{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":16,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":16,"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":"7a7a841ef2ee","filters":{"venue":"Nonlinear Differential Equations and Applications NoDEA"}},"results":[{"id":"W1977967380","doi":"10.1007/s00030-007-6004-1","title":"On the partial differential equations of electrostatic MEMS devices II: Dynamic case","year":2008,"lang":"en","type":"article","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":86,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Lambda; Bounded function; Boundary value problem; Nonlinear system; Touchdown; Quintic function; Physics; Mathematical analysis; Voltage; Mathematics; Optics; Quantum mechanics","authors":[{"name":"Nassif Ghoussoub","is_ca":true},{"name":"Yujin Guo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02227557497385504,"gpt":0.2682322642966409,"spread":0.2459566893227859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005786033,0.0007876164,0.0008431592,0.001003364,0.0006459859,0.001501672,0.0008160955,0.001554075,0.004797074],"category_scores_gemma":[0.001490767,0.0003680791,0.0007984191,0.000951406,0.001884908,0.00202966,0.001389539,0.001509418,0.0007010538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00075103,"about_ca_system_score_gemma":0.0005919755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002753937,"about_ca_topic_score_gemma":0.001736858,"domain_scores_codex":[0.9997727,0.00005753444,0.000009908099,0.00003543594,0.00008783871,0.00003658741],"domain_scores_gemma":[0.9997502,0.0001144281,0.00003175589,0.00002044106,0.00005807171,0.00002520037],"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":[0.00002471819,0.00002833439,0.0002808405,0.000153794,0.00002603603,0.0003707418,0.0002222769,0.06059404,0.003409206,0.9205109,0.004751092,0.009627947],"study_design_scores_gemma":[0.00002134761,0.00004419376,0.0009503274,0.00007659313,0.00002319587,0.0004796503,0.0001620778,0.4442489,0.0005651947,0.5356807,0.01769934,0.00004849145],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09503966,0.03717235,0.5383963,0.01265139,0.00242303,0.0001712984,0.0004879687,0.000149077,0.313509],"genre_scores_gemma":[0.8325188,0.02230034,0.02315814,0.002364104,0.002296686,0.0002283213,0.0003339011,0.0001478494,0.1166518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004797074,"threshold_uncertainty_score":0.01604778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2556710322","doi":"10.1007/s00030-016-0417-7","title":"Validity of the NLS approximation for periodic quantum graphs","year":2016,"lang":"en","type":"article","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Universität Stuttgart; Deutsche Forschungsgemeinschaft; Alexander von Humboldt-Stiftung","keywords":"Amplitude; Wave packet; Mathematics; Nonlinear system; Scaling; Mathematical analysis; Quantum; Physics; Quantum mechanics","authors":[{"name":"Steffen Gilg","is_ca":false},{"name":"Dmitry E. Pelinovsky","is_ca":true},{"name":"Guido Schneider","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02368452943818264,"gpt":0.2688777577338812,"spread":0.2451932282956986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002212727,0.0006411267,0.00134869,0.002332702,0.001437352,0.00251034,0.002572914,0.002264743,0.008011153],"category_scores_gemma":[0.01380678,0.0005224419,0.001166366,0.0007504466,0.004309477,0.004083634,0.002419538,0.002673691,0.0009892371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868199,"about_ca_system_score_gemma":0.00141652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006201419,"about_ca_topic_score_gemma":0.0029599,"domain_scores_codex":[0.999024,0.0004229772,0.00003034379,0.00009083827,0.0002726103,0.0001591805],"domain_scores_gemma":[0.9956054,0.002350185,0.0003167753,0.0007640777,0.0005545454,0.0004090909],"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":[0.00006493143,0.00004040718,0.0003211644,0.00005917167,0.00001564509,0.00009258933,0.00005054237,0.02948231,0.000735492,0.9647512,0.002032838,0.002353745],"study_design_scores_gemma":[0.00002809876,0.000008428302,0.0001952913,0.00002464447,0.000005117414,0.00004401382,0.00003487423,0.4790483,0.0001984779,0.5196905,0.0007094362,0.00001289549],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.36458,0.002739581,0.2711795,0.0163633,0.001607097,0.0001780858,0.0008766051,0.001253933,0.3412219],"genre_scores_gemma":[0.958892,0.000591001,0.01739372,0.0009464456,0.0005846283,0.00009999752,0.0003890448,0.0002604998,0.02084266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008011153,"threshold_uncertainty_score":0.02680004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022900519","doi":"10.1007/s00030-013-0222-5","title":"Periodic solutions in general scalar non-autonomous models with delays","year":2013,"lang":"en","type":"article","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Island University","funders":"Secretaría de Ciencia y Técnica, Universidad de Buenos Aires; Consejo Nacional de Investigaciones Científicas y Técnicas; Vancouver Island University","keywords":"Mathematical proof; Scalar (mathematics); Nonlinear system; Class (philosophy); Applied mathematics; Population; Population model; Mathematics; Computer science; Mathematical economics; Calculus (dental); Artificial intelligence; Physics","authors":[{"name":"Pablo Amster","is_ca":false},{"name":"Lev Idels","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02334827117601425,"gpt":0.2614461150736545,"spread":0.2380978438976403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000782189,0.0006136868,0.0007573593,0.000857236,0.0005779713,0.001711756,0.0009482765,0.002017684,0.00290778],"category_scores_gemma":[0.005607962,0.0005749681,0.0008459202,0.0006160808,0.001588647,0.001703424,0.001398224,0.0009708817,0.0002139386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058436,"about_ca_system_score_gemma":0.0009497377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00360636,"about_ca_topic_score_gemma":0.00187295,"domain_scores_codex":[0.9998248,0.0000511898,0.00001347611,0.00004043087,0.00003515449,0.00003492506],"domain_scores_gemma":[0.9985158,0.0007766497,0.0003726229,0.00006170854,0.0001555412,0.0001177212],"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":[0.0000619331,0.00005178121,0.002015585,0.0001935346,0.000105314,0.0008521826,0.0003912154,0.3359593,0.002902112,0.6510224,0.001941589,0.00450301],"study_design_scores_gemma":[0.00004570627,0.00003342842,0.0006598871,0.00002961046,0.00002833416,0.0002041866,0.0001965963,0.7585704,0.0002748145,0.2386707,0.001257019,0.00002931412],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5116804,0.003126401,0.4249053,0.005618937,0.0005997291,0.0001234882,0.000409971,0.0001993773,0.05333639],"genre_scores_gemma":[0.967021,0.001083506,0.009002063,0.0002685573,0.0001582574,0.00008400661,0.0001139503,0.00003398181,0.02223453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00360636,"threshold_uncertainty_score":0.009727478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2345079784","doi":"10.1007/s00030-016-0384-z","title":"Layered solutions for a fractional inhomogeneous Allen–Cahn equation","year":2016,"lang":"en","type":"article","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Nonlinear Partial Differential Equations","field":"Mathematics","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Agence Nationale de la Recherche","keywords":"Degenerate energy levels; Combinatorics; Bounded function; Physics; Function (biology); Operator (biology); Laplace transform; Mathematical physics; Mathematics; Mathematical analysis; Quantum mechanics","authors":[{"name":"Zhuoran Du","is_ca":false},{"name":"Changfeng Gui","is_ca":false},{"name":"Yannick Sire","is_ca":false},{"name":"Juncheng Wei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09365453963477888,"gpt":0.3307228983293153,"spread":0.2370683586945364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003473622,0.0006679059,0.0006044671,0.001062215,0.0007860482,0.00181113,0.00100862,0.001696698,0.004285116],"category_scores_gemma":[0.001266406,0.0002965754,0.0006659517,0.0005189639,0.001342967,0.001680058,0.002052291,0.001248203,0.0004599644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197369,"about_ca_system_score_gemma":0.0007646111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00374649,"about_ca_topic_score_gemma":0.00238284,"domain_scores_codex":[0.9998828,0.00002077072,0.000007703652,0.00001764704,0.00003832333,0.0000326597],"domain_scores_gemma":[0.9997291,0.00004779491,0.00005536228,0.00002220557,0.0000622173,0.00008330724],"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":[0.0000966228,0.00005470362,0.0005969389,0.00008247045,0.0000504126,0.0004719789,0.000230056,0.04309908,0.01917785,0.9282401,0.001677481,0.006222454],"study_design_scores_gemma":[0.00007327296,0.00006262535,0.001191364,0.00004241454,0.00004645452,0.0005169574,0.0003535883,0.6786635,0.004803333,0.309125,0.005014249,0.0001072615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.591749,0.002055862,0.299137,0.00296984,0.0009542813,0.0001193277,0.0003401331,0.0004262091,0.1022484],"genre_scores_gemma":[0.9117105,0.0009083425,0.02862174,0.0005124111,0.0002210148,0.00007577759,0.0001739155,0.00009582986,0.05768045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004285116,"threshold_uncertainty_score":0.01433516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293699966","doi":"10.1007/s00030-022-00795-y","title":"Semilinear $$\\sigma $$-evolution models with friction and visco-elastic type damping","year":2022,"lang":"en","type":"article","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministère de l'Enseignement Supérieur, de la Recherche, de la Science et de la Technologie","keywords":"Algorithm; Materials science; Computer science","authors":[{"name":"Mohamed Kainane Mezadek","is_ca":false},{"name":"Mourad Kainane Mezadek","is_ca":false},{"name":"Michael Reissig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03699383027699824,"gpt":0.287368326149745,"spread":0.2503744958727467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008660582,0.0009066655,0.0005529322,0.0007609175,0.0004202671,0.001480454,0.0009163372,0.001536728,0.002554001],"category_scores_gemma":[0.003674718,0.0003924016,0.0008706682,0.0002593721,0.001962478,0.001632307,0.001600051,0.001280563,0.0002807442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122018,"about_ca_system_score_gemma":0.0009011522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005871865,"about_ca_topic_score_gemma":0.002267195,"domain_scores_codex":[0.9996988,0.000103933,0.00001306243,0.00005467218,0.0000745753,0.00005497951],"domain_scores_gemma":[0.9985708,0.0005554695,0.000330472,0.00007576184,0.0002563873,0.0002111145],"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":[0.0001808393,0.000100606,0.003304577,0.0002530132,0.00008586945,0.0006752146,0.0004248536,0.3637914,0.01492744,0.607129,0.002392141,0.006735049],"study_design_scores_gemma":[0.000009170326,0.00003543248,0.0003066433,0.00001434357,0.00000809686,0.00006592561,0.00007204316,0.9604727,0.001027353,0.03733558,0.0006395336,0.00001324636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5405203,0.001304165,0.4256873,0.003643838,0.0002858727,0.00006083744,0.0001764959,0.000249512,0.02807167],"genre_scores_gemma":[0.9734845,0.000350637,0.007346136,0.0001793848,0.00006904195,0.00004143796,0.00008676641,0.00005591268,0.01838627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005871865,"threshold_uncertainty_score":0.01167536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136841718","doi":"10.1007/s00030-015-0334-1","title":"Stability tests for second order linear and nonlinear delayed models","year":2015,"lang":"en","type":"article","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Island University; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Multistability; Nonlinear system; Stability (learning theory); Order (exchange); Mathematics; Applied mathematics; Type (biology); Mathematical analysis; Physics; Computer science; Quantum mechanics; Economics","authors":[{"name":"Leonid Berezansky","is_ca":false},{"name":"Elena Braverman","is_ca":true},{"name":"Lev Idels","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05296901914879598,"gpt":0.2893699449745126,"spread":0.2364009258257166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009694753,0.0005432708,0.000490533,0.0009644714,0.0004604845,0.0006961212,0.0004902086,0.0007095531,0.003672954],"category_scores_gemma":[0.00500481,0.0002031517,0.0006830215,0.0002415147,0.0005168057,0.000603935,0.0008381706,0.0004944394,0.0003050847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007884578,"about_ca_system_score_gemma":0.0006119615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003780983,"about_ca_topic_score_gemma":0.002622599,"domain_scores_codex":[0.9997216,0.00006641511,0.00001996602,0.00005189351,0.0000687895,0.00007133759],"domain_scores_gemma":[0.9961514,0.002619505,0.0003161459,0.0002493269,0.0005417434,0.0001218679],"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":[0.002442505,0.0002174267,0.007650979,0.0003208514,0.0001875161,0.0003213259,0.0004469883,0.8832146,0.05977728,0.02421469,0.000674985,0.02053076],"study_design_scores_gemma":[0.00002337786,0.000195712,0.0009861373,0.000006592059,0.00001434708,0.00002255229,0.00004519847,0.9881262,0.008623393,0.001757822,0.0001873082,0.00001140029],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8924057,0.0003514012,0.1012394,0.0001659169,0.00005725542,0.00003791729,0.0002582286,0.0002310445,0.005253215],"genre_scores_gemma":[0.9973764,0.00002898284,0.001234756,0.000004707788,0.000003113116,0.00001215506,0.0000810531,0.000009725281,0.0012491],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003780983,"threshold_uncertainty_score":0.01228726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034925065","doi":"10.1007/s00030-006-4012-1","title":"Systems of coupled Poisson equations with critical growth in unbounded domains","year":2006,"lang":"en","type":"article","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; University of Sudbury","funders":"Université de Montréal","keywords":"Poisson distribution; Mathematics; Mathematical analysis; Applied mathematics; Statistical physics; Physics; Statistics","authors":[{"name":"Fabrice Colin","is_ca":true},{"name":"Marlène Frigon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01249853441246948,"gpt":0.2546770195586645,"spread":0.242178485146195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001300061,0.00136297,0.002079879,0.002247222,0.001703177,0.004460928,0.002513239,0.004171999,0.003747276],"category_scores_gemma":[0.007030492,0.001367155,0.001291153,0.0009807168,0.004992662,0.003083333,0.005739619,0.002452981,0.0003601309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002389018,"about_ca_system_score_gemma":0.001873694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008190411,"about_ca_topic_score_gemma":0.004346353,"domain_scores_codex":[0.9990201,0.0002820517,0.00006176633,0.0001935836,0.0002784347,0.0001640559],"domain_scores_gemma":[0.9968528,0.001320126,0.0006015748,0.0001505783,0.0005492701,0.0005257204],"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":[0.0001143386,0.0001000703,0.001710501,0.0001767398,0.000143045,0.001104367,0.0004233012,0.3550873,0.005046961,0.6296735,0.002378891,0.004040984],"study_design_scores_gemma":[0.00004982478,0.00002515517,0.0004439659,0.00002267056,0.00002293001,0.0002008758,0.0001300447,0.9036449,0.0004241237,0.09390536,0.001079059,0.00005114818],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.412957,0.004145975,0.4920872,0.005453223,0.001195819,0.0003899419,0.0004886219,0.0006120366,0.08267024],"genre_scores_gemma":[0.9591817,0.0009549733,0.01572305,0.0005119612,0.0003993885,0.000242639,0.0002126301,0.0001367608,0.02263691],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008190411,"threshold_uncertainty_score":0.01733357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2276980021","doi":"10.1007/s00030-016-0367-0","title":"The dual approach to stationary and evolution quasilinear PDEs","year":2016,"lang":"en","type":"article","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Nonlinear Partial Differential Equations","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Dual (grammatical number); Nonlinear system; Mathematics; Algebraic number; Algebraic structure; Applied mathematics; Set (abstract data type); Plane (geometry); Laplace operator; Mathematical analysis; Pure mathematics; Computer science; Physics; Geometry","authors":[{"name":"Alessandro Selvitella","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03635698239709817,"gpt":0.3047764186078465,"spread":0.2684194362107484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007914101,0.0005153165,0.0006304258,0.001330792,0.0007846263,0.002264868,0.0008599407,0.001023295,0.00395694],"category_scores_gemma":[0.001672781,0.000344691,0.0008174279,0.0005969722,0.001853486,0.003561301,0.002581345,0.002717755,0.0005619855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008501735,"about_ca_system_score_gemma":0.0006677719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000831781,"about_ca_topic_score_gemma":0.0007217994,"domain_scores_codex":[0.9996984,0.0001205029,0.00001772012,0.00005182781,0.000081408,0.00003018034],"domain_scores_gemma":[0.9993603,0.0001776528,0.00007749887,0.00007314284,0.0001892976,0.0001220787],"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":[0.000007604956,0.00001196132,0.00007610931,0.0000188518,0.000004353706,0.00002162703,0.00004759852,0.001447456,0.0004853218,0.9949937,0.0005641712,0.00232119],"study_design_scores_gemma":[0.000007267042,0.00001468743,0.0001081545,0.00001310747,0.000005700242,0.00006823861,0.00005284796,0.0687535,0.0002535133,0.9245656,0.006149039,0.000008505007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06847875,0.004075515,0.8417729,0.00569811,0.001583393,0.00003386624,0.0001963215,0.00009888322,0.07806229],"genre_scores_gemma":[0.7777215,0.004465124,0.1095497,0.00142277,0.002994512,0.000113546,0.0003144453,0.0002628775,0.1031556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00395694,"threshold_uncertainty_score":0.0132373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078309061","doi":"10.1007/s00030-013-0224-3","title":"A two-gradient approach for phase transitions in thin films","year":2013,"lang":"en","type":"article","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Fundação para a Ciência e a Tecnologia; Agence Nationale de la Recherche; McMaster University","keywords":"Phase transition; Thin film; Length scale; Materials science; Phase (matter); Rigidity (electromagnetism); Rate of convergence; Elastic energy; Condensed matter physics; Mechanics; Statistical physics; Physics; Thermodynamics; Nanotechnology; Composite material; Computer science; Quantum mechanics","authors":[{"name":"Bernardo Galvão-Sousa","is_ca":true},{"name":"Vincent Millot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02296627647609988,"gpt":0.2830722517178285,"spread":0.2601059752417286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003120432,0.0006172668,0.0006757022,0.000859138,0.0005554776,0.001074269,0.001458155,0.001332894,0.003209784],"category_scores_gemma":[0.0007784865,0.000367863,0.0005331768,0.0003922438,0.0008893777,0.001407261,0.001331478,0.001307935,0.00054953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000622501,"about_ca_system_score_gemma":0.0005203211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002068112,"about_ca_topic_score_gemma":0.002525609,"domain_scores_codex":[0.999911,0.00003045463,0.00000442906,0.00001262026,0.00003092933,0.00001063616],"domain_scores_gemma":[0.9998924,0.00003617935,0.00000992417,0.0000119172,0.00002780024,0.00002184131],"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":[0.00005528027,0.0001102731,0.0002184522,0.0002407193,0.00003107396,0.0001711962,0.0001134322,0.06651899,0.0159138,0.8975666,0.003252516,0.01580764],"study_design_scores_gemma":[0.00002270961,0.00002303509,0.0001297775,0.00001889546,0.000007337889,0.00004228684,0.00002372131,0.8800747,0.0009375727,0.1154887,0.003211747,0.00001936053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07833558,0.004631181,0.8592882,0.002868544,0.001051424,0.00027356,0.0002507669,0.0004035235,0.05289724],"genre_scores_gemma":[0.6709069,0.003822085,0.2522698,0.001348992,0.0008315408,0.000570731,0.0002636127,0.0005595085,0.06942677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003209784,"threshold_uncertainty_score":0.01073778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392679299","doi":"10.1007/s00030-023-00920-5","title":"On backward Euler approximations for systems of conservation laws","year":2024,"lang":"en","type":"article","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Navier-Stokes equation solutions","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Conservation law; Euler's formula; Mathematics; Applied mathematics; Euler equations; Law; Mathematical analysis; Political science","authors":[{"name":"Maria Teresa Chiri","is_ca":true},{"name":"Minyan Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07124391192608731,"gpt":0.3464764039141212,"spread":0.2752324919880338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030548,0.001461976,0.001210887,0.001521966,0.001268953,0.002069571,0.001372003,0.001281824,0.003948823],"category_scores_gemma":[0.009858031,0.0006996808,0.001420216,0.001185226,0.002461978,0.002942975,0.004540496,0.003708003,0.0007344781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781336,"about_ca_system_score_gemma":0.001590306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087831,"about_ca_topic_score_gemma":0.008473917,"domain_scores_codex":[0.999241,0.0003441998,0.00004123756,0.00006161664,0.0002516505,0.00006028662],"domain_scores_gemma":[0.9978955,0.001347966,0.0001391416,0.0001721547,0.0003050878,0.0001400936],"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":[0.0001079365,0.00006637003,0.0006627516,0.0001715962,0.00003854163,0.000118416,0.0003950118,0.1255547,0.00204967,0.8417224,0.002413855,0.02669884],"study_design_scores_gemma":[0.00001529421,0.00002778887,0.000118056,0.0000541304,0.00001370467,0.00003321151,0.00005252046,0.750959,0.0004801635,0.240742,0.007492542,0.00001168174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0173583,0.001724943,0.9553013,0.0008167567,0.0006343664,0.00007719394,0.0001025628,0.0001413232,0.02384316],"genre_scores_gemma":[0.4861505,0.004681813,0.4131757,0.000857457,0.0006364291,0.0004061046,0.000702803,0.0007738681,0.0926152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01087831,"threshold_uncertainty_score":0.02162999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389616938","doi":"10.1007/s00030-023-00900-9","title":"q-Laplace equation involving the gradient on general bounded and exterior domains","year":2023,"lang":"en","type":"article","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Nonlinear Partial Differential Equations","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Nabla symbol; Bounded function; Omega; Combinatorics; Domain (mathematical analysis); Ball (mathematics); Physics; Mathematics; Mathematical analysis; Quantum mechanics","authors":[{"name":"A. Razani","is_ca":false},{"name":"Craig Cowan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06402116379528738,"gpt":0.3270595985926347,"spread":0.2630384347973473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009595416,0.000828233,0.0009394761,0.001324474,0.000529029,0.001997026,0.001017026,0.001749395,0.003530143],"category_scores_gemma":[0.002854834,0.0003137953,0.0005838171,0.000735943,0.002285877,0.003302834,0.002006766,0.001569214,0.0004860017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009485748,"about_ca_system_score_gemma":0.0008730702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002111277,"about_ca_topic_score_gemma":0.001217261,"domain_scores_codex":[0.9996678,0.0001275631,0.00001555288,0.00006096822,0.00008813651,0.0000399181],"domain_scores_gemma":[0.9991546,0.0003656899,0.00009330682,0.00004268608,0.0002212003,0.0001225797],"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":[0.00004954616,0.0000487809,0.0004426446,0.0001151517,0.00001887652,0.0005606103,0.0002035931,0.02357852,0.007436207,0.9606398,0.001651677,0.005254687],"study_design_scores_gemma":[0.0000333399,0.00003909877,0.0008998732,0.00003354946,0.00001294752,0.0005786771,0.0001639396,0.3584956,0.001632621,0.6346395,0.003427118,0.00004373934],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2799213,0.004498888,0.5838823,0.005885964,0.001013901,0.0001507366,0.0004923409,0.0002556363,0.1238989],"genre_scores_gemma":[0.8961638,0.001671125,0.03139007,0.0007521433,0.0006244961,0.00007986555,0.0002620827,0.0001866918,0.06886965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003530143,"threshold_uncertainty_score":0.01180953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020825685","doi":"10.1007/s00030-014-0283-0","title":"Large time behavior of solutions to degenerate parabolic equations","year":2014,"lang":"en","type":"article","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University","funders":"Fundamental Research Funds for the Central Universities; China Postdoctoral Science Foundation; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Degenerate energy levels; Bounded function; Omega; Parabolic partial differential equation; Domain (mathematical analysis); Steady state (chemistry); Dirichlet boundary condition; Mathematics; Mathematical analysis; Dirichlet problem; Boundary (topology); Dirichlet distribution; Exponential growth; Partial differential equation; Physics; Boundary value problem; Chemistry","authors":[{"name":"Shaohua Chen","is_ca":true},{"name":"Runzhang Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02089287116417186,"gpt":0.2688522314662443,"spread":0.2479593603020725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001294384,0.000896504,0.0008013556,0.00213822,0.001478195,0.002039819,0.001275876,0.002076294,0.004256292],"category_scores_gemma":[0.01369671,0.0005943119,0.0007544024,0.0007466104,0.003638914,0.003162589,0.002114958,0.002370813,0.0003840099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334575,"about_ca_system_score_gemma":0.00096545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003653646,"about_ca_topic_score_gemma":0.001715726,"domain_scores_codex":[0.9996694,0.0001151274,0.00001893748,0.00003730592,0.00009104652,0.00006819284],"domain_scores_gemma":[0.9961933,0.001649914,0.0005953572,0.0001869186,0.0005722595,0.0008022691],"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":[0.0006745916,0.0003190785,0.003852838,0.00030914,0.0001231305,0.001683467,0.001316518,0.1450465,0.03857949,0.7963926,0.004243582,0.007459201],"study_design_scores_gemma":[0.00004750468,0.00005661207,0.002039801,0.00003837065,0.0000205359,0.0002213856,0.0002393466,0.8518653,0.001457955,0.1433551,0.0005959067,0.00006207761],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8591833,0.001456063,0.09279589,0.004329607,0.0004514835,0.0000864947,0.0002427426,0.0008965692,0.04055795],"genre_scores_gemma":[0.9808898,0.0004088607,0.004610846,0.0002583373,0.000176496,0.00004375311,0.000242162,0.0002162086,0.01315364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004256292,"threshold_uncertainty_score":0.01423866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413446997","doi":"10.1007/s00030-025-01125-8","title":"Parabolic equations and SDEs with time-inhomogeneous Morrey drift","year":2025,"lang":"en","type":"article","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Parabolic partial differential equation; Physics; Mechanics; Mathematical analysis; Mathematics; Partial differential equation","authors":[{"name":"Damir Kinzebulatov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01771838591893014,"gpt":0.2972719171709915,"spread":0.2795535312520613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001345484,0.00110588,0.001116484,0.001604722,0.001017235,0.002641404,0.001045525,0.002311133,0.002932529],"category_scores_gemma":[0.00380257,0.000482579,0.001162336,0.001021797,0.002519907,0.003820322,0.002651835,0.002052011,0.0003569137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414651,"about_ca_system_score_gemma":0.001124259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003690892,"about_ca_topic_score_gemma":0.002184639,"domain_scores_codex":[0.9996117,0.000145541,0.00002696264,0.00007386111,0.00009730541,0.00004462782],"domain_scores_gemma":[0.9987866,0.0004371985,0.0002283717,0.00007010566,0.0002395427,0.0002381276],"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":[0.00002203525,0.00002151805,0.000388775,0.00005234058,0.00002146077,0.0001372541,0.0001366015,0.008115988,0.001029362,0.9878294,0.0007160942,0.001529065],"study_design_scores_gemma":[0.00003529559,0.00003983139,0.001064105,0.00002481968,0.00002438227,0.0002494676,0.0001391023,0.165204,0.0003504563,0.8291734,0.003659241,0.00003584034],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4337472,0.01372308,0.445623,0.0110128,0.002661773,0.0001427964,0.0008818064,0.0003088247,0.09189884],"genre_scores_gemma":[0.8978785,0.004856471,0.02360403,0.0009128259,0.002050216,0.0001027701,0.0004211706,0.00008177022,0.07009227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003690892,"threshold_uncertainty_score":0.0102641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409668356","doi":"10.1007/s00030-025-01055-5","title":"On the long-wave approximation of solitary waves in cylindrical coordinates","year":2025,"lang":"en","type":"article","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Physics; Classical mechanics; Mathematical analysis; Acoustics; Mathematics; Geodesy; Geology","authors":[{"name":"James Hornick","is_ca":true},{"name":"Dmitry E. Pelinovsky","is_ca":true},{"name":"Guido Schneider","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03792979991323363,"gpt":0.3137154267829877,"spread":0.2757856268697541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001195204,0.001218494,0.0009895189,0.001412901,0.001081711,0.001970678,0.001580185,0.00127303,0.003306133],"category_scores_gemma":[0.003857584,0.0003859116,0.0008772421,0.00131761,0.002968096,0.003011583,0.001775344,0.002471038,0.001346168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027616,"about_ca_system_score_gemma":0.0009444795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005011977,"about_ca_topic_score_gemma":0.003370041,"domain_scores_codex":[0.9995726,0.0001906029,0.0000177009,0.00004053153,0.0001316361,0.00004686229],"domain_scores_gemma":[0.9991904,0.0003046871,0.0001097553,0.00007998547,0.0002258988,0.00008928326],"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":[0.00002018993,0.00001392474,0.0001336667,0.00005602322,0.000009050411,0.00009737414,0.000137931,0.0111267,0.001195597,0.9833921,0.001467807,0.0023496],"study_design_scores_gemma":[0.00001443653,0.00002471131,0.0004095623,0.00004059979,0.00001130032,0.0001106174,0.00007727217,0.2640755,0.0002502625,0.7310236,0.00393816,0.00002385187],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1125248,0.01038937,0.6858541,0.005591977,0.001844426,0.0001212671,0.0003295102,0.0003849335,0.1829596],"genre_scores_gemma":[0.7954439,0.008792215,0.1049141,0.001576195,0.002041124,0.000241457,0.0004896737,0.000480438,0.08602098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005011977,"threshold_uncertainty_score":0.01106006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412784435","doi":"10.1007/s00030-025-01095-x","title":"Convergence of finite difference schemes for lower semicontinuous viscosity solutions and applications to discrete random processes","year":2025,"lang":"en","type":"article","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Markov Chains and Monte Carlo Methods","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":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Universities Space Research Association","keywords":"Convergence (economics); Viscosity; Mathematics; Applied mathematics; Finite difference; Mathematical optimization; Mathematical analysis; Physics; Thermodynamics; Economics","authors":[{"name":"Gavin Barill","is_ca":true},{"name":"Jessica Lin","is_ca":true},{"name":"Maeve Wildes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04154927138922698,"gpt":0.3489308285951132,"spread":0.3073815572058862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006834132,0.0007960204,0.00101073,0.001642928,0.0006743997,0.001519597,0.001424658,0.001895661,0.001430853],"category_scores_gemma":[0.02158758,0.0004192457,0.0009378323,0.0007301004,0.004044977,0.001812821,0.002465322,0.002170091,0.0001343187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002179333,"about_ca_system_score_gemma":0.001127548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002954337,"about_ca_topic_score_gemma":0.001238599,"domain_scores_codex":[0.9986084,0.0007697349,0.00007712952,0.0001267503,0.0003453094,0.00007258906],"domain_scores_gemma":[0.9888033,0.008975346,0.0006664114,0.0003469786,0.000868468,0.0003393248],"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":[0.0000988773,0.00008755818,0.001114666,0.0001553314,0.00003660146,0.0001523285,0.0004017263,0.4348522,0.006692949,0.5470522,0.0002604082,0.00909513],"study_design_scores_gemma":[0.000007635856,0.00002078648,0.00004820302,0.00001428868,0.00000268891,0.00001134213,0.00001154841,0.9749396,0.0007083757,0.02398091,0.0002487379,0.000005784569],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05849053,0.0008867742,0.9360253,0.0005699176,0.00009122743,0.00008422349,0.00002606436,0.00006636652,0.003759652],"genre_scores_gemma":[0.8232341,0.0008533166,0.1699263,0.0001691306,0.00008253392,0.0002820352,0.00006090343,0.00006392194,0.005327645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006834132,"threshold_uncertainty_score":0.03614277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2550276730","doi":"10.1007/s00030-017-0470-x","title":"Solutions of multi-component fractional symmetric systems","year":2017,"lang":"en","type":"preprint","venue":"Nonlinear Differential Equations and Applications NoDEA","topic":"Nonlinear Partial Differential Equations","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nabla symbol; Monotonic function; Monotone polygon; Fractional Laplacian; Combinatorics; Mathematics; Hamiltonian system; Hamiltonian (control theory); Nonlinear system; Operator (biology); Pure mathematics; Mathematical physics; Physics; Mathematical analysis; Omega; Quantum mechanics; Geometry","authors":[{"name":"Mostafa Fazly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1288783769836991,"gpt":0.3615040244087108,"spread":0.2326256474250117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003589157,0.000688694,0.0006597359,0.001201565,0.0007723368,0.001898496,0.0007213493,0.001318866,0.004477404],"category_scores_gemma":[0.001583684,0.0002940536,0.00058833,0.0006936279,0.00115352,0.001070644,0.001709162,0.000805261,0.00035041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008666484,"about_ca_system_score_gemma":0.0006262843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139086,"about_ca_topic_score_gemma":0.0008804091,"domain_scores_codex":[0.9998258,0.00004158134,0.00001132243,0.00003058254,0.00005574864,0.00003495725],"domain_scores_gemma":[0.9997202,0.00006925664,0.00006665175,0.0000248636,0.00007122484,0.0000477635],"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":[0.0001466676,0.00006400208,0.0006272657,0.0001571931,0.00006326863,0.0004011838,0.0003413275,0.1101508,0.01253191,0.8514977,0.001776126,0.02224268],"study_design_scores_gemma":[0.00003581545,0.00004580184,0.0004106557,0.00003051182,0.00001726603,0.000210432,0.0002412721,0.6690015,0.002059923,0.3244724,0.003447452,0.00002699318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3651914,0.001898922,0.5625545,0.00176079,0.0006471094,0.0001184113,0.0002380993,0.0002193206,0.06737148],"genre_scores_gemma":[0.9588857,0.0006152147,0.02246332,0.0001321535,0.0001292097,0.00005760381,0.00008145253,0.00003828447,0.01759716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004477404,"threshold_uncertainty_score":0.01497841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}