus":0.015043834182687307,"score_gpt":0.25628734574397205,"score_spread":0.24124351156128473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381620438","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42332664,0.00040585487,0.5545343,0.0016956655,0.000294342,0.000051114937,0.000062685765,0.0006592624,0.018970143],"genre_scores_gemma":[0.9941748,0.000028764418,0.004289014,0.000048901416,0.00001304531,0.000013086067,0.00000676294,0.000021909,0.0014036966],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997061,0.00010913664,0.000010553134,0.000058135087,0.00006735304,0.000048687492],"domain_scores_gemma":[0.9974043,0.0020003307,0.00012710506,0.00014963301,0.00020588536,0.00011275929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008425889,0.00046880732,0.00063138996,0.00029908007,0.0006584526,0.000958805,0.0006715133,0.0008248758,0.0027572475],"category_scores_gemma":[0.0056401487,0.0003855779,0.00036052457,0.00021598423,0.0013174139,0.0008129765,0.001062446,0.0010147633,0.00016013607],"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":[0.00032052424,0.00009659273,0.0006794855,0.000058357607,0.000038090406,0.00018558853,0.00016889554,0.8473462,0.017984921,0.11875871,0.0010614436,0.013301175],"study_design_scores_gemma":[0.000007206299,0.000010907555,0.00005993472,0.0000013829102,0.0000020176392,0.0000040514833,0.000002544425,0.9916345,0.0006471083,0.0075876736,0.00003954475,0.0000030932458],"about_ca_topic_score_codex":0.0032210003,"about_ca_topic_score_gemma":0.0026398683,"teacher_disagreement_score":0.0032210003,"about_ca_system_score_codex":0.0009906947,"about_ca_system_score_gemma":0.0006822031,"threshold_uncertainty_score":0.009223938},"labels":[],"label_agreement":null},{"id":"W4385633577","doi":"10.1016/j.matcom.2023.07.026","title":"Optimization of unconstrained problems using a developed algorithm of spectral conjugate gradient method calculation","year":2023,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","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 du Québec en Abitibi-Témiscamingue","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Conjugate gradient method; Conjugate residual method; Nonlinear conjugate gradient method; Derivation of the conjugate gradient method; Algorithm; Line search; Convergence (economics); Gradient method; Mathematics; Point (geometry); Mathematical optimization; Computer science; Rate of convergence; Applied mathematics; Gradient descent; Artificial neural network; Key (lock)","score_opus":0.0930286820697138,"score_gpt":0.38995409366274947,"score_spread":0.29692541159303565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385633577","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022780611,0.000046217243,0.9942404,0.00003731239,0.00006046721,0.000037729544,0.000018135388,0.00015809288,0.0031235446],"genre_scores_gemma":[0.07348933,0.000119618795,0.9205185,0.0000671498,0.000049460486,0.00027737216,0.00009578944,0.00021864695,0.0051641595],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995524,0.00017034606,0.000022826614,0.000055553508,0.0001759785,0.000022768541],"domain_scores_gemma":[0.99956053,0.00016030033,0.0000272287,0.00005724794,0.00017472437,0.000019950752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007562588,0.00062705955,0.0008970303,0.00060858525,0.0007378092,0.0008329446,0.0010870592,0.0010532145,0.004832243],"category_scores_gemma":[0.0016868495,0.0003252854,0.0007328148,0.00083264615,0.0005780215,0.0007605043,0.0009561613,0.0008124232,0.0013118972],"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":[0.00011727553,0.00019806571,0.0007939064,0.00033176978,0.00014106037,0.00020487985,0.00014863382,0.6580847,0.011224987,0.13387732,0.005816927,0.1890605],"study_design_scores_gemma":[0.000011228492,0.000020463322,0.0000956961,0.000007370148,0.000007936032,0.00003261533,0.000006913716,0.9900955,0.001413336,0.0057594446,0.0025420745,0.000007422528],"about_ca_topic_score_codex":0.0017559312,"about_ca_topic_score_gemma":0.0020104158,"teacher_disagreement_score":0.004832243,"about_ca_system_score_codex":0.00032048798,"about_ca_system_score_gemma":0.0012658661,"threshold_uncertainty_score":0.016165435},"labels":[],"label_agreement":null},{"id":"W4388189769","doi":"10.1016/j.matcom.2023.10.017","title":"A well-balanced and positivity-preserving numerical model for overland flow under vegetation effects","year":2023,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Drag; Turbulence; Discretization; Drag coefficient; Froude number; Finite volume method; Flow (mathematics); Inertia; Mechanics; Vegetation (pathology); Mathematics; Geology; Physics; Classical mechanics; Mathematical analysis","score_opus":0.012208336902218168,"score_gpt":0.2518181056318933,"score_spread":0.2396097687296751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388189769","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11389964,0.00018506698,0.87936884,0.0004094816,0.00009879797,0.000059650254,0.00014994944,0.00026549416,0.0055631297],"genre_scores_gemma":[0.92103773,0.000187588,0.071989946,0.000109223416,0.0000544608,0.0000997493,0.00012950912,0.00009322305,0.006298521],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983776,0.00004918433,0.000009557742,0.00003193814,0.000048951573,0.000022587355],"domain_scores_gemma":[0.99962735,0.00013535019,0.00006440772,0.000033812576,0.00008537944,0.000053819953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004339315,0.0005817791,0.0006124779,0.00032646814,0.00052813423,0.00087147945,0.0010630201,0.001266135,0.00089020643],"category_scores_gemma":[0.0015689057,0.0002854839,0.00045877817,0.00031657904,0.0010957704,0.00093620876,0.001286265,0.0008592919,0.00018583713],"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":[0.00002886927,0.00002560233,0.00019898872,0.000010833846,0.0000073424203,0.000038730217,0.000026294343,0.9779734,0.003721584,0.014287347,0.00019025482,0.0034907327],"study_design_scores_gemma":[0.0000035112896,0.0000060255866,0.000016744254,4.2338627e-7,0.0000011938611,0.000002301952,0.0000010999539,0.9980596,0.00013108451,0.0016972228,0.00007929255,0.0000014980874],"about_ca_topic_score_codex":0.006057206,"about_ca_topic_score_gemma":0.004374367,"teacher_disagreement_score":0.006057206,"about_ca_system_score_codex":0.0006011033,"about_ca_system_score_gemma":0.0012701984,"threshold_uncertainty_score":0.012043893},"labels":[],"label_agreement":null},{"id":"W4388766954","doi":"10.1016/j.matcom.2023.11.011","title":"Vibrational analysis of a coupled damaged Timoshenko beam-arch mechanical system with von Kármán nonlinearities and layer discontinuity","year":2023,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Vibration and Dynamic 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":"Lakehead University","funders":"","keywords":"Classification of discontinuities; Beam (structure); Discontinuity (linguistics); Vibration; Nonlinear system; Arch; Curvature; Timoshenko beam theory; Physics; Structural engineering; Mechanics; Viscoelasticity; Materials science; Acoustics; Mathematics; Optics; Mathematical analysis; Geometry; Engineering; Composite material","score_opus":0.013124948430622481,"score_gpt":0.23740594048372518,"score_spread":0.2242809920531027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388766954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9372435,0.000095883646,0.055224475,0.00015568156,0.000022511244,0.000025183497,0.00006517852,0.00012051854,0.007047076],"genre_scores_gemma":[0.99630046,0.000021120368,0.0011972855,0.000012272849,0.0000025272432,0.0000058385012,0.000013601008,0.000009444316,0.0024374814],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998857,0.000024150222,0.0000060408674,0.00002115582,0.00003863901,0.000024286606],"domain_scores_gemma":[0.9998085,0.0000684211,0.000039393733,0.000025213045,0.000030607043,0.000027812726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002633282,0.00028598326,0.0004397528,0.0003591332,0.0005402566,0.00052053906,0.0005680935,0.0008968641,0.0026570344],"category_scores_gemma":[0.00055399176,0.00023829687,0.00031853054,0.00022386627,0.0009948324,0.00053649954,0.0007085935,0.00038443092,0.00019487723],"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":[0.00047230176,0.00013070968,0.004706792,0.00012542662,0.00010218382,0.0015813898,0.00049795146,0.8353718,0.123374574,0.02194246,0.00048325013,0.011211124],"study_design_scores_gemma":[0.000008905185,0.00005024551,0.002004759,0.000003189086,0.000009635304,0.000064512205,0.00007358614,0.99436533,0.0024723501,0.0007908092,0.00014531314,0.0000113550905],"about_ca_topic_score_codex":0.003548383,"about_ca_topic_score_gemma":0.0026412949,"teacher_disagreement_score":0.003548383,"about_ca_system_score_codex":0.00038042598,"about_ca_system_score_gemma":0.00039823318,"threshold_uncertainty_score":0.008888662},"labels":[],"label_agreement":null},{"id":"W4389778562","doi":"10.1016/j.matcom.2023.12.009","title":"A decoupled, linearly implicit and high-order structure-preserving scheme for Euler–Poincaré equations","year":2023,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Differential Equations and Numerical Methods","field":"Mathematics","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":"Champlain Regional College; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Discretization; Mathematics; Nonlinear system; Backward Euler method; Euler equations; Applied mathematics; Scheme (mathematics); Euler's formula; Function (biology); Order (exchange); Mathematical analysis; Physics","score_opus":0.06864443697765081,"score_gpt":0.3733212430367805,"score_spread":0.30467680605912967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389778562","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07722157,0.00028750682,0.9121561,0.00030154342,0.00023936883,0.000101911595,0.0000851729,0.00031647715,0.009290326],"genre_scores_gemma":[0.64448166,0.0003552708,0.3349256,0.00022046259,0.0001449771,0.00022338897,0.00025282742,0.00020536463,0.019190503],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982625,0.00004257012,0.000009487505,0.000020709222,0.000082479164,0.000018457144],"domain_scores_gemma":[0.99974936,0.00005485231,0.000029586141,0.00006102823,0.000063324325,0.000041936168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036049398,0.00038325854,0.00065847934,0.00040328104,0.0004950535,0.0006764953,0.0013260653,0.0010343618,0.0021238704],"category_scores_gemma":[0.00100337,0.00028100127,0.0004974287,0.0003275303,0.0009877265,0.0008255285,0.0017552025,0.0014382032,0.0006015268],"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":[0.00041921617,0.00036027166,0.0014903864,0.00029955315,0.00008184604,0.000458015,0.0005193728,0.4550851,0.10495553,0.2989788,0.0035447634,0.13380717],"study_design_scores_gemma":[0.00004087865,0.00008430603,0.00021502754,0.000008890623,0.0000096831955,0.000053776013,0.000014156348,0.9814664,0.003870496,0.011127103,0.0030932606,0.000016064068],"about_ca_topic_score_codex":0.0016088662,"about_ca_topic_score_gemma":0.0017617691,"teacher_disagreement_score":0.0021238704,"about_ca_system_score_codex":0.00046880668,"about_ca_system_score_gemma":0.0009069251,"threshold_uncertainty_score":0.0071050525},"labels":[],"label_agreement":null},{"id":"W4390619990","doi":"10.1016/j.matcom.2024.01.001","title":"Numerical integration of stiff problems using a new time-efficient hybrid block solver based on collocation and interpolation techniques","year":2024,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Numerical methods for differential equations","field":"Mathematics","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":"Toronto Metropolitan University","funders":"","keywords":"Collocation (remote sensing); Interpolation (computer graphics); Solver; Truncation error; Linear multistep method; Ordinary differential equation; Mathematics; Runge–Kutta methods; Block (permutation group theory); Context (archaeology); Applied mathematics; Backward differentiation formula; Stiff equation; Grid; Stability (learning theory); Collocation method; Mathematical optimization; Computer science; Algorithm; Partial differential equation; Numerical analysis; Differential equation; Differential algebraic equation; Mathematical analysis; Geometry","score_opus":0.05870515328725393,"score_gpt":0.35284858130762803,"score_spread":0.2941434280203741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390619990","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008500526,0.00012737515,0.9890149,0.000049527313,0.00010822681,0.000028985338,0.000029281315,0.00023285698,0.0019083495],"genre_scores_gemma":[0.116794154,0.0002956625,0.87619835,0.000075962096,0.00008247164,0.00023686474,0.00017527114,0.00019916188,0.005942148],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996264,0.000082686565,0.000024039788,0.00003276015,0.00020587427,0.000028189137],"domain_scores_gemma":[0.9994112,0.00022707594,0.00006354764,0.00007559203,0.00017170435,0.00005092181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006338046,0.0005422284,0.000999775,0.0004954446,0.00050660165,0.00062610616,0.0011699665,0.0011085448,0.002818868],"category_scores_gemma":[0.00101143,0.00039052064,0.0006064204,0.0006317403,0.00042894774,0.000911468,0.0010991613,0.0009218482,0.00080044277],"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":[0.00020828667,0.00023950225,0.0012107217,0.00033667593,0.0001580987,0.00024889834,0.00022944048,0.6905505,0.0822908,0.054218233,0.0033504257,0.16695845],"study_design_scores_gemma":[0.000011477945,0.000036610138,0.000083926694,0.0000049021255,0.000008020061,0.00003212865,0.0000044785806,0.9942638,0.002385259,0.001052143,0.0021079727,0.000009182286],"about_ca_topic_score_codex":0.0020817064,"about_ca_topic_score_gemma":0.0033010496,"teacher_disagreement_score":0.002818868,"about_ca_system_score_codex":0.00033191152,"about_ca_system_score_gemma":0.00093842804,"threshold_uncertainty_score":0.00943011},"labels":[],"label_agreement":null},{"id":"W4390805904","doi":"10.1016/j.matcom.2023.11.038","title":"Decoupled average model-based sliding mode current control of LC-filtered inverters in rotating frame","year":2024,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Control theory (sociology); Overshoot (microwave communication); Robustness (evolution); Computer science; Pulse-width modulation; PID controller; Nonlinear system; Controller (irrigation); Sliding mode control; Inverter; MATLAB; Current loop; Voltage; Control engineering; Engineering; Control (management); Temperature control; Physics","score_opus":0.01113083030958131,"score_gpt":0.24435631319980944,"score_spread":0.23322548289022813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390805904","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03838623,0.0001974468,0.9534602,0.00007088068,0.000075144744,0.000029369965,0.000059682792,0.0006864899,0.007034569],"genre_scores_gemma":[0.97197354,0.00010127523,0.025815213,0.000022914137,0.00001900843,0.00003894727,0.00006655729,0.0000402749,0.0019222312],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998523,0.000030228774,0.000009909642,0.000033141096,0.000056757166,0.000017656062],"domain_scores_gemma":[0.9998267,0.000046098176,0.000029039282,0.000026505302,0.000063851614,0.000007709238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031212714,0.00043400782,0.0007487129,0.00026939384,0.00031425603,0.0008478852,0.000569429,0.00039802067,0.0028431653],"category_scores_gemma":[0.00057709444,0.00021942385,0.00043530928,0.00035417237,0.00030184237,0.00062836136,0.00031149335,0.00041095237,0.0004377663],"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":[0.00035974765,0.00013345128,0.0005541022,0.00027764714,0.00008723974,0.000055936987,0.00016851316,0.83119345,0.020062855,0.013895113,0.0022430185,0.13096896],"study_design_scores_gemma":[0.000009425471,0.000045383305,0.00013799248,0.0000032107016,0.000008709948,0.0000055795995,0.0000035664782,0.9977082,0.001049842,0.0007240294,0.00030097758,0.0000030956653],"about_ca_topic_score_codex":0.0043208296,"about_ca_topic_score_gemma":0.005423364,"teacher_disagreement_score":0.0043208296,"about_ca_system_score_codex":0.00042870347,"about_ca_system_score_gemma":0.00044360312,"threshold_uncertainty_score":0.009511352},"labels":[],"label_agreement":null},{"id":"W4394997249","doi":"10.1016/j.matcom.2024.04.021","title":"Solving direct and inverse problems for Fredholm-type integro-differential equations with application to pollution diffusion modeling","year":2024,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":3,"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 Guelph","funders":"Agencia Estatal de Investigación; Junta de Andalucía; Universidad de Granada","keywords":"Type (biology); Inverse; Diffusion; Fredholm integral equation; Integro-differential equation; Applied mathematics; Fredholm theory; Differential equation; Inverse problem; Computer science; Mathematics; Mathematical analysis; Integral equation; Physics; Thermodynamics; Geometry","score_opus":0.06800228027034949,"score_gpt":0.34017235817128,"score_spread":0.2721700779009305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394997249","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038182274,0.00084839377,0.95025533,0.0010098959,0.00013247665,0.000050623803,0.000037646474,0.00004397769,0.0094393715],"genre_scores_gemma":[0.64504445,0.0019317972,0.32584402,0.000345202,0.00024362808,0.00027287446,0.00012948705,0.000083434104,0.026105193],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997603,0.000071696246,0.000013374473,0.000050819457,0.00007723993,0.000026532522],"domain_scores_gemma":[0.9991161,0.00058018224,0.0000938912,0.000037825004,0.00011406193,0.000057908386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090342097,0.0010126149,0.0009029021,0.00053196657,0.0005350334,0.0012834888,0.00076803344,0.0023729142,0.0012841969],"category_scores_gemma":[0.0029558854,0.00039180135,0.0011807143,0.00038134682,0.0017254954,0.0010431554,0.0021913573,0.0014379423,0.00012756283],"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":[0.000039374685,0.00012180279,0.0011274886,0.0002804601,0.00007457509,0.00051152625,0.0003052544,0.61189324,0.009846687,0.35381523,0.0011453991,0.020838996],"study_design_scores_gemma":[0.000010555854,0.000027506947,0.000098641256,0.000011218959,0.000012398446,0.000103134385,0.000038569644,0.9373727,0.0011076577,0.0599758,0.0012300325,0.000011902759],"about_ca_topic_score_codex":0.002866413,"about_ca_topic_score_gemma":0.0020517088,"teacher_disagreement_score":0.002866413,"about_ca_system_score_codex":0.0006820091,"about_ca_system_score_gemma":0.0010841433,"threshold_uncertainty_score":0.005699396},"labels":[],"label_agreement":null},{"id":"W4402205987","doi":"10.1016/j.matcom.2024.08.034","title":"An asymptotically optimal algorithm for generating bin cardinalities","year":2024,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Algorithms and Data Compression","field":"Computer Science","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; London Mathematical Society","keywords":"Bin; Algorithm; Quadratic equation; Asymptotically optimal algorithm; Block (permutation group theory); Mathematics; Combinatorics; Running time; Computer science; Discrete mathematics; Geometry","score_opus":0.02082205146525806,"score_gpt":0.2988153315810264,"score_spread":0.27799328011576835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402205987","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022424817,0.0002638907,0.96490365,0.00064605,0.00012313158,0.0002351762,0.0006465493,0.0032543126,0.0075024455],"genre_scores_gemma":[0.17633311,0.00018397602,0.81437325,0.000295402,0.000088297245,0.00053451967,0.0015326708,0.00059796404,0.006060776],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99689484,0.00087237125,0.00023783254,0.00053481304,0.0011036596,0.00035653796],"domain_scores_gemma":[0.9916278,0.004512347,0.00029627862,0.00212933,0.0010988588,0.00033535805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024811896,0.0010696138,0.0015580701,0.0027161646,0.0015175209,0.0028599764,0.0026499373,0.0016899494,0.0106683625],"category_scores_gemma":[0.016694611,0.0009523414,0.0012133626,0.0036546078,0.0014640731,0.004217446,0.0050195465,0.003010857,0.0031990132],"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":[0.0017379173,0.0004489636,0.0024752757,0.0003455755,0.000112672635,0.00010656221,0.00043541507,0.10379526,0.012509595,0.22312927,0.023209449,0.631694],"study_design_scores_gemma":[0.00025545424,0.00010504277,0.0005642638,0.00006633082,0.00004926304,0.00018482849,0.0001207401,0.6539745,0.007750171,0.33037627,0.0065072128,0.00004597442],"about_ca_topic_score_codex":0.0031120765,"about_ca_topic_score_gemma":0.00578788,"teacher_disagreement_score":0.0106683625,"about_ca_system_score_codex":0.002747366,"about_ca_system_score_gemma":0.0045914594,"threshold_uncertainty_score":0.035689235},"labels":[],"label_agreement":null},{"id":"W4403635317","doi":"10.1016/j.matcom.2024.10.023","title":"Complex dynamics of an SIHR epidemic model with variable hospitalization rate depending on unoccupied hospital beds","year":2024,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","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":"Wilfrid Laurier University","funders":"National Natural Science Foundation of China","keywords":"Variable (mathematics); Epidemic model; Statistics; Demography; Medicine; Statistical physics; Mathematics; Physics; Mathematical analysis; Environmental health","score_opus":0.02498717088138235,"score_gpt":0.30086382022375635,"score_spread":0.275876649342374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403635317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86435735,0.00067599816,0.11256869,0.0044893096,0.00016539212,0.00008475307,0.0013659289,0.0001931245,0.016099496],"genre_scores_gemma":[0.9900573,0.0001863109,0.0020161734,0.000105920226,0.0000360592,0.00003827928,0.00022924873,0.000019914884,0.007310782],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995497,0.0001556326,0.000016553051,0.000091062975,0.00004706073,0.00013991776],"domain_scores_gemma":[0.9972523,0.0014970963,0.00048910815,0.00009158266,0.00033005638,0.0003399663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011170417,0.0005907299,0.0011600875,0.0009792835,0.00065162644,0.0017995146,0.001513875,0.001831355,0.005658634],"category_scores_gemma":[0.0040876446,0.00053659163,0.00083956355,0.00072996056,0.0011282422,0.0017437987,0.0009805855,0.0014216969,0.00038017347],"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":[0.000148707,0.00009163372,0.005048858,0.000044282362,0.00007186626,0.00042590383,0.0001664063,0.9458021,0.0010195624,0.04326515,0.0018671143,0.002048469],"study_design_scores_gemma":[0.000011732453,0.00001452569,0.0006299863,0.0000034155237,0.000011796122,0.0000304623,0.00003553929,0.99640876,0.00003120266,0.0026948957,0.000118781056,0.000008823343],"about_ca_topic_score_codex":0.024568075,"about_ca_topic_score_gemma":0.010917296,"teacher_disagreement_score":0.024568075,"about_ca_system_score_codex":0.0013499034,"about_ca_system_score_gemma":0.00096117123,"threshold_uncertainty_score":0.04885018},"labels":[],"label_agreement":null},{"id":"W4407121875","doi":"10.1016/j.matcom.2025.01.018","title":"Symmetry methods and multi-structure solutions for a <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si2.svg\" display=\"inline\" id=\"d1e758\"><mml:mrow><mml:mo>(</mml:mo><mml:mn>3</mml:mn><mml:mo linebreak=\"goodbreak\" linebreakstyle=\"after\">+</mml:mo><mml:mn>1</mml:mn><mml:mo>)</mml:mo></mml:mrow></mml:math>-dimensional generalized nonlinear evolution equation","year":2025,"lang":"lv","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","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":"Artificial Intelligence in Medicine (Canada)","funders":"University of Kalyani; Council of Scientific and Industrial Research, India; University Grants Commission; Department of Science and Technology, Ministry of Science and Technology, India; Joseph Rowntree Foundation","keywords":"Computer science; Scalable Vector Graphics; Symmetry (geometry); Algorithm; Mathematics; World Wide Web; Geometry","score_opus":0.02168817421488733,"score_gpt":0.28543903196060794,"score_spread":0.2637508577457206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407121875","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013986632,0.0014953224,0.93156946,0.0020845437,0.00037717368,0.000081384445,0.0003015919,0.00040199968,0.049701873],"genre_scores_gemma":[0.28023568,0.0024033189,0.6028726,0.0006889454,0.0004432757,0.0005012483,0.00088533014,0.0018451901,0.11012447],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999689,0.00013267655,0.000016336007,0.0000362677,0.000096580225,0.000029276072],"domain_scores_gemma":[0.9992617,0.00031458886,0.00007410176,0.00010192199,0.00018501614,0.00006265551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010186689,0.0006535931,0.0004945339,0.0011632656,0.0007944885,0.0011899729,0.0010493377,0.00097557955,0.020462723],"category_scores_gemma":[0.0032182874,0.0003335496,0.0012620534,0.0006312708,0.00090994284,0.00205685,0.0017439689,0.001549779,0.004342763],"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":[0.000024992969,0.000033962213,0.0002456834,0.000120606004,0.000019918154,0.000058875277,0.00010828181,0.021387298,0.0012404612,0.9428311,0.0103456,0.02358322],"study_design_scores_gemma":[0.000024977748,0.000021675642,0.0001832347,0.000046847526,0.000009042579,0.00006017281,0.000047768823,0.43795446,0.00084805203,0.5465245,0.014260426,0.000018772738],"about_ca_topic_score_codex":0.0024673971,"about_ca_topic_score_gemma":0.0029959835,"teacher_disagreement_score":0.020462723,"about_ca_system_score_codex":0.00079611863,"about_ca_system_score_gemma":0.0012169529,"threshold_uncertainty_score":0.06845462},"labels":[],"label_agreement":null},{"id":"W4408994305","doi":"10.1016/j.matcom.2025.03.011","title":"Conditional generalized quantiles as systemic risk measures: Properties, estimation, and application","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fakultas Matematika dan Ilmu Pengetahuan Alam, Institut Teknologi Bandung; Institut Teknologi dan Bisnis STIKOM Bali; University of Waterloo; Deutscher Akademischer Austauschdienst","keywords":"Quantile; Systemic risk; Estimation; Mathematics; Econometrics; Statistics; Computer science; Applied mathematics; Economics","score_opus":0.02107779589370426,"score_gpt":0.24083242085511417,"score_spread":0.2197546249614099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408994305","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048450585,0.00068579527,0.94912416,0.00030631406,0.000031564905,0.00002608237,0.00011866924,0.00031651589,0.00094039476],"genre_scores_gemma":[0.8730755,0.0015916753,0.121078186,0.00017471774,0.0001585885,0.00011276754,0.00049348053,0.00030465215,0.0030104674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981475,0.0010407844,0.00007338934,0.0003000555,0.00028822638,0.00015009937],"domain_scores_gemma":[0.97919375,0.015303813,0.0017802771,0.0017879994,0.0014553289,0.00047876072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062636603,0.00087928073,0.001215058,0.0019014411,0.00032690074,0.0024870667,0.001323819,0.001156235,0.0027995997],"category_scores_gemma":[0.033713672,0.0006604056,0.0010377038,0.0023388881,0.0022695884,0.0030134707,0.0018574222,0.0019937996,0.0003177865],"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":[0.000111841844,0.00006467405,0.010365669,0.00012867026,0.0001352288,0.00013119717,0.00033677305,0.31046292,0.0016913074,0.614075,0.0018847691,0.06061193],"study_design_scores_gemma":[0.000013300385,0.000024774045,0.0017598601,0.00002596362,0.000020744052,0.00005822314,0.00003473587,0.7896924,0.00032158569,0.20737012,0.0006557076,0.000022637061],"about_ca_topic_score_codex":0.0026346745,"about_ca_topic_score_gemma":0.0019508693,"teacher_disagreement_score":0.0062636603,"about_ca_system_score_codex":0.00095610216,"about_ca_system_score_gemma":0.0011261066,"threshold_uncertainty_score":0.03312576},"labels":[],"label_agreement":null},{"id":"W4409108166","doi":"10.1016/j.matcom.2025.03.023","title":"Vertically averaged multi-constituent flow simulations of geological CO2 sequestration — Stabilized finite element methods and quadratic elements","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","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":"University of Waterloo; National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Finite element method; Quadratic equation; Flow (mathematics); Geology; Element (criminal law); Mechanics; Applied mathematics; Computer science; Mathematical optimization; Mathematics; Geometry; Physics; Structural engineering; Engineering","score_opus":0.029757352129404464,"score_gpt":0.35153253707712034,"score_spread":0.3217751849477159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409108166","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20641972,0.00038397705,0.777685,0.0007073733,0.0002100404,0.000082689905,0.00024814438,0.0003660966,0.0138969375],"genre_scores_gemma":[0.9038928,0.00020870192,0.08927024,0.00015015456,0.0000648283,0.00017156744,0.0002267863,0.00017942174,0.005835394],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997539,0.00010481346,0.000013043866,0.000038010403,0.000060609505,0.000029582834],"domain_scores_gemma":[0.9990515,0.0005152831,0.00008711977,0.00005862174,0.00021705784,0.00007029861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053687533,0.0005606442,0.00088995486,0.00047931846,0.0005783328,0.0008834132,0.0013439672,0.0015874133,0.001742729],"category_scores_gemma":[0.0026716664,0.0005909703,0.0005489,0.00065597106,0.0009473554,0.0010920527,0.0012289516,0.000985578,0.0002052056],"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":[0.000013877734,0.000020909536,0.00027467526,0.0000104354585,0.000008152496,0.000012341064,0.000017342818,0.9931833,0.0005878007,0.004085702,0.00011296887,0.0016725573],"study_design_scores_gemma":[0.0000017424276,0.000002350886,0.000023424765,8.2001446e-7,6.417868e-7,9.0180254e-7,0.000002723473,0.9993716,0.00006701225,0.0004724858,0.000055304496,0.0000010892308],"about_ca_topic_score_codex":0.019411419,"about_ca_topic_score_gemma":0.012902405,"teacher_disagreement_score":0.019411419,"about_ca_system_score_codex":0.00079478114,"about_ca_system_score_gemma":0.0013600502,"threshold_uncertainty_score":0.03859687},"labels":[],"label_agreement":null},{"id":"W4409187619","doi":"10.1016/j.matcom.2025.03.027","title":"A lattice-based approach for life insurance pricing in a stochastic correlation framework","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Ministero dell'Istruzione e del Merito; FP7 Coordination of Research Activities; Ministero dell’Istruzione, dell’Università e della Ricerca; European Commission","keywords":"Correlation; Lattice (music); Life insurance; Mathematics; Computer science; Statistical physics; Econometrics; Applied mathematics; Actuarial science; Business; Physics; Geometry","score_opus":0.024239252302486608,"score_gpt":0.3179545210569291,"score_spread":0.29371526875444254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409187619","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005543475,0.00014604567,0.9901974,0.00022814414,0.000065143846,0.000024189185,0.000048051745,0.0000658589,0.0036816525],"genre_scores_gemma":[0.33085495,0.0006094892,0.65710664,0.0002836236,0.00020145308,0.00030992512,0.00019223374,0.00019068194,0.010251029],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988796,0.0004988128,0.000051128038,0.00010928274,0.00034046717,0.00012076556],"domain_scores_gemma":[0.9985014,0.0007741465,0.00013604257,0.00018252626,0.00023313404,0.00017269164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017310847,0.0006402127,0.0012916187,0.0009627922,0.00084535737,0.0023686455,0.0024357743,0.0017735974,0.0059353164],"category_scores_gemma":[0.0040123467,0.0006885887,0.0022839762,0.0012658892,0.0018966293,0.0020434356,0.0018420228,0.0033098387,0.0009821118],"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":[0.000024684505,0.000074335236,0.00050170923,0.00004632712,0.000028897199,0.00013840199,0.00007116086,0.6268963,0.0011483724,0.35968995,0.0008957494,0.010484094],"study_design_scores_gemma":[0.000007724349,0.000010513103,0.000032713462,0.0000054151565,0.0000030527751,0.000024067098,0.0000088167835,0.9537424,0.00009642716,0.045194376,0.0008660409,0.0000084070825],"about_ca_topic_score_codex":0.006509245,"about_ca_topic_score_gemma":0.0051723686,"teacher_disagreement_score":0.006509245,"about_ca_system_score_codex":0.0015406434,"about_ca_system_score_gemma":0.0020678884,"threshold_uncertainty_score":0.019855618},"labels":[],"label_agreement":null},{"id":"W4409199658","doi":"10.1016/j.matcom.2025.03.004","title":"Data-driven fractional algebraic system solver","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Model Reduction and Neural Networks","field":"Physics and Astronomy","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":"Université de Montréal; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Solver; Algebraic number; Algebra over a field; Mathematics; Applied mathematics; Computer science; Fractional calculus; Pure mathematics; Mathematical optimization; Mathematical analysis","score_opus":0.02852703968580285,"score_gpt":0.2945079215500685,"score_spread":0.26598088186426566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409199658","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017195426,0.00009751468,0.97700787,0.00020930672,0.000041841187,0.00004677231,0.00010695491,0.00045886007,0.0048354575],"genre_scores_gemma":[0.53747517,0.00011221723,0.45721248,0.00017724697,0.000047425583,0.00021428014,0.00028022984,0.00013158594,0.004349378],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998405,0.00003892719,0.0000075549497,0.00003250095,0.00006457356,0.000015944515],"domain_scores_gemma":[0.99944717,0.0003160207,0.00004062861,0.000058503294,0.000117978554,0.000019703073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000481655,0.0003416683,0.00054408645,0.00023382081,0.00028095386,0.00060184137,0.0008657784,0.00087215065,0.003511774],"category_scores_gemma":[0.0020030988,0.00022450712,0.00034839942,0.00028822917,0.0003901149,0.0007109786,0.0008188456,0.0010275891,0.000447159],"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":[0.000055552257,0.000040103943,0.00037258747,0.00009869394,0.000019304152,0.000043959455,0.000045028966,0.92965674,0.0022583525,0.02479096,0.0011127997,0.041505825],"study_design_scores_gemma":[0.000003421413,0.0000032580851,0.000011863445,0.0000012508965,6.397685e-7,0.0000034471723,0.0000018914164,0.9975654,0.0003366932,0.0018010032,0.00027046385,7.91569e-7],"about_ca_topic_score_codex":0.0030402765,"about_ca_topic_score_gemma":0.0037460078,"teacher_disagreement_score":0.003511774,"about_ca_system_score_codex":0.00056118664,"about_ca_system_score_gemma":0.0010436445,"threshold_uncertainty_score":0.0117480755},"labels":[],"label_agreement":null},{"id":"W4409433513","doi":"10.1016/j.matcom.2025.03.032","title":"A diffusive SIS epidemic model in a heterogeneous environment: Random dispersion vs. nonlocal dispersion","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","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":"Wilfrid Laurier University","funders":"","keywords":"Dispersion (optics); Epidemic model; Statistical physics; Mathematics; Physics; Quantum mechanics; Demography; Sociology; Population","score_opus":0.014762107177980259,"score_gpt":0.2751420444207036,"score_spread":0.26037993724272335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409433513","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4698118,0.002293491,0.4883216,0.005921022,0.00043732655,0.00013782181,0.0005915623,0.0002054646,0.03227987],"genre_scores_gemma":[0.98120683,0.0007447536,0.0058879983,0.00017169697,0.00014530559,0.000047770507,0.000083322775,0.000021830234,0.011690551],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995796,0.00017624258,0.00002190518,0.000084941195,0.000070665345,0.000066668115],"domain_scores_gemma":[0.99885285,0.0005541167,0.00024364736,0.00007331901,0.00011613975,0.00016004773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007920619,0.0006337279,0.0008321849,0.000765398,0.00053536956,0.0014980373,0.0013240232,0.001561776,0.0017553831],"category_scores_gemma":[0.0030591586,0.00033770292,0.00061119406,0.0006998729,0.0012427103,0.0018511976,0.0014014356,0.00078827864,0.00025049443],"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":[0.00021935115,0.00010500312,0.0041442183,0.00020289219,0.00010992516,0.0010419111,0.00028101203,0.6781239,0.0042809765,0.30238694,0.0020402272,0.007063695],"study_design_scores_gemma":[0.00004818828,0.000060923365,0.00060215936,0.000017050332,0.00004269375,0.0001262802,0.00009096967,0.9609395,0.00019413415,0.037139144,0.0007139887,0.000024905325],"about_ca_topic_score_codex":0.0047432096,"about_ca_topic_score_gemma":0.0028117076,"teacher_disagreement_score":0.0047432096,"about_ca_system_score_codex":0.0006746533,"about_ca_system_score_gemma":0.0006571017,"threshold_uncertainty_score":0.009431243},"labels":[],"label_agreement":null},{"id":"W4410347614","doi":"10.1016/j.matcom.2025.04.032","title":"A semi-implicit method for modeling salinity and temperature in variable-density flow","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Variable (mathematics); Flow (mathematics); Salinity; Thermodynamics; Mechanics; Mathematics; Computer science; Geology; Mathematical analysis; Physics","score_opus":0.008403560875403181,"score_gpt":0.2602788778231216,"score_spread":0.2518753169477184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410347614","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030989042,0.0002720664,0.9650815,0.00016276688,0.00015363765,0.00008820144,0.00009168944,0.00034492897,0.0028161842],"genre_scores_gemma":[0.51653934,0.0005516292,0.4727806,0.00015901745,0.00011116368,0.00039843234,0.00020118056,0.000278177,0.008980379],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997981,0.00006224711,0.000013053117,0.000020377902,0.000088424924,0.000017685794],"domain_scores_gemma":[0.9994566,0.0002609408,0.00004765255,0.000047617432,0.00014255651,0.0000446435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006342016,0.00051917863,0.0008353569,0.000296175,0.00076809275,0.00077261555,0.0015936883,0.0013654506,0.0011992673],"category_scores_gemma":[0.0013632695,0.0005317083,0.00077486836,0.00043889342,0.0009688631,0.0009954291,0.0010584091,0.0012642003,0.00027654256],"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":[0.000083458624,0.00009604152,0.00070158474,0.00011796657,0.00003430774,0.000095972566,0.00014771621,0.94060767,0.009464334,0.019272024,0.0007714757,0.028607517],"study_design_scores_gemma":[0.0000062749873,0.000007887398,0.00002842632,0.0000027972815,0.0000020884384,0.000005955748,0.0000034793782,0.9985629,0.0003921312,0.0005297829,0.00045464202,0.0000036648585],"about_ca_topic_score_codex":0.008441308,"about_ca_topic_score_gemma":0.007714711,"teacher_disagreement_score":0.008441308,"about_ca_system_score_codex":0.00048603528,"about_ca_system_score_gemma":0.0018196676,"threshold_uncertainty_score":0.01678431},"labels":[],"label_agreement":null},{"id":"W4410910923","doi":"10.1016/j.matcom.2025.05.012","title":"Model selection and parameter identification analysis in epidemiological models","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Identification (biology); Selection (genetic algorithm); Computer science; Econometrics; Statistics; Mathematics; Machine learning; Biology","score_opus":0.24795238630104827,"score_gpt":0.4347634704832309,"score_spread":0.18681108418218262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410910923","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010580568,0.0006677772,0.9858818,0.0009942221,0.000050633873,0.000034227087,0.00007312189,0.00013446996,0.0015831344],"genre_scores_gemma":[0.7220114,0.0028706195,0.26481584,0.00056732714,0.00053714553,0.00058707804,0.00067230494,0.00030057735,0.0076376763],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9905055,0.00787853,0.00023057297,0.0005918852,0.0005691819,0.00022431494],"domain_scores_gemma":[0.9311661,0.06349678,0.0017516759,0.0015333404,0.0016370885,0.00041510395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010535005,0.0010291914,0.0021923033,0.0023678918,0.0010411126,0.0022361577,0.0018990039,0.001868721,0.0038639947],"category_scores_gemma":[0.071347274,0.0010723256,0.0018090956,0.0018999894,0.0023418507,0.0030335016,0.002473903,0.0029726517,0.0004832646],"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":[0.00011667311,0.000101803314,0.0033989402,0.00022393344,0.00023473326,0.00013886798,0.00027329766,0.68539363,0.00051204057,0.27393284,0.0021758268,0.033497393],"study_design_scores_gemma":[0.00001569745,0.000020202247,0.00028083133,0.000020060044,0.000021607311,0.000022579336,0.000023211454,0.803081,0.00016121134,0.19570649,0.0006352965,0.000011830968],"about_ca_topic_score_codex":0.005293894,"about_ca_topic_score_gemma":0.0029835976,"teacher_disagreement_score":0.010535005,"about_ca_system_score_codex":0.0017099784,"about_ca_system_score_gemma":0.0029243464,"threshold_uncertainty_score":0.055715084},"labels":[],"label_agreement":null},{"id":"W4411201103","doi":"10.1016/j.matcom.2025.05.027","title":"Static Euler–Bernoulli beams with contact forces: Existence, uniqueness, and numerical solutions","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Dynamics and Control of Mechanical Systems","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":"University of Waterloo","funders":"National Institute on Deafness and Other Communication Disorders; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Uniqueness; Bernoulli's principle; Euler's formula; Mathematics; Mathematical analysis; Classical mechanics; Physics; Thermodynamics","score_opus":0.0101112067621365,"score_gpt":0.22341680253871538,"score_spread":0.21330559577657887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411201103","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2050976,0.0015939111,0.7652621,0.0019399904,0.00019796584,0.00013060545,0.00009315916,0.000121512756,0.025563259],"genre_scores_gemma":[0.92372143,0.0011142911,0.06269846,0.00026723024,0.00015186773,0.00021871249,0.000075275544,0.000057526617,0.0116951745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994703,0.00016424066,0.000023618748,0.00008419175,0.00018147669,0.00007623739],"domain_scores_gemma":[0.99886537,0.0005808631,0.00013803031,0.00008038241,0.0002521807,0.00008324177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013259939,0.00070827355,0.00078965526,0.0014383325,0.00095833885,0.00152796,0.0011584393,0.0026881644,0.002263874],"category_scores_gemma":[0.0057675536,0.00085517793,0.00068818557,0.0012570999,0.0031319286,0.0023017304,0.0021006365,0.0012332187,0.0003197872],"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":[0.00020293756,0.00027120227,0.0036843747,0.00030164522,0.00008044754,0.0004976019,0.00074845937,0.3272354,0.02027624,0.5886169,0.003393682,0.05469103],"study_design_scores_gemma":[0.00005273604,0.00007300785,0.0009989479,0.00006456748,0.000022172771,0.0002472147,0.00022518581,0.8647339,0.0046021882,0.12650056,0.002445403,0.00003407617],"about_ca_topic_score_codex":0.0015629213,"about_ca_topic_score_gemma":0.00092212873,"teacher_disagreement_score":0.0026881644,"about_ca_system_score_codex":0.0007341985,"about_ca_system_score_gemma":0.0015835123,"threshold_uncertainty_score":0.007573426},"labels":[],"label_agreement":null},{"id":"W4412714336","doi":"10.1016/j.matcom.2025.07.054","title":"Mesh-based segmentation for automated margin line generation on incisors receiving crown treatment","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"InterDigital (Canada); Mila - Quebec Artificial Intelligence Institute; Polytechnique Montréal","funders":"MEDTEQ+; Natural Sciences and Engineering Research Council of Canada; Institut de Valorisation des Données; King Fahd University of Petroleum and Minerals","keywords":"Margin (machine learning); Crown (dentistry); Segmentation; Computer science; Line (geometry); Orthodontics; Medicine; Mathematics; Artificial intelligence; Geometry; Machine learning","score_opus":0.028189312536252502,"score_gpt":0.3240920620045928,"score_spread":0.2959027494683403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412714336","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35414428,0.0006413505,0.63601166,0.00024061037,0.0001347117,0.00018629438,0.0007019301,0.005367213,0.0025720126],"genre_scores_gemma":[0.79540205,0.00019150118,0.20044397,0.00006375266,0.000023703155,0.000119396675,0.0010983022,0.00032940443,0.0023280457],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968076,0.000038013026,0.000022468103,0.000097538745,0.00011180153,0.000049379578],"domain_scores_gemma":[0.9995697,0.00017926157,0.000050411865,0.000059943093,0.00011957521,0.000021053746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049816415,0.0005285597,0.0006211613,0.0010109032,0.00031715693,0.00063681573,0.00092271104,0.00089336094,0.0023056935],"category_scores_gemma":[0.0013903845,0.00038018107,0.0008807821,0.00048545192,0.00026990188,0.00041628076,0.00062691164,0.00045567538,0.0005890409],"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":[0.0009607308,0.00017680353,0.011348707,0.00031470673,0.00008899698,0.0005262202,0.0006086267,0.3106567,0.09329087,0.0019110505,0.0054692687,0.5746473],"study_design_scores_gemma":[0.0000075215603,0.00006009417,0.0025747162,0.000012824986,0.000016528293,0.00008592902,0.000064543245,0.979082,0.016020652,0.00082697807,0.0012366012,0.000011552184],"about_ca_topic_score_codex":0.0037862507,"about_ca_topic_score_gemma":0.004991514,"teacher_disagreement_score":0.0037862507,"about_ca_system_score_codex":0.00053668034,"about_ca_system_score_gemma":0.00058381824,"threshold_uncertainty_score":0.007713318},"labels":[],"label_agreement":null},{"id":"W4414397135","doi":"10.1016/j.matcom.2025.09.007","title":"On the frequency variation in load-flow calculations for islanded alternating current microgrids","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Microgrid Control and Optimization","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":"Hydro-Québec; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Electricité de France","keywords":"Alternating current; Control theory (sociology); Variation (astronomy); Current (fluid); Frequency response","score_opus":0.010063555333091721,"score_gpt":0.2443984441134211,"score_spread":0.23433488878032938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414397135","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14614907,0.00032970766,0.84699774,0.00021573425,0.000035109464,0.000039073126,0.00007779709,0.0006309085,0.005525004],"genre_scores_gemma":[0.85754734,0.00026739493,0.13984689,0.00004307546,0.000022973009,0.000053117994,0.0001127747,0.0001709548,0.0019354116],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980515,0.000090181966,0.000008091113,0.000022321114,0.0000615071,0.00001278228],"domain_scores_gemma":[0.99917334,0.0005773637,0.00007442359,0.00007302944,0.00008562567,0.000016201384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050241884,0.0005305146,0.00035912704,0.00033570407,0.00033082225,0.00051033066,0.00043511429,0.0003730139,0.0014052364],"category_scores_gemma":[0.002683611,0.00024508144,0.00029602143,0.00045162413,0.00029039278,0.00055960316,0.00047026644,0.0005424716,0.00028956585],"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":[0.000030313946,0.000012599681,0.00068858353,0.00002537871,0.000009856694,0.000041467654,0.00004080078,0.9699317,0.0014412394,0.0023146044,0.0002168599,0.02524648],"study_design_scores_gemma":[0.0000016749185,0.000005790691,0.000103303646,0.0000022986617,0.0000010796383,0.0000057842553,0.0000048345537,0.9989397,0.00023193016,0.00047792366,0.00022444781,0.0000011631556],"about_ca_topic_score_codex":0.009047809,"about_ca_topic_score_gemma":0.0070689507,"teacher_disagreement_score":0.009047809,"about_ca_system_score_codex":0.00029618575,"about_ca_system_score_gemma":0.00058812596,"threshold_uncertainty_score":0.017990291},"labels":[],"label_agreement":null},{"id":"W4414397151","doi":"10.1016/j.matcom.2025.09.023","title":"Special Issue ELECTRIMACS 2024 ENERGY – Modelling and computational simulation of electrical systems, energy storage technologies, microgrids, hydrogen systems, &amp; optimization and forecasting of renewable systems’ operation","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Integrated Energy Systems Optimization","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":"Université de Sherbrooke","funders":"Politecnico di Milano; Universitat Jaume I; Università degli Studi di Salerno; Université de Sherbrooke","keywords":"Renewable energy; Energy (signal processing); Energy storage; Hydrogen storage; Hydrogen fuel; Hydrogen","score_opus":0.012220269158542702,"score_gpt":0.2131621166842023,"score_spread":0.20094184752565958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414397151","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035699403,0.01551237,0.01670983,0.024879355,0.7209643,0.00034091438,0.0025560558,0.002227572,0.21323963],"genre_scores_gemma":[0.01984888,0.01720109,0.0049219755,0.005300426,0.4545578,0.0003228914,0.0060178027,0.0029657378,0.48886338],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884087,0.00018899306,0.00008781696,0.0002181989,0.0005395193,0.00012455908],"domain_scores_gemma":[0.99504024,0.0012092937,0.0003324321,0.00042441013,0.0020136,0.0009800227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022170711,0.0020346262,0.0017885877,0.0025868018,0.0011022121,0.0051289964,0.0014062693,0.0025918717,0.15104854],"category_scores_gemma":[0.003607442,0.000543372,0.0011704748,0.0012221286,0.00085343764,0.0028348174,0.0015838259,0.0026152595,0.049630724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017329116,0.00006959277,0.00018213676,0.0003868021,0.0000410188,0.000099483994,0.000013819726,0.0012224057,0.0007665182,0.0055394084,0.95209193,0.039413538],"study_design_scores_gemma":[0.000031633714,0.000107165506,0.00055122504,0.00017749993,0.000027512013,0.00016901937,0.0000148431745,0.003730501,0.00085525145,0.0044108243,0.98990905,0.000015461641],"about_ca_topic_score_codex":0.00062231475,"about_ca_topic_score_gemma":0.001092231,"teacher_disagreement_score":0.15104854,"about_ca_system_score_codex":0.00095078204,"about_ca_system_score_gemma":0.0014979608,"threshold_uncertainty_score":0.5053077},"labels":[],"label_agreement":null},{"id":"W4414440750","doi":"10.1016/j.matcom.2025.09.018","title":"Small-signal stability analysis of mixed power system integrating grid forming and following inverters-based resources","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Microgrid Control and Optimization","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":"Université de Sherbrooke","funders":"Monash University","keywords":"Electric power system; Stability (learning theory); Benchmark (surveying); Grid; Transient (computer programming); Control theory (sociology); Power grid; Representation (politics); Power (physics)","score_opus":0.00900975896602553,"score_gpt":0.20262829210654826,"score_spread":0.19361853314052274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414440750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.577749,0.00036826733,0.40265328,0.00026511037,0.00004868461,0.000069278576,0.000085642474,0.00035459077,0.018406076],"genre_scores_gemma":[0.9973405,0.000027560973,0.0017310191,0.0000066256193,0.000004065058,0.000008082868,0.000011122236,0.000007509099,0.0008635003],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991024,0.000035279416,0.000003399423,0.000014311436,0.000026718828,0.000010050856],"domain_scores_gemma":[0.9997906,0.00010659148,0.000030227571,0.000012144447,0.000052458487,0.000008013642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022757977,0.00030743546,0.00027445442,0.00021999699,0.00019743241,0.0005337549,0.00033635937,0.0002921347,0.0022629178],"category_scores_gemma":[0.00059863256,0.00012124451,0.0002715313,0.000158896,0.00028786392,0.00035988895,0.00018622896,0.00024979562,0.00013855209],"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":[0.0006521518,0.00009587991,0.0022467473,0.00016775947,0.00011932891,0.00034999626,0.00019187898,0.9039467,0.039969735,0.026305392,0.0007082107,0.025246259],"study_design_scores_gemma":[0.0000036714528,0.00003145319,0.00020208549,0.0000013792786,0.0000047082,0.000008023343,0.000007635016,0.9985934,0.000612838,0.00047221378,0.00006139307,0.000001222949],"about_ca_topic_score_codex":0.0021552306,"about_ca_topic_score_gemma":0.0018081055,"teacher_disagreement_score":0.0022629178,"about_ca_system_score_codex":0.00031812812,"about_ca_system_score_gemma":0.00017944034,"threshold_uncertainty_score":0.007570207},"labels":[],"label_agreement":null},{"id":"W4415214541","doi":"10.1016/j.matcom.2025.10.014","title":"Modified Levin formulation for highly oscillatory Bessel integral transforms","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Mathematical functions and polynomials","field":"Mathematics","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":"Fields Institute for Research in Mathematical Sciences","funders":"Shenzhen Science and Technology Innovation Program; National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Bessel function; Helmholtz equation; Radial basis function; Interpolation (computer graphics); Computation; Quadrature (astronomy); Helmholtz free energy; Integral equation; Basis function","score_opus":0.047749712878980485,"score_gpt":0.3338365930760027,"score_spread":0.2860868801970222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415214541","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050123762,0.0009541473,0.85550725,0.0015236017,0.0006232592,0.00005509879,0.00015200632,0.00024741841,0.090813436],"genre_scores_gemma":[0.6528636,0.0012709114,0.18143766,0.0012184307,0.00068714976,0.00017187167,0.00025548672,0.0010959625,0.16099888],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997763,0.00008387768,0.000010944413,0.000024414452,0.00007887338,0.000025499163],"domain_scores_gemma":[0.9995957,0.00015051384,0.00004208211,0.000050669983,0.0001092681,0.00005184577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007044641,0.00090787746,0.0006999836,0.0010804294,0.0005084484,0.002243802,0.0010538006,0.0017205938,0.009769459],"category_scores_gemma":[0.0020280743,0.0003586624,0.00054823485,0.0006019676,0.0012783799,0.0027332897,0.0013185273,0.0016244064,0.0014357802],"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":[0.000026034011,0.000016165963,0.00007333302,0.000028853541,0.000008524033,0.00008624713,0.00005517174,0.010329679,0.0028286898,0.9820488,0.0009625702,0.0035358637],"study_design_scores_gemma":[0.00002637174,0.00002399192,0.00011143439,0.000021134807,0.000010402416,0.00019839712,0.00006970467,0.4288622,0.0012848786,0.5624159,0.006952721,0.000022788889],"about_ca_topic_score_codex":0.0006434007,"about_ca_topic_score_gemma":0.00094791525,"teacher_disagreement_score":0.009769459,"about_ca_system_score_codex":0.0010068009,"about_ca_system_score_gemma":0.0004770094,"threshold_uncertainty_score":0.03268212},"labels":[],"label_agreement":null},{"id":"W4415291118","doi":"10.1016/j.matcom.2025.10.019","title":"Polytopal mesh agglomeration via geometrical deep learning for three-dimensional heterogeneous domains","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institutes of Health; European Research Council; Politecnico di Milano; European Commission","keywords":"Graph partition; Polygon mesh; Graph; Discretization; Partition (number theory); Domain (mathematical analysis); Exploit; Generalization; Cluster analysis","score_opus":0.01623395809501786,"score_gpt":0.29525965769959084,"score_spread":0.27902569960457296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415291118","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02057858,0.00017995173,0.9765173,0.00016923966,0.000022581646,0.00003053721,0.000066999855,0.0013421524,0.0010925366],"genre_scores_gemma":[0.52267927,0.00028976487,0.4712794,0.00034228532,0.00004561676,0.00016796673,0.0007803919,0.00048675193,0.0039284825],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967337,0.00005732718,0.000019178337,0.00008576138,0.00011811109,0.00004622131],"domain_scores_gemma":[0.9992974,0.00027936668,0.00011022208,0.00013588122,0.00011963728,0.0000575055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005567133,0.00094358466,0.0009930601,0.0012181834,0.00058170676,0.001159729,0.0019358543,0.0014324923,0.001794763],"category_scores_gemma":[0.0019753764,0.0007163672,0.0011910894,0.0008306314,0.0010761474,0.0013165094,0.0020248853,0.0015146674,0.0005148236],"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":[0.000057433826,0.000025759293,0.00085334753,0.000052935906,0.000040558192,0.00006380967,0.000064851745,0.9355626,0.002280923,0.005939636,0.0010430311,0.05401519],"study_design_scores_gemma":[0.0000015991349,0.0000037598797,0.000038158254,0.0000021036576,0.0000017333713,0.000006236529,0.000004813695,0.99748707,0.00030763753,0.0019686013,0.0001765716,0.0000018657967],"about_ca_topic_score_codex":0.0121138105,"about_ca_topic_score_gemma":0.015350754,"teacher_disagreement_score":0.0121138105,"about_ca_system_score_codex":0.0016489147,"about_ca_system_score_gemma":0.0010426616,"threshold_uncertainty_score":0.024086595},"labels":[],"label_agreement":null},{"id":"W4415704521","doi":"10.1016/j.matcom.2025.10.033","title":"A high-order, pressure-robust, and decoupled finite difference method for the Stokes problem","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Advanced Numerical Methods in Computational Mathematics","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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; King Fahd University of Petroleum and Minerals; University of Pittsburgh; National Science Foundation","keywords":"Biharmonic equation; Stream function; Boundary value problem; Constant (computer programming); Boundary (topology); Finite difference method; Dirichlet boundary condition; Finite difference; Domain (mathematical analysis)","score_opus":0.0239575249484764,"score_gpt":0.312883449777615,"score_spread":0.2889259248291386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415704521","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033861797,0.0001013298,0.99446625,0.0001056661,0.000109621855,0.0000359744,0.000038455433,0.00014284751,0.0016138207],"genre_scores_gemma":[0.14464301,0.00032593348,0.8435449,0.00029760387,0.0001959341,0.0003343669,0.0002739384,0.0003085473,0.010075801],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995838,0.0000889104,0.000019478864,0.000055847308,0.0002258768,0.000026174957],"domain_scores_gemma":[0.99942577,0.0002387918,0.00004810916,0.00005329497,0.00016880376,0.00006517828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007082472,0.0006919677,0.0011270124,0.00047606096,0.0005269131,0.0008308926,0.0018768777,0.0018447565,0.0038387855],"category_scores_gemma":[0.0020191253,0.0005188351,0.0009564588,0.00035112433,0.0008057507,0.0011020241,0.002064749,0.0020774317,0.0011003331],"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":[0.00035311814,0.00032979934,0.00078022154,0.0004996004,0.00011569893,0.00025615768,0.000220046,0.6912101,0.061316542,0.07908668,0.0052658003,0.16056626],"study_design_scores_gemma":[0.000018726343,0.00003450726,0.000045473713,0.0000062388854,0.0000059930435,0.00002587024,0.0000044536605,0.9952343,0.001243828,0.0018028925,0.0015678597,0.000009893191],"about_ca_topic_score_codex":0.0016745508,"about_ca_topic_score_gemma":0.0019083449,"teacher_disagreement_score":0.0038387855,"about_ca_system_score_codex":0.00043691104,"about_ca_system_score_gemma":0.0019073262,"threshold_uncertainty_score":0.0128419995},"labels":[],"label_agreement":null},{"id":"W7117455556","doi":"10.1016/j.matcom.2025.12.018","title":"Algorithms for American XVA and free boundary calculations with stochastic counterparty default intensity","year":2025,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","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":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Colleges and Universities","keywords":"Credit risk; Nonlinear system; Valuation of options; Credit valuation adjustment; Valuation (finance); Partial differential equation; Mathematical finance; Basel II; Counterparty","score_opus":0.02069799085920304,"score_gpt":0.25955422546405943,"score_spread":0.2388562346048564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117455556","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010219259,0.00016434224,0.9816227,0.00036894757,0.00014466282,0.000058558977,0.00010587989,0.0009945404,0.006321072],"genre_scores_gemma":[0.22830139,0.00019603674,0.7578418,0.00029271716,0.00022386329,0.0003573121,0.00053139724,0.0012996823,0.010955841],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986039,0.000600181,0.000100389836,0.0002290516,0.0003431337,0.00012347137],"domain_scores_gemma":[0.9903805,0.006831412,0.0003047547,0.0010351117,0.0010280437,0.00042016347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003519289,0.0010573898,0.0015863117,0.002045835,0.0020452207,0.0030617265,0.003310627,0.0029397684,0.022470484],"category_scores_gemma":[0.024320547,0.0012445428,0.0016901973,0.0016988203,0.0015968378,0.0047392133,0.003888569,0.0034860487,0.0035416468],"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":[0.00020592788,0.00016972354,0.0011131326,0.0001246172,0.000083335544,0.00014327657,0.00023317689,0.4101079,0.0008912295,0.4216058,0.0106557915,0.1546661],"study_design_scores_gemma":[0.000028425164,0.000008678384,0.000068596986,0.000014071087,0.0000071410473,0.000017068154,0.000016974687,0.8212594,0.00023674934,0.17705263,0.0012820311,0.0000081302105],"about_ca_topic_score_codex":0.006219076,"about_ca_topic_score_gemma":0.00681991,"teacher_disagreement_score":0.022470484,"about_ca_system_score_codex":0.0018280457,"about_ca_system_score_gemma":0.0026554416,"threshold_uncertainty_score":0.07517123},"labels":[],"label_agreement":null}]}