{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":34,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":34,"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":"715a6114566b","filters":{"venue":"Mathematical and Computational Applications"}},"results":[{"id":"W2609664392","doi":"10.3390/mca22020032","title":"Topology on Soft Continuous Function Spaces","year":2017,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Fuzzy and Soft Set Theory","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Topological space; Pointwise; Topology (electrical circuits); Compact-open topology; Mathematics; Function space; Soft chemistry; Space (punctuation); Function (biology); Pure mathematics; Topological tensor product; Computer science; Mathematical analysis; Functional analysis; Combinatorics; Engineering","authors":[{"name":"Taha Yasin Öztürk","is_ca":true},{"name":"Sadi Bayramov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06228404952489546,"gpt":0.3657253549836506,"spread":0.3034413054587551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001864999,0.001124537,0.0008683148,0.004418552,0.001248992,0.004666708,0.0007586476,0.001316383,0.002968893],"category_scores_gemma":[0.005668771,0.0004047411,0.00106448,0.00218671,0.005095245,0.0069688,0.003439695,0.002845862,0.0005648424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292252,"about_ca_system_score_gemma":0.000640875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005029069,"about_ca_topic_score_gemma":0.0002228426,"domain_scores_codex":[0.9979062,0.000690967,0.0001619718,0.0003933767,0.0006824069,0.0001650782],"domain_scores_gemma":[0.9964327,0.001795878,0.0004474645,0.0003333901,0.0006075799,0.0003830536],"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":[0.0000196432,0.00001067947,0.0001803547,0.00007786079,0.00001791794,0.000141557,0.0002688287,0.002660514,0.001496525,0.9851676,0.0004034628,0.009555174],"study_design_scores_gemma":[0.000009072238,0.00005336995,0.000316021,0.00004278515,0.000009913791,0.0002346234,0.0001149934,0.01656511,0.0008430328,0.9746864,0.007102404,0.0000224356],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1168641,0.009318385,0.8208044,0.002508794,0.0006408517,0.00008554864,0.0003826747,0.0002129238,0.04918245],"genre_scores_gemma":[0.8449731,0.008603474,0.1283771,0.0008379637,0.001380583,0.0004104924,0.0005160034,0.0001339266,0.01476734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004666708,"threshold_uncertainty_score":0.009931982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3208715629","doi":"10.3390/mca26040073","title":"Mathematical Models with Nonlocal Initial Conditions: An Exemplification from Quantum Mechanics","year":2021,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada; Royal Society of Canada; Royal Society; Basque Center for Applied Mathematics; Eusko Jaurlaritza; Agencia Estatal de Investigación; Canada Research Chairs","keywords":"Quantum nonlocality; Representation (politics); Context (archaeology); Applied mathematics; Reduction (mathematics); Mathematical problem; Mathematical model; Mathematics; Computer science; Statistical physics; Quantum; Physics; Quantum mechanics; Quantum entanglement","authors":[{"name":"Dmytro Sytnyk","is_ca":false},{"name":"Roderick Melnik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07745740700320757,"gpt":0.3384897522218829,"spread":0.2610323452186753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006028848,0.0005408858,0.0007055801,0.0006616397,0.0008229928,0.001290057,0.001212103,0.002052457,0.002846848],"category_scores_gemma":[0.001321362,0.0002438989,0.0009806186,0.0005779623,0.002385844,0.002682552,0.002290171,0.002131308,0.0005073255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007064511,"about_ca_system_score_gemma":0.000643708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045158,"about_ca_topic_score_gemma":0.001056616,"domain_scores_codex":[0.99967,0.0001317025,0.00001652479,0.00004516711,0.0001053039,0.00003115447],"domain_scores_gemma":[0.9995096,0.0002357164,0.00006411212,0.00009547859,0.00005583113,0.00003919663],"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":[0.000004885682,0.00001564112,0.0001288486,0.00005677652,0.000004879582,0.0001849569,0.000174615,0.01134005,0.00105361,0.9850963,0.0004750711,0.00146434],"study_design_scores_gemma":[0.00001041344,0.00002522749,0.0002170222,0.00003206409,0.000007191007,0.000305556,0.0001666045,0.1657145,0.0006460733,0.8245087,0.008348078,0.00001855865],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08679637,0.003342116,0.8368357,0.005501267,0.0002916965,0.00008781795,0.0002549629,0.0001683996,0.06672171],"genre_scores_gemma":[0.8189423,0.004278518,0.1527648,0.0007075957,0.0004618748,0.0001934406,0.0002513835,0.0001717972,0.02222823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002846848,"threshold_uncertainty_score":0.00952363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120280695","doi":"10.3390/mca26010017","title":"Data Augmentation and Feature Selection for Automatic Model Recommendation in Computational Physics","year":2021,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Computer science; Dimensionality reduction; Curse of dimensionality; Discretization; Machine learning; Feature selection; Artificial intelligence; Variety (cybernetics); Perceptron; Nonlinear system; Feature (linguistics); Data mining; Pattern recognition (psychology); Artificial neural network; Mathematics; Physics","authors":[{"name":"Thomas Daniel","is_ca":true},{"name":"Fabien Casenave","is_ca":true},{"name":"Nissrine Akkari","is_ca":true},{"name":"David Ryckelynck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04969621143905954,"gpt":0.3185783979166909,"spread":0.2688821864776313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003051552,0.001241346,0.001830385,0.001698253,0.000861746,0.001143428,0.001700075,0.001493449,0.001789909],"category_scores_gemma":[0.009387867,0.0007167933,0.001595856,0.001859004,0.0008239983,0.001614864,0.001291326,0.002201094,0.001188437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006018179,"about_ca_system_score_gemma":0.001082798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00326306,"about_ca_topic_score_gemma":0.004585579,"domain_scores_codex":[0.9984201,0.0007169129,0.0001261098,0.0003007999,0.0003276054,0.0001083419],"domain_scores_gemma":[0.9955521,0.002495557,0.0002786189,0.0008838824,0.0006887314,0.0001010661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004555727,0.0005778079,0.004384195,0.0002416984,0.0002119343,0.0001761778,0.0002140938,0.2745837,0.01204477,0.007552739,0.01060162,0.6889557],"study_design_scores_gemma":[0.00001338046,0.00004406437,0.0004067137,0.00001139118,0.00001270936,0.00002710138,0.0000176556,0.9902561,0.003054782,0.005233678,0.0009092318,0.0000131516],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02194242,0.0004515091,0.9741672,0.0003699874,0.00007370368,0.00008918128,0.0002468707,0.002129215,0.000529881],"genre_scores_gemma":[0.3926223,0.0004790601,0.6025407,0.0002787576,0.0001796202,0.0004365381,0.001826172,0.0002804214,0.001356412],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00326306,"threshold_uncertainty_score":0.01613832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399487679","doi":"10.3390/mca29030044","title":"Bitcoin versus S&amp;P 500 Index: Return and Risk Analysis","year":2024,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Index (typography); Mathematics; Distribution (mathematics); Economics; Risk–return spectrum; Econometrics; Profit (economics); Statistics; Financial economics; Mathematical analysis; Computer science","authors":[{"name":"Aubain Nzokem","is_ca":true},{"name":"Daniel Maposa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02642255306511179,"gpt":0.2545983764937937,"spread":0.228175823428682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00269025,0.0004422577,0.0005007035,0.002192224,0.0002255094,0.001313887,0.000559756,0.0007379361,0.002015218],"category_scores_gemma":[0.0151498,0.0001220165,0.0004927609,0.00172908,0.00058126,0.001602507,0.0006035799,0.0008614381,0.0005489081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006276087,"about_ca_system_score_gemma":0.0002258307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00231645,"about_ca_topic_score_gemma":0.001109399,"domain_scores_codex":[0.9990553,0.0002052794,0.00005694774,0.0001799519,0.0003931005,0.0001094063],"domain_scores_gemma":[0.9912516,0.004893419,0.001724991,0.0007089051,0.001073692,0.0003473137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001922792,0.0004551061,0.5910057,0.0001842132,0.0004554635,0.00196976,0.0006335847,0.2234182,0.01286015,0.03631813,0.007267115,0.1235097],"study_design_scores_gemma":[0.00002112725,0.000319797,0.2346752,0.00002722247,0.00005653459,0.0009854948,0.0003144376,0.7484077,0.004637475,0.00835296,0.002126092,0.00007592297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799584,0.0003975126,0.01513044,0.0002160318,0.00002673161,0.0000357947,0.0005424608,0.0002049094,0.003487712],"genre_scores_gemma":[0.9964836,0.0001084362,0.001933344,0.00002324576,0.00002145024,0.00001207169,0.0005298345,0.00002878978,0.0008590674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00269025,"threshold_uncertainty_score":0.01422763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225677208","doi":"10.3390/mca27020032","title":"On the Prediction of Evaporation in Arid Climate Using Machine Learning Model","year":2022,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Hydrological Forecasting Using AI","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Adaptive neuro fuzzy inference system; Pan evaporation; Particle swarm optimization; Mean squared error; Inference system; Wind speed; Meteorology; Environmental science; Computer science; Evaporation; Statistics; Mathematics; Fuzzy logic; Machine learning; Artificial intelligence; Geography; Fuzzy control system","authors":[{"name":"Mansura Jasmine","is_ca":true},{"name":"Abdolmajid Mohammadian","is_ca":true},{"name":"Hossein Bonakdari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03542537804968154,"gpt":0.2478875092802272,"spread":0.2124621312305456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005689803,0.0005894096,0.0006279465,0.0005515897,0.00035749,0.000635637,0.0004577359,0.0006190151,0.0006997592],"category_scores_gemma":[0.001307914,0.0002334535,0.0006566822,0.0006409282,0.0001769401,0.0005802786,0.0002638509,0.0005276036,0.0001798022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004493585,"about_ca_system_score_gemma":0.0005845376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02180239,"about_ca_topic_score_gemma":0.01215299,"domain_scores_codex":[0.9998057,0.00006375682,0.00001816357,0.00004865196,0.00003995145,0.00002385929],"domain_scores_gemma":[0.9995531,0.0003187418,0.000037851,0.00001339525,0.00006822094,0.000008502983],"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":[0.00002229376,0.00003358132,0.002385132,0.0000258153,0.00003024996,0.00003969784,0.00001574931,0.9848108,0.0004397089,0.0002955724,0.0001909147,0.0117104],"study_design_scores_gemma":[8.958954e-7,0.000005198197,0.0003208946,0.000001710428,0.000002018957,0.000002511492,0.00000258083,0.9994562,0.00009059072,0.00007659508,0.00003925065,0.000001480095],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5676566,0.001363133,0.4216562,0.000425657,0.00009628446,0.00008931802,0.0003677513,0.0008239697,0.007521049],"genre_scores_gemma":[0.9832937,0.0003258583,0.01464461,0.0000272901,0.00001640095,0.00004972607,0.000208903,0.00001570031,0.001417843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02180239,"threshold_uncertainty_score":0.04335099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120176518","doi":"10.3390/mca26010006","title":"Prediction of Maximum Pressure at the Roofs of Rectangular Water Tanks Subjected to Harmonic Base Excitation Using the Multi-Gene Genetic Programming Method","year":2021,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Water Systems and Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dimensionless quantity; Genetic programming; Genetic algorithm; Excited state; Excitation; Symbolic regression; Base (topology); Roof; Harmonic; Structural engineering; Mathematics; Mechanics; Engineering; Physics; Computer science; Acoustics; Mathematical analysis; Mathematical optimization; Atomic physics","authors":[{"name":"Iman Bahreini Toussi","is_ca":true},{"name":"Abdolmajid Mohammadian","is_ca":true},{"name":"Reza Kianoush","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02479370499283994,"gpt":0.2407198156949044,"spread":0.2159261107020645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003079835,0.0004458253,0.0004007228,0.0003595774,0.0002425189,0.0005160499,0.0004304196,0.0008938424,0.0005513125],"category_scores_gemma":[0.0009678215,0.000224441,0.0003796907,0.0003134389,0.0004249312,0.0002481993,0.0002872263,0.000445092,0.00006182316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003884134,"about_ca_system_score_gemma":0.0006679358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009881983,"about_ca_topic_score_gemma":0.004800504,"domain_scores_codex":[0.9999008,0.00002558116,0.000004661209,0.00002551942,0.00002437282,0.00001911907],"domain_scores_gemma":[0.9996132,0.0002704644,0.00004903958,0.00001127175,0.00004467661,0.00001123845],"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":[0.00002381203,0.00001869122,0.001370895,0.0000226579,0.00000578713,0.0000510721,0.00002080888,0.9912642,0.002611417,0.0002433933,0.00004850794,0.004318696],"study_design_scores_gemma":[0.000001412693,0.000008889403,0.0002506965,0.000001031423,0.000001259421,0.000002387415,0.000005755518,0.9990429,0.0006351653,0.0000349474,0.00001390915,0.000001638537],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7974097,0.000136402,0.1987311,0.0001892808,0.00002500286,0.00004744343,0.0001218069,0.0002557492,0.003083416],"genre_scores_gemma":[0.9858693,0.00005473902,0.01355243,0.00000952594,0.000002860176,0.00003151099,0.00003601277,0.00001213488,0.000431546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009881983,"threshold_uncertainty_score":0.01964891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224274156","doi":"10.3390/mca27030033","title":"Coupled Neural–Glial Dynamics and the Role of Astrocytes in Alzheimer’s Disease","year":2022,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"Cooperative Research Centres, Australian Government Department of Industry; Basque Center for Applied Mathematics; Eusko Jaurlaritza; Natural Sciences and Engineering Research Council of Canada; Agencia Estatal de Investigación; Canada Research Chairs","keywords":"Microglia; Neuroinflammation; Neuroscience; Proinflammatory cytokine; Amyloid beta; Astrocyte; Tau protein; Amyloid (mycology); Neurodegeneration; Neuroglia; Senile plaques; Cell biology; Alzheimer's disease; Biology; Chemistry; Inflammation; Immunology; Pathology; Central nervous system; Medicine; Disease","authors":[{"name":"Swadesh Pal","is_ca":true},{"name":"Roderick Melnik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01456888976164025,"gpt":0.286298495321429,"spread":0.2717296055597888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001418335,0.0004378638,0.000315767,0.0002680008,0.0002940914,0.0005479758,0.0003494291,0.0005004324,0.0007265201],"category_scores_gemma":[0.0004946407,0.0002108766,0.0004302949,0.0001625982,0.0006994042,0.0006694899,0.0006004794,0.0003162261,0.0001154941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004109551,"about_ca_system_score_gemma":0.0003326331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004239503,"about_ca_topic_score_gemma":0.002036386,"domain_scores_codex":[0.9999257,0.00002380492,0.000002998394,0.00001775525,0.00001725423,0.00001245961],"domain_scores_gemma":[0.999886,0.00003423299,0.00003660799,0.000006517153,0.00002203209,0.00001455511],"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":[0.0001042733,0.00007493731,0.002478455,0.0001367753,0.00009089422,0.0006827757,0.0002933485,0.8143233,0.03866431,0.1363532,0.0006610703,0.00613673],"study_design_scores_gemma":[0.00001261725,0.00006241933,0.001120222,0.00001142627,0.00002115076,0.00009465698,0.00005845027,0.9535875,0.0009413823,0.04297565,0.001096549,0.00001805244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6422989,0.006255747,0.3200037,0.001567813,0.0002354266,0.00006412619,0.000173312,0.0001671955,0.02923371],"genre_scores_gemma":[0.9884881,0.001736786,0.005665144,0.00007316119,0.00005878953,0.00003770623,0.00003685919,0.00001645018,0.003886961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004239503,"threshold_uncertainty_score":0.008429646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221015755","doi":"10.3390/mca27020029","title":"Applications of ANFIS-Type Methods in Simulation of Systems in Marine Environments","year":2022,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Hydrological Forecasting Using AI","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adaptive neuro fuzzy inference system; Particle swarm optimization; Genetic algorithm; Computer science; Evolutionary algorithm; Adaptability; Algorithm; Marine engineering; Simulation; Machine learning; Engineering; Artificial intelligence; Fuzzy logic; Ecology; Fuzzy control system","authors":[{"name":"Aakanksha Jain","is_ca":true},{"name":"Iman Bahreini Toussi","is_ca":true},{"name":"Abdolmajid Mohammadian","is_ca":true},{"name":"Hossein Bonakdari","is_ca":true},{"name":"Majid Sartaj","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02559893912168882,"gpt":0.3135372054881549,"spread":0.2879382663664661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008855015,0.00100497,0.000736456,0.0005648615,0.0004816814,0.0007943549,0.0007146547,0.00113013,0.002047959],"category_scores_gemma":[0.001876213,0.0004104944,0.0008289266,0.0005790496,0.000476028,0.0006524063,0.0004718515,0.001104592,0.0002366353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004735143,"about_ca_system_score_gemma":0.0006781866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0091297,"about_ca_topic_score_gemma":0.005748285,"domain_scores_codex":[0.9996806,0.0001291684,0.00003768028,0.00004002951,0.00009437915,0.00001810698],"domain_scores_gemma":[0.9990792,0.0006630762,0.0000861591,0.00003615734,0.0001175854,0.00001786835],"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":[0.00001194995,0.00001234432,0.000356686,0.00006756132,0.00002426941,0.00004834808,0.00004417692,0.9859005,0.0007872803,0.002608591,0.0001432131,0.009995101],"study_design_scores_gemma":[0.000002655164,0.00001178882,0.00007026197,0.00001304937,0.000003948441,0.000008485268,0.000008852428,0.9979559,0.0002909635,0.001036317,0.0005942947,0.000003475135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01935216,0.0008746055,0.9716098,0.0002117902,0.00009979668,0.00009362931,0.0001162053,0.0006318166,0.007010222],"genre_scores_gemma":[0.7525845,0.001753391,0.2410629,0.0001168642,0.0000778807,0.0004709649,0.0002607462,0.00009623092,0.003576475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0091297,"threshold_uncertainty_score":0.01815313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2796773090","doi":"10.3390/mca23020026","title":"A New Analytical Procedure to Solve Two Phase Flow in Tubes","year":2018,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fanshawe College; Western University","funders":"","keywords":"Curvature; Azimuth; Mathematical analysis; Flow (mathematics); Mechanics; Physics; Function (biology); Cylindrical coordinate system; Tube (container); Classical mechanics; Mathematics; Geometry; Materials science","authors":[{"name":"Terry E. Moschandreou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01978670083173606,"gpt":0.3142596073182808,"spread":0.2944729064865448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004404192,0.0004996712,0.000448577,0.0007884668,0.0005145106,0.0006125619,0.0007893054,0.0008067029,0.003837942],"category_scores_gemma":[0.0009415905,0.0002807164,0.0008081305,0.000434736,0.0006206169,0.0005416775,0.0008670011,0.0009095377,0.001247582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003422946,"about_ca_system_score_gemma":0.0009851955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007254778,"about_ca_topic_score_gemma":0.0009880583,"domain_scores_codex":[0.9998673,0.00003607677,0.000008058724,0.0000138664,0.00006370664,0.00001097757],"domain_scores_gemma":[0.9998494,0.00004627462,0.00001306563,0.00002294733,0.00005268403,0.0000154766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004333121,0.0001353398,0.0006685895,0.000322803,0.00005572685,0.0004708653,0.0004070713,0.2383048,0.06042237,0.5901735,0.003594192,0.1054014],"study_design_scores_gemma":[0.00001849172,0.0000641983,0.0001430232,0.00003164352,0.00001203265,0.0001803039,0.00003422675,0.9336471,0.004487777,0.04233169,0.01902571,0.00002381718],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006120153,0.0000871312,0.9887639,0.00009854708,0.0001192554,0.00007549953,0.00003357634,0.0001636703,0.004538239],"genre_scores_gemma":[0.09467085,0.0003253895,0.8907703,0.0001390708,0.00008954085,0.0004985175,0.00008047636,0.000226299,0.0131995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003837942,"threshold_uncertainty_score":0.0128392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417319092","doi":"10.3390/mca30060137","title":"Prediction of Compressive Strength in Fine-Grained Soils Stabilized with a Combination of Various Stabilization Agents and Nano-SiO2 Using Machine Learning Algorithms","year":2025,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Compressive strength; Atterberg limits; Soil water; Random forest; Nonlinear system; Portland cement","authors":[{"name":"Sadegh Ghavami","is_ca":false},{"name":"Hamed Naseri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01808357721048059,"gpt":0.2595455624312396,"spread":0.241461985220759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005038787,0.0006518274,0.0004416755,0.0009756181,0.0001180708,0.0003958638,0.000436738,0.0006177282,0.0002521259],"category_scores_gemma":[0.0007830204,0.0002135029,0.0005519079,0.000608605,0.0001827504,0.0005846365,0.000163263,0.0003024706,0.0001211269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004655606,"about_ca_system_score_gemma":0.0004254072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003926171,"about_ca_topic_score_gemma":0.00760053,"domain_scores_codex":[0.9998906,0.00001599802,0.000009376949,0.00003659957,0.00003372116,0.00001371071],"domain_scores_gemma":[0.9995331,0.0002238377,0.0001069446,0.00002349229,0.00009496095,0.00001760895],"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":[0.0001754717,0.0002396349,0.02727201,0.0002242279,0.00007920816,0.00008976401,0.00002131541,0.8844622,0.03910893,0.0002353966,0.0002073314,0.0478844],"study_design_scores_gemma":[0.000003295288,0.0000766734,0.004462843,0.000005912435,0.000008593703,0.000007908634,0.000009431057,0.9860124,0.009217425,0.0000981391,0.00009157127,0.000005773678],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661343,0.0005704417,0.03206519,0.00005761342,0.00001414565,0.00002362744,0.0003447832,0.0001928039,0.000597144],"genre_scores_gemma":[0.9884292,0.0002369264,0.0106941,0.00001038845,0.000003951838,0.00001999558,0.0003045171,0.000008837894,0.0002920132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003926171,"threshold_uncertainty_score":0.007806599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380987849","doi":"10.3390/mca28030076","title":"Developing a Robust Bioventing Model","year":2023,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Groundwater remediation; Environmental remediation; Petroleum engineering; Multiphase flow; Environmental science; Computer science; Engineering; Mechanics; Contamination","authors":[{"name":"Mohammad Khodabakhshi Soureshjani","is_ca":true},{"name":"Richard G. Zytner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04313783000680554,"gpt":0.2635009506781869,"spread":0.2203631206713813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007491233,0.0007203227,0.0008995428,0.0005572524,0.0004024561,0.001192101,0.001911167,0.002002975,0.002691105],"category_scores_gemma":[0.001736381,0.0004546616,0.001181604,0.0003805306,0.0005907842,0.001247982,0.001237924,0.001198994,0.0007086445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007584785,"about_ca_system_score_gemma":0.001631064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007588085,"about_ca_topic_score_gemma":0.003208593,"domain_scores_codex":[0.9997038,0.00006319391,0.00002447609,0.00007593023,0.00009489533,0.00003769082],"domain_scores_gemma":[0.9994214,0.0002667396,0.00008211635,0.00003742957,0.0001707073,0.00002162031],"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":[0.00001293291,0.00001515432,0.0002279409,0.00006322609,0.000009133007,0.00005195561,0.00002240494,0.9812356,0.002985743,0.008988203,0.0002941238,0.006093507],"study_design_scores_gemma":[0.000002321129,0.000005260621,0.00002702088,0.000003981258,0.00000210613,0.000006091396,0.000002450675,0.998173,0.0004374367,0.0007578014,0.0005799473,0.000002614119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01393694,0.0003144227,0.9782571,0.0002601011,0.00004659546,0.00007798436,0.0002468794,0.0004716331,0.006388372],"genre_scores_gemma":[0.6693043,0.001141773,0.3128036,0.0002387836,0.0001129744,0.0008218857,0.001029898,0.0003685332,0.01417832],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007588085,"threshold_uncertainty_score":0.01508784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392163585","doi":"10.3390/mca29020017","title":"An Iterative Method for Computing π by Argument Reduction of the Tangent Function","year":2024,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thoth Technology (Canada); York University","funders":"","keywords":"Reduction (mathematics); Argument (complex analysis); Tangent; Function (biology); Mathematics; Applied mathematics; Computer science; Mathematical optimization; Geometry; Medicine","authors":[{"name":"Sanjar M. Abrarov","is_ca":true},{"name":"Rehan Siddiqui","is_ca":true},{"name":"Rajinder Kumar Jagpal","is_ca":true},{"name":"Brendan M. Quine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03486880062252565,"gpt":0.397759140954994,"spread":0.3628903403324683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001120684,0.0006042053,0.0006299462,0.0009393647,0.0005006617,0.0008365757,0.001256501,0.0006075308,0.004025414],"category_scores_gemma":[0.005077338,0.0003038206,0.0006687813,0.0005004007,0.0008698062,0.001340003,0.001136107,0.001700125,0.001754878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005016424,"about_ca_system_score_gemma":0.001009648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008575954,"about_ca_topic_score_gemma":0.001265482,"domain_scores_codex":[0.9992505,0.000189585,0.00005003039,0.00008794702,0.0003594371,0.00006251634],"domain_scores_gemma":[0.9986954,0.0005113358,0.00007865117,0.000251196,0.0004056767,0.00005767472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003087529,0.0001664395,0.001329623,0.0002855329,0.00009515398,0.0002469724,0.0003509781,0.1780547,0.04691615,0.2171054,0.005581742,0.5495586],"study_design_scores_gemma":[0.00004701862,0.00015543,0.00033559,0.00002668934,0.00002072163,0.0001713669,0.0000282492,0.9328637,0.02096609,0.03636282,0.008981765,0.00004046511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003147057,0.00003283525,0.9951966,0.00003245617,0.00003989053,0.00002426006,0.00001075992,0.0002848966,0.001231259],"genre_scores_gemma":[0.07082339,0.00006615868,0.926154,0.00007006147,0.00004096056,0.00008980332,0.00006335547,0.0002963099,0.002395974],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004025414,"threshold_uncertainty_score":0.0134663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097843663","doi":"10.3390/mca25040073","title":"An Efficient Framework for Multi-Objective Risk-Informed Decision Support Systems for Drainage Rehabilitation","year":2020,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Water resources management and optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"","keywords":"Mathematical optimization; Constraint (computer-aided design); Key (lock); Computer science; Function (biology); Optimization problem; Engineering; Mathematics; Mechanical engineering","authors":[{"name":"Xiatong Cai","is_ca":true},{"name":"Abdolmajid Mohammadian","is_ca":true},{"name":"Hamidreza Shirkhani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01617135812235155,"gpt":0.27140519274011,"spread":0.2552338346177585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002220792,0.00164998,0.001781192,0.0008910554,0.0007683017,0.001798436,0.002142641,0.001756241,0.002767045],"category_scores_gemma":[0.002887071,0.0007932168,0.001871001,0.0009864061,0.0008043277,0.001838246,0.002153015,0.002022055,0.0003984474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001499682,"about_ca_system_score_gemma":0.003407582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148636,"about_ca_topic_score_gemma":0.009985465,"domain_scores_codex":[0.9989656,0.0004450014,0.00006108674,0.0001492064,0.0002733452,0.0001057862],"domain_scores_gemma":[0.9992458,0.0004004856,0.00008194899,0.00005040129,0.00017484,0.00004661455],"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":[0.000008411489,0.00001395086,0.00009930501,0.00003015846,0.00001545906,0.00002419478,0.00001493037,0.9845651,0.0002516276,0.009046313,0.0001981969,0.005732285],"study_design_scores_gemma":[0.000004329967,0.000007852283,0.00001750048,0.000004536581,0.000004708596,0.000004451115,0.000004727332,0.9962689,0.00007337083,0.003288261,0.0003181903,0.000003192851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00249473,0.0001340288,0.9960025,0.0001002601,0.00001534614,0.00004108521,0.00003712473,0.000114396,0.001060426],"genre_scores_gemma":[0.3701561,0.0005863301,0.6262341,0.0001156815,0.00006659865,0.0007361321,0.0002765051,0.0001132799,0.001715274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01148636,"threshold_uncertainty_score":0.02283901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392865034","doi":"10.3390/mca29020021","title":"Semi-Supervised Machine Learning Method for Predicting Observed Individual Risk Preference Using Gallup Data","year":2024,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Preference; Machine learning; Computer science; Artificial intelligence; Econometrics; Psychology; Statistics; Economics; Mathematics","authors":[{"name":"Faroque Ahmed","is_ca":false},{"name":"Mrittika Shamsuddin","is_ca":true},{"name":"Tanzila Sultana","is_ca":false},{"name":"Rittika Shamsuddin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1318244502379006,"gpt":0.3101153424516842,"spread":0.1782908922137835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003265527,0.0009745827,0.001350143,0.001600182,0.0004508153,0.0007243548,0.001670433,0.001104257,0.001333371],"category_scores_gemma":[0.008641906,0.0003432115,0.001373224,0.001254829,0.0004838018,0.0008919409,0.0008236867,0.001509252,0.0007278915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005226576,"about_ca_system_score_gemma":0.001043768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005276301,"about_ca_topic_score_gemma":0.006327617,"domain_scores_codex":[0.9983752,0.0007771679,0.0001843944,0.0003880451,0.0001589232,0.00011632],"domain_scores_gemma":[0.9930428,0.00440165,0.0007758139,0.0008072009,0.0008021541,0.0001702794],"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":[0.0009029598,0.001165258,0.07843892,0.0003733314,0.0007078425,0.0003995281,0.0004573955,0.5669817,0.003343626,0.003635229,0.007312736,0.3362814],"study_design_scores_gemma":[0.00001254179,0.0000520002,0.003977812,0.00001355738,0.00001634473,0.00003453813,0.00003699744,0.9924844,0.0004793936,0.002536572,0.0003415462,0.00001427189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3097686,0.0006582362,0.6825684,0.0005385296,0.0001140534,0.0003443787,0.002951137,0.001652644,0.001404072],"genre_scores_gemma":[0.8621868,0.0001713687,0.1304276,0.0001707978,0.0001016705,0.0004599988,0.005179826,0.00005050661,0.00125139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005276301,"threshold_uncertainty_score":0.01726997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280507516","doi":"10.3390/mca27030042","title":"Finding the Conjectured Sequence of Largest Small n-Polygons by Numerical Optimization","year":2022,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Polygon (computer graphics); Solver; Sequence (biology); Mathematics; Combinatorics; Class (philosophy); Range (aeronautics); Applied mathematics; Mathematical optimization; Algorithm; Computer science; Artificial intelligence","authors":[{"name":"János D. Pintér","is_ca":false},{"name":"F. J. Kampas","is_ca":false},{"name":"Ignacio Castillo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02207728021900386,"gpt":0.2503259929153343,"spread":0.2282487126963304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001038059,0.000619481,0.0007022172,0.0006799086,0.000518913,0.001161259,0.0009198337,0.0008335261,0.003284947],"category_scores_gemma":[0.006840191,0.0005265732,0.0008148844,0.0003841056,0.001414371,0.001586946,0.001068023,0.001170201,0.0005251226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009496992,"about_ca_system_score_gemma":0.001286417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00266891,"about_ca_topic_score_gemma":0.003484168,"domain_scores_codex":[0.9996608,0.00009438826,0.00001528813,0.00007554129,0.0001013098,0.00005262579],"domain_scores_gemma":[0.9981846,0.001127248,0.0002289513,0.0001922859,0.0001683695,0.0000984509],"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":[0.00005668825,0.00003472267,0.001694403,0.0001340814,0.00001154685,0.0001018801,0.00008855478,0.8797517,0.003194558,0.1000478,0.001802968,0.01308105],"study_design_scores_gemma":[0.000006858754,0.00001742235,0.0001269327,0.00001961754,0.000002889317,0.00002747869,0.00004023743,0.9679635,0.001152929,0.02925369,0.001382634,0.000005793778],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09751798,0.0002601111,0.8851396,0.0005068214,0.00006114272,0.00006621452,0.0002678118,0.0002686903,0.0159116],"genre_scores_gemma":[0.6104947,0.0004227794,0.3826907,0.0001600846,0.00003829803,0.000290787,0.000411278,0.0003052746,0.005186116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003284947,"threshold_uncertainty_score":0.01098931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399207140","doi":"10.3390/mca29030042","title":"DSTree: A Spatio-Temporal Indexing Data Structure for Distributed Networks","year":2024,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"Global Water Futures","keywords":"Search engine indexing; Computer science; Information retrieval","authors":[{"name":"Majid Hojati","is_ca":true},{"name":"Steven A. Roberts","is_ca":true},{"name":"Colin Robertson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02717607155937322,"gpt":0.285693085630551,"spread":0.2585170140711778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002468591,0.001156123,0.001366172,0.003192636,0.001776968,0.00399671,0.004166058,0.001317532,0.007118692],"category_scores_gemma":[0.008759611,0.0008528816,0.001258497,0.005574803,0.00108546,0.007515111,0.004521224,0.002130817,0.005052418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859635,"about_ca_system_score_gemma":0.002868643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007272407,"about_ca_topic_score_gemma":0.008806717,"domain_scores_codex":[0.9974486,0.0004119719,0.0005206476,0.000356995,0.00109143,0.0001703169],"domain_scores_gemma":[0.9949909,0.001009445,0.0004978798,0.001951308,0.001121008,0.0004293609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009553834,0.0002549448,0.004856117,0.002091087,0.0002642839,0.0006225582,0.0016562,0.04933371,0.01635725,0.1947246,0.2659197,0.4629641],"study_design_scores_gemma":[0.0002260175,0.0002788019,0.00153367,0.0002883382,0.00006905626,0.0007380972,0.0004784558,0.1885107,0.01460711,0.1338719,0.6591526,0.0002451194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00480454,0.001409572,0.9281454,0.001028417,0.0004785405,0.0007477559,0.02473558,0.03093869,0.007711424],"genre_scores_gemma":[0.1036223,0.00259152,0.7915744,0.0009895859,0.000337648,0.002281237,0.08556415,0.004062488,0.008976622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007272407,"threshold_uncertainty_score":0.02381444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391652408","doi":"10.3390/mca29010013","title":"Magnesium and Calcium Transport along the Male Rat Kidney: Effect of Diuretics","year":2024,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Magnesium in Health and Disease","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Calcium; Magnesium; Chemistry; Internal medicine; Medicine","authors":[{"name":"Pritha Dutta","is_ca":true},{"name":"Anita T. Layton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01011925233981038,"gpt":0.2852233045637647,"spread":0.2751040522239543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001628777,0.0004010515,0.0006128066,0.00025425,0.0002117076,0.00032468,0.0008382489,0.0006249085,0.001021596],"category_scores_gemma":[0.0002388207,0.0002446971,0.000684579,0.000305644,0.0003067626,0.000409605,0.0002572423,0.0005721817,0.0002118765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000659442,"about_ca_system_score_gemma":0.0006581875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01421329,"about_ca_topic_score_gemma":0.008844499,"domain_scores_codex":[0.9998719,0.00001522361,0.000006645471,0.00003703405,0.00003069607,0.00003846164],"domain_scores_gemma":[0.9997748,0.00004303521,0.00006638236,0.00002569299,0.00003816048,0.00005203915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00388238,0.0008768767,0.006232794,0.0003280226,0.0001264514,0.0004086408,0.0001424896,0.06246841,0.9157907,0.001306987,0.0003657317,0.008070659],"study_design_scores_gemma":[0.000494783,0.004129762,0.01430069,0.00001983315,0.000252958,0.0002411078,0.0001863469,0.1868903,0.7888967,0.0009021051,0.003581065,0.0001043751],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968519,0.0007793399,0.001119064,0.0001389149,0.00002648305,0.000009489721,0.0003643996,0.00007275214,0.000637759],"genre_scores_gemma":[0.9959103,0.0007326578,0.001961797,0.00003415728,0.000007511171,0.00001418616,0.0002105242,0.0000239602,0.001105001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01421329,"threshold_uncertainty_score":0.02826113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414621179","doi":"10.3390/mca30050106","title":"High-Performance Simulation of Generalized Tempered Stable Random Variates: Exact and Numerical Methods for Heavy-Tailed Data","year":2025,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Stable distribution; Inversion (geology); Fourier transform; Distribution (mathematics); Series (stratigraphy); Exponential function; Numerical analysis; Time series; Stability (learning theory)","authors":[{"name":"Aubain Nzokem","is_ca":true},{"name":"Daniel Maposa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09628627980499271,"gpt":0.4092471900606585,"spread":0.3129609102556658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00273862,0.0006070316,0.0007666387,0.0007350028,0.0005311579,0.001105826,0.001345186,0.001204186,0.002316003],"category_scores_gemma":[0.01146253,0.0003151045,0.0007012589,0.0007187579,0.001051425,0.001310198,0.001111752,0.001416855,0.0004433309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007969809,"about_ca_system_score_gemma":0.001072512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00648008,"about_ca_topic_score_gemma":0.003695716,"domain_scores_codex":[0.9993106,0.0003224943,0.00003995829,0.00006922799,0.0002047874,0.0000529478],"domain_scores_gemma":[0.9946924,0.003679098,0.0003491723,0.0005464723,0.0006001969,0.0001326305],"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":[0.00003426506,0.00002594788,0.0008656477,0.00003293767,0.00001706273,0.00004013061,0.00004915381,0.959202,0.0007543102,0.02730441,0.0003064169,0.0113677],"study_design_scores_gemma":[0.000001856307,0.000002773375,0.00001846764,0.000002175425,7.444099e-7,0.000004068325,0.000002190962,0.9977119,0.0001077444,0.002046282,0.000100121,0.000001717624],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01816829,0.0001775705,0.9793215,0.0001266328,0.00003728239,0.00003704041,0.00004654645,0.0003442329,0.001740763],"genre_scores_gemma":[0.6637914,0.0003617728,0.3329813,0.0001395335,0.0000526062,0.000226151,0.0001972705,0.0002339195,0.002016148],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00648008,"threshold_uncertainty_score":0.01448339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281786317","doi":"10.3390/mca27030047","title":"Integrated Finite Strip Computation for Modelling and Frequency Analysis of Hybrid Laminated FRP Structures","year":2022,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fibre-reinforced plastic; Structural engineering; STRIPS; Finite element method; Finite strip method; Vibration; Deck; Boundary value problem; Bridge (graph theory); Computer science; Engineering; Acoustics; Algorithm; Mathematics","authors":[{"name":"Hamidreza Naderian","is_ca":true},{"name":"Moe M. S. Cheung","is_ca":false},{"name":"Elena Dragomirescu","is_ca":true},{"name":"Abdolmajid Mohammadian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01413543170106949,"gpt":0.2292492708424749,"spread":0.2151138391414054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002419865,0.0004428687,0.0003163965,0.0003555293,0.000198336,0.0003268353,0.0006775442,0.0006148243,0.001190037],"category_scores_gemma":[0.0005282794,0.0002560596,0.0003754445,0.0002849797,0.0003258966,0.0004199082,0.0003590902,0.0003731973,0.0003015875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904983,"about_ca_system_score_gemma":0.000352482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128571,"about_ca_topic_score_gemma":0.001340609,"domain_scores_codex":[0.9999027,0.00002756871,0.000003652932,0.00001149638,0.0000449426,0.000009580996],"domain_scores_gemma":[0.9997843,0.000116645,0.00002547049,0.00002918631,0.00003614309,0.000008270415],"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":[0.00003320075,0.00002673091,0.0007214803,0.00004617238,0.0000206741,0.00009198969,0.00006614651,0.9550377,0.01320962,0.007087328,0.0002421977,0.02341668],"study_design_scores_gemma":[0.00000191544,0.00001045305,0.00006761059,0.000002251094,0.000001413918,0.00001185065,0.000005048117,0.9982609,0.0007416739,0.0005868878,0.0003087642,0.000001203158],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05079404,0.00007803332,0.9457589,0.00002767544,0.00001214439,0.00001879452,0.00005029199,0.0002602823,0.002999826],"genre_scores_gemma":[0.69462,0.0001677471,0.3023001,0.00002333623,0.00001721221,0.0001139177,0.0001665944,0.0001147297,0.002476352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001190037,"threshold_uncertainty_score":0.003981054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385260299","doi":"10.3390/mca28040085","title":"Moments of the Negative Multinomial Distribution","year":2023,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Multinomial distribution; Negative multinomial distribution; Distribution (mathematics); Mathematics; Statistics; Negative binomial distribution; Beta-binomial distribution; Poisson distribution; Mathematical analysis","authors":[{"name":"Frédéric Ouimet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04970134594663277,"gpt":0.3432340746326143,"spread":0.2935327286859815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002700135,0.0005058672,0.0006904547,0.001730051,0.0004858986,0.001462018,0.0008262678,0.0004741817,0.004637939],"category_scores_gemma":[0.0199944,0.0002585847,0.0005467143,0.001198394,0.002106666,0.002391832,0.0009976755,0.001250057,0.00114711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006918095,"about_ca_system_score_gemma":0.0008738842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001208453,"about_ca_topic_score_gemma":0.00111104,"domain_scores_codex":[0.9987838,0.0004112412,0.00006482681,0.0001946358,0.0003699486,0.0001756831],"domain_scores_gemma":[0.9924607,0.005070095,0.0007532337,0.000486072,0.00102885,0.0002011089],"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":[0.0001007582,0.0000348645,0.00389173,0.0002461772,0.00003187664,0.0005740354,0.0003629027,0.04103991,0.004184301,0.8885203,0.005449668,0.05556342],"study_design_scores_gemma":[0.00002120537,0.00004807694,0.003738239,0.0001644707,0.00002985393,0.001336112,0.0001657849,0.317698,0.002093202,0.6639917,0.01063173,0.00008157848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04327443,0.001509782,0.9447144,0.0004647466,0.0001757476,0.00004397647,0.0003020806,0.0002611942,0.009253724],"genre_scores_gemma":[0.8208895,0.0043907,0.1593217,0.0005458624,0.0007875884,0.0002788934,0.0008556229,0.0003316843,0.01259835],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004637939,"threshold_uncertainty_score":0.01551539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311390664","doi":"10.3390/mca27060111","title":"A Survey on Newhouse Thickness, Fractal Intersections and Patterns","year":2022,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Mathematical Dynamics and Fractals","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Fractal; Lemma (botany); Connection (principal bundle); Mathematics; Line (geometry); Geometry; Mathematical analysis","authors":[{"name":"Alexia Yavicoli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03594706450059176,"gpt":0.297966796825929,"spread":0.2620197323253373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347459,0.00106481,0.001344757,0.003856032,0.001221148,0.00385995,0.00122428,0.001559707,0.007283649],"category_scores_gemma":[0.004047714,0.0009843872,0.0007769083,0.006865716,0.003249756,0.01057411,0.002027989,0.002590177,0.001633538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001825979,"about_ca_system_score_gemma":0.001043307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00159014,"about_ca_topic_score_gemma":0.001382336,"domain_scores_codex":[0.9989188,0.0002293217,0.000106938,0.0002636975,0.0003835284,0.00009775016],"domain_scores_gemma":[0.9979109,0.001425947,0.000146079,0.0001743382,0.0002439889,0.00009868511],"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":[0.00003961959,0.00003905399,0.0008331038,0.00173745,0.00003049154,0.0001504166,0.0004013106,0.002555272,0.0005680065,0.8728718,0.01149647,0.1092769],"study_design_scores_gemma":[0.0000129416,0.00008283358,0.0009994862,0.001019867,0.00002918775,0.0008582191,0.0003827295,0.004259077,0.0006806122,0.6692273,0.3223815,0.0000663459],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02069782,0.6794552,0.1347077,0.007225316,0.002226408,0.00007221134,0.0005150394,0.0002312055,0.154869],"genre_scores_gemma":[0.1955581,0.7017556,0.05861472,0.003414609,0.00685877,0.0001785281,0.001046792,0.0002944827,0.03227837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007283649,"threshold_uncertainty_score":0.02436626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415812897","doi":"10.3390/mca30060120","title":"A Fav-Jerry Distribution Under Joint Type-II Censoring: Quantifying Cross-Cultural Differences in Autism Knowledge","year":2025,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Al-Imam Muhammad Ibn Saud Islamic University","keywords":"Censoring (clinical trials); Markov chain Monte Carlo; Quantile; Joint probability distribution; Bayesian probability; Markov chain; Estimation; Missing data; Maximum likelihood","authors":[{"name":"A. S. Al-Moisheer","is_ca":false},{"name":"Khalaf S. Sultan","is_ca":false},{"name":"Mahmoud M. M. Mansour","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1513308700822278,"gpt":0.4225544716464479,"spread":0.2712236015642202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02057045,0.0006413767,0.001014779,0.003242876,0.0008627948,0.002403484,0.002337531,0.002059503,0.002646348],"category_scores_gemma":[0.09141684,0.0004765161,0.001501861,0.002730379,0.004979838,0.003039147,0.003164751,0.00193941,0.0002225598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145103,"about_ca_system_score_gemma":0.0009460728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005577148,"about_ca_topic_score_gemma":0.003711441,"domain_scores_codex":[0.9937396,0.003533085,0.0003541356,0.001296696,0.0007221384,0.0003543706],"domain_scores_gemma":[0.9137444,0.06495205,0.007750256,0.009902542,0.002378256,0.001272429],"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":[0.0003978647,0.0001340305,0.3344458,0.0005498765,0.001087961,0.001903214,0.006338018,0.13419,0.003249985,0.3933955,0.001510243,0.1227976],"study_design_scores_gemma":[0.00003981084,0.0004722642,0.1559638,0.0002608195,0.0003083509,0.002378668,0.002732587,0.4517373,0.00184633,0.3798178,0.004188078,0.0002541016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3185087,0.001047857,0.6753739,0.0005831541,0.00007444374,0.0001427412,0.000257895,0.0001581005,0.003853226],"genre_scores_gemma":[0.9684609,0.0002931113,0.02997328,0.0001193834,0.00004669884,0.0001032517,0.0001905633,0.0000309616,0.000781985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02057045,"threshold_uncertainty_score":0.1087882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391932718","doi":"10.3390/mca29010016","title":"Three-Dimensional Model for Bioventing: Mathematical Solution, Calibration and Validation","year":2024,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Calibration; Model validation; Biological system; Computer science; Environmental science; Biochemical engineering; Engineering; Mathematics; Statistics; Biology","authors":[{"name":"Mohammad Khodabakhshi Soureshjani","is_ca":true},{"name":"Hermann J. Eberl","is_ca":true},{"name":"Richard G. Zytner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01921984434742843,"gpt":0.2407282764535678,"spread":0.2215084321061394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007355721,0.000925877,0.0008747977,0.00054417,0.0005209272,0.001229642,0.001827736,0.002604124,0.003408013],"category_scores_gemma":[0.00148215,0.0004288811,0.001338403,0.0004931852,0.0006478022,0.0007331647,0.00113703,0.00166742,0.0008219805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007983011,"about_ca_system_score_gemma":0.001157845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01111078,"about_ca_topic_score_gemma":0.003755123,"domain_scores_codex":[0.9996908,0.00007208306,0.00002571029,0.00006624575,0.0001083239,0.00003681011],"domain_scores_gemma":[0.9992906,0.0003503281,0.00007429183,0.0000542134,0.0002131401,0.00001743652],"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":[0.00002234726,0.0000253964,0.0004042193,0.00008730884,0.00001035716,0.00004963103,0.00003094507,0.9871967,0.002925661,0.00330387,0.0002366084,0.005706915],"study_design_scores_gemma":[0.000003759572,0.000007324094,0.00006720707,0.000004930039,0.000002069725,0.000007470985,0.000003835511,0.9980314,0.0007211094,0.0003630026,0.0007840091,0.000003888877],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02700382,0.000412319,0.9645089,0.0002147383,0.00007741211,0.0001453422,0.0006767596,0.0008235707,0.006137085],"genre_scores_gemma":[0.7208127,0.00110683,0.2613309,0.0002147897,0.00006142981,0.00210133,0.001897483,0.0002940444,0.01218056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01111078,"threshold_uncertainty_score":0.02209222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3145302275","doi":"10.3390/mca26020026","title":"Investigation on the Mathematical Relation Model of Structural Reliability and Structural Robustness","year":2021,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Henan University of Technology","keywords":"Robustness (evolution); Structural system; Truss; Computer science; Cantilever; Structural reliability; Reliability engineering; Structural engineering; Engineering; Artificial intelligence; Probabilistic logic","authors":[{"name":"Qiwen Jin","is_ca":false},{"name":"Zheng Liu","is_ca":true},{"name":"Shuanhai He","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09714453315611829,"gpt":0.3036323047806799,"spread":0.2064877716245616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00177691,0.0008590729,0.0005878922,0.002016832,0.00036426,0.001080408,0.001009494,0.001100871,0.002712652],"category_scores_gemma":[0.007059589,0.0004289371,0.001292085,0.001198009,0.001504726,0.004162325,0.0007646085,0.001805835,0.0004754594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001671268,"about_ca_system_score_gemma":0.0009355912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002849705,"about_ca_topic_score_gemma":0.001329165,"domain_scores_codex":[0.99875,0.0003191872,0.00007259707,0.0003130404,0.0004433733,0.0001018258],"domain_scores_gemma":[0.9966362,0.002034874,0.0004325603,0.0001627771,0.0006882004,0.00004535491],"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":[0.00002746287,0.00005174601,0.002554648,0.0003704065,0.00008672746,0.0003062005,0.0003622284,0.3162547,0.00948687,0.6249058,0.001916806,0.04367636],"study_design_scores_gemma":[0.000004859211,0.00008968516,0.001723581,0.00004878264,0.00005070653,0.0003478814,0.00007441048,0.859992,0.001740603,0.1318405,0.004039174,0.00004781876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02382004,0.003771767,0.9560312,0.0009098289,0.0000836184,0.00004705734,0.00008899995,0.00009853351,0.01514886],"genre_scores_gemma":[0.8784396,0.01090893,0.09516556,0.0003486979,0.0004314562,0.0002971096,0.0003000705,0.00008940369,0.01401923],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002849705,"threshold_uncertainty_score":0.01212597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404992514","doi":"10.3390/mca29060113","title":"A Network-Based Study of the Dynamics of Aβ and τ Proteins in Alzheimer’s Disease","year":2024,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; Pfizer; Novartis Pharmaceuticals Corporation; University of Southern California; Biogen; Eli Lilly and Company; Bristol-Myers Squibb; BioClinica; U.S. Department of Defense; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics; Università di Bologna; Alzheimer's Association","keywords":"Disease; Dynamics (music); Alzheimer's disease; Neuroscience; Medicine; Psychology; Computer science; Internal medicine","authors":[{"name":"S. Bianchi","is_ca":false},{"name":"Germana Landi","is_ca":false},{"name":"Camilla Marella","is_ca":false},{"name":"Maria Carla Tesi","is_ca":false},{"name":"Claudia Testa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02912385315898352,"gpt":0.3212781205752772,"spread":0.2921542674162936,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005686702,0.0004197467,0.0003037514,0.0006805304,0.0003404905,0.0006716423,0.0004601552,0.0009868047,0.001311815],"category_scores_gemma":[0.002545425,0.0001820056,0.0004653341,0.0004294198,0.0007594705,0.001377401,0.0004694388,0.0005243222,0.00008850955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008786262,"about_ca_system_score_gemma":0.0004244345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006464871,"about_ca_topic_score_gemma":0.004081728,"domain_scores_codex":[0.9998633,0.00007364959,0.000004516078,0.00002743847,0.00001395903,0.00001716817],"domain_scores_gemma":[0.9991241,0.0005713496,0.0001536669,0.00002923989,0.00005222058,0.00006950599],"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":[0.00006378488,0.00004455774,0.003946603,0.00006699953,0.00005846612,0.0001254457,0.0001109322,0.9200892,0.002832509,0.06831598,0.000607357,0.003738173],"study_design_scores_gemma":[0.000005224537,0.00002286068,0.001356187,0.00001190336,0.000009367254,0.00002897088,0.00003046131,0.9806643,0.0001895008,0.01721008,0.000464168,0.000007072244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7703437,0.003338197,0.2107815,0.004306095,0.00008834778,0.00003616275,0.0003596203,0.00008970877,0.01065657],"genre_scores_gemma":[0.9844514,0.001335791,0.01088575,0.0001102869,0.00003942632,0.00003238453,0.0001213603,0.00001188849,0.003011669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006464871,"threshold_uncertainty_score":0.01285446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406800729","doi":"10.3390/mca30010013","title":"Reduced-Order Model for Cell Volume Homeostasis: Application to Aqueous Humor Production","year":2025,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"National Eye Institute; New York Eye and Ear Infirmary of Mount Sinai; Research to Prevent Blindness; National Science Foundation; National Institutes of Health; Glaucoma Foundation","keywords":"Chemistry; Homeostasis; Extracellular; Biophysics; Volume (thermodynamics); Sodium; Carbonic anhydrase; Biochemistry; Thermodynamics; Cell biology; Biology; Enzyme; Physics; Organic chemistry","authors":[{"name":"Riccardo Sacco","is_ca":false},{"name":"Greta Chiaravalli","is_ca":false},{"name":"Giovanna Guidoboni","is_ca":false},{"name":"Anita T. Layton","is_ca":true},{"name":"Gal Antman","is_ca":false},{"name":"Keren Wood Shalem","is_ca":false},{"name":"Alice Verticchio","is_ca":false},{"name":"Brent Siesky","is_ca":false},{"name":"Alon Harris","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009696174906680871,"gpt":0.275923876952107,"spread":0.2662277020454261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004053042,0.0007525768,0.001158052,0.0004951655,0.0005550113,0.001196883,0.001376939,0.002094822,0.002830015],"category_scores_gemma":[0.001319804,0.0004373869,0.001361909,0.0004891439,0.000850114,0.0007555279,0.0009910549,0.00111807,0.0006758181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250172,"about_ca_system_score_gemma":0.001398432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0200769,"about_ca_topic_score_gemma":0.007649058,"domain_scores_codex":[0.999803,0.00005146289,0.00001021223,0.00003752065,0.00006177431,0.00003601927],"domain_scores_gemma":[0.9994413,0.0002465014,0.00008731842,0.00003281812,0.0001512025,0.00004082069],"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":[0.00001252946,0.00001179891,0.0002021316,0.00002604078,0.000007848189,0.0000600021,0.00003220944,0.9893421,0.001518408,0.007590653,0.0002253658,0.0009708505],"study_design_scores_gemma":[0.000002855287,0.000005525799,0.00003391768,0.000001651652,0.000002329544,0.000005880904,0.00000433202,0.9985328,0.0001078648,0.001006002,0.0002936158,0.000003284463],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09190197,0.001319652,0.8732436,0.001077635,0.0001971015,0.0001141453,0.0009311151,0.0007813343,0.0304334],"genre_scores_gemma":[0.9175015,0.001208403,0.04806754,0.0003184584,0.0001201536,0.000518303,0.0009187741,0.0003080858,0.0310388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0200769,"threshold_uncertainty_score":0.03992009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404046040","doi":"10.3390/mca29060100","title":"Numerical Study of Multi-Term Time-Fractional Sub-Diffusion Equation Using Hybrid L1 Scheme with Quintic Hermite Splines","year":2024,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Hermite polynomials; Quintic function; Term (time); Scheme (mathematics); Mathematics; Applied mathematics; Diffusion; Mathematical analysis; Diffusion equation; Physics; Engineering","authors":[{"name":"Priyanka Priyanka","is_ca":false},{"name":"Shelly Arora","is_ca":false},{"name":"Saroj Kumar Sahani","is_ca":false},{"name":"Sharandeep Singh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06602536224347169,"gpt":0.340178326751578,"spread":0.2741529645081063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006498784,0.0004722209,0.0008937917,0.0004202394,0.000600896,0.0006809001,0.0007354403,0.001457503,0.0009171714],"category_scores_gemma":[0.0008731705,0.0001887854,0.0007896933,0.0005200766,0.0006548729,0.0006472079,0.0006608548,0.000757655,0.00008077931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004658021,"about_ca_system_score_gemma":0.0007049883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006851596,"about_ca_topic_score_gemma":0.002759641,"domain_scores_codex":[0.9997922,0.00006534772,0.00001274032,0.00002732946,0.00007518924,0.00002727717],"domain_scores_gemma":[0.9995951,0.0002041181,0.00005652641,0.00002831373,0.00008932377,0.00002660759],"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":[0.000089,0.00005740401,0.001529403,0.0001690726,0.00002994673,0.0002920288,0.0001774274,0.9492353,0.01602754,0.02048132,0.0003411662,0.01157031],"study_design_scores_gemma":[0.000003016811,0.00001388936,0.00006765518,0.000002821739,0.000002083179,0.00001404136,0.000008323454,0.9987867,0.0004807765,0.0004137092,0.0002028424,0.000004092791],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3195751,0.002507471,0.6623763,0.0009884981,0.0003554855,0.00008762874,0.0001104399,0.000224376,0.01377463],"genre_scores_gemma":[0.9233965,0.0007926331,0.07087595,0.00004827592,0.00005611545,0.00008299624,0.0000697934,0.0000257646,0.004651931],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006851596,"threshold_uncertainty_score":0.01362342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409284473","doi":"10.3390/mca30020040","title":"Fractional Diffusion: A Structured Approach to Application with Examples","year":2025,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Deutsche Forschungsgemeinschaft; Technische Universität Chemnitz","keywords":"Diffusion; Statistical physics; Applied mathematics; Computer science; Mathematics; Calculus (dental); Medicine; Physics; Thermodynamics; Dentistry","authors":[{"name":"Kathrin Kulmus","is_ca":false},{"name":"Christopher Essex","is_ca":true},{"name":"Karl Heinz Hoffmann","is_ca":false},{"name":"Janett Prehl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02688953521418878,"gpt":0.2987661351324946,"spread":0.2718765999183058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001314871,0.0009373981,0.0007331374,0.002222812,0.001143227,0.002703871,0.001726906,0.00157507,0.01137947],"category_scores_gemma":[0.007167079,0.0003680089,0.001115859,0.002108373,0.00192774,0.003246051,0.003174217,0.002462656,0.002314577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000931809,"about_ca_system_score_gemma":0.000524968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009144342,"about_ca_topic_score_gemma":0.001038206,"domain_scores_codex":[0.9992201,0.0003510187,0.00007183664,0.00009867972,0.0002222705,0.0000361114],"domain_scores_gemma":[0.9982226,0.001210216,0.00009384661,0.0001953534,0.0002017615,0.00007603787],"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":[0.00002046382,0.00005530782,0.0002094717,0.0002059907,0.000011174,0.0003901964,0.0005594022,0.01508379,0.001007249,0.9322268,0.007661551,0.04256861],"study_design_scores_gemma":[0.000009500129,0.0000226231,0.00008872105,0.0001417868,0.000006826567,0.000258165,0.0001324647,0.06762058,0.0004692135,0.8636593,0.06757462,0.00001606448],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006086957,0.003967734,0.9267997,0.002883175,0.0003362183,0.0001133718,0.0001929258,0.0003937412,0.05922622],"genre_scores_gemma":[0.1226335,0.006507759,0.8464431,0.0006146281,0.0007253843,0.0004320588,0.0003856512,0.0002631305,0.02199481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01137947,"threshold_uncertainty_score":0.03806818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405494970","doi":"10.3390/mca29060120","title":"Efficient Finite-Difference Estimation of Second-Order Parametric Sensitivities for Stochastic Discrete Biochemical Systems","year":2024,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Parametric statistics; Sensitivity (control systems); Population; Biological system; Applied mathematics; Stochastic process; Computer science; Parametric model; Estimation theory; Stochastic modelling; Finite difference; Mathematics; Mathematical optimization; Statistical physics; Algorithm; Physics; Statistics; Engineering; Mathematical analysis; Biology","authors":[{"name":"Fauzia Jabeen","is_ca":true},{"name":"Silvana Ilie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009416838343819922,"gpt":0.252123546528501,"spread":0.2427067081846811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002084072,0.0007084841,0.0007860688,0.0005314284,0.0003415597,0.0007198698,0.001087328,0.00107294,0.0006536916],"category_scores_gemma":[0.006495422,0.0004812769,0.0007161396,0.0002995064,0.000905793,0.0006862974,0.0009218476,0.001348595,0.0001282488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103481,"about_ca_system_score_gemma":0.001065139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004930248,"about_ca_topic_score_gemma":0.003121189,"domain_scores_codex":[0.9995288,0.0002241727,0.00002180881,0.00005490248,0.0001363222,0.00003404521],"domain_scores_gemma":[0.9960606,0.003232446,0.0002313117,0.0001469277,0.0002485936,0.0000800948],"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":[0.00002845736,0.00002432673,0.0003385768,0.00002997229,0.00002132897,0.00003185854,0.00004174504,0.9823499,0.003885939,0.006050826,0.00006987472,0.007127164],"study_design_scores_gemma":[6.364883e-7,0.000002503011,0.00001457118,6.902587e-7,5.066298e-7,0.000001739429,6.436103e-7,0.999386,0.0002049817,0.000365859,0.00002065898,0.000001226758],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01919806,0.00007437959,0.9800838,0.00006970836,0.00001278328,0.00001619471,0.00001398031,0.0001215461,0.0004095665],"genre_scores_gemma":[0.8031287,0.0001785317,0.1947555,0.00006346378,0.00001993179,0.0001392459,0.00009995324,0.00008789705,0.001526882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004930248,"threshold_uncertainty_score":0.01102179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405257145","doi":"10.3390/mca29060116","title":"A PDE-ODE Coupled Model for Biofilm Growth in Porous Media That Accounts for Longitudinal Diffusion and Its Effect on Substrate Degradation","year":2024,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biofilm; Diffusion; Substrate (aquarium); Porous medium; Materials science; Chemical engineering; Chemical physics; Chemistry; Mechanics; Porosity; Thermodynamics; Bacteria; Physics; Geology; Composite material","authors":[{"name":"Emma Bottomley","is_ca":true},{"name":"Hermann J. Eberl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02542384362480742,"gpt":0.2607784293341788,"spread":0.2353545857093713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003035945,0.0006856851,0.0008737635,0.0004287441,0.0003622442,0.0008269685,0.001089031,0.001870168,0.001045523],"category_scores_gemma":[0.000756753,0.0003765982,0.001244105,0.0004194058,0.0006446501,0.0006072822,0.001031264,0.0009395159,0.0002462246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007304156,"about_ca_system_score_gemma":0.001082359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009336195,"about_ca_topic_score_gemma":0.005247516,"domain_scores_codex":[0.9998254,0.00002493568,0.00001202355,0.00005046555,0.00006262065,0.00002463739],"domain_scores_gemma":[0.9997126,0.0001364277,0.00005022907,0.00001768975,0.00005976551,0.00002335933],"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":[0.00001275599,0.00003528899,0.0006162324,0.00009348322,0.00002535694,0.0001541677,0.00005006244,0.9735469,0.01119562,0.0106552,0.0002600436,0.003354911],"study_design_scores_gemma":[0.000005793018,0.00001633035,0.0002240418,0.000003386148,0.000008435031,0.00002475688,0.000005136149,0.9970118,0.0006634499,0.001335089,0.0006936828,0.000007977694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09543571,0.001044589,0.8851797,0.000752026,0.0002876863,0.0001159771,0.0008145644,0.0002610475,0.01610876],"genre_scores_gemma":[0.8872639,0.00140971,0.08478029,0.0002796334,0.0001474311,0.0005870636,0.0007206036,0.0001139891,0.02469743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009336195,"threshold_uncertainty_score":0.01856375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410171655","doi":"10.3390/mca30030051","title":"Recent Advances and New Challenges in Coupled Systems and Networks: Theory, Modelling, and Applications (Special Issue in Honor of Professor Roderick Melnik)","year":2025,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Honor; Cognitive science; Computer science; Psychology; Internet privacy","authors":[{"name":"Sundeep Singh","is_ca":true},{"name":"Weizhong Dai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01838182442299928,"gpt":0.279943762894125,"spread":0.2615619384711257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004626142,0.0006482892,0.001154494,0.0008671324,0.0008343584,0.002698873,0.001602424,0.002396705,0.004229956],"category_scores_gemma":[0.006004623,0.0004130847,0.0005987119,0.001343231,0.002827202,0.005129347,0.001704193,0.006512014,0.001308311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001401539,"about_ca_system_score_gemma":0.001382722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204153,"about_ca_topic_score_gemma":0.001499317,"domain_scores_codex":[0.9991351,0.0002439099,0.00004893108,0.0001781526,0.0003032626,0.00009063229],"domain_scores_gemma":[0.9943939,0.003560647,0.0002733364,0.000265156,0.0009223846,0.0005844879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009824232,0.00007258471,0.0006804171,0.002255411,0.0001055187,0.0001997764,0.000624309,0.009061729,0.00168203,0.3418623,0.4056201,0.2377376],"study_design_scores_gemma":[0.00001603834,0.00009380428,0.000664684,0.0004734864,0.0000370801,0.0004115224,0.0003075404,0.01231979,0.0005839008,0.3082344,0.676793,0.00006470585],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003815953,0.679651,0.03712038,0.2246047,0.04155221,0.00001896739,0.0001356694,0.0002500274,0.01285109],"genre_scores_gemma":[0.05711258,0.7676896,0.02094134,0.0182616,0.1221367,0.00005690617,0.0001507459,0.0001812746,0.01346916],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004626142,"threshold_uncertainty_score":0.02446568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410286841","doi":"10.3390/mca30030054","title":"Penalty Strategies in Semiparametric Regression Models","year":2025,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Semiparametric regression; Econometrics; Semiparametric model; Regression; Regression analysis; Computer science; Mathematics; Economics; Statistics; Nonparametric statistics","authors":[{"name":"Ayuba Jack Alhassan","is_ca":false},{"name":"S. Ejaz Ahmed","is_ca":true},{"name":"Dursun Aydın","is_ca":false},{"name":"Ersin Yılmaz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07134968756318644,"gpt":0.3980987327136982,"spread":0.3267490451505117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0116547,0.001520742,0.001612989,0.00110542,0.0003947532,0.002007096,0.002179736,0.001572736,0.002099661],"category_scores_gemma":[0.02832025,0.0008682015,0.001132057,0.001183476,0.001567345,0.002366946,0.002355416,0.002237904,0.0005218548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007717215,"about_ca_system_score_gemma":0.001536475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001294491,"about_ca_topic_score_gemma":0.001109015,"domain_scores_codex":[0.9923146,0.006044354,0.0002658059,0.0005144779,0.0007008365,0.000159886],"domain_scores_gemma":[0.9800931,0.01655001,0.001344988,0.0009457989,0.0008208338,0.0002452125],"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":[0.00009741034,0.00006699584,0.001791817,0.0004371236,0.0001911122,0.0001712026,0.0001982892,0.6803894,0.0009402082,0.2395201,0.001826222,0.07437012],"study_design_scores_gemma":[0.00001373005,0.00005332733,0.0002380175,0.00004402508,0.00001871637,0.00004421471,0.00002239108,0.9409465,0.0002620341,0.05670677,0.001630147,0.00002007039],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007073954,0.000719926,0.9908367,0.0003025908,0.00002635063,0.00003892803,0.00004825214,0.0001413094,0.000811876],"genre_scores_gemma":[0.5460839,0.003242453,0.4419047,0.0005045113,0.0002288295,0.0007439495,0.0005755725,0.0002715373,0.006444634],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0116547,"threshold_uncertainty_score":0.06163669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7114892670","doi":"10.3390/mca30060136","title":"Integrating Emotion-Specific Factors into the Dynamics of Biosocial and Ecological Systems: Mathematical Modeling Approaches Accounting for Psychological Effects","year":2025,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Memory and Neural Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Biosocial theory; Perception; Population; Cognition; Toolbox; Ecological psychology; Affect (linguistics); Behavioural sciences","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.106305029157375,"gpt":0.3276469569619419,"spread":0.2213419278045669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001303584,0.001422761,0.001127297,0.001012072,0.0006819928,0.00232859,0.00171534,0.00189932,0.002576988],"category_scores_gemma":[0.003717561,0.0006165205,0.002072083,0.0006977893,0.002210637,0.003373491,0.001969037,0.002531523,0.0005134565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325118,"about_ca_system_score_gemma":0.001216812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005375948,"about_ca_topic_score_gemma":0.002644648,"domain_scores_codex":[0.9996235,0.0001761729,0.00002097548,0.00006787051,0.00006360146,0.00004777483],"domain_scores_gemma":[0.998852,0.0006646814,0.0002056098,0.00008439169,0.000109933,0.00008336134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001280734,0.00004574454,0.002100129,0.0001926913,0.0001028542,0.0001933549,0.0004892474,0.3675982,0.0014294,0.6190087,0.001408156,0.00741873],"study_design_scores_gemma":[0.000009979149,0.00002682395,0.0008347778,0.0000627887,0.00004567139,0.00008480343,0.0001010657,0.6930208,0.000113998,0.3013109,0.004350491,0.00003793936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03676102,0.005486963,0.9208428,0.006334012,0.0003811852,0.00008819281,0.0003702549,0.0001711866,0.02956442],"genre_scores_gemma":[0.8213443,0.01765466,0.1365283,0.001948324,0.001318633,0.0009738306,0.0003960487,0.0002646092,0.01957128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005375948,"threshold_uncertainty_score":0.01068932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3195220682","doi":"10.3390/mca26030058","title":"Definite Integral Involving Rational Functions of Powers and Exponentials Expressed in Terms of the Lerch Function","year":2021,"lang":"en","type":"article","venue":"Mathematical and Computational Applications","topic":"Mathematical functions and polynomials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Exponential function; Exponential integral; Quotient; Function (biology); Class (philosophy); Pure mathematics; Positive-definite matrix; Elementary function; Special functions; Exponential type; Rational function; Algebra over a field; Mathematical analysis; Integral equation; Volume integral; Computer science; Physics","authors":[{"name":"Robert Reynolds","is_ca":true},{"name":"A D Stauffer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03549091624145975,"gpt":0.2771657794394536,"spread":0.2416748631979938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00148008,0.0007669813,0.0008832815,0.002945576,0.00101114,0.002326698,0.001021787,0.0008331815,0.004943804],"category_scores_gemma":[0.004484304,0.0003024928,0.001099065,0.001475459,0.002288641,0.006008008,0.001112563,0.002566364,0.001583247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009327395,"about_ca_system_score_gemma":0.0006148073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004089045,"about_ca_topic_score_gemma":0.0005494904,"domain_scores_codex":[0.9992687,0.0001526614,0.00007868071,0.00009214864,0.0003165542,0.00009123432],"domain_scores_gemma":[0.9988249,0.0005227816,0.0001244967,0.0002207761,0.0002323527,0.00007470029],"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":[0.00001493994,0.000008404613,0.000122523,0.00009022826,0.000005477677,0.000187929,0.0001934767,0.0006953604,0.00122816,0.985179,0.00123432,0.01104015],"study_design_scores_gemma":[0.00000500136,0.00002409037,0.0003075911,0.00005565849,0.00001630383,0.0008485907,0.00009384658,0.01026019,0.003295858,0.9636914,0.02136683,0.0000346235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06712145,0.005036312,0.7722472,0.0006805564,0.001321455,0.00006345743,0.0002271612,0.0007686127,0.1525338],"genre_scores_gemma":[0.7409557,0.004837112,0.2198306,0.0006457684,0.0009525534,0.00006620754,0.0003732987,0.001150045,0.03118877],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004943804,"threshold_uncertainty_score":0.01653874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}