{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":368,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":368,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"e32fad3e7a8a","filters":{"venue":"Journal of Nonlinear and Variational Analysis"}},"results":[{"id":"W4250355652","doi":"10.23952/jnva.5.2021.1.05","title":"Robust feature selection via nonconvex sparsity-based methods","year":2021,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Face and Expression Recognition","field":"Computer Science","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Đại học Huế; Strong; National Natural Science Foundation of China; National Foundation for Science and Technology Development","keywords":"Feature selection; Computer science; Selection (genetic algorithm); Pattern recognition (psychology); Artificial intelligence; Feature (linguistics); Mathematical optimization; Mathematics; Algorithm","authors":[{"name":"Nguyen Thai An","is_ca":false},{"name":"Pham Dinh Dong","is_ca":false},{"name":"Xiaolong Qin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02600878446879611,"gpt":0.2954556470453584,"spread":0.2694468625765623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001990347,0.0009525343,0.001866729,0.00109152,0.0004151175,0.0008746114,0.001819069,0.001312102,0.001170706],"category_scores_gemma":[0.003769057,0.0006312531,0.0009381567,0.001008373,0.001149624,0.001498971,0.001647866,0.001305883,0.0005184989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005707439,"about_ca_system_score_gemma":0.0009109605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001734489,"about_ca_topic_score_gemma":0.001655705,"domain_scores_codex":[0.998716,0.0004729409,0.00004613413,0.0002428566,0.0004345441,0.00008756881],"domain_scores_gemma":[0.998691,0.0006685473,0.0001975257,0.0001475437,0.0002430014,0.00005237421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008366052,0.00006906507,0.0003989169,0.00009751251,0.00006754997,0.0001030839,0.00005563232,0.8528879,0.006311708,0.01761297,0.002366616,0.1199453],"study_design_scores_gemma":[0.000003395247,0.00001010717,0.00003183837,0.000001859665,0.000001770542,0.00001003265,0.000001611675,0.99732,0.0003045771,0.00212081,0.0001912955,0.000002630222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002686821,0.00008228113,0.9968304,0.00006795756,0.00001047825,0.00001447068,0.00001185242,0.00009978165,0.0001959001],"genre_scores_gemma":[0.391003,0.0004829765,0.6021323,0.0003931179,0.0002383469,0.0003806706,0.0004113579,0.0002277511,0.004730482],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001990347,"threshold_uncertainty_score":0.01052612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404698223","doi":"10.23952/jnva.5.2021.4.09","title":"Convergence analysis of an inertial Tseng’s extragradient algorithm for solving pseudomonotone variational inequalities and applications","year":2021,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Variational inequality; Convergence (economics); Inertial frame of reference; Algorithm; Mathematics; Applied mathematics; Computer science; Physics; Economics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01629708546899557,"gpt":0.2780908640302008,"spread":0.2617937785612052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001765207,0.0009704207,0.0008515794,0.0006494552,0.0004307878,0.0006309102,0.0009523931,0.0008416886,0.002235186],"category_scores_gemma":[0.00312787,0.0003342215,0.00070518,0.0004336542,0.0008509646,0.001143346,0.001072597,0.001175648,0.0002983647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005491263,"about_ca_system_score_gemma":0.001298875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003082961,"about_ca_topic_score_gemma":0.00205901,"domain_scores_codex":[0.9993902,0.0002342799,0.00004356986,0.00007170313,0.0002034577,0.0000566874],"domain_scores_gemma":[0.9992517,0.0003604113,0.00005695681,0.00004966791,0.0002200544,0.00006131022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000261215,0.0001028937,0.0009317393,0.0003061625,0.00008429353,0.000182833,0.0001423587,0.8138508,0.009769193,0.07493693,0.002158566,0.09727307],"study_design_scores_gemma":[0.000006419515,0.00003641911,0.00006339902,0.000004318692,0.000002922513,0.00001474712,0.000004359601,0.9969732,0.0006197774,0.001889184,0.0003817921,0.000003481434],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01225615,0.0002293568,0.9851345,0.0001259381,0.00007561186,0.00004626753,0.00001209613,0.00007676025,0.002043237],"genre_scores_gemma":[0.5565575,0.0008494644,0.4364354,0.0002002434,0.0001976143,0.0003019272,0.0001335091,0.0001479996,0.005176296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003082961,"threshold_uncertainty_score":0.009335399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241229354","doi":"10.23952/jnva.5.2021.1.10","title":"An existence result for a periodic boundary value problem of fractional semilinear differential equations in a Banach space","year":2021,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Nonlinear Differential Equations Analysis","field":"Mathematics","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Banach space; Mathematics; Mathematical analysis; Boundary value problem; C0-semigroup; Space (punctuation); Value (mathematics); Pure mathematics; Computer science","authors":[{"name":"Mikhail A. Kamenskii","is_ca":false},{"name":"Garik Petrosyan","is_ca":false},{"name":"Ching‐Feng Wen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03491158819588186,"gpt":0.3402265718569398,"spread":0.3053149836610579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002772384,0.001571171,0.001518134,0.001850105,0.001488001,0.001900832,0.001303995,0.002444707,0.002991158],"category_scores_gemma":[0.004716184,0.0006555092,0.001608764,0.000607545,0.003859221,0.003557388,0.003475421,0.002521707,0.0003003717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009517483,"about_ca_system_score_gemma":0.001303943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007035579,"about_ca_topic_score_gemma":0.0003997541,"domain_scores_codex":[0.9994179,0.0002180472,0.00003417483,0.0001223961,0.0001284829,0.00007907976],"domain_scores_gemma":[0.9984728,0.0006749908,0.0002275665,0.00007815307,0.0003075624,0.0002389316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001983499,0.0001292436,0.001080614,0.0008316191,0.000155014,0.001389815,0.0009077297,0.03826235,0.02453428,0.9183226,0.002402177,0.01178611],"study_design_scores_gemma":[0.0001306595,0.0003621131,0.001145503,0.0003073777,0.0001271614,0.0009190133,0.0005776851,0.4836143,0.007791317,0.4988476,0.006069944,0.000107231],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2389909,0.005180484,0.7177904,0.005399127,0.0006935225,0.0001569887,0.0001545569,0.000219713,0.0314143],"genre_scores_gemma":[0.8943406,0.00300938,0.08600115,0.000471893,0.0004331674,0.0003627246,0.0002116081,0.0001314963,0.015038],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002991158,"threshold_uncertainty_score":0.01466197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022782421","doi":"10.23952/jnva.2.2018.1.03","title":"Existence and uniqueness of solutions for a nonlinear fractional initial value problem involving Caputo derivatives","year":2018,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universidad de Las Palmas de Gran Canaria","keywords":"Uniqueness; Mathematics; Nonlinear system; Initial value problem; Fractional calculus; Value (mathematics); Applied mathematics; Mathematical analysis; Physics; Statistics","authors":[{"name":"J. Appell","is_ca":false},{"name":"Bel Én L Ópez","is_ca":false},{"name":"Kishin Sadarangani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08786479896711125,"gpt":0.3672832957231087,"spread":0.2794184967559974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002147743,0.001038249,0.001310156,0.001277965,0.00133999,0.002018036,0.001338657,0.003238471,0.001649653],"category_scores_gemma":[0.008767195,0.0004227369,0.001168451,0.0006420815,0.003063689,0.003245522,0.002356546,0.002131899,0.0001765806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009800456,"about_ca_system_score_gemma":0.0009141741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007077705,"about_ca_topic_score_gemma":0.0003494859,"domain_scores_codex":[0.9994658,0.0001198135,0.00004742472,0.0001483873,0.0001308573,0.00008785514],"domain_scores_gemma":[0.9977569,0.001393672,0.0002392166,0.0001100372,0.0003419385,0.000158225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002280389,0.00007063615,0.00138596,0.0008893277,0.00008293783,0.001819173,0.0008632186,0.05599478,0.04210492,0.8722869,0.001415651,0.02285849],"study_design_scores_gemma":[0.00008664104,0.0002469028,0.0009635962,0.0002460707,0.00007970678,0.001023105,0.0004917989,0.6210634,0.02814477,0.3386259,0.008920529,0.00010764],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1235344,0.002427108,0.8571863,0.001704356,0.0003192612,0.0001137702,0.000104347,0.0001067584,0.01450363],"genre_scores_gemma":[0.830169,0.001887783,0.1597802,0.0003457411,0.0003414163,0.0003106006,0.0001640483,0.00009288703,0.006908231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003238471,"threshold_uncertainty_score":0.0113585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231873779","doi":"10.23952/jnva.2.2018.2.07","title":"A Krasnoselskii-type algorithm for approximating solutions of variational inequality problems and convex feasibility problems","year":2018,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"African Capacity Building Foundation; Anhui University of Science and Technology","keywords":"Variational inequality; Mathematics; Regular polygon; Type (biology); Inequality; Applied mathematics; Mathematical optimization; Mathematical analysis; Geometry","authors":[{"name":"C.E. Chidume","is_ca":false},{"name":"Abubakar Adamu","is_ca":false},{"name":"Lois Chinwendu Okereke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05466155751586396,"gpt":0.3008211946683584,"spread":0.2461596371524944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00183137,0.0007793984,0.001009003,0.0007393355,0.0006129494,0.0008837432,0.001327569,0.001767193,0.002185797],"category_scores_gemma":[0.003929331,0.0004768019,0.00081693,0.0006737756,0.001180167,0.001553101,0.001367673,0.001800583,0.0005237642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009632431,"about_ca_system_score_gemma":0.001379833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063459,"about_ca_topic_score_gemma":0.0022453,"domain_scores_codex":[0.9993212,0.000241288,0.00004965843,0.000111666,0.0002324685,0.00004374458],"domain_scores_gemma":[0.9992031,0.0004632085,0.0000661883,0.00005051569,0.0001667829,0.00005013481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001975505,0.0001199004,0.0008384781,0.0002869049,0.00009620829,0.0001330554,0.0002334884,0.6207862,0.01072249,0.2566713,0.001182841,0.1087316],"study_design_scores_gemma":[0.00001005308,0.00004696456,0.00004944671,0.00001037852,0.000004934272,0.00002566468,0.00001011464,0.9861386,0.0007218387,0.01194859,0.001025931,0.000007345679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004307644,0.00008277791,0.9942753,0.00005679522,0.00003253683,0.00003642171,0.000008956757,0.00004237355,0.001157195],"genre_scores_gemma":[0.1913766,0.0002407687,0.8029258,0.00008041133,0.00005809087,0.0003313637,0.0000937536,0.0000818637,0.004811353],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002185797,"threshold_uncertainty_score":0.009685338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206927599","doi":"10.23952/jnva.6.2022.1.07","title":"Fixed points of generalized multi-valued contractive mappings in metric type spaces","year":2022,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Metric space; Mathematics; Type (biology); Fixed point; Pure mathematics; Discrete mathematics; Mathematical analysis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03588543403574929,"gpt":0.3191094732108986,"spread":0.2832240391751493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001360314,0.0009636222,0.0008195103,0.001714597,0.001179424,0.001832385,0.001111622,0.00132762,0.002457613],"category_scores_gemma":[0.003334989,0.0004046934,0.001215933,0.001048143,0.002035719,0.00286735,0.002080817,0.001948311,0.0002726772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201146,"about_ca_system_score_gemma":0.0005485135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008360959,"about_ca_topic_score_gemma":0.0008285231,"domain_scores_codex":[0.9995561,0.000135079,0.00003095688,0.00009704487,0.0001207289,0.00006009413],"domain_scores_gemma":[0.9988965,0.00039764,0.0002057202,0.000103549,0.0002300196,0.0001664596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003718799,0.00002099515,0.0006214002,0.0001038109,0.0000355114,0.0003816222,0.0003486208,0.01057455,0.006658346,0.971459,0.0004163239,0.009342705],"study_design_scores_gemma":[0.00002861048,0.0001410927,0.001031009,0.00007235431,0.00002571852,0.0004894176,0.0003713141,0.1147971,0.002860971,0.8755801,0.004559697,0.00004257744],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3610423,0.002574667,0.6078337,0.0008198131,0.0002960216,0.000109905,0.0001692352,0.00009101727,0.02706333],"genre_scores_gemma":[0.9125292,0.001439984,0.07310157,0.0001196244,0.0001589871,0.0001929449,0.0001535222,0.00005464884,0.01224955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002457613,"threshold_uncertainty_score":0.008715034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4236445968","doi":"10.23952/jnva.4.2020.3.02","title":"Strong convergence of inertial Mann algorithms for solving hierarchical fixed point problems","year":2020,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Convergence (economics); Fixed point; Inertial frame of reference; Algorithm; Mathematics; Computer science; Applied mathematics; Mathematical optimization; Mathematical analysis; Physics; Classical mechanics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03061480542532866,"gpt":0.27088284460946,"spread":0.2402680391841313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00310299,0.001359496,0.001281347,0.001663235,0.001018324,0.001440147,0.002102796,0.001724323,0.004674664],"category_scores_gemma":[0.01228547,0.0008089122,0.001281231,0.0008462194,0.0025296,0.002522216,0.00539555,0.002809762,0.0005944581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127204,"about_ca_system_score_gemma":0.001660233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004038944,"about_ca_topic_score_gemma":0.00422934,"domain_scores_codex":[0.9992092,0.0003812684,0.00003505313,0.00008135048,0.0002012355,0.00009192205],"domain_scores_gemma":[0.9959805,0.002650675,0.0002552115,0.0002645249,0.000558722,0.0002902696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001791889,0.0001128457,0.0009243868,0.0002230112,0.0001142731,0.00007858108,0.0002160716,0.5867742,0.002352117,0.3678288,0.002854996,0.03834147],"study_design_scores_gemma":[0.00001155703,0.00004470142,0.0001058128,0.00001289645,0.000006017296,0.000009636845,0.00001841661,0.9464077,0.0002703709,0.05239572,0.0007096321,0.000007549849],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02401603,0.0004182436,0.9655328,0.0003818111,0.0001295716,0.00007530634,0.0000477997,0.0001696412,0.009228843],"genre_scores_gemma":[0.610267,0.0008273838,0.3671659,0.0004933698,0.0003114094,0.0006308304,0.0004089348,0.0005184024,0.01937667],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004674664,"threshold_uncertainty_score":0.01641035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206912236","doi":"10.23952/jnva.6.2022.1.06","title":"Accelerated inertial subgradient extragradient algorithms with non-monotonic step sizes for equilibrium problems and fixed point problems","year":2022,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Aerospace Engineering and Control Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Subgradient method; Monotonic function; Inertial frame of reference; Fixed point; Point (geometry); Mathematics; Mathematical optimization; Algorithm; Applied mathematics; Computer science; Mathematical analysis; Physics; Geometry","authors":[{"name":"Bing Tan","is_ca":false},{"name":"Sun Young Cho","is_ca":false},{"name":"Jen‐Chih Yao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01012600292941987,"gpt":0.2024008983545651,"spread":0.1922748954251453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001517615,0.001547967,0.001315026,0.0008278219,0.0004163186,0.0006410033,0.001511504,0.001019711,0.001686972],"category_scores_gemma":[0.002932915,0.0005571789,0.0009148629,0.0005470057,0.0007544456,0.001367967,0.00108769,0.001782761,0.0004940103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006111783,"about_ca_system_score_gemma":0.0009853556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441958,"about_ca_topic_score_gemma":0.002548733,"domain_scores_codex":[0.9994888,0.0002330863,0.00003432343,0.00005018785,0.000154604,0.00003891068],"domain_scores_gemma":[0.9994296,0.0002605387,0.00007482126,0.00005473957,0.0001318902,0.0000483169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001837665,0.0001232007,0.0006227214,0.0003492924,0.00009359408,0.0002050152,0.0002498054,0.6925644,0.008945199,0.1309483,0.002550794,0.1631639],"study_design_scores_gemma":[0.00001685805,0.00005503237,0.00007145024,0.00001007265,0.000005101157,0.00002169196,0.000006344401,0.9930772,0.0007621719,0.004423633,0.001542942,0.000007521627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003894839,0.0002489101,0.9947668,0.00005470953,0.00004139443,0.00003106971,0.000007584284,0.00009398557,0.0008606664],"genre_scores_gemma":[0.2132961,0.0007411574,0.7807878,0.0001255753,0.0001295037,0.0003513672,0.0001058771,0.0001620898,0.004300515],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002441958,"threshold_uncertainty_score":0.008026004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233953722","doi":"10.23952/jnva.2.2018.1.05","title":"Two simple relaxed perturbed extragradient methods for solving variational inequalities in Euclidean spaces","year":2018,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Simple (philosophy); Variational inequality; Euclidean geometry; Mathematics; Applied mathematics; Inequality; Pure mathematics; Algebra over a field; Calculus (dental); Mathematical optimization; Mathematical analysis; Geometry; Medicine; Epistemology; Philosophy; Orthodontics","authors":[{"name":"Aviv Gibali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03529607996239204,"gpt":0.3561457855130155,"spread":0.3208497055506235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001553007,0.001279827,0.001223035,0.0005757863,0.0003117102,0.00104255,0.001605842,0.001440998,0.00189407],"category_scores_gemma":[0.003645658,0.0005845156,0.001123081,0.0004922978,0.0009894897,0.001757149,0.001677135,0.002191367,0.0005461096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005896225,"about_ca_system_score_gemma":0.0008586871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001210066,"about_ca_topic_score_gemma":0.001001693,"domain_scores_codex":[0.9989917,0.0004945071,0.00006958711,0.0001341698,0.0002477563,0.00006240211],"domain_scores_gemma":[0.9993386,0.0002675746,0.00007081566,0.00009870573,0.0001507637,0.00007360498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004410144,0.000140924,0.0005558752,0.0005545843,0.0001986534,0.0002892379,0.0002999975,0.6432675,0.01905869,0.1913051,0.003278506,0.1406098],"study_design_scores_gemma":[0.00003003138,0.0001101436,0.0001412411,0.00002238988,0.00001317548,0.00008334209,0.00001266185,0.9821477,0.002123278,0.0121471,0.003143097,0.00002582694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0040193,0.0004553916,0.9939021,0.0001306751,0.00009781374,0.00004507929,0.00002675441,0.00006869839,0.00125422],"genre_scores_gemma":[0.1928715,0.0009437145,0.7994379,0.0001959053,0.0001474815,0.0002879743,0.0001789818,0.0001375484,0.005799091],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00189407,"threshold_uncertainty_score":0.008213222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4244113138","doi":"10.23952/jnva.4.2020.1.06","title":"Nesterov perturbations and projection methods applied to IMRT","year":2020,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Numerical methods for differential equations","field":"Mathematics","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Projection (relational algebra); Computer science; Mathematics; Artificial intelligence; Algorithm","authors":[{"name":"Esther Bonacker","is_ca":false},{"name":"Aviv Gibali","is_ca":false},{"name":"Karl‐Heinz Küfer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0935710232321839,"gpt":0.4108169217765467,"spread":0.3172458985443628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005947466,0.000898051,0.0005596373,0.0004043074,0.0003463972,0.0005277978,0.0005471626,0.0007755118,0.00134079],"category_scores_gemma":[0.002274991,0.0003734193,0.0003831059,0.0003830536,0.0009902224,0.0009527834,0.00134183,0.001101828,0.0003329225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003950406,"about_ca_system_score_gemma":0.00060313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001621645,"about_ca_topic_score_gemma":0.001126713,"domain_scores_codex":[0.9995969,0.0001896898,0.00001823826,0.0000466489,0.0001307757,0.00001777909],"domain_scores_gemma":[0.9996488,0.0001805256,0.00005479901,0.00003487564,0.00005512335,0.00002583126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001752375,0.00002684592,0.0003968193,0.0002990477,0.0000474202,0.0001874967,0.0001369981,0.7634941,0.01850767,0.1267829,0.001508955,0.0884364],"study_design_scores_gemma":[0.000006174798,0.00003624143,0.00007570931,0.00001348942,0.000004569798,0.00005120741,0.00000663779,0.9824499,0.00338247,0.01114317,0.002820426,0.00001001721],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005034147,0.0005501423,0.9909815,0.0001751061,0.000114312,0.00003696192,0.00001848718,0.0001274169,0.002961872],"genre_scores_gemma":[0.4375336,0.001651546,0.5514438,0.0002480487,0.0002209786,0.0002767522,0.00008647318,0.000306224,0.008232598],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001621645,"threshold_uncertainty_score":0.004485369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231716412","doi":"10.23952/jnva","title":"Journal of Nonlinear and Variational Analysis","year":2017,"lang":"en","type":"paratext","venue":"Journal of Nonlinear and Variational Analysis","topic":"","field":"","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Nonlinear system; Variational analysis; Applied mathematics; Mathematics; Mathematical economics; Computer science; Physics; Quantum mechanics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02116535460516968,"gpt":0.3131978000140351,"spread":0.2920324454088655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001940597,0.001774391,0.001717712,0.002889147,0.001290685,0.008529131,0.001405992,0.002450772,0.1162999],"category_scores_gemma":[0.006789655,0.0005612174,0.0007550796,0.002988444,0.002472149,0.004098907,0.002913393,0.005380869,0.03225248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002788258,"about_ca_system_score_gemma":0.003364506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003734283,"about_ca_topic_score_gemma":0.006586489,"domain_scores_codex":[0.9987129,0.0002641888,0.00007700118,0.0002337238,0.0006378298,0.00007438483],"domain_scores_gemma":[0.9971246,0.0009314377,0.0001642695,0.0004721033,0.0009023233,0.0004051929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005399534,0.0001041975,0.000526743,0.0003855483,0.00005401095,0.00009678953,0.0001070392,0.003868737,0.0004690537,0.4872643,0.3792848,0.1277848],"study_design_scores_gemma":[0.00002288605,0.00002780165,0.001006199,0.0002577576,0.00003900701,0.0002103842,0.00009335135,0.0273953,0.0005564956,0.601948,0.3684151,0.00002764811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005285508,0.03024076,0.1170367,0.02455799,0.03820512,0.000137841,0.005023479,0.001182543,0.7783301],"genre_scores_gemma":[0.07566743,0.02461134,0.03604868,0.001515281,0.01719033,0.0002097216,0.003438874,0.002186656,0.8391317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8837001,"threshold_uncertainty_score":0.3890617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243862613","doi":"10.23952/jnva.2.2018.1.08","title":"On Reich’s strict fixed point theorem for multi-valued operators in complete metric spaces","year":2018,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Fixed-point theorem; Mathematics; Metric space; Pure mathematics; Metric (unit); Discrete mathematics; Economics","authors":[{"name":"Adrian ̧el","is_ca":false},{"name":"Gabriela ̧el","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0549073904792065,"gpt":0.3419016183716128,"spread":0.2869942278924063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004359719,0.0007242861,0.0008614907,0.00217973,0.001083612,0.001400207,0.001316678,0.001248642,0.004104259],"category_scores_gemma":[0.005422434,0.0003845783,0.001873971,0.001229231,0.003461971,0.005031141,0.004266283,0.003304434,0.000711108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006976976,"about_ca_system_score_gemma":0.0005634535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006590607,"about_ca_topic_score_gemma":0.0005224309,"domain_scores_codex":[0.9991585,0.0002544546,0.00005629251,0.0001365255,0.0002906065,0.000103556],"domain_scores_gemma":[0.9976896,0.00113021,0.0001773288,0.0003097235,0.0004874419,0.0002057048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002263691,0.00001023446,0.0002268784,0.00007538624,0.00001900626,0.0001235073,0.0001314546,0.001519944,0.001532142,0.9894209,0.00106527,0.005852683],"study_design_scores_gemma":[0.000008911577,0.00006825192,0.0006305995,0.00002554053,0.00001848091,0.0002144505,0.00005581343,0.01401298,0.0009477751,0.9785014,0.005493912,0.00002207743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1102154,0.003638908,0.7970067,0.003857415,0.0009499792,0.0001036098,0.0002751479,0.0001898921,0.08376301],"genre_scores_gemma":[0.812756,0.004541582,0.1292845,0.001839767,0.001150832,0.0002079871,0.0003313472,0.0002441899,0.04964381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004359719,"threshold_uncertainty_score":0.02305669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246818668","doi":"10.23952/jnva.5.2021.1.06","title":"An accelerated forward-backward splitting algorithm for solving inclusion problems with applications to regression and link prediction problems","year":2021,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Indian Institute of Technology (BHU) Varanasi","keywords":"Link (geometry); Computer science; Regression; Inclusion (mineral); Algorithm; Mathematical optimization; Mathematics; Statistics; Psychology","authors":[{"name":"Abhishek Dixit","is_ca":false},{"name":"Dr.Ajay kumar Sahu","is_ca":false},{"name":"Pankaj Gautam","is_ca":false},{"name":"Tanmoy Som","is_ca":false},{"name":"Jen‐Chih Yao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0421156687014503,"gpt":0.3593229801253484,"spread":0.3172073114238981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001927097,0.0009036353,0.001017954,0.0007607268,0.0005664223,0.0005711793,0.001425752,0.00147032,0.002289611],"category_scores_gemma":[0.002883224,0.000438511,0.0008228598,0.0006455843,0.0008384431,0.001271604,0.001664898,0.002017865,0.0005253882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004443975,"about_ca_system_score_gemma":0.00195377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003593,"about_ca_topic_score_gemma":0.003372347,"domain_scores_codex":[0.9995345,0.0001283118,0.000027968,0.00006281036,0.0002043814,0.00004208423],"domain_scores_gemma":[0.9989457,0.0005294717,0.00006339143,0.00006758519,0.000315549,0.00007834856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000264909,0.0002517072,0.001752306,0.0004014747,0.0001109401,0.0003039958,0.0003254936,0.5990232,0.02494524,0.07828006,0.004762175,0.2895786],"study_design_scores_gemma":[0.00001189172,0.00002618283,0.00004471494,0.000005726073,0.000003530814,0.00002500679,0.000007266002,0.9932554,0.0008142249,0.00504336,0.0007583847,0.000004286741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005254558,0.0001455833,0.9935481,0.0001059021,0.00004381153,0.00003973223,0.00001503519,0.0001016474,0.0007456564],"genre_scores_gemma":[0.1437165,0.0002968206,0.8512785,0.0001454875,0.00008914609,0.0002982483,0.0001495396,0.0001044813,0.00392135],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003593,"threshold_uncertainty_score":0.01019156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4236977258","doi":"10.23952/jnva.4.2020.1.05","title":"A projected dynamic system associated with a cybersecurity investment model with budget constraints and fixed demands","year":2020,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Information and Cyber Security","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Investment (military); Computer security; Budget constraint; Computer science; Business; Operations research; Economics; Microeconomics; Engineering; Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00936062117966658,"gpt":0.2154117570359828,"spread":0.2060511358563162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004180067,0.0006387228,0.0005861424,0.0004468507,0.0004037434,0.00124868,0.0008097729,0.001034049,0.005340606],"category_scores_gemma":[0.0009927687,0.0003608926,0.0005569553,0.0005510098,0.0009365483,0.001403676,0.001132236,0.001095304,0.0002611662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009240042,"about_ca_system_score_gemma":0.001343983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009592604,"about_ca_topic_score_gemma":0.005507182,"domain_scores_codex":[0.9996785,0.0001025074,0.0000123722,0.00009777433,0.00006143798,0.00004733129],"domain_scores_gemma":[0.9996828,0.0001193555,0.00006580081,0.00001827895,0.00007400252,0.00003984214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003011752,0.00001795277,0.000810173,0.00005554238,0.00003318862,0.0002008699,0.00006674952,0.8693493,0.001789822,0.1228757,0.0004950878,0.004275519],"study_design_scores_gemma":[0.000006085445,0.000015973,0.0001379795,0.000004462247,0.000005019374,0.00002537951,0.00002056672,0.9807056,0.0001446294,0.01841896,0.0005073914,0.000007999442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1105677,0.0002291626,0.8725883,0.0006008574,0.00006541144,0.00006207145,0.0003785398,0.0001300783,0.01537784],"genre_scores_gemma":[0.9554067,0.0003321174,0.03431536,0.00006337681,0.00003504148,0.0001725233,0.0003287325,0.00002944339,0.009316689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009592604,"threshold_uncertainty_score":0.01907349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3087180137","doi":"10.23952/jnva.3.2019.2.08","title":"Convergence theorems of common solutions for fixed point, variational inequality and equilibrium problems","year":2019,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Variational inequality; Convergence (economics); Mathematics; Mathematical economics; Applied mathematics; Fixed point; Inequality; Fixed-point theorem; Mathematical analysis; Economics","authors":[{"name":"Naseer Shahzad","is_ca":false},{"name":"Habtu Zegeye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02209287738500961,"gpt":0.2681275900292804,"spread":0.2460347126442708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01088136,0.001954185,0.001686356,0.003259122,0.001562128,0.002659306,0.002689856,0.002506078,0.003350957],"category_scores_gemma":[0.0208856,0.0006378405,0.003691104,0.001505025,0.004431804,0.00502035,0.006564246,0.005722175,0.0006089697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00248951,"about_ca_system_score_gemma":0.002499429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003382507,"about_ca_topic_score_gemma":0.001804472,"domain_scores_codex":[0.9962309,0.001679341,0.000200224,0.0005100181,0.001128043,0.0002514014],"domain_scores_gemma":[0.9927956,0.004234235,0.0004501872,0.000369153,0.001760321,0.0003903784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003832077,0.00003517545,0.0003849713,0.0001840876,0.00008217197,0.0001640526,0.0004959914,0.03363953,0.002344927,0.9475534,0.0008579616,0.01421945],"study_design_scores_gemma":[0.00003326563,0.0001680261,0.0002532977,0.0001322003,0.00005161026,0.0002788272,0.0002240109,0.5277264,0.002930882,0.461646,0.006501866,0.00005354931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007720271,0.0005926411,0.9852988,0.0003154384,0.00007007713,0.00009253949,0.00002776772,0.00005504101,0.005827439],"genre_scores_gemma":[0.382318,0.002211699,0.6003074,0.0004111623,0.000301142,0.001153503,0.0002074446,0.0004094396,0.01268015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01088136,"threshold_uncertainty_score":0.05754685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312804033","doi":"10.23952/jnva.6.2022.4.01","title":"Some general Hurwitz-Lerch type Zeta functions associated with the Srivastava-Daoust multiple hypergeometric functions","year":2022,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Advanced Mathematical Identities","field":"Mathematics","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Mathematics; Hypergeometric function; Type (biology); Pure mathematics; Algebra over a field","authors":[{"name":"H. M. Srivastava","is_ca":true},{"name":"R. S. Chandel","is_ca":false},{"name":"Hemant Kumar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04329543696891785,"gpt":0.2883522332451998,"spread":0.2450567962762819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006734713,0.0006519038,0.0006114111,0.002751427,0.00131676,0.0018997,0.0007385788,0.0008484639,0.002641811],"category_scores_gemma":[0.002180609,0.0002643606,0.000884434,0.001154889,0.001842281,0.00301901,0.001081832,0.001498392,0.0003697838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012353,"about_ca_system_score_gemma":0.0006071968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005088904,"about_ca_topic_score_gemma":0.0003447906,"domain_scores_codex":[0.9996544,0.00006289475,0.00001943124,0.00007000536,0.0001082762,0.00008493742],"domain_scores_gemma":[0.999198,0.0002155809,0.0001906416,0.00007287637,0.0001479956,0.0001748668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004817443,0.00002165347,0.001860185,0.00006626928,0.00001906823,0.0008334654,0.0004374645,0.00352494,0.005141408,0.9793688,0.0005776244,0.008101091],"study_design_scores_gemma":[0.00003089143,0.00008461165,0.003412892,0.00006604523,0.00003785237,0.003187313,0.0007809285,0.06683002,0.00593541,0.9119069,0.00764698,0.00008024328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8043787,0.001839838,0.1430772,0.0008779027,0.0002428964,0.0000634239,0.0001224759,0.0001898879,0.0492076],"genre_scores_gemma":[0.987059,0.0005971393,0.006466099,0.00006868722,0.0001519787,0.00003789115,0.00007571826,0.0000316236,0.005511863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002751427,"threshold_uncertainty_score":0.0088377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245655169","doi":"10.23952/jnva.3.2019.2.03","title":"Local fixed point results for graphic contractions","year":2019,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Computer graphics (images); Mathematics","authors":[{"name":"Adrian ̧el","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01930870236111709,"gpt":0.2955969018445025,"spread":0.2762881994833855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001479008,0.001065888,0.001087325,0.002681149,0.001567413,0.0015453,0.00129871,0.001319942,0.01061643],"category_scores_gemma":[0.004910599,0.0003371458,0.001722144,0.001302708,0.003200523,0.003416001,0.003160189,0.003450233,0.00122416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258537,"about_ca_system_score_gemma":0.0005244534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009095065,"about_ca_topic_score_gemma":0.0009638875,"domain_scores_codex":[0.9994406,0.0001816431,0.00002329812,0.0001199216,0.0001494166,0.00008510013],"domain_scores_gemma":[0.9979792,0.000976512,0.0002463385,0.0001601912,0.0003453765,0.0002923929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002034365,0.00001709337,0.000239028,0.0001240179,0.00001887875,0.0002170198,0.0002692892,0.006658886,0.001734721,0.9837027,0.001464581,0.005533337],"study_design_scores_gemma":[0.00001724634,0.00007441829,0.0005270793,0.00005119497,0.00003106423,0.0002827428,0.0002535772,0.0377911,0.001019487,0.9532518,0.006675449,0.0000248894],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1477864,0.004557996,0.6924809,0.002986029,0.0004148664,0.0001109692,0.0003139702,0.0002444557,0.1511045],"genre_scores_gemma":[0.8650149,0.003819258,0.05365987,0.0010416,0.0008997436,0.000316684,0.0004888869,0.0004286344,0.07433049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01061643,"threshold_uncertainty_score":0.03551549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312668443","doi":"10.23952/jnva.6.2022.5.08","title":"Optimal feedback control for a class of second-order evolution differential inclusions with Clarke’s subdifferential","year":2022,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Contact Mechanics and Variational Inequalities","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Natural Science Foundation of China; European Commission","keywords":"Differential inclusion; Subderivative; Class (philosophy); Order (exchange); Mathematics; Differential (mechanical device); Applied mathematics; Control (management); Mathematical economics; Control theory (sociology); Mathematical optimization; Computer science; Philosophy; Economics; Epistemology; Physics; Regular polygon; Artificial intelligence; Geometry; Thermodynamics; Convex optimization","authors":[{"name":"Jun Chen","is_ca":false},{"name":"Zhenhai Liu","is_ca":false},{"name":"Ф. Е. Ломовцев","is_ca":false},{"name":"Valeri Obukhovskiĭ","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01163077044281965,"gpt":0.2420630683938129,"spread":0.2304322979509932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009619802,0.0008089099,0.0007559396,0.000465469,0.0004091688,0.0009845144,0.0006741249,0.0008849271,0.000629806],"category_scores_gemma":[0.001309613,0.0003460325,0.0007114408,0.0002708412,0.00113056,0.0008158634,0.001330609,0.0007491322,0.00005496339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009950972,"about_ca_system_score_gemma":0.001020139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00248042,"about_ca_topic_score_gemma":0.001214646,"domain_scores_codex":[0.9995074,0.0001314747,0.00002507747,0.0001253279,0.0001412144,0.00006953027],"domain_scores_gemma":[0.9993855,0.0002770778,0.0001453196,0.00002636405,0.0001167475,0.00004890862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002263441,0.0001391809,0.001959317,0.0004269782,0.0001290005,0.0006371058,0.0005697572,0.6359528,0.03953786,0.2998298,0.0007325442,0.0198593],"study_design_scores_gemma":[0.00002085502,0.0001313984,0.000312958,0.00001171573,0.00001315068,0.00005988889,0.00004782009,0.9796592,0.002477387,0.01647571,0.0007787834,0.00001111753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2077606,0.0005597441,0.7856659,0.0003385608,0.00006532744,0.0000722656,0.00004368686,0.0000672631,0.005426698],"genre_scores_gemma":[0.9759228,0.0002443652,0.0201885,0.00003998858,0.00001925931,0.00009423024,0.00003510391,0.00001190491,0.00344388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00248042,"threshold_uncertainty_score":0.00721997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754888817","doi":"10.23952/jnva.2.2018.2.03","title":"On modulated ergodic theorems","year":2018,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Advanced Banach Space Theory","field":"Mathematics","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Ergodic theory; Mathematics; Pure mathematics; Mathematical economics","authors":[{"name":"Tanja Eisner","is_ca":false},{"name":"Michael Lin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01989891396333291,"gpt":0.3179928475799715,"spread":0.2980939336166386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001684648,0.0006332075,0.0005859514,0.001727134,0.000895355,0.001537452,0.0008031609,0.0008807824,0.005265006],"category_scores_gemma":[0.005164535,0.0002011219,0.0007949448,0.0008638794,0.001689687,0.00297707,0.002248694,0.001665802,0.0006352627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326137,"about_ca_system_score_gemma":0.000499677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009764475,"about_ca_topic_score_gemma":0.0006280069,"domain_scores_codex":[0.9994631,0.0001732755,0.00002999444,0.00008193274,0.0001651231,0.00008648376],"domain_scores_gemma":[0.9982589,0.0009714014,0.0001604632,0.0002114075,0.0002402998,0.000157655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002963595,0.0000120097,0.0002166956,0.00003637904,0.00001160466,0.0000840906,0.0000875315,0.002325218,0.001103722,0.9898171,0.001020311,0.0052556],"study_design_scores_gemma":[0.00001769709,0.00004629486,0.0005222907,0.00003326661,0.00001915395,0.0001525725,0.00005832711,0.04126223,0.001147376,0.9487836,0.007940519,0.00001664337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3809856,0.008826156,0.3630962,0.006563619,0.001274797,0.0001364956,0.0008837033,0.000390336,0.2378432],"genre_scores_gemma":[0.9366363,0.00349482,0.02136443,0.001012745,0.001181388,0.0001329448,0.0003583327,0.0001395733,0.03567953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005265006,"threshold_uncertainty_score":0.01761317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312940312","doi":"10.23952/jnva.6.2022.6.07","title":"A nonmonotone gradient method for constrained multiobjective optimization problems","year":2022,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Advanced Multi-Objective Optimization Algorithms","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Mathematical optimization; Multi-objective optimization; Computer science; Gradient method; Proximal Gradient Methods; Constrained optimization; Mathematics; Gradient descent; Artificial intelligence; Artificial neural network","authors":[{"name":"Xiaopeng Zhao","is_ca":false},{"name":"Jen‐Chih Yao","is_ca":false},{"name":"Yonghong Yao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01327828570408893,"gpt":0.2868655736015706,"spread":0.2735872878974817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055149,0.0008909425,0.0008181125,0.000472238,0.0003188459,0.0005040202,0.000711574,0.0008921756,0.001866724],"category_scores_gemma":[0.00100251,0.0003417409,0.0005081512,0.0003769422,0.0006834819,0.0008566501,0.0008061063,0.0008950065,0.0004452751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003763282,"about_ca_system_score_gemma":0.0008591564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009003322,"about_ca_topic_score_gemma":0.001329734,"domain_scores_codex":[0.9996668,0.0001474193,0.00001236478,0.00004487214,0.0001099023,0.00001859562],"domain_scores_gemma":[0.9998173,0.00008556751,0.00002034662,0.00001187069,0.00004674247,0.00001818366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001239745,0.0001303944,0.0004372135,0.0004929572,0.00009985326,0.0002865949,0.0001178086,0.7137049,0.0261714,0.1592921,0.001783915,0.09735878],"study_design_scores_gemma":[0.00001279757,0.00008157379,0.00006915853,0.00001301143,0.000004790451,0.00003779094,0.000004369615,0.9881839,0.0009212923,0.008358747,0.002303361,0.000009257783],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003631432,0.0002439322,0.9943651,0.00007556092,0.00004102714,0.00004369045,0.00001033245,0.00003377998,0.00155512],"genre_scores_gemma":[0.2473377,0.0007955277,0.7405168,0.0002680235,0.0001112988,0.0003823153,0.00006924567,0.0001254923,0.01039374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001866724,"threshold_uncertainty_score":0.006244838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404697657","doi":"10.23952/jnva.5.2021.5.12","title":"An inertial algorithm with a self-adaptive step size for a split equilibrium problem and a fixed point problem of an infinite family of strict pseudo-contractions","year":2021,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Aerospace Engineering and Control Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Research Foundation","keywords":"Fixed point; Inertial frame of reference; Mathematics; Algorithm; Mathematical optimization; Point (geometry); Applied mathematics; Computer science; Mathematical analysis; Physics; Geometry; Classical mechanics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005351864562655264,"gpt":0.209326395611638,"spread":0.2039745310489827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072375,0.0005662509,0.0007073477,0.0004158603,0.0004955851,0.0005235751,0.001175157,0.001314797,0.001802023],"category_scores_gemma":[0.001978291,0.0002898741,0.0005429762,0.000217154,0.001036233,0.001178812,0.001475165,0.001074563,0.0002440154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003332289,"about_ca_system_score_gemma":0.0009144006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038587,"about_ca_topic_score_gemma":0.001050829,"domain_scores_codex":[0.9997202,0.00007855952,0.00002260297,0.00005412303,0.00009787123,0.00002668172],"domain_scores_gemma":[0.9994372,0.0002680937,0.00008048397,0.00005323838,0.0001004572,0.00006055039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001736913,0.0001659609,0.001651799,0.000270891,0.00006337964,0.0003484379,0.0004297677,0.6765841,0.02369994,0.1792995,0.001202915,0.1161096],"study_design_scores_gemma":[0.00001121444,0.00006597173,0.00005628742,0.000007304002,0.000003518067,0.00003066323,0.00001235294,0.9940102,0.0009660893,0.004340784,0.0004885364,0.000007107552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01338863,0.0000576401,0.9855312,0.00006453878,0.0000200059,0.00003281598,0.000003503697,0.0000359565,0.0008657794],"genre_scores_gemma":[0.4317143,0.0001814113,0.5640059,0.00009349213,0.00004687845,0.0003843639,0.00004335697,0.00005788959,0.003472397],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001802023,"threshold_uncertainty_score":0.006028354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252220371","doi":"10.23952/jnva.4.2020.3.09","title":"Two solutions for a parametric singular p-Laplacian problem","year":2020,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Nonlinear Partial Differential Equations","field":"Mathematics","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Parametric statistics; Mathematics; Applied mathematics; Laplace operator; Medicine; Mathematical analysis; Statistics","authors":[{"name":"Pasquale Candito","is_ca":false},{"name":"Umberto Guarnotta","is_ca":false},{"name":"Kanishka Perera","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09045727295881743,"gpt":0.3458402792888476,"spread":0.2553830063300301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009220308,0.001049525,0.0007558826,0.001004413,0.001197163,0.001743632,0.001025258,0.003201267,0.003658987],"category_scores_gemma":[0.003244702,0.000426302,0.0009453722,0.0002694959,0.002837505,0.00260602,0.00371447,0.002202078,0.0003991849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007624301,"about_ca_system_score_gemma":0.000835066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004624989,"about_ca_topic_score_gemma":0.0002219763,"domain_scores_codex":[0.9996278,0.00008027286,0.00002488275,0.00009846949,0.00009940103,0.00006906372],"domain_scores_gemma":[0.9992363,0.0002591033,0.0001297664,0.00003807059,0.0001409071,0.0001958168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003390948,0.0001444862,0.001148925,0.0003093113,0.00005040132,0.001729468,0.0009360021,0.04543296,0.06491822,0.8694578,0.001244946,0.01428832],"study_design_scores_gemma":[0.0001639864,0.0004808644,0.0008335401,0.0001275396,0.00004531293,0.001252647,0.001118924,0.5224204,0.01934389,0.4486208,0.005471637,0.0001204445],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3464129,0.0005099128,0.6243018,0.002643251,0.0002873456,0.0001748178,0.00009617476,0.0001505136,0.02542325],"genre_scores_gemma":[0.8946596,0.0003208127,0.08046602,0.0003627951,0.0001349822,0.000221275,0.0001395461,0.0000731093,0.02362172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003658987,"threshold_uncertainty_score":0.01224053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129015561","doi":"10.23952/jnva.4.2020.3.07","title":"The generic stability of solutions for vector quasi-equilibrium problems on Hadamard manifolds","year":2020,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Viet Nam National University Ho Chi Minh City","keywords":"Hadamard transform; Stability (learning theory); Mathematics; Pure mathematics; Vector (molecular biology); Hadamard three-lines theorem; Applied mathematics; Mathematical analysis; Hadamard matrix; Computer science; Chemistry","authors":[{"name":"Nguyễn Văn Hùng","is_ca":false},{"name":"Lê Văn Đại","is_ca":false},{"name":"Elisabeth Öbis","is_ca":false},{"name":"Jen‐Chih Yao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04343626461664062,"gpt":0.2566004390099626,"spread":0.213164174393322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001532753,0.0006755982,0.0009495233,0.00120517,0.000954779,0.001799994,0.0009139164,0.00118272,0.002050664],"category_scores_gemma":[0.003605847,0.0003058906,0.001043153,0.0004713691,0.002235116,0.003052603,0.002254217,0.001146147,0.0001446251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351062,"about_ca_system_score_gemma":0.0004869421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000767367,"about_ca_topic_score_gemma":0.0004860211,"domain_scores_codex":[0.9994457,0.0001457307,0.00004447932,0.0001269047,0.0001572281,0.00007994382],"domain_scores_gemma":[0.9989016,0.0003718212,0.0002647523,0.0000971536,0.0002579587,0.0001067213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004750996,0.00001900261,0.001029719,0.0001428663,0.00004924083,0.0001865973,0.0002120878,0.03907904,0.008827779,0.9443476,0.0003470267,0.005711352],"study_design_scores_gemma":[0.00002551715,0.0001319852,0.001372788,0.00005809683,0.00002500511,0.0003136677,0.0002798122,0.4756781,0.004679614,0.5146359,0.002753203,0.00004627866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.359691,0.001715015,0.6236756,0.001105205,0.0001185826,0.00008338365,0.00018925,0.00008842871,0.01333355],"genre_scores_gemma":[0.9680882,0.0005977385,0.02846788,0.00006679441,0.00006804624,0.00007506947,0.00009991824,0.00002627572,0.002510021],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002050664,"threshold_uncertainty_score":0.009802639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285248493","doi":"10.23952/jnva.6.2022.3.07","title":"Algorithm for generalized hybrid operators with numerical analysis and applications","year":2022,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Differential Equations and Numerical Methods","field":"Mathematics","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Algorithm; Mathematics; Applied mathematics","authors":[{"name":"Gabriela Ioana Usurelu","is_ca":false},{"name":"Mihai Postolache","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02687011658802688,"gpt":0.3333746891571844,"spread":0.3065045725691575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009746932,0.0005194073,0.0004447351,0.0005825701,0.0003816567,0.0006503859,0.0008804124,0.0009785118,0.004076813],"category_scores_gemma":[0.001960117,0.0002246005,0.0005727385,0.0004345988,0.001030155,0.0007227042,0.001517458,0.001318331,0.0006222038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005120082,"about_ca_system_score_gemma":0.0007916816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457282,"about_ca_topic_score_gemma":0.001295699,"domain_scores_codex":[0.9996948,0.0001245523,0.00001730739,0.00003511973,0.0001079683,0.00002029599],"domain_scores_gemma":[0.9995104,0.0002224549,0.00003613629,0.00006247179,0.0001439819,0.000024634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001154412,0.00004644721,0.0005275513,0.0002421184,0.00006737797,0.000139803,0.0002170297,0.3163654,0.01401387,0.5041077,0.003122276,0.1610351],"study_design_scores_gemma":[0.0000145689,0.0000295855,0.00005555238,0.0000131363,0.000004146486,0.00004420523,0.00001122821,0.9594868,0.0009702548,0.03575238,0.00360864,0.000009496698],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002224168,0.0001179962,0.9961442,0.00007484818,0.00004263241,0.00002321304,0.000009859728,0.00008379834,0.001279305],"genre_scores_gemma":[0.1224071,0.0002425216,0.8716377,0.0001224463,0.00005254038,0.000310422,0.00005601836,0.0001173026,0.005053969],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004076813,"threshold_uncertainty_score":0.01363826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4256641306","doi":"10.23952/jnva.2.2018.1.06","title":"Euclidean space controllability conditions and minimum energy problem for time delay systems with a high gain control","year":2018,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Controllability; Space (punctuation); Euclidean space; Control theory (sociology); High-gain antenna; Control (management); Computer science; Energy (signal processing); Mathematics; Topology (electrical circuits); Applied mathematics; Mathematical analysis; Physics; Statistics; Combinatorics; Artificial intelligence","authors":[{"name":"Valery Y. Glizer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004503922031451917,"gpt":0.205190554834128,"spread":0.2006866328026761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007219425,0.0008068209,0.0004798339,0.0004845869,0.0003299133,0.001055576,0.0006961553,0.0008330831,0.002695575],"category_scores_gemma":[0.001817031,0.0002073241,0.0005664218,0.0002312812,0.000988894,0.001244872,0.001012921,0.0009140144,0.0001919114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006231813,"about_ca_system_score_gemma":0.0005099229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002211947,"about_ca_topic_score_gemma":0.0009556008,"domain_scores_codex":[0.9995671,0.0001130904,0.00002584701,0.000111307,0.0001278329,0.00005476699],"domain_scores_gemma":[0.9992466,0.000374949,0.0001534547,0.00003817882,0.0001510146,0.00003583519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002620345,0.00008486813,0.0008881412,0.000363069,0.00009157122,0.0007792878,0.0003735719,0.5281039,0.04633729,0.403885,0.0009637587,0.01786736],"study_design_scores_gemma":[0.00003437248,0.0001509604,0.0004819798,0.00001401897,0.00001256057,0.00007628231,0.00006455783,0.9508132,0.003477812,0.04370971,0.001147125,0.0000173963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09489602,0.0003999702,0.8926646,0.0003118939,0.00006273788,0.00005546216,0.00008171386,0.00008997721,0.01143774],"genre_scores_gemma":[0.9807571,0.0001931776,0.01496545,0.00004675662,0.00003065339,0.00009213595,0.00008700269,0.00002595864,0.0038017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002695575,"threshold_uncertainty_score":0.009017527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285137430","doi":"10.23952/jnva.6.2022.3.02","title":"On semilinear fractional differential inclusions with a nonconvex-valued right-hand side in Banach spaces","year":2022,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Nonlinear Differential Equations Analysis","field":"Mathematics","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Ministry of Science and Technology, Taiwan; Russian Foundation for Basic Research","keywords":"Differential inclusion; Banach space; Mathematics; Differential (mechanical device); Pure mathematics; Mathematical analysis; Physics; Thermodynamics","authors":[{"name":"Valeri Obukhovskiĭ","is_ca":false},{"name":"Garik Petrosyan","is_ca":false},{"name":"Ching‐Feng Wen","is_ca":false},{"name":"Владислав Юрьевич Бочаров","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01703277149327352,"gpt":0.2922921342312463,"spread":0.2752593627379727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021889,0.001190856,0.001085216,0.0009336025,0.0013194,0.001660515,0.0008622996,0.0017708,0.001303997],"category_scores_gemma":[0.004052348,0.0003873205,0.001301466,0.000603548,0.003687697,0.003713869,0.00309734,0.001674364,0.0001521221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483812,"about_ca_system_score_gemma":0.001296251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001610935,"about_ca_topic_score_gemma":0.001043967,"domain_scores_codex":[0.9993454,0.000246005,0.00003972574,0.0001198516,0.0001634603,0.00008570716],"domain_scores_gemma":[0.998209,0.0009840953,0.0002704257,0.00007194431,0.0002704526,0.0001939677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001293393,0.0001095964,0.0008757544,0.0004023394,0.00005671109,0.001211031,0.0009747169,0.07171775,0.01814097,0.8998129,0.0003609641,0.006207868],"study_design_scores_gemma":[0.00004839382,0.0002483854,0.0005271531,0.00006531139,0.00002918815,0.0004396067,0.0005136298,0.6012954,0.006066681,0.3890273,0.00170194,0.00003719659],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3540487,0.001460099,0.6299164,0.0017237,0.0001439138,0.0001311869,0.00009572822,0.00005570667,0.01242456],"genre_scores_gemma":[0.9416304,0.001031799,0.04698465,0.0001341895,0.0001726851,0.0002007959,0.0001041733,0.00003676865,0.009704689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0021889,"threshold_uncertainty_score":0.01157618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4207013388","doi":"10.23952/jnva.6.2022.1.02","title":"Fast spectral clustering with self-weighted features","year":2022,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Face and Expression Recognition","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Cluster analysis; Spectral clustering; Computer science; Pattern recognition (psychology); Artificial intelligence; Mathematics","authors":[{"name":"Xiang Zhu","is_ca":false},{"name":"Zhiling Cai","is_ca":false},{"name":"Yu Ziniu","is_ca":false},{"name":"Junliang Wu","is_ca":false},{"name":"William Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006186357783308958,"gpt":0.2194078087762401,"spread":0.2132214509929311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001568884,0.001288736,0.001198155,0.002498109,0.0009643679,0.0009653755,0.001895072,0.00144208,0.001430479],"category_scores_gemma":[0.005168531,0.0006265201,0.001223156,0.002322828,0.001026217,0.002818493,0.00167934,0.001155508,0.001104891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000849807,"about_ca_system_score_gemma":0.001213247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00510698,"about_ca_topic_score_gemma":0.005913555,"domain_scores_codex":[0.9986011,0.0003024488,0.00007358596,0.0004142567,0.0004840798,0.0001245639],"domain_scores_gemma":[0.9980476,0.0005620941,0.0002111287,0.0003938972,0.0007139274,0.00007127126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002799056,0.0001376271,0.002681947,0.0002360888,0.0001620852,0.0001434722,0.0003419847,0.5191034,0.0206,0.02545079,0.006287392,0.4245753],"study_design_scores_gemma":[0.000007095258,0.00001733418,0.0002875571,0.00000607803,0.000007677952,0.00003853806,0.00002378465,0.9889192,0.002369942,0.007462346,0.0008460254,0.00001445572],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008864002,0.0001349453,0.9899877,0.00005363284,0.00002032162,0.00003093362,0.00005525486,0.0004238622,0.0004293851],"genre_scores_gemma":[0.3544678,0.0003511254,0.6406428,0.0001517158,0.00008687392,0.0002313602,0.001117988,0.0003436158,0.002606628],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00510698,"threshold_uncertainty_score":0.01015455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4207080009","doi":"10.23952/jnva.6.2022.1.09","title":"On generalized global fractional-order composite dynamical systems with set-valued perturbations","year":2022,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Shanghai Municipal Human Resources and Social Security Bureau; Ministry of Science and Technology, Taiwan; National Natural Science Foundation of China","keywords":"Order (exchange); Composite number; Set (abstract data type); Mathematics; Applied mathematics; Dynamical systems theory; Fractional calculus; Mathematical analysis; Physics; Computer science; Algorithm; Quantum mechanics; Economics","authors":[{"name":"Nan‐jing Huang","is_ca":false},{"name":"Ching‐Feng Wen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02896647647752287,"gpt":0.3137104889848024,"spread":0.2847440125072795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005990275,0.0007823701,0.0008692883,0.0005250731,0.0008457925,0.001341282,0.0004692822,0.0008969491,0.001092395],"category_scores_gemma":[0.001049126,0.0002331883,0.0007961831,0.0004373092,0.001628407,0.001432905,0.00134621,0.0007843139,0.00007344838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006981984,"about_ca_system_score_gemma":0.0004844573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370411,"about_ca_topic_score_gemma":0.0006775083,"domain_scores_codex":[0.9996843,0.0000871935,0.00001298926,0.00007506871,0.00009014485,0.00005032627],"domain_scores_gemma":[0.9996438,0.0001295645,0.00009419332,0.00003058701,0.00005953158,0.00004230981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001281336,0.00004550689,0.001629006,0.0001864433,0.0001146096,0.001200207,0.0004332268,0.2971648,0.01844996,0.6718433,0.0006194453,0.008185338],"study_design_scores_gemma":[0.0000260628,0.00008989235,0.0007281507,0.00001748162,0.00002314413,0.0002135851,0.0001402599,0.8638997,0.001351245,0.1318744,0.00160754,0.00002848102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3602054,0.001428034,0.6225148,0.0007160685,0.0001639209,0.00008420181,0.00008874523,0.00009817498,0.01470057],"genre_scores_gemma":[0.9812838,0.0004415469,0.01539952,0.00005822697,0.00006488982,0.0000635216,0.00003232099,0.00001388021,0.002642165],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001370411,"threshold_uncertainty_score":0.005065799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404697916","doi":"10.23952/jnva.5.2021.5.10","title":"A simple strong convergent method for solving split common fixed point problems","year":2021,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Aerospace Engineering and Control Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"International Mathematical Union; National Research Foundation","keywords":"Simple (philosophy); Mathematics; Applied mathematics; Point (geometry); Calculus (dental); Mathematical analysis; Computer science; Geometry; Medicine; Philosophy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01108033354931072,"gpt":0.2521547480341665,"spread":0.2410744144848558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001583767,0.0007825397,0.0009288874,0.0008015815,0.0004310251,0.0005145432,0.00155566,0.001487463,0.002344762],"category_scores_gemma":[0.002233579,0.0003638854,0.0008372954,0.0004803931,0.001198776,0.001133986,0.001790403,0.001551249,0.000532073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003751388,"about_ca_system_score_gemma":0.0008591581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000788071,"about_ca_topic_score_gemma":0.0008864994,"domain_scores_codex":[0.9995425,0.000149529,0.00002272812,0.00006515619,0.0001931643,0.00002690845],"domain_scores_gemma":[0.9993693,0.0002869753,0.00004996667,0.00006853219,0.0001692979,0.00005603697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000206504,0.000155515,0.0008635856,0.0005388957,0.0001608413,0.0002965968,0.0002652493,0.5978054,0.04640416,0.1884547,0.002713051,0.1621356],"study_design_scores_gemma":[0.00001423621,0.00004956954,0.00003956112,0.000008181334,0.000005615784,0.00003652405,0.000007826999,0.9909038,0.001390279,0.006329916,0.001206796,0.000007747743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004355145,0.0001123396,0.9944947,0.00006117502,0.00003625662,0.00003237926,0.000006081957,0.00004227597,0.0008596465],"genre_scores_gemma":[0.1999343,0.0003054352,0.7932885,0.0001562874,0.00008291831,0.0003266115,0.00006719317,0.0000899048,0.005748828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002344762,"threshold_uncertainty_score":0.008375883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245980128","doi":"10.23952/jnva.4.2020.3.06","title":"Fixed point results with applications to involution mappings","year":2020,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Involution (esoterism); Fixed point; Mathematics; Computer science; Mathematical analysis; Psychology","authors":[{"name":"Van Nguyen Luong","is_ca":false},{"name":"Nguyen Tram","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03316099908985383,"gpt":0.286158108811397,"spread":0.2529971097215432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002041254,0.001029492,0.0009777597,0.002496108,0.001231566,0.001432494,0.001322457,0.001524733,0.003450377],"category_scores_gemma":[0.004958922,0.0003145897,0.001470223,0.001580169,0.002858419,0.002962851,0.002528484,0.00302409,0.0003627064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239965,"about_ca_system_score_gemma":0.0006883033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152824,"about_ca_topic_score_gemma":0.0005870655,"domain_scores_codex":[0.9992937,0.0001998191,0.00004375986,0.0001427441,0.0002342628,0.0000856604],"domain_scores_gemma":[0.9976671,0.001501787,0.000156882,0.0001838728,0.0003348808,0.0001555709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002076385,0.00003490135,0.0004745771,0.0001381832,0.00002953222,0.000276482,0.0003239543,0.0125113,0.004229004,0.9665418,0.000615322,0.01480407],"study_design_scores_gemma":[0.00001605857,0.0001294476,0.0004774254,0.00008447569,0.00003310878,0.0004730834,0.0002243492,0.1171312,0.003467509,0.8652965,0.01263788,0.00002901438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05690732,0.00315309,0.9078765,0.001158998,0.0002745193,0.00004777269,0.00005953101,0.0001019346,0.03042037],"genre_scores_gemma":[0.8259728,0.005352678,0.1496985,0.0005747154,0.0007196883,0.0002205623,0.0001989151,0.0001430336,0.01711918],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003450377,"threshold_uncertainty_score":0.01154262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247794864","doi":"10.23952/jnva.2.2018.1.09","title":"Two fixed point results for a class of mappings of contractive type","year":2018,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Type (biology); Class (philosophy); Mathematics; Fixed point; Pure mathematics; Computer science; Mathematical analysis; Artificial intelligence; Biology; Ecology","authors":[{"name":"Alexander J. Zaslavski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03120296012077955,"gpt":0.3336171184826924,"spread":0.3024141583619128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004376209,0.002085091,0.001493378,0.002862707,0.002216884,0.002689013,0.002413375,0.003916128,0.006404904],"category_scores_gemma":[0.009326154,0.00056259,0.003825099,0.001080599,0.00519203,0.008399714,0.0050856,0.007762288,0.0008405926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001889479,"about_ca_system_score_gemma":0.001142255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007010815,"about_ca_topic_score_gemma":0.0003334806,"domain_scores_codex":[0.9978763,0.0003699217,0.0001398545,0.0005674192,0.0007620648,0.0002844754],"domain_scores_gemma":[0.9955282,0.002089933,0.0003915125,0.0004530546,0.0009083805,0.0006290269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004647635,0.00006245411,0.0004857582,0.0001422272,0.00004625746,0.0005626093,0.0004802188,0.002388244,0.003901826,0.9818873,0.001064279,0.008932285],"study_design_scores_gemma":[0.0000662927,0.0003728241,0.0009963327,0.0001169491,0.0001103603,0.001853246,0.0003813401,0.04180738,0.009713245,0.9262264,0.01826509,0.00009056196],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0798073,0.002497738,0.8478051,0.003212762,0.001156573,0.0002114787,0.0001712739,0.0001711991,0.06496654],"genre_scores_gemma":[0.7362924,0.00360519,0.2081161,0.00145007,0.001445956,0.0006797486,0.0005638013,0.0002917747,0.04755499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006404904,"threshold_uncertainty_score":0.02314383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4236901845","doi":"10.23952/jnva.3.2019.2.02","title":"Iterative algorithms for split variational Inequalities and generalized split feasibility problems with applications","year":2019,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"African Capacity Building Foundation; African University of Science and Technology","keywords":"Variational inequality; Algorithm; Mathematics; Inequality; Iterative method; Mathematical optimization; Algebra over a field; Computer science; Applied mathematics; Pure mathematics; Mathematical analysis","authors":[{"name":"C.E. Chidume","is_ca":false},{"name":"Monday Ogudu Nnakwe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02692268068248714,"gpt":0.2848244915085602,"spread":0.2579018108260731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002351013,0.001389106,0.001125287,0.0007820089,0.0004450576,0.0007990299,0.001663581,0.001135599,0.002781491],"category_scores_gemma":[0.0046561,0.0005939807,0.001276637,0.0008578271,0.00119938,0.001756883,0.002595144,0.002465831,0.0006226025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006176402,"about_ca_system_score_gemma":0.00106588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001157132,"about_ca_topic_score_gemma":0.001308937,"domain_scores_codex":[0.9989096,0.0004982164,0.00006363391,0.000122916,0.000317802,0.00008791577],"domain_scores_gemma":[0.9988167,0.0006104022,0.0001140048,0.0001273256,0.0002615511,0.00007001683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000126942,0.0000843858,0.0005299893,0.000346942,0.0001229278,0.0001817308,0.0002704266,0.5897263,0.006431493,0.2713468,0.002292988,0.1285391],"study_design_scores_gemma":[0.00001268074,0.00003302869,0.00003875801,0.00001395605,0.000006679367,0.00004606365,0.00001461511,0.9690563,0.0009137471,0.02839048,0.001467635,0.000006033103],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002321017,0.0001382979,0.9966389,0.00004503479,0.00001829029,0.00002275424,0.000007683596,0.00003628642,0.0007716716],"genre_scores_gemma":[0.168745,0.000547938,0.8268613,0.0001196472,0.0000722102,0.0003267095,0.0001201268,0.0001269139,0.003080134],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002781491,"threshold_uncertainty_score":0.01243353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312869597","doi":"10.23952/jnva.6.2022.6.06","title":"A trust-region interior-point technique to solve multi-objective optimization problems and its application to a tuberculosis optimal control problem","year":2022,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Spacecraft Dynamics and Control","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Science and Engineering Research Board; Council of Scientific and Industrial Research, India","keywords":"Point (geometry); Interior point method; Mathematical optimization; Control (management); Trust region; Tuberculosis; Computer science; Optimal control; Optimization problem; Tuberculosis control; Control point; Mathematics; Medicine; Artificial intelligence; Computer security","authors":[{"name":"Debdas Ghosh","is_ca":false},{"name":"Ashutosh Upadhayay","is_ca":false},{"name":"Qamrul Hasan Ansari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005103347505937732,"gpt":0.2129281292121287,"spread":0.207824781706191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00218434,0.00102149,0.001221479,0.0005964192,0.0005159562,0.0007518794,0.001106492,0.001416289,0.002398688],"category_scores_gemma":[0.003463012,0.0005770675,0.00142527,0.0006007783,0.0008869827,0.0007737579,0.001163319,0.002048755,0.0003993732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000657492,"about_ca_system_score_gemma":0.001384354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005243794,"about_ca_topic_score_gemma":0.002168021,"domain_scores_codex":[0.9993522,0.0002918665,0.00003353609,0.0000779101,0.0001860828,0.00005837157],"domain_scores_gemma":[0.9989342,0.0006434124,0.00009304244,0.00005176291,0.0002392852,0.00003832716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004098909,0.00003083817,0.0002587469,0.0001516172,0.00003412915,0.0001001373,0.00007788895,0.9582261,0.002706812,0.01457659,0.0007585756,0.02303739],"study_design_scores_gemma":[0.000005531439,0.00002144884,0.00003000165,0.000007107076,0.000003439967,0.00001424024,0.000003962944,0.9976787,0.0004091527,0.001326493,0.0004960741,0.000004008443],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001570246,0.0001651527,0.9973241,0.0000593816,0.00001817603,0.00001862764,0.000007559473,0.00004850834,0.0007881853],"genre_scores_gemma":[0.3119646,0.0008095129,0.6829365,0.0001121439,0.00007189949,0.0004435528,0.0001034264,0.0001485023,0.003409954],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005243794,"threshold_uncertainty_score":0.01155204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384575354","doi":"10.23952/jnva.7.2023.4.05","title":"Multitemporal image cloud removal using group sparsity and nonconvex low-rank approximation","year":2023,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Advanced Image Fusion Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Rank (graph theory); Cloud computing; Image (mathematics); Group (periodic table); Mathematics; Computer science; Artificial intelligence; Combinatorics; Physics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01359335599599201,"gpt":0.2610015710436472,"spread":0.2474082150476552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005417562,0.0007801496,0.001011641,0.0008844943,0.0004804064,0.001082672,0.0008808777,0.0009719261,0.001446561],"category_scores_gemma":[0.001762791,0.0004073311,0.001090803,0.0010922,0.0007010557,0.001414072,0.001392046,0.001379981,0.0005471885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003668769,"about_ca_system_score_gemma":0.001219333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004032288,"about_ca_topic_score_gemma":0.005814271,"domain_scores_codex":[0.9995938,0.00006519807,0.00001873812,0.00006941496,0.0001868315,0.00006609714],"domain_scores_gemma":[0.9994611,0.0001651964,0.00008773951,0.0001072777,0.0001445045,0.00003419287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005128155,0.0002612514,0.001845847,0.0003898167,0.0002446941,0.0004747751,0.0002581703,0.452751,0.1144413,0.03793982,0.008390813,0.3824897],"study_design_scores_gemma":[0.000006830603,0.00002031859,0.0002417666,0.000005953003,0.00001299375,0.0000601862,0.00002194567,0.9891018,0.00565169,0.003906156,0.0009616938,0.000008709412],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01146674,0.0001249257,0.9871417,0.0001823506,0.00003242389,0.00002232622,0.00006831328,0.0001323475,0.0008286873],"genre_scores_gemma":[0.2924883,0.0005909174,0.70109,0.0001835086,0.0001310773,0.00009176223,0.0006603807,0.0001850659,0.00457893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004032288,"threshold_uncertainty_score":0.0080176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4238558514","doi":"10.23952/jnva.2.2018.3.04","title":"Stability of fixed points in generalized metric spaces","year":2018,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Metric space; Mathematics; Stability (learning theory); Fixed point; Metric (unit); Pure mathematics; Mathematical analysis; Computer science; Economics","authors":[{"name":"Abdul Latif","is_ca":false},{"name":"Talat Nazir","is_ca":false},{"name":"Mujahid Abbas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03441255135807519,"gpt":0.3169061387631764,"spread":0.2824935874051012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002010169,0.000931423,0.0008704449,0.002263934,0.001098678,0.001594818,0.001017715,0.001069385,0.001453866],"category_scores_gemma":[0.007379603,0.000360326,0.0009541866,0.0008579146,0.002695536,0.002145884,0.002127097,0.001147798,0.0001920077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799337,"about_ca_system_score_gemma":0.0008293794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003180661,"about_ca_topic_score_gemma":0.001291882,"domain_scores_codex":[0.9992676,0.0002619096,0.00004537394,0.0001610505,0.0001771976,0.00008675942],"domain_scores_gemma":[0.9974424,0.001088663,0.0004124976,0.000136879,0.0006494916,0.0002702062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001271449,0.00002307974,0.002766449,0.0001713309,0.000130625,0.0003474021,0.0008133894,0.1026243,0.01178763,0.8702897,0.0008770681,0.01004178],"study_design_scores_gemma":[0.0000236552,0.0001177082,0.001424172,0.00005128651,0.00002320159,0.0001605417,0.0002487935,0.4854877,0.002145739,0.5082451,0.002032839,0.00003931598],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.598565,0.002524583,0.3853793,0.0009797271,0.0001185508,0.00009361071,0.0002093481,0.0001373111,0.01199256],"genre_scores_gemma":[0.9750366,0.0009642161,0.01858834,0.00008233101,0.0000910239,0.0001590126,0.000170211,0.00004365159,0.004864682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003180661,"threshold_uncertainty_score":0.01305509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206517921","doi":"10.23952/jnva.5.2021.3.09","title":"An extragradient method for vector equilibrium problems on Hadamard manifolds","year":2021,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Division of Mathematical Sciences; University of Texas at El Paso","keywords":"Hadamard transform; Mathematics; Applied mathematics; Mathematical optimization; Computer science; Pure mathematics; Mathematical analysis","authors":[{"name":"Alfredo N. Iusem","is_ca":false},{"name":"Vahid Mohebbi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01974061485588717,"gpt":0.2981587376312042,"spread":0.278418122775317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001025595,0.0008609257,0.001034807,0.0007164007,0.0005004861,0.0006608715,0.0008443688,0.001084599,0.002829758],"category_scores_gemma":[0.001555243,0.0003276093,0.0006742329,0.0003535842,0.0008483519,0.001505895,0.001507158,0.001241104,0.0004221844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006299879,"about_ca_system_score_gemma":0.0007354026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864442,"about_ca_topic_score_gemma":0.001755244,"domain_scores_codex":[0.9997435,0.0001157731,0.00001525349,0.00003356894,0.00006747348,0.0000243781],"domain_scores_gemma":[0.9997031,0.0001041589,0.00002628014,0.00002357431,0.00009511934,0.00004773909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001738063,0.0001463645,0.0007508845,0.0003656418,0.00008270137,0.0003256349,0.0002102571,0.4565245,0.02450596,0.4169497,0.003396713,0.09656782],"study_design_scores_gemma":[0.0000146489,0.00007021986,0.00006112507,0.00001082453,0.000004623298,0.00003464512,0.0000114061,0.9775532,0.001011947,0.01927054,0.001947429,0.000009373403],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01141584,0.0003897716,0.9850617,0.0002471377,0.00009502778,0.00004011278,0.00002654095,0.0001236195,0.002600264],"genre_scores_gemma":[0.3810251,0.0007390075,0.6069289,0.0002411935,0.0001382301,0.0002411046,0.0001343264,0.0002224296,0.01032968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002829758,"threshold_uncertainty_score":0.009466469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980948063","doi":"10.23952/jnva.2.2018.3.01","title":"On the convergence of the forward-backward algorithm for null-point problems","year":2018,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Null (SQL); Monotone polygon; Mathematics; Convergence (economics); Algorithm; Point (geometry); Applied mathematics; Mathematical optimization; Computer science; Geometry","authors":[{"name":"Abdellatif Moudafi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01385947265326251,"gpt":0.2479095890896394,"spread":0.2340501164363769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008372813,0.001436938,0.001222297,0.001562731,0.001004698,0.00137796,0.001786477,0.002261976,0.004189228],"category_scores_gemma":[0.03071839,0.000540199,0.001232632,0.0007369407,0.003195046,0.00234418,0.003736123,0.00315452,0.0006355855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224987,"about_ca_system_score_gemma":0.002475712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003899315,"about_ca_topic_score_gemma":0.002393086,"domain_scores_codex":[0.998688,0.0007092879,0.00004671199,0.0001041244,0.0003466968,0.0001051739],"domain_scores_gemma":[0.9856426,0.011697,0.0004279248,0.0003204434,0.001483003,0.0004289861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005329811,0.0002049626,0.00230519,0.0005169273,0.0001179794,0.0002673852,0.000519788,0.5337045,0.009801339,0.3982565,0.002246407,0.05152605],"study_design_scores_gemma":[0.0000166671,0.0000615758,0.000106898,0.00003387501,0.000007286748,0.00003491094,0.000024863,0.9625636,0.0006250216,0.03595373,0.0005603672,0.00001113553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02048334,0.0006140398,0.9714235,0.0005169461,0.0001004547,0.00009559387,0.00002979135,0.00009759669,0.006638746],"genre_scores_gemma":[0.4751102,0.001652085,0.5023595,0.0004330735,0.0001979862,0.0008687482,0.0002719332,0.0004927244,0.01861379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008372813,"threshold_uncertainty_score":0.04428017,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384575248","doi":"10.23952/jnva.7.2023.4.10","title":"Double inertial parameters forward-backward splitting method: Applications to compressed sensing, image processing, and SCAD penalty problems","year":2023,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Iterated function; Extrapolation; Algorithm; Inertial frame of reference; Mathematics; Monotone polygon; Hilbert space; Lasso (programming language); Convergence (economics); Applied mathematics; Mathematical optimization; Computer science; Mathematical analysis","authors":[{"name":"Lateef Olakunle Jolaoso","is_ca":false},{"name":"Yekini Shehu","is_ca":false},{"name":"Jen‐Chih Yao","is_ca":false},{"name":"Ren‐Qi Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07749368954600191,"gpt":0.3959340580742438,"spread":0.3184403685282419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008207326,0.0006529354,0.0006427461,0.0003927308,0.0003632864,0.0004148722,0.0006216001,0.0009132574,0.001250761],"category_scores_gemma":[0.001469737,0.0002168554,0.0004405076,0.0004073404,0.0007339309,0.0006901724,0.001182088,0.001436959,0.0002820231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002272131,"about_ca_system_score_gemma":0.0005243371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008464488,"about_ca_topic_score_gemma":0.0009935772,"domain_scores_codex":[0.9997118,0.00009917199,0.00002334974,0.00004458707,0.0001034597,0.0000175994],"domain_scores_gemma":[0.9994543,0.0002725281,0.00005334811,0.00005351438,0.0001132593,0.00005294759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002716637,0.0001526248,0.001566075,0.0004334632,0.0001037957,0.0004827106,0.0003751788,0.489454,0.04503058,0.114042,0.003964396,0.3441236],"study_design_scores_gemma":[0.000009202813,0.00003515829,0.00007529826,0.00000838107,0.000004721263,0.00007044581,0.000009942057,0.9891298,0.001939008,0.007395536,0.001314026,0.000008479485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005922432,0.000273347,0.9927629,0.000162772,0.00004002603,0.00001969839,0.00001164668,0.00005767426,0.0007495346],"genre_scores_gemma":[0.2242233,0.0006526655,0.7716195,0.0001422987,0.0001270093,0.0001409182,0.00009108456,0.00007750117,0.002925704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001250761,"threshold_uncertainty_score":0.00434047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249176407","doi":"10.23952/jnva.4.2020.3.01","title":"Karush-Kuhn-Tucker optimality conditions and duality for semi-infinite programming problems with vanishing constraints","year":2020,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Karush–Kuhn–Tucker conditions; Duality (order theory); Mathematics; Mathematical optimization; Mathematical economics; Applied mathematics; Pure mathematics","authors":[{"name":"Lê Thanh Tùng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02571071810654377,"gpt":0.2713237986234999,"spread":0.2456130805169561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003777148,0.001409045,0.001433812,0.001790004,0.001054278,0.003118656,0.0013385,0.001430477,0.005355719],"category_scores_gemma":[0.01086289,0.0007309316,0.00124223,0.0016905,0.004271555,0.005375606,0.002960938,0.005318069,0.0007780237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001895566,"about_ca_system_score_gemma":0.002528082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318649,"about_ca_topic_score_gemma":0.00105208,"domain_scores_codex":[0.9984479,0.0007041279,0.00009078182,0.000205997,0.0003291462,0.0002220502],"domain_scores_gemma":[0.9955076,0.003147953,0.0003949824,0.000172721,0.0005157018,0.0002610355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000216047,0.00002818154,0.00009671497,0.00009140631,0.00001158643,0.00006646413,0.00006775634,0.02673182,0.0007742368,0.9659331,0.0008806372,0.005296456],"study_design_scores_gemma":[0.00001630249,0.00003355472,0.0001244655,0.00005144318,0.000008499064,0.00007308699,0.00007025135,0.166748,0.0008123929,0.8302475,0.001790905,0.00002364939],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0337116,0.001277807,0.9257675,0.001235129,0.0001371494,0.00008759673,0.0002366759,0.00009637773,0.0374501],"genre_scores_gemma":[0.730638,0.003382714,0.2450797,0.0004593256,0.0003686298,0.000729135,0.0005348587,0.0002473176,0.0185603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005355719,"threshold_uncertainty_score":0.01997572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404697932","doi":"10.23952/jnva.5.2021.5.03","title":"Fixed points and convergence results for a class of contractive mappings","year":2021,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Convergence (economics); Mathematics; Class (philosophy); Fixed point; Pure mathematics; Computer science; Mathematical analysis; Artificial intelligence; Economics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02678938161716045,"gpt":0.3056230609047272,"spread":0.2788336792875668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002821136,0.0008960898,0.0008960847,0.002328645,0.00126035,0.001329903,0.001300279,0.001034826,0.002205749],"category_scores_gemma":[0.005161626,0.000306565,0.001219068,0.0007760574,0.002645399,0.002628683,0.00206301,0.002345858,0.0002468657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006098,"about_ca_system_score_gemma":0.0006584558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093086,"about_ca_topic_score_gemma":0.0005220997,"domain_scores_codex":[0.999298,0.0001400758,0.00004056308,0.0001576234,0.000304307,0.00005928333],"domain_scores_gemma":[0.9976385,0.001101217,0.0002295136,0.0001745744,0.0006756673,0.0001805721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005302807,0.00005615995,0.001094311,0.0001666008,0.00006625159,0.0005561347,0.0006517192,0.02008928,0.01549935,0.9436415,0.0005857183,0.0175399],"study_design_scores_gemma":[0.00004545814,0.0002387827,0.00163397,0.00009282884,0.00005190255,0.0009701155,0.000341209,0.2456163,0.01141918,0.7296074,0.009922422,0.00006043306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3066371,0.003199523,0.6542639,0.0009367889,0.0002269965,0.0001301329,0.0001137783,0.0001079485,0.03438384],"genre_scores_gemma":[0.8887022,0.002971085,0.09200606,0.0001817526,0.0003150106,0.0002975342,0.0002074047,0.000111104,0.01520787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002821136,"threshold_uncertainty_score":0.01491976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2782956634","doi":"10.23952/jnva.2.2018.2.08","title":"Effective strong convergence of the proximal point algorithm in CAT(0) spaces","year":2018,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Convergence (economics); Algorithm; Point (geometry); Computer science; Mathematics; Geometry; Economics","authors":[{"name":"Laurent ̧iu","is_ca":false},{"name":"Leus ̧tean","is_ca":false},{"name":"Andrei Sipoş","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006675803127993107,"gpt":0.2482504227694603,"spread":0.2415746196414672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01006572,0.001250137,0.001415743,0.002476076,0.0006904118,0.0027633,0.002544403,0.001262292,0.003558026],"category_scores_gemma":[0.03515895,0.0006697544,0.001551529,0.001189443,0.003912732,0.004069059,0.005006623,0.003329508,0.0005954573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863063,"about_ca_system_score_gemma":0.002375417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802206,"about_ca_topic_score_gemma":0.001483021,"domain_scores_codex":[0.9976103,0.001052854,0.0001363213,0.0003255943,0.0006853894,0.0001896181],"domain_scores_gemma":[0.9788263,0.01451595,0.0009110963,0.001458851,0.003184458,0.001103306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000129578,0.00005354887,0.0009771258,0.0002424994,0.00007911889,0.0001110586,0.0002385695,0.180817,0.003463639,0.7989694,0.0009016844,0.01401682],"study_design_scores_gemma":[0.00001853,0.00008278111,0.0002197083,0.00003827407,0.00001611235,0.00004510222,0.0000290394,0.7932488,0.001954992,0.2035191,0.0008068432,0.00002085475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02883959,0.0002957694,0.9667947,0.0002892904,0.00003840076,0.00005604039,0.00004656797,0.0001117433,0.003527927],"genre_scores_gemma":[0.5860276,0.0009406878,0.3998027,0.0002846736,0.0001088015,0.0004630833,0.0003131254,0.0003371731,0.01172228],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01006572,"threshold_uncertainty_score":0.05323327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245923114","doi":"10.23952/jnva.5.2021.1.08","title":"Architecture self-attention mechanism: nonlinear optimization for neural architecture search","year":2021,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Mechanism (biology); Architecture; Computer science; Computer architecture; Nonlinear system; Artificial intelligence","authors":[{"name":"Jie Hao","is_ca":false},{"name":"William Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01062736988415689,"gpt":0.2550664596421153,"spread":0.2444390897579584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001152967,0.001063472,0.0009314575,0.0008637045,0.000545366,0.0006029409,0.001975165,0.0013104,0.003107494],"category_scores_gemma":[0.00226143,0.0005073347,0.0007436207,0.0007648734,0.0007832966,0.001411149,0.001374801,0.0009964425,0.0004229836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008202904,"about_ca_system_score_gemma":0.001381118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004197523,"about_ca_topic_score_gemma":0.005627863,"domain_scores_codex":[0.999575,0.0001064934,0.0000266633,0.0001087133,0.0001241644,0.0000589518],"domain_scores_gemma":[0.9994604,0.0001962112,0.00007219915,0.00008034158,0.0001505934,0.00004020002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001394643,0.0001319468,0.001806656,0.0001384057,0.0001258029,0.0001138457,0.0001273689,0.6911932,0.01291908,0.02305315,0.00454052,0.2657105],"study_design_scores_gemma":[0.00001199112,0.00002759403,0.0001174923,0.000003716872,0.00001003067,0.00001568347,0.000004587493,0.9960998,0.0007377235,0.002536139,0.0004309226,0.000004323861],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02234279,0.0005404231,0.9732389,0.0002245474,0.00005862832,0.00006473165,0.0000288485,0.0007222705,0.002778748],"genre_scores_gemma":[0.6634821,0.0004325845,0.3288632,0.0004814909,0.0001392002,0.0003199781,0.0001711987,0.0002216042,0.005888723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004197523,"threshold_uncertainty_score":0.01039559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313021354","doi":"10.23952/jnva.6.2022.4.08","title":"On approximate controllability for systems of fractional evolution hemivariational inequalities with Riemann-Liouville fractional derivatives","year":2022,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Contact Mechanics and Variational Inequalities","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Shanghai Municipal Human Resources and Social Security Bureau; Shanghai Municipal Education Commission","keywords":"Controllability; Mathematics; Fractional calculus; Applied mathematics; Inequality; Mathematical analysis","authors":[{"name":"Lu-Chuan Ceng","is_ca":false},{"name":"S Cho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01997702419787428,"gpt":0.2633019793244017,"spread":0.2433249551265275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001421512,0.0009331595,0.0007513124,0.0005184453,0.0006096683,0.001459592,0.0005875463,0.0009010496,0.001300432],"category_scores_gemma":[0.004018056,0.0002002323,0.0008334491,0.0003216701,0.001667207,0.00119868,0.001567813,0.001247605,0.0000605639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064386,"about_ca_system_score_gemma":0.0009828513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003915172,"about_ca_topic_score_gemma":0.001714661,"domain_scores_codex":[0.9994106,0.0001801437,0.00003073547,0.0001210989,0.000162376,0.00009502089],"domain_scores_gemma":[0.9987192,0.0007136737,0.0002452973,0.00005863265,0.0001914225,0.00007181796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002210378,0.0000806233,0.001650816,0.000371796,0.0001447701,0.0005006291,0.000580882,0.3591479,0.03529171,0.5818255,0.0006028773,0.01958144],"study_design_scores_gemma":[0.00001548636,0.00007567562,0.0003867908,0.00001228671,0.00001478644,0.00003399549,0.00004704833,0.9516179,0.001392453,0.0458838,0.0005079456,0.00001190689],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1560346,0.001017453,0.8327238,0.0007163112,0.00011662,0.00007796573,0.00008598161,0.00007169584,0.009155581],"genre_scores_gemma":[0.9869818,0.0004225449,0.01044209,0.00007222992,0.00006471302,0.00008865734,0.00004916257,0.00001044751,0.001868269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003915172,"threshold_uncertainty_score":0.007784724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232772985","doi":"10.23952/jnva.3.2019.3.02","title":"On the mild solutions of a class of second-order integro-differential inclusions","year":2019,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Nonlinear Differential Equations Analysis","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Differential inclusion; Class (philosophy); Order (exchange); Differential (mechanical device); Mathematics; Applied mathematics; Mathematical analysis; Computer science; Physics; Thermodynamics; Economics; Artificial intelligence","authors":[{"name":"Aurelian Cernea","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03456505544272927,"gpt":0.2990052031543607,"spread":0.2644401477116315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001332326,0.0007814394,0.0008669891,0.001286221,0.0009603291,0.001499936,0.000614092,0.0009482403,0.00141605],"category_scores_gemma":[0.003403499,0.0003192225,0.001080349,0.0004608685,0.001647409,0.001365139,0.002042004,0.001373556,0.0001233108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058572,"about_ca_system_score_gemma":0.001129698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007057532,"about_ca_topic_score_gemma":0.0004816795,"domain_scores_codex":[0.9995558,0.000123593,0.00003003289,0.00008011534,0.000135486,0.00007496835],"domain_scores_gemma":[0.9988788,0.0004320189,0.0002318311,0.0000435793,0.0002265932,0.0001871767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001243393,0.00009349103,0.00159871,0.000261213,0.00008788551,0.0007680212,0.000722991,0.03487327,0.03807422,0.9111637,0.0007564974,0.01147553],"study_design_scores_gemma":[0.00008523498,0.0003483692,0.002163086,0.0001068636,0.00006376541,0.0008940071,0.0006986939,0.5092411,0.0197001,0.4613773,0.005236757,0.0000846829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4595474,0.001008035,0.5233393,0.00113559,0.0001142592,0.0001710018,0.0001975107,0.00008635451,0.01440044],"genre_scores_gemma":[0.9429471,0.0008039776,0.04675221,0.0001199278,0.0001235292,0.0002653647,0.0001502381,0.00002574665,0.008811792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001499936,"threshold_uncertainty_score":0.007680535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240719804","doi":"10.23952/jnva.5.2021.6.03","title":"Weak and linear convergence of a generalized proximal point algorithm with alternating inertial steps for a monotone inclusion problem","year":2021,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Monotone polygon; Convergence (economics); Mathematics; Applied mathematics; Inertial frame of reference; Mathematical optimization; Algorithm; Physics; Geometry; Classical mechanics","authors":[{"name":"Yekini Shehu","is_ca":false},{"name":"J. N. Ezeora","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01011656447107641,"gpt":0.2561212226824506,"spread":0.2460046582113742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003865908,0.001466186,0.001414266,0.001047269,0.0007671659,0.001057571,0.001445352,0.001886531,0.002292625],"category_scores_gemma":[0.01099326,0.0006047774,0.001536182,0.0006293239,0.002044052,0.001692688,0.003216289,0.002800192,0.0004513016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000756168,"about_ca_system_score_gemma":0.001877273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001981005,"about_ca_topic_score_gemma":0.001358727,"domain_scores_codex":[0.9985992,0.0006234736,0.00007549979,0.0001945612,0.0003818315,0.0001253289],"domain_scores_gemma":[0.9967377,0.002219772,0.0001910376,0.0001520467,0.0005135452,0.0001858936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003089026,0.0001512473,0.001750775,0.0004957322,0.0001542387,0.000490917,0.0007036636,0.6851341,0.01327968,0.2101663,0.001850815,0.0855137],"study_design_scores_gemma":[0.00001954622,0.0001006632,0.00008953108,0.00001864551,0.00001107193,0.00006158999,0.0000240501,0.9800721,0.001302966,0.01761915,0.0006674046,0.00001328852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01160233,0.0001364314,0.9866614,0.0001353137,0.00002674984,0.00004900722,0.00001044143,0.00005407122,0.001324183],"genre_scores_gemma":[0.3794836,0.0005973195,0.6126734,0.00021269,0.0001125623,0.0006762087,0.0001262343,0.0001630807,0.005954955],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003865908,"threshold_uncertainty_score":0.02044517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245775216","doi":"10.23952/jnva.2.2018.2.04","title":"Sturm theorems and distance between adjacent zeros for second order integro-differential equations","year":2018,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Order (exchange); Mathematics; Differential equation; Mathematical analysis; Differential (mechanical device); Applied mathematics; Physics; Thermodynamics","authors":[{"name":"Alexander Domoshnitsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02017982373202278,"gpt":0.2831199389507486,"spread":0.2629401152187258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001914399,0.0006364708,0.0006338034,0.002292162,0.0007473454,0.0009683878,0.001180342,0.0007497669,0.003043678],"category_scores_gemma":[0.009973715,0.0002736113,0.0007458588,0.0008123519,0.002226284,0.00219588,0.001859575,0.001390641,0.0004032771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103016,"about_ca_system_score_gemma":0.0005710328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007428274,"about_ca_topic_score_gemma":0.0003608536,"domain_scores_codex":[0.9994048,0.0002132533,0.00002842946,0.00008399377,0.000211712,0.00005783956],"domain_scores_gemma":[0.9954927,0.002740981,0.0006754858,0.0001566661,0.0005862608,0.0003478648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006719127,0.00002602871,0.0009483438,0.0001129637,0.00003730809,0.0002674118,0.0003131705,0.01532235,0.00388817,0.9691872,0.001003138,0.008826682],"study_design_scores_gemma":[0.00003142714,0.00009998358,0.001488503,0.0000345394,0.00001933968,0.0003243948,0.0001930225,0.2225243,0.0019456,0.7709485,0.002353802,0.00003656116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2977307,0.001605422,0.6747492,0.001118572,0.0001797119,0.0000488204,0.0001586723,0.0002603315,0.02414863],"genre_scores_gemma":[0.938863,0.0007052648,0.05332119,0.0001889734,0.0001387422,0.00007630856,0.0002243434,0.00009696979,0.00638512],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003043678,"threshold_uncertainty_score":0.01018214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285309389","doi":"10.23952/jnva.6.2022.3.01","title":"Convergence of the solution sets for set optimization problems","year":2022,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Division of Human Resource Development; Human Resource Development Group","keywords":"Convergence (economics); Mathematical optimization; Set (abstract data type); Mathematics; Applied mathematics; Computer science; Economics","authors":[{"name":"Qamrul Hasan Ansari","is_ca":false},{"name":"Nasir Hussain","is_ca":false},{"name":"Pradeep Kumar Sharma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02123998121855285,"gpt":0.2619861547792668,"spread":0.240746173560714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00386926,0.001295036,0.0009928964,0.002326128,0.001043397,0.002609302,0.00118634,0.001363807,0.002751411],"category_scores_gemma":[0.01209832,0.0005651103,0.001553744,0.0008278658,0.003360781,0.003097963,0.00299481,0.003304831,0.0004396591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173523,"about_ca_system_score_gemma":0.001570574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001186872,"about_ca_topic_score_gemma":0.0005070171,"domain_scores_codex":[0.9984353,0.0006653058,0.00007761832,0.000231972,0.0005098965,0.00007990026],"domain_scores_gemma":[0.9955428,0.002963319,0.0003544542,0.0001656061,0.0007957873,0.0001780229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005770772,0.00003537759,0.0005318394,0.000214438,0.00007521475,0.00009304938,0.0004123839,0.1021336,0.006735639,0.8740256,0.0008872194,0.01479786],"study_design_scores_gemma":[0.00001161348,0.00004836269,0.0002444372,0.00006203251,0.00001762092,0.00006632275,0.0001065188,0.6802033,0.003359513,0.3137775,0.002078023,0.00002484849],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04976192,0.0009554369,0.937825,0.001128257,0.00008552634,0.0001013653,0.00009943451,0.00009788761,0.009945316],"genre_scores_gemma":[0.7606693,0.002507782,0.2189111,0.0004164533,0.0002333971,0.0008698633,0.0004662241,0.0003293261,0.01559651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00386926,"threshold_uncertainty_score":0.02046287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206036171","doi":"10.23952/jnva.5.2021.3.03","title":"Existence of solutions of bilevel strong vector equilibrium problems and their applications","year":2021,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Nonlinear Differential Equations Analysis","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Bilevel optimization; Applied mathematics; Mathematical economics; Mathematics; Computer science; Mathematical optimization; Optimization problem","authors":[{"name":"Adela Cap","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07321266297029386,"gpt":0.3076224804220215,"spread":0.2344098174517276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00199385,0.0009772847,0.0008904104,0.001119667,0.0007875244,0.00175855,0.0007892719,0.001601175,0.003385782],"category_scores_gemma":[0.006753355,0.0005612805,0.0007609515,0.001119521,0.001634507,0.002560395,0.002623036,0.001762231,0.0003952369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006889231,"about_ca_system_score_gemma":0.0008289132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005564507,"about_ca_topic_score_gemma":0.0003817906,"domain_scores_codex":[0.9993659,0.0002908066,0.0000427751,0.00009506829,0.0001322739,0.00007321787],"domain_scores_gemma":[0.9983826,0.001052819,0.0001777016,0.00004415608,0.0002628208,0.00007994138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003005131,0.00003510534,0.0002471816,0.00020112,0.00002636586,0.0001316215,0.0001988174,0.05347732,0.001489977,0.9260396,0.0007053911,0.01741756],"study_design_scores_gemma":[0.00001981164,0.00006983076,0.0001135509,0.00008460334,0.000009957113,0.0001426486,0.0002342554,0.3484067,0.0009558898,0.6461956,0.003744282,0.00002284514],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03338521,0.001781574,0.946384,0.0008643428,0.00008243673,0.00005798654,0.00004300007,0.00005573689,0.01734583],"genre_scores_gemma":[0.8185217,0.00435857,0.1615361,0.0002124606,0.0001407254,0.00036397,0.0001535639,0.00007076705,0.0146421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003385782,"threshold_uncertainty_score":0.01132655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404698137","doi":"10.23952/jnva.5.2021.4.03","title":"Applications of certain basic (or q-) derivatives to subclasses of multivalent Janowski type q-starlike functions involving conic domains","year":2021,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Analytic and geometric function theory","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Conic section; Type (biology); Mathematics; Biology; Geometry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03568445131092947,"gpt":0.3183100816016096,"spread":0.2826256302906801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007070832,0.0004394341,0.0004310123,0.00137138,0.001179732,0.00145538,0.000557385,0.0005168291,0.002021162],"category_scores_gemma":[0.00194456,0.0002288379,0.0006798393,0.0007342408,0.001422114,0.001843493,0.001231513,0.001123269,0.000147775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007814431,"about_ca_system_score_gemma":0.0003947733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269074,"about_ca_topic_score_gemma":0.001249157,"domain_scores_codex":[0.9998512,0.00004006151,0.00001510312,0.00003421369,0.0000330433,0.00002626844],"domain_scores_gemma":[0.9993167,0.0002131536,0.0001083168,0.00006852309,0.0001284431,0.0001649011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005082384,0.0000409669,0.001688648,0.00004137221,0.00001292492,0.000279658,0.0002554266,0.002898968,0.005664291,0.9804049,0.0006518381,0.008010084],"study_design_scores_gemma":[0.00002270613,0.00006056994,0.00252169,0.00003144009,0.00002774298,0.0007627216,0.0005005978,0.09553365,0.004212537,0.8891395,0.00715295,0.00003391628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8060141,0.001243521,0.1205045,0.0009785224,0.0002274912,0.00004775442,0.0001208078,0.0001322172,0.07073107],"genre_scores_gemma":[0.9796729,0.0005232813,0.01404466,0.00008534334,0.0001222287,0.00001373252,0.0000686338,0.00003753555,0.005431724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002021162,"threshold_uncertainty_score":0.006761491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404700514","doi":"10.23952/jnva.5.2021.4.08","title":"Some fixed point theorems of generalized $F_t$-contraction mappings in $b$-metric spaces","year":2021,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Ministry of Science and Technology, Taiwan","keywords":"Mathematics; Contraction (grammar); Metric space; Fixed-point theorem; Fixed point; Pure mathematics; Contraction mapping; Mathematical analysis; Discrete mathematics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01868273479113077,"gpt":0.2868276573887369,"spread":0.2681449225976062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002353276,0.0008647075,0.0006767545,0.001290649,0.001050631,0.001042675,0.000916367,0.00121181,0.002394306],"category_scores_gemma":[0.003548501,0.0003183602,0.001824062,0.0007998301,0.002282555,0.002779154,0.001563428,0.0022721,0.0002919849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060474,"about_ca_system_score_gemma":0.0007936017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272966,"about_ca_topic_score_gemma":0.0007023049,"domain_scores_codex":[0.9994078,0.000194387,0.00004144909,0.0001451493,0.000137214,0.0000739423],"domain_scores_gemma":[0.9991397,0.0003850874,0.00009097953,0.00007782627,0.0002190971,0.0000872844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001938097,0.000009474254,0.0002103328,0.00006453629,0.00001989525,0.0001954989,0.0002733833,0.005847948,0.003179447,0.979477,0.0009669809,0.009736152],"study_design_scores_gemma":[0.0000283775,0.0001059361,0.0005441867,0.00005223619,0.00002490641,0.0005116768,0.0001841924,0.0875846,0.00270658,0.8991207,0.00909497,0.00004159282],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08271498,0.002418392,0.8875253,0.001034284,0.0003166143,0.00009896999,0.000139833,0.00008662012,0.02566491],"genre_scores_gemma":[0.7190766,0.003844782,0.2580631,0.0006599016,0.0005712901,0.0005566858,0.0003347847,0.0001745679,0.01671826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002394306,"threshold_uncertainty_score":0.01244551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}