{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":88,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":88,"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":"9990fe75046a","filters":{"venue":"Studies in Applied Mathematics"}},"results":[{"id":"W2025683255","doi":"10.1111/1467-9590.00223","title":"The Existence and Stability of Asymmetric Spike Patterns for the Schnakenberg Model","year":2002,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":89,"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":"Spike (software development); Eigenvalues and eigenvectors; Domain (mathematical analysis); Mathematical analysis; Stability (learning theory); Amplitude; Diffusion; Mathematics; Limit (mathematics); Reaction–diffusion system; Neumann boundary condition; Homogeneous; Thermal diffusivity; Statistical physics; Boundary (topology); Physics; Thermodynamics; Quantum mechanics","authors":[{"name":"Michael J. Ward","is_ca":true},{"name":"Juncheng Wei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1017378403393291,"gpt":0.3032243992500739,"spread":0.2014865589107449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004330794,0.0003418333,0.000380785,0.0005020997,0.000609208,0.001086226,0.0007051986,0.0009954742,0.001060968],"category_scores_gemma":[0.002456974,0.0002795034,0.0003593377,0.0002758942,0.001451634,0.001050305,0.0008997781,0.0005326818,0.0001854818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008765787,"about_ca_system_score_gemma":0.0005736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002594033,"about_ca_topic_score_gemma":0.001222372,"domain_scores_codex":[0.9998022,0.00004310721,0.0000112542,0.00003508741,0.0000611387,0.00004729924],"domain_scores_gemma":[0.9993019,0.0002082076,0.0002376715,0.00006189959,0.00007537537,0.0001148935],"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":[0.0004175353,0.00008418749,0.003788797,0.00008284743,0.00005136241,0.0007221566,0.0005174621,0.4076637,0.06487226,0.5097225,0.0009796979,0.01109757],"study_design_scores_gemma":[0.00003223182,0.00002947795,0.000602609,0.000005053439,0.000007591503,0.0001144911,0.00006530578,0.8989846,0.003891651,0.09597745,0.0002641013,0.00002545964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327227,0.0001772359,0.05941937,0.000440952,0.00002455013,0.00001837435,0.0000394868,0.00005670731,0.007100518],"genre_scores_gemma":[0.9961082,0.00005183377,0.002581171,0.00001555421,0.000005668742,0.00001200726,0.00001812825,0.000006304013,0.001201005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002594033,"threshold_uncertainty_score":0.006360054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197082495","doi":"10.1111/sapm.12443","title":"Spatiotemporal dynamics of a diffusive consumer‐resource model with explicit spatial memory","year":2021,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Computer science; Diffusion; Taxis; Resource (disambiguation); Stability (learning theory); Statistical physics; Homogeneous; Biological system; Physics; Engineering","authors":[{"name":"Yongli Song","is_ca":false},{"name":"Junping Shi","is_ca":false},{"name":"Hao Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0447569903060714,"gpt":0.3135991349133878,"spread":0.2688421446073164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003375612,0.0005079769,0.0006510594,0.0005586452,0.0006104611,0.001012586,0.001229363,0.00173255,0.002479336],"category_scores_gemma":[0.001119987,0.0003638031,0.0006542201,0.0004277432,0.001147113,0.001497818,0.001105321,0.000817125,0.0001685683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158254,"about_ca_system_score_gemma":0.0008383896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01383338,"about_ca_topic_score_gemma":0.004759158,"domain_scores_codex":[0.9998761,0.00002941046,0.000007320444,0.00003419132,0.00002071974,0.00003225994],"domain_scores_gemma":[0.9994854,0.0001621997,0.0001491708,0.00003032097,0.00008136217,0.00009156812],"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":[0.0001507759,0.0001015125,0.005708232,0.0001220463,0.00009802909,0.001320311,0.0004581141,0.7783994,0.01365744,0.1945111,0.002016398,0.0034567],"study_design_scores_gemma":[0.00001594597,0.00001726367,0.0004323147,0.000004331288,0.00001147028,0.00006788198,0.00003636969,0.9917424,0.0001872952,0.007282827,0.0001900247,0.00001189039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8069839,0.0006595383,0.1698416,0.002611317,0.0001266381,0.00005544319,0.0003520692,0.0001974828,0.01917199],"genre_scores_gemma":[0.9904883,0.0001712602,0.002849453,0.0000726421,0.00002053683,0.00003832912,0.00004588572,0.00001513352,0.006298511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01383338,"threshold_uncertainty_score":0.0275057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987855642","doi":"10.1111/1467-9590.00159","title":"Differential Elimination–Completion Algorithms for DAE and PDAE","year":2001,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Numerical methods for differential equations","field":"Mathematics","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Mathematics; Differential algebraic equation; Ordinary differential equation; Differential algebraic geometry; Differential equation; Applied mathematics; Algebra over a field; Mathematical analysis; Pure mathematics","authors":[{"name":"Gregory J. Reid","is_ca":true},{"name":"Ping Lin","is_ca":false},{"name":"Allan Wittkopf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2630865544819094,"gpt":0.4520835876138847,"spread":0.1889970331319752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001754228,0.0009154511,0.00110756,0.001486928,0.0009012904,0.001462185,0.001686399,0.0008510845,0.007984572],"category_scores_gemma":[0.007008901,0.0005120292,0.001521669,0.001424299,0.001320898,0.002478684,0.003048761,0.002797913,0.002863299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016596,"about_ca_system_score_gemma":0.001936948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002853846,"about_ca_topic_score_gemma":0.00350825,"domain_scores_codex":[0.9987904,0.0002748902,0.0001101127,0.0002602727,0.0004209241,0.0001434234],"domain_scores_gemma":[0.9975373,0.001017385,0.0001440135,0.0004638169,0.0007394542,0.00009812853],"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":[0.0001121187,0.0001655963,0.0007751684,0.0002749896,0.00006608864,0.0001415701,0.0003646846,0.1487022,0.003842723,0.4824381,0.009788478,0.3533283],"study_design_scores_gemma":[0.00005417131,0.00005777316,0.0001915464,0.00003589278,0.0000160074,0.0001259337,0.00009276978,0.7378626,0.003820138,0.2311708,0.02654309,0.00002921799],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002454721,0.0001266677,0.9941522,0.00008784965,0.00003605266,0.00005895197,0.00005125007,0.0004671208,0.002565176],"genre_scores_gemma":[0.06616441,0.0002767223,0.9260361,0.00009598901,0.00006840708,0.0002363949,0.0004838134,0.0003636919,0.006274534],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007984572,"threshold_uncertainty_score":0.02671105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086587063","doi":"10.1111/1467-9590.00149","title":"Dynamics and Coarsening of Interfaces for the Viscous Cahn—Hilliard Equation in One Spatial Dimension","year":2000,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cahn–Hilliard equation; Ordinary differential equation; Metastability; Mathematics; Statistical physics; Binary number; Partial differential equation; Dimension (graph theory); Differential equation; Conservation of mass; Algebraic number; Initial value problem; Phase (matter); Algebraic equation; Mathematical analysis; Physics; Mechanics; Nonlinear system","authors":[{"name":"Xiaodi Sun","is_ca":true},{"name":"Michael J. Ward","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06741516256365958,"gpt":0.3073778598041376,"spread":0.239962697240478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004859999,0.0004629428,0.000465571,0.000670671,0.0007268677,0.001121311,0.0008001774,0.001123393,0.001899998],"category_scores_gemma":[0.001798182,0.0002891154,0.0007902243,0.0003502409,0.001625509,0.001491135,0.0008141765,0.0008984575,0.0001517358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435562,"about_ca_system_score_gemma":0.0008621328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399669,"about_ca_topic_score_gemma":0.005118256,"domain_scores_codex":[0.9998823,0.00002550157,0.000007311287,0.00002237281,0.00003334875,0.00002913394],"domain_scores_gemma":[0.9996277,0.000173925,0.00007258276,0.00003019127,0.00004775817,0.00004782015],"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":[0.00007137901,0.00004961535,0.002580818,0.00007320327,0.00002235002,0.0002271019,0.0003696046,0.538219,0.01117963,0.4392323,0.0007021414,0.007272957],"study_design_scores_gemma":[0.000008367881,0.000004714813,0.0002276274,0.000002500453,0.000002095458,0.0000182132,0.00001787867,0.9828902,0.0004413783,0.01620527,0.0001734984,0.000008238368],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6415155,0.0007345323,0.3374011,0.0008952963,0.0001054313,0.00008189432,0.0001251336,0.0002119446,0.01892924],"genre_scores_gemma":[0.9648214,0.0003414428,0.02920081,0.0000668291,0.00002513564,0.00006178131,0.00007412059,0.00003621266,0.005372185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01399669,"threshold_uncertainty_score":0.02783042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023439560","doi":"10.1111/j.1365-2966.2005.0333.x","title":"Zigzag and Breakup Instabilities of Stripes and Rings in the Two‐Dimensional Gray–Scott Model","year":2005,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":39,"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":"Zigzag; Breakup; Instability; Physics; Eigenvalues and eigenvectors; Wavenumber; Ring (chemistry); Domain (mathematical analysis); Geometry; Mathematical analysis; Mathematics; Mechanics; Optics; Chemistry; Quantum mechanics","authors":[{"name":"Théodore Kolokolnikov","is_ca":true},{"name":"Michael J. Ward","is_ca":true},{"name":"Juncheng Wei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03165545498140748,"gpt":0.2880420768008197,"spread":0.2563866218194122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002466436,0.0004045978,0.0004286814,0.0004969875,0.0004254488,0.0007938648,0.0006239456,0.0006851249,0.0008607116],"category_scores_gemma":[0.0005901128,0.0002328495,0.00062731,0.0002466262,0.001147134,0.0006550205,0.0008425343,0.0003381591,0.0001079757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005302423,"about_ca_system_score_gemma":0.0003941893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003816281,"about_ca_topic_score_gemma":0.001352733,"domain_scores_codex":[0.9999094,0.00002374834,0.000004788303,0.00001483086,0.0000227667,0.00002443802],"domain_scores_gemma":[0.9997951,0.00004238731,0.00007482007,0.00001865299,0.00002048348,0.0000485429],"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":[0.0003433223,0.00009664382,0.005219787,0.00009729867,0.00006976944,0.0006560831,0.0004066153,0.7644618,0.06730362,0.1549553,0.0006398822,0.005749879],"study_design_scores_gemma":[0.00002661709,0.00003868551,0.0007859413,0.000005129606,0.000008081447,0.0000588186,0.00004651341,0.9877648,0.001405088,0.009654114,0.0001895052,0.0000167188],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500547,0.0002962041,0.04337256,0.0002496323,0.00001948745,0.00001870913,0.00003370586,0.00007836578,0.005876571],"genre_scores_gemma":[0.9950866,0.0001021296,0.002477614,0.00002030643,0.00000644724,0.00001852736,0.00002025037,0.00001024193,0.002257868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003816281,"threshold_uncertainty_score":0.007588148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3195250943","doi":"10.1111/sapm.12430","title":"Stability of smooth periodic travelling waves in the Camassa–Holm equation","year":2021,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Ministry of Science and Higher Education of the Russian Federation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Mathematics; Eigenvalues and eigenvectors; Monotone polygon; Mathematical analysis; Camassa–Holm equation; Quadratic equation; Stability (learning theory); Physics; Geometry; Integrable system; Quantum mechanics","authors":[{"name":"Anna Geyer","is_ca":false},{"name":"Renan H. Martins","is_ca":false},{"name":"Fábio Natali","is_ca":false},{"name":"Dmitry E. Pelinovsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07821662950568173,"gpt":0.3236198919020221,"spread":0.2454032623963404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004950395,0.0004350423,0.0004089029,0.0005926176,0.0006841025,0.001025844,0.0006140089,0.0009351475,0.002180045],"category_scores_gemma":[0.002197401,0.0001793186,0.0003853883,0.0002565366,0.001813967,0.00112135,0.0008482691,0.0006629684,0.0001804891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006640055,"about_ca_system_score_gemma":0.0005905829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002576929,"about_ca_topic_score_gemma":0.001044175,"domain_scores_codex":[0.9998776,0.00003641978,0.000004927744,0.00001621695,0.00003759867,0.00002738353],"domain_scores_gemma":[0.9996804,0.0001336743,0.00005988379,0.00001902093,0.00006392061,0.00004306481],"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":[0.0002148694,0.00005417398,0.002481006,0.0001465683,0.00005484038,0.0007542851,0.0005612391,0.09085301,0.03528192,0.8570037,0.001928088,0.01066627],"study_design_scores_gemma":[0.00005543782,0.00005712898,0.001228731,0.00003057013,0.000009457252,0.0001465385,0.0002351563,0.8330622,0.002644567,0.1615071,0.0009933058,0.00002988796],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8341877,0.0008031509,0.1287709,0.001701137,0.000202241,0.00006698348,0.00007300505,0.00007233564,0.03412246],"genre_scores_gemma":[0.9861936,0.00018081,0.007869641,0.00008375767,0.0000512948,0.00003539272,0.00002750616,0.00001652694,0.005541519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002576929,"threshold_uncertainty_score":0.007292986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214501607","doi":"10.1111/sapm.12492","title":"Linking bifurcation analysis of Holling–Tanner model with generalist predator to a changing environment","year":2022,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Mathematics; Bogdanov–Takens bifurcation; Homoclinic orbit; Transcritical bifurcation; Bifurcation; Biological applications of bifurcation theory; Limit cycle; Bifurcation theory; Codimension; Homoclinic bifurcation; Hopf bifurcation; Bifurcation diagram; Applied mathematics; Mathematical analysis; Statistical physics; Limit (mathematics); Nonlinear system; Physics","authors":[{"name":"Chuang Xiang","is_ca":false},{"name":"Jicai Huang","is_ca":false},{"name":"Hao Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06384106558367604,"gpt":0.3195098192619159,"spread":0.2556687536782398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002177839,0.0003401176,0.0004395526,0.0005668576,0.0006685829,0.0006191544,0.0005673357,0.0007581055,0.001134536],"category_scores_gemma":[0.0004637844,0.0001779748,0.0008235415,0.0002168684,0.0006894055,0.0006281533,0.00078761,0.0004337927,0.00006303294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006603804,"about_ca_system_score_gemma":0.0004314306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006855452,"about_ca_topic_score_gemma":0.002870215,"domain_scores_codex":[0.9999101,0.00002532275,0.000004127676,0.00001978962,0.00001653395,0.00002407642],"domain_scores_gemma":[0.9998221,0.00004524801,0.0000649059,0.00001267185,0.00002343389,0.00003158495],"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":[0.0000697396,0.00005273763,0.007540153,0.00006159119,0.00009254489,0.0008425754,0.0003568778,0.9122456,0.01483626,0.05977904,0.0005620719,0.003560823],"study_design_scores_gemma":[0.000006132275,0.00002114158,0.001161276,0.000004176264,0.00001467492,0.00005753884,0.00005952173,0.9874403,0.0003526539,0.01071146,0.0001613534,0.000009661178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9268873,0.0002322234,0.0631396,0.0002809362,0.00002398056,0.00003022864,0.00005724464,0.00006876213,0.009279789],"genre_scores_gemma":[0.997523,0.0000656323,0.001324047,0.00001331315,0.000005066046,0.00001341752,0.00001342605,0.000003922728,0.001038096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006855452,"threshold_uncertainty_score":0.01363111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386221802","doi":"10.1111/sapm.12634","title":"Rogue waves arising on the standing periodic waves in the Ablowitz–Ladik equation","year":2023,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"Rogue wave; Integrable system; Standing wave; Eigenfunction; Mathematical analysis; Mathematics; Spectrum (functional analysis); Lax pair; Physics; Classical mechanics; Eigenvalues and eigenvectors; Optics; Nonlinear system; Quantum mechanics","authors":[{"name":"Jinbing Chen","is_ca":false},{"name":"Dmitry E. Pelinovsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1029190839728457,"gpt":0.3440314906010042,"spread":0.2411124066281586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000422984,0.0005526419,0.0006064498,0.0009835094,0.0005095913,0.001318427,0.0006207621,0.0010805,0.002144898],"category_scores_gemma":[0.001138195,0.0002717512,0.0004780425,0.0003773799,0.001675027,0.001505263,0.001348171,0.001065375,0.0002667056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005443217,"about_ca_system_score_gemma":0.0002803371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008034969,"about_ca_topic_score_gemma":0.0003923014,"domain_scores_codex":[0.999796,0.0000683914,0.0000108421,0.00002330316,0.00006212504,0.00003938438],"domain_scores_gemma":[0.9995707,0.0001109494,0.0001110311,0.00003687047,0.00007462358,0.00009588036],"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":[0.0002492034,0.0001058313,0.002411023,0.0001175307,0.0000735064,0.001472446,0.0006554446,0.07293791,0.05659492,0.856284,0.001117102,0.007981173],"study_design_scores_gemma":[0.00006900066,0.0001108034,0.001975743,0.00002633855,0.00001925876,0.0005023096,0.0002801415,0.8140818,0.003436821,0.1784898,0.0009414441,0.00006656073],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8804398,0.000474144,0.1016674,0.0005939894,0.00008726188,0.00003859131,0.00006156009,0.00009178639,0.01654557],"genre_scores_gemma":[0.9907209,0.0001453478,0.004766463,0.00006422307,0.00004773787,0.0000267789,0.00003012832,0.00001765841,0.004180773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002144898,"threshold_uncertainty_score":0.007175386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972085253","doi":"10.1111/1467-9590.00151","title":"Internal Oscillations and Radiation Damping of Vector Solitons","year":2000,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Science Foundation","keywords":"Algebraic number; Physics; Integrable system; Nonlinear system; Radiation; Space (punctuation); Nonlinear Oscillations; Exponential function; Mathematical analysis; Radiation damping; Exponential decay; Oscillation (cell signaling); Classical mechanics; Quantum electrodynamics; Mathematical physics; Mathematics; Quantum mechanics","authors":[{"name":"Dmitry E. Pelinovsky","is_ca":true},{"name":"Jianke Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02619366579727972,"gpt":0.312318674620869,"spread":0.2861250088235893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003030627,0.0002708841,0.0002045549,0.0003228515,0.0002493873,0.0006188269,0.0002339227,0.0002999424,0.001228014],"category_scores_gemma":[0.001706443,0.000158735,0.0001857705,0.0001504962,0.0006814825,0.0006330177,0.0006474359,0.0005281813,0.0001369961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519291,"about_ca_system_score_gemma":0.0001645864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003089537,"about_ca_topic_score_gemma":0.0001359029,"domain_scores_codex":[0.999905,0.00002363179,0.000003455211,0.00001479895,0.00003553136,0.00001757481],"domain_scores_gemma":[0.9995555,0.0001991306,0.0001048905,0.00004362605,0.0000611382,0.00003570155],"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":[0.0003508767,0.0001270869,0.005602388,0.0002282125,0.00005894271,0.0003951249,0.001453251,0.1339353,0.2555709,0.5531266,0.00124004,0.04791117],"study_design_scores_gemma":[0.0000882267,0.0001608927,0.003667999,0.00003539491,0.00002535869,0.0004218771,0.0002017275,0.8764238,0.02876592,0.08789276,0.002269933,0.00004611232],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186499,0.0005124813,0.06653067,0.0001884389,0.00003158111,0.00001403426,0.00001878145,0.0001634833,0.01389074],"genre_scores_gemma":[0.9960548,0.0001169594,0.00211521,0.00001181655,0.000009209393,0.000008621379,0.00001354782,0.00002118879,0.001648579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001228014,"threshold_uncertainty_score":0.004108071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074548399","doi":"10.1111/j.1467-9590.2004.01587.x","title":"Wave–Mean‐Flow Interactions in a Forced Rossby Wave Packet Critical Layer","year":2003,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Rossby wave; Wave packet; Physics; Forcing (mathematics); Mechanics; Zonal flow (plasma); Flow (mathematics); Momentum (technical analysis); Nonlinear system; Amplitude; Mean flow; Shear flow; Monochromatic color; Classical mechanics; Optics; Atmospheric sciences; Turbulence; Quantum mechanics; Tokamak; Plasma","authors":[{"name":"Lucy J. Campbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07968768055711736,"gpt":0.3104637865398585,"spread":0.2307761059827411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000160392,0.0002577861,0.0001982343,0.0003550378,0.0005616302,0.000855515,0.0002529756,0.0004118267,0.001199645],"category_scores_gemma":[0.0008743719,0.0002177405,0.0002873917,0.0001216542,0.0008082056,0.000754822,0.0007302883,0.0004117621,0.00008719048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273447,"about_ca_system_score_gemma":0.00059058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01003084,"about_ca_topic_score_gemma":0.003466598,"domain_scores_codex":[0.999941,0.000009921899,0.000002657631,0.000008122559,0.00001175322,0.00002651561],"domain_scores_gemma":[0.999796,0.0000447063,0.00005235416,0.00001001026,0.00003085242,0.00006613554],"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":[0.0007133662,0.0002133124,0.033538,0.0001258644,0.0001407908,0.004363509,0.001006938,0.5521941,0.1789496,0.2141599,0.002672679,0.01192193],"study_design_scores_gemma":[0.00008194678,0.00008799248,0.01362521,0.00001325419,0.00003405213,0.0001716189,0.0001804165,0.9645936,0.007371389,0.01266552,0.001132974,0.00004196271],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882597,0.0001250008,0.007104772,0.0001531078,0.00002224512,0.00001588535,0.00002475694,0.00005801738,0.004236586],"genre_scores_gemma":[0.9987202,0.00004123246,0.0006801581,0.00001395332,0.00000650168,0.000004771889,0.00001291966,0.00001018267,0.0005101695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01003084,"threshold_uncertainty_score":0.01994491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3194489921","doi":"10.1111/sapm.12438","title":"Existence, uniqueness and stability of forced waves to the Lotka‐Volterra competition system in a shifting environment","year":2021,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"National Natural Science Foundation of China","keywords":"Uniqueness; Mathematics; Stability (learning theory); Interval (graph theory); Competition (biology); Mathematical analysis; Wave speed; Traveling wave; Control theory (sociology); Computer science; Ecology; Combinatorics","authors":[{"name":"Hongyong Wang","is_ca":false},{"name":"Chaohong Pan","is_ca":false},{"name":"Chunhua Ou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07426998743697363,"gpt":0.3189598693205639,"spread":0.2446898818835903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008359968,0.0003712538,0.0004472583,0.000498409,0.0007042375,0.0007736968,0.0008056773,0.0008319811,0.001098182],"category_scores_gemma":[0.003210895,0.0002299818,0.0006614099,0.000240214,0.001060787,0.0007553473,0.001033047,0.0006322225,0.00009075565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005872558,"about_ca_system_score_gemma":0.0006738623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002828472,"about_ca_topic_score_gemma":0.00152865,"domain_scores_codex":[0.9996943,0.00008792317,0.00001695235,0.00005967044,0.00007986166,0.00006135604],"domain_scores_gemma":[0.9988769,0.0005818831,0.0002102845,0.00004635295,0.0001830587,0.000101522],"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":[0.0003397107,0.0001514308,0.02044648,0.0003130591,0.0002661001,0.002018627,0.001309149,0.5328265,0.07285986,0.3454192,0.001603337,0.02244643],"study_design_scores_gemma":[0.00002041764,0.00006619418,0.001884778,0.00001005551,0.0000175684,0.0002208567,0.0001596812,0.9693896,0.001451651,0.02647636,0.0002754011,0.00002752345],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7534887,0.0002970271,0.2402177,0.0005261906,0.00004824268,0.00006543906,0.00006508927,0.00004232403,0.005249258],"genre_scores_gemma":[0.991621,0.00007465342,0.006778984,0.00002887061,0.000009100895,0.00005995466,0.00002168605,0.000005205377,0.001400512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002828472,"threshold_uncertainty_score":0.005624056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1570844200","doi":"10.1111/j.1467-9590.2012.00550.x","title":"Spike‐Type Solutions to One Dimensional Gierer–Meinhardt Model with Lévy Flights","year":2012,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":17,"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":"Eigenvalues and eigenvectors; Spike (software development); Homoclinic orbit; Mathematics; Type (biology); Differential equation; Stochastic differential equation; Diffusion; Mathematical analysis; Lévy flight; Physics; Mathematical physics; Bifurcation; Random walk; Thermodynamics; Nonlinear system; Statistics; Quantum mechanics","authors":[{"name":"Yana Nec","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2670624863817591,"gpt":0.3853074694318826,"spread":0.1182449830501235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004460561,0.0006858936,0.0008131996,0.0006608394,0.0006873826,0.001170033,0.0008948117,0.001745271,0.001415319],"category_scores_gemma":[0.00134893,0.0003059209,0.0008999017,0.0005207577,0.001435557,0.001185236,0.001142428,0.0008734285,0.000164988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008127572,"about_ca_system_score_gemma":0.0006792552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003004817,"about_ca_topic_score_gemma":0.001226706,"domain_scores_codex":[0.9998074,0.00004909015,0.00001016195,0.000035111,0.00005191415,0.00004631267],"domain_scores_gemma":[0.9996314,0.0000868995,0.000112117,0.00002888423,0.0000538912,0.00008674037],"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":[0.000127096,0.00009255236,0.002469426,0.0001017643,0.0001044777,0.00119452,0.0004761335,0.4154278,0.01969606,0.5535818,0.001818791,0.004909656],"study_design_scores_gemma":[0.00004561295,0.00004312201,0.0007321374,0.000009089963,0.00001572381,0.0001980677,0.00008579428,0.887405,0.0009689688,0.1099578,0.0004983022,0.00004029181],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8152027,0.0008511585,0.1590832,0.001537534,0.0001724073,0.00004840059,0.0001547286,0.0001673253,0.02278264],"genre_scores_gemma":[0.9890234,0.0002680063,0.003966614,0.00005979093,0.0000345827,0.00003074394,0.00005375924,0.00001529332,0.00654772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003004817,"threshold_uncertainty_score":0.00597465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963172543","doi":"10.1111/sapm.12233","title":"Stability of periodic traveling flexural‐gravity waves in two dimensions","year":2018,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Engineering and Physical Sciences Research Council","keywords":"Modulational instability; Instability; Nonlinear system; Mathematical analysis; Euler's formula; Computation; Physics; Classical mechanics; Mathematics; Floquet theory; Mechanics","authors":[{"name":"Olga Trichtchenko","is_ca":true},{"name":"Paul A. Milewski","is_ca":false},{"name":"Emilian I. Părău","is_ca":false},{"name":"Jean‐Marc Vanden‐Broeck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04383329981310374,"gpt":0.3010002193586541,"spread":0.2571669195455504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002671255,0.0004444914,0.0003727816,0.0005055247,0.0004065535,0.000885829,0.0004911068,0.0006722343,0.001443045],"category_scores_gemma":[0.001101425,0.0002387561,0.0004547557,0.0002655185,0.001061833,0.0007051324,0.0006050679,0.0004916617,0.0001145533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005775209,"about_ca_system_score_gemma":0.0006203534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007292046,"about_ca_topic_score_gemma":0.00216144,"domain_scores_codex":[0.9999279,0.00002065448,0.00000418836,0.00001191661,0.0000161168,0.00001926636],"domain_scores_gemma":[0.9997213,0.000112385,0.00006935506,0.00002051943,0.00004975442,0.00002666913],"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":[0.0001367142,0.00005903841,0.003170452,0.00007319215,0.00006213296,0.0004370455,0.0002912609,0.8987324,0.01975392,0.07226183,0.0005576554,0.004464373],"study_design_scores_gemma":[0.00001521931,0.00001214137,0.0003834804,0.000003665882,0.000003587484,0.00001581016,0.00003045092,0.9951897,0.0004402345,0.00380045,0.00009845853,0.000006838314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509825,0.0002551615,0.0395983,0.0003610193,0.0000391725,0.00002179399,0.00005236589,0.00006586163,0.008623761],"genre_scores_gemma":[0.9942831,0.000115802,0.003528879,0.00003139745,0.00001241733,0.00002135924,0.00003211451,0.0000113634,0.001963428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007292046,"threshold_uncertainty_score":0.01449919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1542993171","doi":"10.1111/j.1467-9590.2007.00372.x","title":"The Small Vorticity Nonlinear Critical Layer for Kelvin Modes on a Vortex","year":2007,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Vorticity; Vortex; Boundary layer; Critical point (mathematics); Physics; Burgers vortex; Nonlinear system; Singularity; Classical mechanics; Instability; Reynolds number; Mechanics; Mathematical analysis; Mathematics; Quantum mechanics; Turbulence","authors":[{"name":"P. Caillol","is_ca":true},{"name":"S. A. Maslowe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05235727879676803,"gpt":0.3173894790757117,"spread":0.2650322002789437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002895771,0.0006381402,0.000370604,0.0008374274,0.0007161245,0.001282498,0.0003871322,0.0005981979,0.001565615],"category_scores_gemma":[0.001044125,0.0002388335,0.0004333371,0.0002388401,0.00155357,0.001035703,0.001016863,0.0006408491,0.000233282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008285033,"about_ca_system_score_gemma":0.0005664552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002015359,"about_ca_topic_score_gemma":0.000978399,"domain_scores_codex":[0.999909,0.00002166484,0.000003343478,0.00001368338,0.00002014451,0.00003216657],"domain_scores_gemma":[0.9998036,0.00005965705,0.00004688992,0.0000122426,0.00002804337,0.00004961323],"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":[0.0002893492,0.0001237133,0.003457886,0.0002093692,0.00004500589,0.001473257,0.0006770809,0.1389258,0.04970814,0.7946093,0.001447167,0.009033948],"study_design_scores_gemma":[0.00007651105,0.0001229141,0.001650464,0.00005101657,0.00002220947,0.0002594086,0.0002634799,0.8406416,0.005604453,0.1495323,0.001728876,0.00004683968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.846599,0.001701663,0.1202019,0.000586731,0.0001518732,0.0001089613,0.00005634548,0.0001215733,0.03047182],"genre_scores_gemma":[0.9886215,0.0005682228,0.005938832,0.00006641398,0.00007598305,0.00003803,0.00002714328,0.00003170684,0.004632133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002015359,"threshold_uncertainty_score":0.006011248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1574775234","doi":"10.1111/j.1467-9590.2010.00507.x","title":"Asymptotic Analysis of Localized Solutions to Some Linear and Nonlinear Biharmonic Eigenvalue Problems","year":2011,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Biharmonic equation; Mathematics; Eigenvalues and eigenvectors; Mathematical analysis; Nonlinear system; Asymptotic analysis; Domain (mathematical analysis); Physics; Boundary value problem","authors":[{"name":"Mary-Catherine Kropinski","is_ca":false},{"name":"Alan E. Lindsay","is_ca":true},{"name":"Michael J. Ward","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1003839498713003,"gpt":0.3091126064636701,"spread":0.2087286565923698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000601846,0.0006335624,0.0004868365,0.0008663978,0.0005337528,0.0007274384,0.0005562081,0.0008933081,0.001509633],"category_scores_gemma":[0.00302761,0.000262801,0.0004655511,0.0002681252,0.001800456,0.0009954339,0.001465015,0.0008813197,0.0002108213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005489732,"about_ca_system_score_gemma":0.0004214719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001306707,"about_ca_topic_score_gemma":0.0006329842,"domain_scores_codex":[0.9997868,0.00007489148,0.000009989551,0.00002460455,0.00007016502,0.00003350332],"domain_scores_gemma":[0.9991695,0.0004239132,0.0001220957,0.00004417293,0.0001512958,0.00008913429],"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":[0.0001741634,0.0001386781,0.001945544,0.0002019605,0.00006107055,0.0009415193,0.0006713633,0.5924504,0.03875297,0.349193,0.00130512,0.0141643],"study_design_scores_gemma":[0.000007876969,0.00002221377,0.0002461715,0.000006963995,0.000003058178,0.0000587225,0.00006808954,0.974633,0.001103948,0.02359541,0.0002442111,0.00001040507],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4529697,0.0004833959,0.5275949,0.0006680763,0.00006985522,0.000076075,0.00004223347,0.0002476066,0.01784813],"genre_scores_gemma":[0.9570878,0.0002757142,0.03570358,0.00009188803,0.00005585704,0.00009245032,0.00006281967,0.00007240934,0.006557379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001509633,"threshold_uncertainty_score":0.005050242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W226020412","doi":"10.1111/sapm.12107","title":"Nonlinear Instabilities of Multi‐Site Breathers in Klein–Gordon Lattices","year":2015,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Air Force Office of Scientific Research; U.S. Department of Energy; National Science Foundation","keywords":"Breather; Nonlinear system; Instability; Physics; Lattice (music); Excited state; Klein–Gordon equation; Linearization; Classical mechanics; Quantum mechanics; Quantum electrodynamics","authors":[{"name":"Jesús Cuevas–Maraver","is_ca":false},{"name":"P. G. Kevrekidis","is_ca":false},{"name":"Dmitry E. Pelinovsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07904674684154527,"gpt":0.338937467847209,"spread":0.2598907210056637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003211195,0.0003065296,0.0002740416,0.0004148411,0.0008298536,0.000917078,0.0004456137,0.0005713274,0.001279179],"category_scores_gemma":[0.0007528336,0.0002289695,0.0002762962,0.0002263698,0.001263996,0.0009380679,0.001113525,0.0005221397,0.0001688616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004440547,"about_ca_system_score_gemma":0.0002340276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006394287,"about_ca_topic_score_gemma":0.0005204771,"domain_scores_codex":[0.9998717,0.00003943878,0.000007002321,0.00001554788,0.000034172,0.00003202524],"domain_scores_gemma":[0.9996631,0.0001468777,0.0000684028,0.00003936547,0.00003187792,0.00005030572],"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":[0.0004266364,0.0001760948,0.006720721,0.0001362784,0.00006975502,0.002013587,0.001908866,0.1476308,0.1771533,0.6502207,0.0008695276,0.01267362],"study_design_scores_gemma":[0.00007245958,0.000117117,0.00158208,0.00001838278,0.0000149776,0.0004863373,0.0004843772,0.7944117,0.01823371,0.1837575,0.0007499374,0.0000714893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759668,0.0001620137,0.01560934,0.0002178549,0.00002094478,0.00001308067,0.00001148035,0.00005075305,0.007947757],"genre_scores_gemma":[0.9957508,0.00005094359,0.002870678,0.00001683147,0.000005877167,0.00001224065,0.000005641058,0.000007589425,0.001279348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001279179,"threshold_uncertainty_score":0.004279256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010785818","doi":"10.1111/1467-9590.00186","title":"Nonhydraulic Effects in Particle‐Driven Gravity Currents in Deep Surroundings","year":2001,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":14,"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":"Mechanics; Buoyancy; Settling; Turbulence; Flow (mathematics); Particle (ecology); Gravity current; Waves and shallow water; Shallow water equations; Water flow; Physics; Classical mechanics; Geology; Geotechnical engineering; Thermodynamics","authors":[{"name":"T. B. Moodie","is_ca":true},{"name":"J. P. Pascal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.041429593586755,"gpt":0.290425639102683,"spread":0.248996045515928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001022752,0.000302483,0.0002186862,0.00021665,0.0003291627,0.0004116073,0.0002906013,0.0003698579,0.0004046211],"category_scores_gemma":[0.0004089524,0.0002164239,0.0003032852,0.00007830367,0.0007856367,0.0006805375,0.0006488263,0.0002848787,0.00005408902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004580473,"about_ca_system_score_gemma":0.0003102876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005570168,"about_ca_topic_score_gemma":0.003155191,"domain_scores_codex":[0.9999626,0.000008667857,0.000001968569,0.000008058001,0.00000782292,0.00001076549],"domain_scores_gemma":[0.9999107,0.00002462436,0.00002928055,0.000007116675,0.000009294161,0.00001887655],"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":[0.00007628594,0.00006227969,0.005913694,0.00002709793,0.00001926158,0.0003467045,0.0001802804,0.9263345,0.04042546,0.02145384,0.000153805,0.005006874],"study_design_scores_gemma":[0.00002126363,0.00005286073,0.001863634,0.00000162496,0.000006416423,0.00002550344,0.00002994974,0.9932755,0.00196153,0.002516201,0.0002351622,0.00001037355],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342802,0.0001514997,0.06272018,0.0001408249,0.00002586203,0.00002473809,0.00003119345,0.0001081781,0.002517358],"genre_scores_gemma":[0.9977381,0.00005855154,0.001403138,0.00001177852,0.000007303349,0.000008162314,0.000007254756,0.000006951142,0.0007588877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005570168,"threshold_uncertainty_score":0.0110755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1718948689","doi":"10.1111/sapm.12034","title":"Validity of the Weakly Nonlinear Solution of the Cauchy Problem for the Boussinesq‐Type Equation","year":2014,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Mathematics; Nonlinear system; Initial value problem; Mathematical analysis; Type (biology); Space (punctuation); Cauchy problem; Class (philosophy); Cauchy distribution; Energy method; Physics","authors":[{"name":"К. Р. Хуснутдинова","is_ca":false},{"name":"K. R. Moore","is_ca":false},{"name":"Dmitry E. Pelinovsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.156483079285349,"gpt":0.3701479660537813,"spread":0.2136648867684323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098278,0.0006277565,0.0006951148,0.0007249612,0.00102713,0.001339895,0.0009848188,0.001635946,0.00128161],"category_scores_gemma":[0.007124606,0.0003265647,0.0006046123,0.000180528,0.003129778,0.001467131,0.001669364,0.001399432,0.0001841298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009304893,"about_ca_system_score_gemma":0.001596962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004837681,"about_ca_topic_score_gemma":0.001207173,"domain_scores_codex":[0.9996536,0.0001299406,0.00001737359,0.00005241199,0.00009533866,0.00005138752],"domain_scores_gemma":[0.9988263,0.0006079946,0.0001779999,0.00006713787,0.0002376955,0.00008285306],"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":[0.0002605621,0.00007410885,0.003355552,0.000201127,0.0000673936,0.0008999359,0.0005840526,0.3740311,0.03469353,0.5783655,0.0007060199,0.006761206],"study_design_scores_gemma":[0.00002230034,0.000050258,0.0004415007,0.0000215903,0.000006766421,0.000092551,0.00008482296,0.945631,0.004293645,0.04895542,0.0003785529,0.0000216563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7509969,0.0004422018,0.2241115,0.001849522,0.00011942,0.000095287,0.00008503727,0.00008351729,0.02221653],"genre_scores_gemma":[0.9755053,0.0002572875,0.01784378,0.00009596223,0.00005456803,0.00007461105,0.00007404652,0.00003077777,0.006063728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004837681,"threshold_uncertainty_score":0.009619057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094915360","doi":"10.1111/1467-9590.00154","title":"Modeling Sediment Deposition Patterns Arising From Suddenly Released Fixed‐Volume Turbulent Suspensions","year":2000,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":12,"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":"Turbulence; Mechanics; Settling; Suspension (topology); Volume (thermodynamics); Entrainment (biomusicology); Deposition (geology); Particle (ecology); Eddy; Volume of fluid method; Geology; Chemistry; Materials science; Physics; Sediment; Thermodynamics; Flow (mathematics); Mathematics","authors":[{"name":"T. B. Moodie","is_ca":true},{"name":"J. P. Pascal","is_ca":true},{"name":"John C. Bowman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02829502336485938,"gpt":0.2608087817071185,"spread":0.2325137583422591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002130478,0.0006595266,0.0003948518,0.0006035742,0.0003978833,0.001119009,0.001024956,0.001406638,0.0004440611],"category_scores_gemma":[0.0009521224,0.0005086753,0.0008142627,0.0003956199,0.0007338029,0.0005060126,0.0006329281,0.0006854825,0.00009809509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001975,"about_ca_system_score_gemma":0.0004937833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005504052,"about_ca_topic_score_gemma":0.003144517,"domain_scores_codex":[0.9998703,0.00002251007,0.00001047085,0.00002834376,0.00003165016,0.00003668962],"domain_scores_gemma":[0.9996669,0.0001255438,0.00008276517,0.00002355752,0.0000386825,0.0000624453],"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":[0.0001124956,0.00004365991,0.003349143,0.00003420949,0.00003921487,0.000599761,0.00007375521,0.9795285,0.01298683,0.00141645,0.0001372672,0.001678635],"study_design_scores_gemma":[0.00001521505,0.00002827623,0.0009385938,0.000002373804,0.000006520766,0.00003271418,0.00001980943,0.9977183,0.0009316449,0.0002350489,0.00006362018,0.000007819041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575501,0.0001763005,0.03952092,0.0001120891,0.00006503994,0.000046824,0.0001445216,0.0001948705,0.002189261],"genre_scores_gemma":[0.9951978,0.0000858292,0.003592401,0.00001556651,0.00001397725,0.00001831113,0.00008745245,0.00002371124,0.0009649066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005504052,"threshold_uncertainty_score":0.01094401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060516029","doi":"10.1111/1467-9590.00166","title":"On the Number of Conserved Quantities for the Two‐Layer Shallow‐Water Equations","year":2001,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Navier-Stokes equation solutions","field":"Mathematics","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Northern British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Conservation law; Inviscid flow; Shallow water equations; Mathematics; Conserved quantity; Flow (mathematics); Mathematical analysis; Multinomial distribution; Forcing (mathematics); Finite set; Finite difference; Physics; Classical mechanics; Geometry; Mathematical physics; Statistics","authors":[{"name":"P. J. Montgomery","is_ca":true},{"name":"T. B. Moodie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3136308732997595,"gpt":0.4365843116583617,"spread":0.1229534383586022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005529165,0.001057674,0.001335347,0.001873939,0.002023766,0.003381239,0.002060964,0.001681456,0.003561917],"category_scores_gemma":[0.02414148,0.0005675174,0.001323757,0.001284515,0.006620114,0.008888817,0.002114269,0.003491445,0.000352267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002021499,"about_ca_system_score_gemma":0.001453203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280828,"about_ca_topic_score_gemma":0.0009401624,"domain_scores_codex":[0.9982597,0.0006640378,0.0000902224,0.0001830657,0.000626962,0.000175909],"domain_scores_gemma":[0.9804534,0.01521575,0.001481422,0.0009837148,0.001283722,0.0005820586],"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":[0.00003448695,0.00003274302,0.0005690166,0.00009965901,0.00001042821,0.00009104316,0.0001266873,0.006567545,0.0004897704,0.98656,0.0009945352,0.004424249],"study_design_scores_gemma":[0.00002953669,0.0000320338,0.0004853783,0.00005256132,0.0000099632,0.00009884671,0.00004705683,0.09569066,0.00033792,0.9010335,0.00215927,0.00002334958],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3864866,0.00965483,0.4953935,0.008416007,0.001382975,0.0002012909,0.0004325398,0.0002464834,0.09778582],"genre_scores_gemma":[0.8936955,0.004071143,0.08624019,0.0005014819,0.001003485,0.0003644353,0.0003825048,0.0001615217,0.01357971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005529165,"threshold_uncertainty_score":0.02924138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004003683","doi":"10.1111/1467-9590.00170","title":"Jump Conditions for Hyperbolic Systems of Forced Conservation Laws with an Application to Gravity Currents","year":2001,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Navier-Stokes equation solutions","field":"Mathematics","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Northern British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Jump; Froude number; Conservation law; Gravity current; Forcing (mathematics); Inviscid flow; Hydraulic jump; Nonlinear system; Classification of discontinuities; Mathematics; Shallow water equations; Current (fluid); Mechanics; Initial value problem; Front (military); Mathematical analysis; Flow (mathematics); Physics; Meteorology","authors":[{"name":"P. J. Montgomery","is_ca":true},{"name":"T. B. Moodie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1608142034606597,"gpt":0.4221411102268726,"spread":0.261326906766213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001151289,0.0004255966,0.0003451119,0.001172845,0.0005933862,0.0013205,0.0007023729,0.001025754,0.003363605],"category_scores_gemma":[0.004187562,0.0002971672,0.000745546,0.0002881011,0.001644829,0.001657249,0.002271083,0.001699814,0.0002806575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007856479,"about_ca_system_score_gemma":0.0006843478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002153646,"about_ca_topic_score_gemma":0.001075747,"domain_scores_codex":[0.9996547,0.00008152361,0.0000233338,0.00003949962,0.0001468888,0.00005398978],"domain_scores_gemma":[0.9985317,0.000779526,0.0002042587,0.00007334131,0.0002884336,0.0001227099],"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":[0.0001221281,0.00006843948,0.002144594,0.0002023549,0.00003552798,0.0006117629,0.0006914523,0.09825272,0.02052575,0.859759,0.002198026,0.01538814],"study_design_scores_gemma":[0.00005513789,0.00006973287,0.0009864052,0.00003056333,0.00001539244,0.0001198144,0.0001509504,0.8377272,0.003558901,0.155106,0.002142188,0.00003761032],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.397133,0.002373704,0.5642569,0.002056688,0.0003690606,0.0002013989,0.0002959137,0.0003715898,0.03294175],"genre_scores_gemma":[0.9669284,0.0008440445,0.02223,0.0001672081,0.0002361061,0.0001109974,0.0001732684,0.00008996772,0.009219989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003363605,"threshold_uncertainty_score":0.0112524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151147045","doi":"10.1111/sapm.12093","title":"Explicitly Solvable Nonlocal Eigenvalue Problems and the Stability of Localized Stripes in Reaction‐Diffusion Systems","year":2015,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":11,"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":"Homoclinic orbit; Eigenvalues and eigenvectors; Instability; Mathematics; Reaction–diffusion system; Asymptotic analysis; Mathematical analysis; Transverse plane; Diffusion; Linear stability; Stability (learning theory); Physics; Bifurcation; Nonlinear system; Quantum mechanics","authors":[{"name":"Iain R. Moyles","is_ca":true},{"name":"W.-H. Tse","is_ca":true},{"name":"Michael J. Ward","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08459406797665354,"gpt":0.2895033694581856,"spread":0.204909301481532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007463099,0.0005777855,0.0006299636,0.0007263082,0.0006043317,0.001354815,0.0006244929,0.001208223,0.001499151],"category_scores_gemma":[0.002406285,0.000335411,0.000528933,0.0003390867,0.001910807,0.001112523,0.001391467,0.0006774708,0.0001697097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005687957,"about_ca_system_score_gemma":0.0004145079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427677,"about_ca_topic_score_gemma":0.0006868597,"domain_scores_codex":[0.9997229,0.0001056349,0.00001730326,0.0000403003,0.00006396907,0.0000498733],"domain_scores_gemma":[0.9989506,0.0005626231,0.0002359237,0.00007314725,0.00009435682,0.00008339446],"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":[0.0001419261,0.000114155,0.002537246,0.0001573248,0.00006906338,0.0008112711,0.0007236506,0.5407959,0.02877045,0.4190047,0.0005626281,0.00631173],"study_design_scores_gemma":[0.00002419352,0.00001751001,0.0002558352,0.000005663797,0.000003815425,0.00005196716,0.00006653163,0.9472263,0.0008437553,0.05134859,0.000144329,0.00001150813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7368884,0.0005457536,0.2507295,0.0009201854,0.0000415905,0.00005785381,0.00008296134,0.0001329012,0.01060082],"genre_scores_gemma":[0.9912513,0.0001582067,0.006307049,0.00002905927,0.00001776317,0.00005408946,0.00002659716,0.00001696759,0.002139039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001499151,"threshold_uncertainty_score":0.005015135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2175277886","doi":"10.1111/sapm.12102","title":"Coupled Nonlinear Schrödinger Equations with a Gauge Potential: Existence and Blowup","year":2015,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Cold Atom Physics and Bose-Einstein Condensates","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Intensive Care Foundation","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Nonlinear system; Gauge (firearms); Coupling (piping); Limit (mathematics); Orbit (dynamics); Mathematics; Bose–Einstein condensate; Initial value problem; Mathematical analysis; Mathematical physics; Zero (linguistics); Cauchy problem; Physics; Classical mechanics; Quantum mechanics","authors":[{"name":"João‐Paulo Dias","is_ca":false},{"name":"Mário Figueira","is_ca":true},{"name":"V. V. Konotop","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05656902483918098,"gpt":0.3038241124391855,"spread":0.2472550876000045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000890757,0.001164033,0.0007223492,0.0008243702,0.001061241,0.0011035,0.000869558,0.002478076,0.002656703],"category_scores_gemma":[0.005183778,0.0004955027,0.0007211029,0.0003697311,0.002051855,0.002514196,0.00205986,0.001631214,0.0001841284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007177667,"about_ca_system_score_gemma":0.0008480743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444159,"about_ca_topic_score_gemma":0.001242319,"domain_scores_codex":[0.9997442,0.00008889702,0.00001620586,0.0000380336,0.00006919585,0.00004332979],"domain_scores_gemma":[0.9986336,0.0006785097,0.0002579188,0.00004452063,0.000203546,0.0001818396],"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":[0.0002049983,0.0001310831,0.002671932,0.0004979598,0.0001210746,0.002387344,0.001395815,0.1616223,0.03138131,0.7902213,0.001215136,0.008149705],"study_design_scores_gemma":[0.00005032864,0.00008907256,0.0005963937,0.00003696046,0.00001565131,0.0003283821,0.0002682621,0.8501765,0.002392042,0.1452815,0.0007318016,0.00003306802],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7511801,0.0009655451,0.2251036,0.002599266,0.0001144951,0.0001214167,0.0001185911,0.000128218,0.01966881],"genre_scores_gemma":[0.9649728,0.0004237017,0.02280107,0.0001803337,0.00008501004,0.0001336932,0.0001081032,0.0000413447,0.01125387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002656703,"threshold_uncertainty_score":0.008887529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979968289","doi":"10.1111/1467-9590.00228","title":"Generalization of a Relaxation Scheme for Systems of Forced Nonlinear Hyperbolic Conservation Laws with Spatially Dependent Flux Functions","year":2002,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","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 Northern British Columbia","funders":"","keywords":"Conservation law; Mathematics; Nonlinear system; Hyperbolic partial differential equation; Burgers' equation; Mathematical analysis; Inviscid flow; Boundary value problem; Relaxation (psychology); Partial differential equation; Initial value problem; Applied mathematics; Forcing (mathematics); Shallow water equations; Law; Classical mechanics; Physics","authors":[{"name":"P. J. Montgomery","is_ca":true},{"name":"T. B. Moodie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02940476018020232,"gpt":0.2406667477035528,"spread":0.2112619875233505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007716829,0.0004205407,0.0006494521,0.0002503626,0.0003563623,0.0004905707,0.001281822,0.0008482149,0.00210819],"category_scores_gemma":[0.001287546,0.0002946704,0.0007874993,0.000244525,0.0005826775,0.0007938024,0.0009801717,0.001564356,0.0005022989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003407661,"about_ca_system_score_gemma":0.000816474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024601,"about_ca_topic_score_gemma":0.001271552,"domain_scores_codex":[0.9998344,0.00004083975,0.00001497641,0.00002577756,0.00006548542,0.00001848788],"domain_scores_gemma":[0.9995909,0.0001632429,0.00004349436,0.00008542088,0.000085543,0.0000313236],"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":[0.0001671306,0.0003195585,0.0009877199,0.00035371,0.00006140942,0.0003604868,0.0006548789,0.5452178,0.09959751,0.1884734,0.002984564,0.1608219],"study_design_scores_gemma":[0.00002956812,0.00004853569,0.00007588541,0.0000126686,0.000005667585,0.00006022596,0.00001154847,0.9878957,0.003403929,0.003969548,0.004474944,0.00001176003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01471796,0.0001393814,0.9814296,0.0001219079,0.00009065199,0.0001045205,0.00003061094,0.0001597449,0.003205586],"genre_scores_gemma":[0.2187256,0.0004940417,0.7720519,0.00015615,0.00008098884,0.0003827155,0.0001444863,0.0001195704,0.0078445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00210819,"threshold_uncertainty_score":0.0070526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313590638","doi":"10.1111/sapm.12557","title":"Impact of nonlocal dispersal and time periodicity on the global exponential stability of bistable traveling waves","year":2023,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Bistability; Wavefront; Exponential stability; Convergence (economics); Traveling wave; Exponential function; Stability (learning theory); Exponential growth; Biological dispersal; Front (military); Mathematics; Physics; Mathematical analysis; Nonlinear system; Optics; Meteorology; Quantum mechanics; Computer science","authors":[{"name":"Manjun Ma","is_ca":false},{"name":"Wentao Meng","is_ca":false},{"name":"Chunhua Ou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07466852733192379,"gpt":0.3613416490571823,"spread":0.2866731217252585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035487,0.0003504854,0.0004814301,0.0003964096,0.0003453585,0.0008744898,0.0004760292,0.0006355318,0.001632122],"category_scores_gemma":[0.007191943,0.0001677735,0.0003568398,0.0001796448,0.001186863,0.001469211,0.00131889,0.0006646116,0.00008705606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003825971,"about_ca_system_score_gemma":0.000354133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007678779,"about_ca_topic_score_gemma":0.0004490003,"domain_scores_codex":[0.9997408,0.00009120443,0.00001842063,0.0000483383,0.00004848207,0.00005266766],"domain_scores_gemma":[0.9944941,0.003550553,0.0009608867,0.0003198116,0.0002526196,0.0004220161],"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":[0.001346788,0.000371344,0.04577061,0.0007602952,0.0004191092,0.009996695,0.0007486111,0.4007658,0.3068444,0.1943856,0.001561541,0.03702915],"study_design_scores_gemma":[0.00009449133,0.0004249935,0.02431797,0.00005384611,0.00009963621,0.000886371,0.0003208936,0.9201488,0.01620942,0.03690113,0.0004471735,0.00009517469],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681131,0.0006439046,0.02645672,0.0008213142,0.00005121446,0.00001343279,0.00003780025,0.00004256377,0.00381987],"genre_scores_gemma":[0.9991282,0.00007885691,0.0004428159,0.00002274697,0.0000103164,0.000004690482,0.00000709081,0.00000389846,0.0003015014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001632122,"threshold_uncertainty_score":0.005476236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1858914288","doi":"10.1111/sapm.12094","title":"Dynamics of Vortex Rossby Waves in Tropical Cyclones, Part 1: Linear Time‐Dependent Evolution on an <i>f</i>‐Plane","year":2015,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; Natural Resources Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rossby wave; Physics; Vortex; Barotropic fluid; Rossby radius of deformation; Amplitude; Kelvin wave; RADIUS; Starting vortex; Mechanics; Classical mechanics; Vortex ring; Meteorology; Atmospheric sciences","authors":[{"name":"Lidia Nikitina","is_ca":true},{"name":"Lucy J. Campbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05039311416383431,"gpt":0.2991189498353493,"spread":0.248725835671515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001393683,0.0002688074,0.0001305245,0.0004380345,0.0002206497,0.0006544318,0.0001579684,0.0002867278,0.00110598],"category_scores_gemma":[0.0005494925,0.0001664889,0.0002271486,0.000249525,0.0003691752,0.0003038545,0.0002098643,0.0002753251,0.000197727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004719972,"about_ca_system_score_gemma":0.0002336942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006648311,"about_ca_topic_score_gemma":0.002852312,"domain_scores_codex":[0.9999653,0.000006059935,0.00000186309,0.000006921085,0.000006810191,0.00001295611],"domain_scores_gemma":[0.9997264,0.00005834733,0.0001219607,0.00001113786,0.000043899,0.00003832599],"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":[0.0005981837,0.0002978547,0.321319,0.0001523934,0.0002147885,0.001489859,0.000751854,0.5031444,0.09576063,0.0286232,0.002771624,0.0448763],"study_design_scores_gemma":[0.000042672,0.0001978445,0.3504172,0.0000276719,0.0000461239,0.0003275679,0.0002285806,0.636235,0.007962711,0.002543023,0.001907495,0.00006411417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958712,0.0001517808,0.001789698,0.00003921862,0.000004339063,0.00000801486,0.0001303562,0.00002722804,0.001978054],"genre_scores_gemma":[0.9986279,0.0001184892,0.0004817108,0.000006022214,0.000005551417,0.000006421223,0.0001957466,0.00001296023,0.0005451516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006648311,"threshold_uncertainty_score":0.01321924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090654390","doi":"10.1111/j.1467-9590.2009.00455.x","title":"Spectral Analysis of an Operator Arising in Fluid Dynamics","year":2009,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Eigenvalues and eigenvectors; Mathematics; Matrix differential equation; Linearization; Operator (biology); Mathematical analysis; Differential operator; Spectrum (functional analysis); Differential equation; Physics; Nonlinear system","authors":[{"name":"Marina Chugunova","is_ca":true},{"name":"Hans Volkmer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02020614429004286,"gpt":0.3111823474797565,"spread":0.2909762031897136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004412178,0.000396264,0.0002409397,0.0009068353,0.0004619221,0.0006380441,0.0004048788,0.0005804542,0.001577234],"category_scores_gemma":[0.00145655,0.0001312038,0.0002724887,0.000398514,0.001179797,0.0009597451,0.0005731163,0.0005838108,0.0002751185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002651112,"about_ca_system_score_gemma":0.0003077956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004717649,"about_ca_topic_score_gemma":0.0002123766,"domain_scores_codex":[0.9997856,0.00006240479,0.000008221575,0.00002779032,0.000093025,0.00002288587],"domain_scores_gemma":[0.9993815,0.0003250991,0.00006691955,0.00003064604,0.0001531554,0.00004250852],"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":[0.00006482923,0.00009534842,0.0008206373,0.0001930401,0.00002755429,0.0004453322,0.0006494442,0.05282629,0.05372231,0.8588331,0.001767338,0.03055472],"study_design_scores_gemma":[0.000007061038,0.00004969446,0.0006670762,0.0000242787,0.000005500154,0.0002828783,0.0001293402,0.5933238,0.004564868,0.3985076,0.002413809,0.00002426541],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.330787,0.001459264,0.6442133,0.0008849105,0.0002685845,0.00005447288,0.00009873626,0.0001787185,0.02205501],"genre_scores_gemma":[0.9479423,0.0009787997,0.03882669,0.0001143582,0.0002730035,0.00006663134,0.00009663399,0.00007149794,0.01163012],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001577234,"threshold_uncertainty_score":0.005276382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011445014","doi":"10.1111/1467-9590.t01-1-00233","title":"Weakly Nonhydrostatic Effects in Compositionally‐Driven Gravity Flows","year":2003,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":7,"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":"Hydrostatic equilibrium; Curvature; Mechanics; Flow (mathematics); Hydrostatic pressure; Physics; Geology; Geometry; Mathematics","authors":[{"name":"Nalan Antar","is_ca":true},{"name":"T. B. Moodie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02452965576084563,"gpt":0.2619141404944277,"spread":0.2373844847335821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002538384,0.0004658505,0.0002659695,0.0006047038,0.0003796427,0.0005663824,0.0003012857,0.0003831384,0.0004335461],"category_scores_gemma":[0.002234006,0.0002396489,0.000338862,0.0002230105,0.001135999,0.0007641689,0.000942744,0.0004322166,0.00006010551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004290547,"about_ca_system_score_gemma":0.0003746422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004141741,"about_ca_topic_score_gemma":0.00225571,"domain_scores_codex":[0.9998734,0.00004390131,0.000005913331,0.00001106446,0.00003961533,0.00002606316],"domain_scores_gemma":[0.9995796,0.0001579452,0.0001248827,0.00003597961,0.00005515092,0.00004640211],"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":[0.0003884542,0.0001482208,0.01204731,0.0002486922,0.00005707868,0.001535593,0.001286557,0.5108495,0.2491059,0.1915092,0.0005314501,0.03229211],"study_design_scores_gemma":[0.00003298155,0.0001037092,0.007650665,0.000006698967,0.00001747853,0.0001446713,0.00005708003,0.9592476,0.01044982,0.02151426,0.000741248,0.00003372938],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575463,0.000501252,0.03769105,0.0001582275,0.00002681485,0.00002264094,0.00001748936,0.0001502032,0.00388599],"genre_scores_gemma":[0.9969366,0.0001456905,0.002070916,0.00001156772,0.00002165328,0.000005715069,0.00001032639,0.00001239976,0.0007851562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004141741,"threshold_uncertainty_score":0.008235276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034928143","doi":"10.1111/j.0022-2526.2004.01506.x","title":"Spectral Properties in Modon Stability Theory","year":2004,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":7,"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":"Eigenfunction; Eigenvalues and eigenvectors; Mathematics; Mathematical analysis; Barotropic fluid; Essential spectrum; Vortex; Upper and lower bounds; Enstrophy; Hilbert space; Invariant (physics); Mathematical physics; Physics; Vorticity; Quantum mechanics","authors":[{"name":"Gordon E. Swaters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05927343410655529,"gpt":0.3018273133480955,"spread":0.2425538792415403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008513486,0.0004825364,0.000378412,0.001566183,0.0008839972,0.001345592,0.000515387,0.0004843278,0.002923282],"category_scores_gemma":[0.002266023,0.0001794842,0.0004247607,0.0005198568,0.002178358,0.00156539,0.0009909855,0.0007432466,0.0004126348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045575,"about_ca_system_score_gemma":0.000370598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009570851,"about_ca_topic_score_gemma":0.0003901632,"domain_scores_codex":[0.9995151,0.0001432776,0.00001884642,0.00007910516,0.0001727488,0.00007101945],"domain_scores_gemma":[0.9987657,0.0005510859,0.0001731465,0.00009416328,0.0002822019,0.0001337971],"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":[0.00002069186,0.00001220613,0.0004944329,0.000042743,0.000006714213,0.00005090807,0.0002588431,0.005415334,0.002907028,0.9839742,0.0005572296,0.006259777],"study_design_scores_gemma":[0.000008811873,0.00003684487,0.001011833,0.00002248174,0.000004291366,0.0001281545,0.0001305716,0.1345292,0.001753002,0.859512,0.00284168,0.00002121571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5469463,0.001820966,0.3691255,0.001021395,0.0001564397,0.0000590922,0.0001910771,0.0002093185,0.08046991],"genre_scores_gemma":[0.9742148,0.000468737,0.01443783,0.0001237768,0.0001989539,0.00006370949,0.0001469095,0.00007681079,0.01026847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002923282,"threshold_uncertainty_score":0.009779334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2625816477","doi":"10.1111/sapm.12177","title":"Asymptotics of Pseudo‐Jacobi Polynomials with Varying Parameters","year":2017,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Mathematical functions and polynomials","field":"Mathematics","cited_by":7,"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":"Orthogonality; Jacobi polynomials; Mathematics; Orthogonal polynomials; Complex plane; Mehler–Heine formula; Classical orthogonal polynomials; Discrete orthogonal polynomials; Plane (geometry); Gegenbauer polynomials; Real line; Difference polynomials; Matrix (chemical analysis); Wilson polynomials; Differential equation; Mathematical analysis; Geometry","authors":[{"name":"Zilong Song","is_ca":true},{"name":"R. Wong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1460373258169396,"gpt":0.3783028106252522,"spread":0.2322654848083126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002187199,0.0008421354,0.0006542691,0.002039544,0.0008443402,0.001418278,0.001180785,0.001101562,0.003078371],"category_scores_gemma":[0.01861237,0.0004631396,0.0006814432,0.0008633194,0.003006502,0.003620006,0.001695083,0.002096959,0.0005214665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280761,"about_ca_system_score_gemma":0.001075691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002163152,"about_ca_topic_score_gemma":0.0009920506,"domain_scores_codex":[0.9992093,0.0003349363,0.0000250448,0.0000839787,0.0002149258,0.0001318354],"domain_scores_gemma":[0.9949537,0.002433943,0.000807986,0.0004281093,0.0008741778,0.0005021279],"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":[0.00008178635,0.00004154914,0.0010009,0.0001312636,0.00002845333,0.0003211834,0.0002736115,0.03638789,0.004973729,0.9499653,0.001252803,0.00554155],"study_design_scores_gemma":[0.00003182404,0.00005982997,0.001955617,0.00008732791,0.00002136842,0.0004293113,0.0002019583,0.6218843,0.001829356,0.370553,0.002862082,0.00008401167],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4548576,0.004474055,0.4818798,0.003328046,0.0005702149,0.00009761011,0.0002569904,0.001084253,0.0534514],"genre_scores_gemma":[0.973115,0.001421781,0.01785979,0.0002498473,0.0003187737,0.00008230947,0.0001496569,0.0002239534,0.006578998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003078371,"threshold_uncertainty_score":0.01156712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972776731","doi":"10.1111/sapm.12300","title":"Cyclic Maya diagrams and rational solutions of higher order Painlevé systems","year":2020,"lang":"en","type":"preprint","venue":"Studies in Applied Mathematics","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Secretaría de Estado de Investigación, Desarrollo e Innovación; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Division of Mathematical Sciences; Instituto de Ciencias Matemáticas","keywords":"Mathematics; Hermite polynomials; Class (philosophy); Pure mathematics; Wronskian; Order (exchange); Diagram; Extension (predicate logic); Algebra over a field; Computer science","authors":[{"name":"Peter A. Clarkson","is_ca":false},{"name":"David Gómez‐Ullate","is_ca":false},{"name":"Yves Grandati","is_ca":false},{"name":"Robert Milson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08237934530530247,"gpt":0.3348482581636009,"spread":0.2524689128582984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003615048,0.0002764071,0.0002977568,0.00120225,0.000787592,0.001043289,0.0003805428,0.0007735135,0.003034604],"category_scores_gemma":[0.001477247,0.0001667165,0.0003888929,0.0004335681,0.001255302,0.001333035,0.0008703956,0.0007295256,0.0002812049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005767102,"about_ca_system_score_gemma":0.0004528286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003772151,"about_ca_topic_score_gemma":0.0003942513,"domain_scores_codex":[0.9997773,0.00006188056,0.00001063561,0.00002821695,0.00007116631,0.0000508385],"domain_scores_gemma":[0.9996725,0.00007971884,0.0000733056,0.00004217438,0.00006254621,0.00006972717],"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":[0.00001230426,0.00001542052,0.0001926914,0.00002001316,0.000003590387,0.0001023923,0.0001316245,0.002352712,0.00423718,0.9894474,0.0002362848,0.003248357],"study_design_scores_gemma":[0.0000197735,0.00004265903,0.0004565588,0.00002328968,0.000005759194,0.0003316124,0.000213383,0.04760549,0.003470424,0.9437264,0.004081219,0.00002345109],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8417817,0.0005259484,0.1102017,0.0005751071,0.0001521812,0.00006688865,0.00005385665,0.0001830244,0.04645951],"genre_scores_gemma":[0.9791561,0.0001980041,0.01472752,0.00005994251,0.00004915164,0.00004073128,0.00002856341,0.00002840677,0.005711584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003034604,"threshold_uncertainty_score":0.01015174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1919591641","doi":"10.1111/sapm.12095","title":"Dynamics of Vortex Rossby Waves in Tropical Cyclones, Part 2: Nonlinear Time‐Dependent Asymptotic Analysis on a β‐Plane","year":2015,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; Natural Resources Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Eye; Rossby wave; Tropical cyclone; Vortex; Rossby radius of deformation; Physics; Rogue wave; Mechanics; Geology; Nonlinear system; Classical mechanics; Meteorology; Atmospheric sciences","authors":[{"name":"Lidia Nikitina","is_ca":true},{"name":"L. J. Campbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0415647501369772,"gpt":0.2937536593575582,"spread":0.252188909220581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002043408,0.0003986046,0.000204458,0.0005454464,0.0002576271,0.0005550528,0.0002531834,0.0002639437,0.001211165],"category_scores_gemma":[0.0008988111,0.000149305,0.000349969,0.0001837891,0.0007586314,0.0005177369,0.0004893626,0.0004639863,0.00013223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004249792,"about_ca_system_score_gemma":0.0003795061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00650487,"about_ca_topic_score_gemma":0.002315175,"domain_scores_codex":[0.9999582,0.00001430976,0.000002220709,0.000005467153,0.00001087696,0.000008937953],"domain_scores_gemma":[0.999736,0.00007890902,0.00007795505,0.00001210474,0.00006637738,0.00002862109],"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":[0.0001620104,0.0001214001,0.01408535,0.0001775908,0.00007333583,0.0007650658,0.0005331979,0.6376501,0.1013344,0.2223202,0.001534246,0.02124301],"study_design_scores_gemma":[0.000006229385,0.00002303955,0.003299778,0.000007250277,0.000005617941,0.00005108342,0.0000502773,0.9876957,0.00118643,0.007295222,0.0003704028,0.000008990664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9189186,0.0006782426,0.06314822,0.000382072,0.00004002972,0.00004021899,0.00007057373,0.00007488171,0.01664726],"genre_scores_gemma":[0.993917,0.0003412908,0.002385877,0.00001947345,0.00002991243,0.00002152589,0.00004350063,0.00002292556,0.003218524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00650487,"threshold_uncertainty_score":0.01293403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023619989","doi":"10.1111/1467-9590.1071176","title":"Pump Flow Solutions of the Navier–Stokes Equations","year":2001,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Fluid dynamics and aerodynamics studies","field":"Engineering","cited_by":6,"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":"Vortex; Flow (mathematics); Surface (topology); Mechanics; Asymptote; Navier–Stokes equations; Core (optical fiber); Physics; Classical mechanics; Geometry; Mathematics; Optics; Compressibility","authors":[{"name":"Alparslan Öztekin","is_ca":false},{"name":"Brian R. Seymour","is_ca":true},{"name":"E. Varley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03902468273216823,"gpt":0.2601228584403872,"spread":0.221098175708219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005816793,0.0007525234,0.0007487055,0.0007851847,0.0006599959,0.001880233,0.0008196196,0.001493673,0.006470711],"category_scores_gemma":[0.002183685,0.0003935593,0.0007078602,0.0006451104,0.0009104043,0.001853077,0.001629735,0.001139976,0.001703022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005402793,"about_ca_system_score_gemma":0.001024135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004347805,"about_ca_topic_score_gemma":0.001827246,"domain_scores_codex":[0.999595,0.0001013176,0.00002742102,0.00005112803,0.000167359,0.0000579215],"domain_scores_gemma":[0.9997585,0.00007113065,0.00003565261,0.00001678257,0.00009985396,0.00001809081],"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":[0.00005574634,0.00003999944,0.0005604982,0.0001908339,0.00002424862,0.000330512,0.0004199718,0.204083,0.00539507,0.7519361,0.005670435,0.03129362],"study_design_scores_gemma":[0.00005680964,0.00005595519,0.0003708408,0.00004954945,0.00001156664,0.0001792174,0.0001320817,0.7726621,0.001473907,0.2071343,0.01782681,0.00004677831],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05003134,0.003765477,0.8627267,0.001028856,0.0005119918,0.000184961,0.0006192541,0.0004011341,0.08073037],"genre_scores_gemma":[0.5437941,0.01099565,0.2974405,0.0007052196,0.001285201,0.0008373305,0.001369635,0.0003120964,0.1432602],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006470711,"threshold_uncertainty_score":0.02164668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404774388","doi":"10.1111/sapm.12789","title":"Stability of Standing Periodic Waves in the Massive Thirring Model","year":2024,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"Thirring model; Stability (learning theory); Physics; Mathematical analysis; Mathematical physics; Mathematics; Computer science; Quantum mechanics; Fermion","authors":[{"name":"S. Cui","is_ca":true},{"name":"Dmitry E. Pelinovsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06921152134365183,"gpt":0.3343837659204144,"spread":0.2651722445767626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005136381,0.0004212646,0.0004712667,0.0007592175,0.0006887521,0.001213277,0.0007025044,0.0007373133,0.002080271],"category_scores_gemma":[0.001183325,0.0001938498,0.0003850234,0.0003298727,0.001717875,0.001335003,0.0009656042,0.0004993601,0.0002449462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004947609,"about_ca_system_score_gemma":0.0004132013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212759,"about_ca_topic_score_gemma":0.0004448267,"domain_scores_codex":[0.9998189,0.00005020945,0.000007660185,0.00002096917,0.00005472111,0.00004765405],"domain_scores_gemma":[0.9996141,0.00009905946,0.0001000711,0.00005070321,0.00005667161,0.00007926729],"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":[0.0003434426,0.0001540076,0.003456675,0.00007641297,0.00006244805,0.001098736,0.0006893764,0.1822709,0.06339333,0.740572,0.00071046,0.007172272],"study_design_scores_gemma":[0.0000304924,0.00008022783,0.000783688,0.00001084124,0.000007392573,0.0001281381,0.0001472791,0.8998238,0.002550348,0.09619813,0.0002096271,0.00002992861],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609249,0.000116837,0.03070555,0.0002001666,0.00002103488,0.00001197967,0.0000152933,0.00006923539,0.007935061],"genre_scores_gemma":[0.9972461,0.00004008037,0.001518837,0.00001721082,0.00000864006,0.00000945696,0.000008319213,0.000007377446,0.001143925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002080271,"threshold_uncertainty_score":0.00695914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162935330","doi":"10.1111/j.1467-9590.2009.00453.x","title":"Sediment Transport via Dam‐Break Flows over Sloping Erodible Beds","year":2009,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":6,"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":"Geology; Flow (mathematics); Buoyancy; Mechanics; Deposition (geology); Geotechnical engineering; Erosion; Water flow; Sediment transport; Sediment; Geomorphology; Physics","authors":[{"name":"Matthew Emmett","is_ca":true},{"name":"T. B. Moodie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03532211890325457,"gpt":0.2712098003354068,"spread":0.2358876814321522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001550001,0.000361103,0.0003311801,0.0004089382,0.0003521833,0.0005072808,0.0003625629,0.0003450892,0.0005471045],"category_scores_gemma":[0.0003288356,0.0002101358,0.0002888663,0.0002418961,0.0004989975,0.0002969749,0.0005872211,0.0003454792,0.00007020812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009424287,"about_ca_system_score_gemma":0.0003515743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007521277,"about_ca_topic_score_gemma":0.004229542,"domain_scores_codex":[0.9999409,0.000009370377,0.000004999126,0.0000131778,0.000009745117,0.00002181404],"domain_scores_gemma":[0.9998493,0.00003250771,0.00005325149,0.000007969056,0.00001462317,0.00004224412],"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":[0.001326136,0.0003040207,0.05292032,0.0002213787,0.0001550043,0.003147033,0.000759867,0.4755027,0.4423192,0.008951214,0.00035868,0.01403444],"study_design_scores_gemma":[0.0003051469,0.001365685,0.08561731,0.00003402289,0.00008162709,0.0003637058,0.0006293884,0.8738423,0.03378902,0.00276527,0.001126175,0.00008048507],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987689,0.00005684824,0.000797937,0.00001447045,0.000002660017,0.000003803607,0.00002235747,0.00001975972,0.0003132088],"genre_scores_gemma":[0.9992377,0.00006264057,0.0003702371,0.000004925595,0.000001750096,0.000002914392,0.00002794937,0.000002224341,0.0002897048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007521277,"threshold_uncertainty_score":0.01495498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171604449","doi":"10.1111/1467-9590.00144","title":"Hydraulic Theory and Particle‐Driven Gravity Currents","year":2000,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":5,"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":"Hydrostatic equilibrium; Mechanics; Flow (mathematics); Hydraulic jump; Hydrostatic pressure; Classical mechanics; Physics; Particle (ecology); Geology","authors":[{"name":"T. B. Moodie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03620728500725471,"gpt":0.3014458847700619,"spread":0.2652385997628072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000320113,0.0003275612,0.0004217807,0.0008094369,0.0006361664,0.000922653,0.001112448,0.001452912,0.003829916],"category_scores_gemma":[0.0006549931,0.0001663643,0.0003046316,0.0005555588,0.002918991,0.001918531,0.001138791,0.0009731172,0.000533889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040527,"about_ca_system_score_gemma":0.0008013861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026501,"about_ca_topic_score_gemma":0.0008505069,"domain_scores_codex":[0.9997398,0.00005647953,0.000007036056,0.00003691435,0.000123073,0.00003658837],"domain_scores_gemma":[0.9997872,0.00007735914,0.00004023602,0.00001541895,0.00005184591,0.00002797845],"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":[0.000002933027,0.000004256059,0.00008219593,0.00002046243,0.000002513023,0.00004235395,0.00004622132,0.01140491,0.0002664883,0.9837416,0.001249449,0.003136649],"study_design_scores_gemma":[0.000009301499,0.00001892211,0.0002810922,0.0000115573,0.000003024115,0.00008955958,0.00004961757,0.07755665,0.0001464653,0.9104981,0.01132503,0.00001077993],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05060849,0.01272966,0.7131915,0.01057715,0.001984532,0.00008272928,0.0003545404,0.0003597515,0.2101116],"genre_scores_gemma":[0.9073874,0.007671188,0.03078745,0.001284293,0.003340516,0.0001495267,0.0001930367,0.00007501657,0.04911169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003829916,"threshold_uncertainty_score":0.01281238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056208188","doi":"10.1111/1467-9590.00147","title":"A Hybrid Method for Low Reynolds Number Flow Past an Asymmetric Cylindrical Body","year":2000,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Aerodynamics and Fluid Dynamics Research","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":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Reynolds number; Mathematics; Mathematical analysis; Logarithm; Lift (data mining); Asymptotic expansion; Drag coefficient; Singular perturbation; Lift coefficient; Drag; Physics; Mechanics; Turbulence; Computer science","authors":[{"name":"Michèle S. Titcombe","is_ca":true},{"name":"Michael J. Ward","is_ca":true},{"name":"Mary Catherine A. Kropinski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02525155305926029,"gpt":0.336846620815649,"spread":0.3115950677563887,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004990948,0.0003651297,0.0005473475,0.0005830439,0.0004614488,0.0007134801,0.0009836419,0.001067218,0.002021162],"category_scores_gemma":[0.0009512876,0.000269482,0.0004875914,0.0002801097,0.0009211313,0.0006925763,0.001008924,0.0008302828,0.0005556009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004176111,"about_ca_system_score_gemma":0.0008641277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002543466,"about_ca_topic_score_gemma":0.002023283,"domain_scores_codex":[0.9998424,0.00003174195,0.000006825524,0.0000196375,0.00008281279,0.0000165816],"domain_scores_gemma":[0.9995553,0.0001554396,0.00004489384,0.00004985719,0.0001494403,0.00004508047],"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":[0.0002691865,0.0001729395,0.002178836,0.0002447778,0.0000572528,0.0004353298,0.0003479984,0.7338141,0.0768454,0.07353426,0.001514436,0.1105856],"study_design_scores_gemma":[0.00002280585,0.00005218356,0.0001701342,0.000009419481,0.000003321254,0.00006582719,0.00001467364,0.993818,0.002099614,0.002593624,0.001135668,0.00001477336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05334017,0.00010844,0.9407961,0.0001637067,0.00008075514,0.00006445887,0.00004290387,0.0004034562,0.004999933],"genre_scores_gemma":[0.5921419,0.0001614448,0.3954714,0.0001302849,0.0000812404,0.0002929172,0.0001010481,0.0001641921,0.01145567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002543466,"threshold_uncertainty_score":0.006761491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992131987","doi":"10.1111/1467-9590.01425","title":"Subcritical Rossby Waves in Zonal Shear Flows with Nonlinear Critical Layers","year":2002,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Australian Research Council","keywords":"Rossby wave; Physics; Nonlinear system; Instability; Rossby number; Classical mechanics; Shear flow; Mechanics; Mathematical analysis; Wavenumber; Shear (geology); Dispersion (optics); Mathematics; Geology; Turbulence; Optics; Quantum mechanics","authors":[{"name":"S. A. Maslowe","is_ca":true},{"name":"S. R. Clarke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03772729092628815,"gpt":0.2687213006031544,"spread":0.2309940096768663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002314747,0.0003027167,0.0001838666,0.0006853885,0.0004507341,0.0006121953,0.0002152881,0.0002597279,0.0008442007],"category_scores_gemma":[0.001373765,0.0001652245,0.0001205659,0.0002384969,0.001148128,0.0005003035,0.000530851,0.0002511058,0.000120548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004475797,"about_ca_system_score_gemma":0.0002235137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002710607,"about_ca_topic_score_gemma":0.001665831,"domain_scores_codex":[0.9999301,0.00001924751,0.000003533944,0.000007095094,0.00002327425,0.00001669595],"domain_scores_gemma":[0.9996946,0.0001107667,0.00008010951,0.00001973662,0.00004503235,0.00004979429],"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":[0.0009278465,0.0001367861,0.04543025,0.0002100842,0.00006284117,0.002222087,0.002721877,0.4322938,0.1830084,0.2934389,0.002569329,0.03697776],"study_design_scores_gemma":[0.00006466413,0.00007726409,0.007391482,0.00002271159,0.00001337251,0.0002268887,0.0002285984,0.931798,0.009823869,0.0495261,0.0008005691,0.00002634698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813883,0.0002015614,0.01306723,0.0001089644,0.000007676686,0.00001666215,0.00002056915,0.00009897061,0.005089965],"genre_scores_gemma":[0.9986508,0.00005552029,0.0009493058,0.000006863648,0.000005929052,0.000005223964,0.000009318301,0.000007395457,0.0003097022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002710607,"threshold_uncertainty_score":0.005389631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391835454","doi":"10.1111/sapm.12695","title":"Extended symmetry analysis of (1+2)‐dimensional fine Kolmogorov backward equation","year":2024,"lang":"en","type":"preprint","venue":"Studies in Applied Mathematics","topic":"advanced mathematical theories","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Canada Excellence Research Chairs, Government of Canada; Natural Sciences and Engineering Research Council of Canada; Universität Wien; Canada Research Chairs; Government of Canada","keywords":"Mathematics; Homogeneous space; Lie algebra; Lie group; Invariant (physics); Quadratic equation; Symmetry group; Pure mathematics; Heat equation; Automorphism; Symmetry (geometry); Mathematical analysis; Mathematical physics","authors":[{"name":"Serhii D. Koval","is_ca":true},{"name":"Roman O. Popovych","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1289715571113673,"gpt":0.4113906791732181,"spread":0.2824191220618508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003064399,0.0003802431,0.0005976414,0.0008625396,0.0006224654,0.0006099613,0.0006983225,0.0006461032,0.003448299],"category_scores_gemma":[0.0007562533,0.000159303,0.0008292284,0.0003081188,0.001137098,0.001102282,0.001002138,0.0007399783,0.0002538428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005695486,"about_ca_system_score_gemma":0.0005946315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542702,"about_ca_topic_score_gemma":0.0009816595,"domain_scores_codex":[0.9997981,0.00004664219,0.000008855154,0.00002270271,0.00007405999,0.00004971133],"domain_scores_gemma":[0.9997781,0.00003472966,0.0000561981,0.00002633862,0.00004993322,0.00005462773],"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":[0.00005053861,0.00005234352,0.0009536628,0.00004856474,0.00001801465,0.000264439,0.0001573004,0.01991786,0.01048714,0.9631645,0.0006103017,0.00427536],"study_design_scores_gemma":[0.00006047109,0.0001009621,0.001882515,0.00001503547,0.00001091154,0.0003096467,0.0001373387,0.3087949,0.002513931,0.6843229,0.001814494,0.00003688368],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8950018,0.0002494858,0.07988331,0.0005812875,0.00009956671,0.00006401329,0.000125374,0.00009881685,0.02389623],"genre_scores_gemma":[0.9792386,0.000146549,0.01162639,0.0001247204,0.00009763495,0.00006074132,0.000135429,0.00003400358,0.008536033],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003448299,"threshold_uncertainty_score":0.01153576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2618620859","doi":"10.1111/sapm.12181","title":"Resonances in Bounded Media","year":2017,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Differential Equations and Numerical Methods","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dissipative system; Nonlinear system; Bounded function; Amplitude; Mathematics; Mathematical analysis; Spectrum (functional analysis); Physics; Forcing (mathematics); Truncation (statistics); Observable; Quantum mechanics","authors":[{"name":"David E. Amundsen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3341635072329222,"gpt":0.486226882709606,"spread":0.1520633754766839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002406493,0.0003329428,0.0003507971,0.0003221587,0.0003858597,0.0007044923,0.0003342445,0.0006034494,0.001231084],"category_scores_gemma":[0.001138747,0.0001806262,0.0002952016,0.000138196,0.001161243,0.0005618889,0.0009735479,0.0003905912,0.0002368653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003138079,"about_ca_system_score_gemma":0.0001601095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007191573,"about_ca_topic_score_gemma":0.0003712513,"domain_scores_codex":[0.9998181,0.0000667672,0.000005508983,0.00003963854,0.00004127948,0.00002873484],"domain_scores_gemma":[0.9995286,0.0002789018,0.00008616391,0.00004188491,0.0000320341,0.00003233425],"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":[0.0003695482,0.00006538248,0.001190202,0.0003097806,0.00005302308,0.001230128,0.001082641,0.3787619,0.3073158,0.2965699,0.0008625521,0.01218917],"study_design_scores_gemma":[0.00002506324,0.0001117395,0.0009231127,0.00003191325,0.00001525696,0.0001984324,0.0001718637,0.9321375,0.01426949,0.05047787,0.001603215,0.00003455035],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6999106,0.001059458,0.2698075,0.0003193372,0.00009967258,0.00004662666,0.00008636594,0.0002789633,0.02839157],"genre_scores_gemma":[0.9911027,0.0001960496,0.005751336,0.00002820733,0.00001178517,0.00002701468,0.00002178596,0.00001583079,0.002845211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001231084,"threshold_uncertainty_score":0.004118383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964308575","doi":"10.1111/sapm.12064","title":"On the Thomas–Fermi Approximation of the Ground State in a ‐Symmetric Confining Potential","year":2014,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Cold Atom Physics and Bose-Einstein Condensates","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"Agence Nationale de la Recherche","keywords":"Space (punctuation); Ground state; Fermi Gamma-ray Space Telescope; Mathematics; Manifold (fluid mechanics); Dimension (graph theory); Limit (mathematics); Harmonic; Mathematical analysis; Gross–Pitaevskii equation; Physics; Mathematical physics; Quantum mechanics; Nonlinear system; Pure mathematics","authors":[{"name":"Clément Gallo","is_ca":false},{"name":"Dmitry E. Pelinovsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0259901265909233,"gpt":0.2640393483449389,"spread":0.2380492217540156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007140553,0.0006224894,0.0006502068,0.001024474,0.001407775,0.001556914,0.001089194,0.001540695,0.002415361],"category_scores_gemma":[0.002177058,0.0003076252,0.0006997575,0.0004860701,0.003370309,0.002219308,0.001203075,0.001199142,0.0004412327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178479,"about_ca_system_score_gemma":0.0009568057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00344901,"about_ca_topic_score_gemma":0.001612363,"domain_scores_codex":[0.9997854,0.00008158203,0.000007933952,0.00002002711,0.0000542686,0.00005086097],"domain_scores_gemma":[0.9996299,0.0001525772,0.00006084132,0.00004689452,0.00005535409,0.00005439896],"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":[0.00003801126,0.00001821217,0.0002878407,0.00004845047,0.000007266653,0.0001417462,0.0001534897,0.04359715,0.002497327,0.9512588,0.0005639415,0.0013877],"study_design_scores_gemma":[0.00002307576,0.00003279702,0.0002819517,0.00002712525,0.000006450145,0.0001003297,0.00009337728,0.6500162,0.0006452988,0.3481809,0.0005745915,0.00001788916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6557163,0.001645648,0.2557455,0.003470748,0.0001807468,0.0001139335,0.0001694668,0.0003017389,0.08265593],"genre_scores_gemma":[0.974255,0.0005020552,0.01795747,0.0002089888,0.00009550083,0.00006823588,0.00009555968,0.00007528945,0.006741947],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00344901,"threshold_uncertainty_score":0.008550465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1602719259","doi":"10.1111/j.1467-9590.2011.00536.x","title":"Loops of Energy Bands for Bloch Waves in Optical Lattices","year":2011,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Bloch wave; Brillouin zone; Bifurcation; Context (archaeology); Pitchfork bifurcation; Physics; Classical mechanics; Bose–Einstein condensate; Mathematical analysis; Mathematics; Bifurcation theory; Quantum mechanics; Nonlinear system","authors":[{"name":"Matt Coles","is_ca":true},{"name":"Dmitry E. Pelinovsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06833255271798613,"gpt":0.314132247254878,"spread":0.2457996945368919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003554132,0.0003808329,0.0002362338,0.001251449,0.0007872537,0.001072031,0.000373861,0.00059458,0.00160106],"category_scores_gemma":[0.001635068,0.0002720934,0.000286196,0.0003006198,0.001386144,0.000967969,0.0006100659,0.0004481129,0.0001433013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008140012,"about_ca_system_score_gemma":0.000302289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075007,"about_ca_topic_score_gemma":0.0006753706,"domain_scores_codex":[0.9998938,0.00002867238,0.00000392826,0.00001213508,0.00002963956,0.00003175279],"domain_scores_gemma":[0.9994943,0.000250575,0.0001211673,0.0000280561,0.00004836488,0.00005754399],"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":[0.0004279066,0.0002811001,0.003815826,0.0001395132,0.00005291174,0.0005076125,0.001096765,0.2981943,0.07112136,0.6091174,0.001159395,0.01408586],"study_design_scores_gemma":[0.00006508886,0.00009347186,0.00137382,0.00001867001,0.00001050572,0.00007572708,0.00013502,0.8288616,0.006493655,0.1621726,0.0006753338,0.0000245364],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613117,0.0002569224,0.0320161,0.0002052332,0.00001773786,0.00002461879,0.00002760257,0.00009427584,0.006045825],"genre_scores_gemma":[0.9950458,0.0000865607,0.003518429,0.00001432023,0.00001199182,0.00003384472,0.00002629552,0.00001937103,0.001243528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00160106,"threshold_uncertainty_score":0.005906045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2563916687","doi":"10.1111/sapm.12225","title":"Durfee Rectangles and Pseudo‐Wronskian Equivalences for Hermite Polynomials","year":2018,"lang":"en","type":"preprint","venue":"Studies in Applied Mathematics","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Secretaría de Estado de Investigación, Desarrollo e Innovación; Natural Sciences and Engineering Research Council of Canada; Ministerio de Economía y Competitividad","keywords":"Mathematics; Hermite polynomials; Iterated function; Interpretation (philosophy); Pure mathematics; Class (philosophy); Algebra over a field; Equivalence (formal languages); Mathematical analysis; Computer science","authors":[{"name":"David Gómez‐Ullate","is_ca":false},{"name":"Yves Grandati","is_ca":false},{"name":"Robert Milson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07695587939774551,"gpt":0.3742950040871597,"spread":0.2973391246894141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008342667,0.000411851,0.000456753,0.001602582,0.0008855078,0.002020546,0.0005735696,0.0006768903,0.007395918],"category_scores_gemma":[0.002450706,0.0002570344,0.0005838717,0.0006993662,0.001957975,0.002282097,0.001059514,0.00133229,0.001137311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000716713,"about_ca_system_score_gemma":0.0004600057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007565878,"about_ca_topic_score_gemma":0.0006616142,"domain_scores_codex":[0.9992747,0.0001540513,0.00002939389,0.0001221184,0.0002328305,0.0001868283],"domain_scores_gemma":[0.999318,0.0002438097,0.0001238276,0.00008813164,0.0001166306,0.0001096542],"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":[0.000009406665,0.0000120769,0.00007736653,0.000006715054,0.000001249532,0.00004482801,0.00008335763,0.0006424192,0.0008226209,0.9950331,0.0002133428,0.003053545],"study_design_scores_gemma":[0.00001490886,0.0000180946,0.0002565888,0.00001003917,0.000003245276,0.0001427501,0.0001167426,0.01447155,0.001690716,0.9793379,0.003921452,0.00001597448],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.603639,0.0004343078,0.2828412,0.0006095548,0.0002548268,0.00008042943,0.0001490585,0.000237258,0.1117543],"genre_scores_gemma":[0.9638855,0.0002021476,0.02258468,0.000122183,0.0001357962,0.00005497398,0.0000744272,0.00009742629,0.01284283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007395918,"threshold_uncertainty_score":0.02474183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087351179","doi":"10.1111/1467-9590.00224","title":"Barotropic Instability of the Bickley Jet at High Reynolds Numbers","year":2002,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Fluid Dynamics and Turbulent Flows","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":"McGill University","funders":"","keywords":"Inviscid flow; Mathematics; Instability; Jet (fluid); Barotropic fluid; Reynolds number; Eigenfunction; Singularity; Mathematical analysis; Wavenumber; Viscosity; Physics; Classical mechanics; Eigenvalues and eigenvectors; Mechanics; Turbulence","authors":[{"name":"A. G. Burns","is_ca":true},{"name":"S. A. Maslowe","is_ca":true},{"name":"S. N. Brown","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02283100115119247,"gpt":0.2236965115461979,"spread":0.2008655103950054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001914123,0.0005804265,0.0003892785,0.0006212128,0.0006190992,0.0009667468,0.0004811161,0.0004390767,0.0006499274],"category_scores_gemma":[0.001430612,0.0001958866,0.0001458463,0.0002830542,0.001081452,0.0007317209,0.001123864,0.0005929439,0.0001738227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002984455,"about_ca_system_score_gemma":0.0002437998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002824619,"about_ca_topic_score_gemma":0.0008061657,"domain_scores_codex":[0.9998934,0.00002048233,0.000003561476,0.00001591646,0.00003214196,0.000034454],"domain_scores_gemma":[0.9995629,0.00008386521,0.0001891064,0.00001780054,0.00006867169,0.00007768324],"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":[0.001771234,0.0004334016,0.06605071,0.0005306942,0.0001619815,0.005179217,0.003718069,0.4526215,0.2709436,0.1470578,0.004296205,0.04723558],"study_design_scores_gemma":[0.0001106739,0.0003509462,0.02219424,0.0000316823,0.00002268161,0.0004495529,0.0002976471,0.9514809,0.008318324,0.01602045,0.0006505683,0.00007222376],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859297,0.0005827487,0.007177976,0.000203177,0.0000284639,0.00001567387,0.00001983632,0.00008108921,0.005961505],"genre_scores_gemma":[0.9985579,0.0001045633,0.0007799852,0.00001585281,0.00002260832,0.000008193464,0.00001051559,0.00000708587,0.0004933344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002824619,"threshold_uncertainty_score":0.005616307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391957026","doi":"10.1111/sapm.12676","title":"Asymptotic profiles of a spatial vector‐borne disease model with Fokker–Planck‐type diffusion","year":2024,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","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 Alberta","funders":"China Postdoctoral Science Foundation; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Fokker–Planck equation; Diffusion; Type (biology); Statistical physics; Eigenvalues and eigenvectors; Biological dispersal; Disease; Mathematics; Applied mathematics; Physics; Mathematical analysis; Biology; Medicine; Ecology; Quantum mechanics; Partial differential equation; Population","authors":[{"name":"Kai Wang","is_ca":false},{"name":"Hongyong Zhao","is_ca":false},{"name":"Hao Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04487228612259685,"gpt":0.3270415481741742,"spread":0.2821692620515774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001345055,0.0006574688,0.0008453554,0.001091718,0.0006130143,0.001283987,0.001354423,0.001711347,0.002199195],"category_scores_gemma":[0.008093344,0.0003971269,0.001009654,0.0004967237,0.001657714,0.002234722,0.001467974,0.001180885,0.0002806152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443871,"about_ca_system_score_gemma":0.0009432548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00888165,"about_ca_topic_score_gemma":0.0020197,"domain_scores_codex":[0.9996337,0.0001498715,0.00001745207,0.00006634084,0.00006614948,0.00006654448],"domain_scores_gemma":[0.9971821,0.001471318,0.0004773254,0.0001032469,0.0004754942,0.0002905275],"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":[0.0001319319,0.0001371867,0.007431202,0.0001751413,0.0001187834,0.0009346932,0.0005386111,0.6799297,0.01188259,0.288976,0.002498105,0.007246031],"study_design_scores_gemma":[0.00001414208,0.0000424724,0.001099645,0.00001343673,0.00001896864,0.0001298297,0.00007388001,0.9691399,0.0002958703,0.02878224,0.0003643868,0.00002510507],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6010668,0.001681007,0.3731057,0.00355002,0.0001044763,0.0001170237,0.0003081235,0.0002751392,0.01979167],"genre_scores_gemma":[0.9890069,0.0003844462,0.005583544,0.0001180795,0.00004246733,0.00005468229,0.00009255607,0.00002444711,0.004692896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00888165,"threshold_uncertainty_score":0.0176599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010341368","doi":"10.1111/j.1467-9590.2006.00358.x","title":"Surfaces Associated with Sigma Models","year":2006,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sigma; Mathematics; Projector; Constant (computer programming); Gaussian curvature; Grassmannian; Sigma model; Constant curvature; Curvature; Mathematical physics; Pure mathematics; Surface (topology); Mathematical analysis; Gaussian; Sine; Geometry; Physics; Quantum mechanics; Computer science; Nonlinear system; Optics","authors":[{"name":"A. M. Grundland","is_ca":true},{"name":"Libor Šnobl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03472824632335912,"gpt":0.2834004186274411,"spread":0.248672172304082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003884262,0.0005411294,0.0004702736,0.001598354,0.0011309,0.002453524,0.0006983621,0.001057472,0.003145315],"category_scores_gemma":[0.001057056,0.0002901014,0.000933613,0.0005819277,0.001687795,0.002019497,0.002159348,0.001531409,0.0006248304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007872593,"about_ca_system_score_gemma":0.0005492289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008711527,"about_ca_topic_score_gemma":0.0004204347,"domain_scores_codex":[0.9995834,0.00008648857,0.00002252979,0.00005487156,0.0001779447,0.00007480038],"domain_scores_gemma":[0.9996785,0.00005035171,0.00004714838,0.00007556741,0.00009251043,0.00005595966],"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":[0.000006572986,0.000007630433,0.0001662339,0.00001598753,0.000004050638,0.00008957637,0.0001650869,0.001872658,0.002626763,0.9908217,0.0003862847,0.003837489],"study_design_scores_gemma":[0.00001107702,0.00002576981,0.0002775053,0.00001780071,0.000007187651,0.0002496256,0.0001446257,0.03958454,0.002408938,0.949406,0.007849637,0.00001717553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3444588,0.0008852216,0.5643141,0.001124485,0.0004288277,0.0001466376,0.000169769,0.00071429,0.08775792],"genre_scores_gemma":[0.9058768,0.0005341806,0.07698754,0.00017881,0.0001898275,0.0001268903,0.0002691552,0.0002531094,0.01558377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003145315,"threshold_uncertainty_score":0.01052213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207514017","doi":"10.1111/sapm.12510","title":"Exceptional Gegenbauer polynomials via isospectral deformation","year":2022,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Quantum Mechanics and Non-Hermitian Physics","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Agencia Estatal de Investigación; Eusko Jaurlaritza; European Regional Development Fund; Ministerio de Ciencia e Innovación; Basque Center for Applied Mathematics; European Commission","keywords":"Isospectral; Eigenfunction; Orthogonal polynomials; Mathematics; Gegenbauer polynomials; Eigenvalues and eigenvectors; Classical orthogonal polynomials; Pure mathematics; Discrete orthogonal polynomials; Jacobi polynomials; Polynomial; Wilson polynomials; Class (philosophy); Deformation (meteorology); Algebra over a field; Mathematical analysis; Physics; Computer science; Quantum mechanics","authors":[{"name":"María Ángeles García‐Ferrero","is_ca":false},{"name":"David Gómez‐Ullate","is_ca":false},{"name":"Robert Milson","is_ca":true},{"name":"James D Munday","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02729744831689077,"gpt":0.2856706921136728,"spread":0.258373243796782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006792856,0.0003542735,0.0003195419,0.0009449868,0.0007358305,0.0008622232,0.0004262688,0.0003954221,0.002194914],"category_scores_gemma":[0.001403671,0.0001998408,0.0005007813,0.0003939098,0.001851356,0.001591906,0.00139945,0.001042756,0.0003352561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005305012,"about_ca_system_score_gemma":0.0004109747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003121691,"about_ca_topic_score_gemma":0.0002841988,"domain_scores_codex":[0.9995244,0.0001170511,0.0000173526,0.00006072489,0.0001755439,0.0001049995],"domain_scores_gemma":[0.9995804,0.00007205531,0.00006471365,0.00009999474,0.00008291784,0.00009984988],"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":[0.00004274819,0.00002854588,0.0004132483,0.00002008503,0.000005625672,0.0002245637,0.0001576926,0.006493411,0.009919993,0.9739022,0.0004318232,0.008360122],"study_design_scores_gemma":[0.00002570466,0.00009160914,0.0007205796,0.00001624311,0.000007875619,0.0006158414,0.0002047937,0.08573891,0.01310383,0.8939168,0.005522974,0.00003484646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6987396,0.000161879,0.2655474,0.0004038109,0.0001785829,0.00004906092,0.00004563457,0.0002324656,0.03464158],"genre_scores_gemma":[0.9813308,0.00008278998,0.01454816,0.00005626388,0.00005738496,0.00002268988,0.00002974604,0.00004096846,0.003831149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002194914,"threshold_uncertainty_score":0.007342696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380268149","doi":"10.1111/sapm.12606","title":"Epidemic dynamics and spatial segregation driven by cognitive diffusion and nonlinear incidence","year":2023,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Shandong Province; China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Diffusion; Statistical physics; Biological dispersal; Population; Nonlinear system; Dynamics (music); Homogeneous; Incidence (geometry); Fraction (chemistry); Spatial heterogeneity; Epidemic model; Random walk; Mathematics; Physics; Statistics; Geometry; Chemistry; Demography; Biology; Quantum mechanics; Ecology","authors":[{"name":"Guodong Liu","is_ca":true},{"name":"Hao Wang","is_ca":true},{"name":"Xiaoyan Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03603919584390793,"gpt":0.3405825950351235,"spread":0.3045433991912156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007968507,0.0004737109,0.0005113761,0.0006755634,0.0004310084,0.001155604,0.001018608,0.0009140291,0.001753705],"category_scores_gemma":[0.003455313,0.0002289275,0.0008961282,0.0003277924,0.001277214,0.001429115,0.001067349,0.0006805106,0.0002352641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115808,"about_ca_system_score_gemma":0.0006121116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008024704,"about_ca_topic_score_gemma":0.003204485,"domain_scores_codex":[0.9996305,0.0001550332,0.0000118639,0.00005113925,0.00006923496,0.00008225432],"domain_scores_gemma":[0.9991185,0.0003075761,0.0002905725,0.00005505209,0.0001420896,0.0000861274],"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":[0.0001047162,0.0001101199,0.004979728,0.0000654871,0.00007052041,0.0005641436,0.00033545,0.6698871,0.007287407,0.3105583,0.0009277096,0.005109417],"study_design_scores_gemma":[0.00003703409,0.00002372289,0.0009766917,0.000008135557,0.00001983379,0.00009248608,0.00007596032,0.9668687,0.0003926891,0.03111931,0.0003652977,0.00002004659],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7444921,0.0004804031,0.2349913,0.002165895,0.00007953635,0.0000658783,0.00009429624,0.0001121792,0.01751846],"genre_scores_gemma":[0.9942452,0.0001176826,0.003321074,0.00005567283,0.00001696727,0.00001997354,0.00001439464,0.00000529534,0.002203746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008024704,"threshold_uncertainty_score":0.01595598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3154263310","doi":"10.1111/sapm.12384","title":"Green's functions, linear second‐order differential equations, and one‐dimensional diffusion advection models","year":2021,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Advection; Mathematics; Diffusion; Ordinary differential equation; Mathematical analysis; Boundary value problem; Order (exchange); Differential equation; Partial differential equation; Physics; Thermodynamics","authors":[{"name":"Xiao Yu","is_ca":true},{"name":"Kunquan Lan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06756337414251289,"gpt":0.3174990502492944,"spread":0.2499356761067815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009393096,0.0008420327,0.0006708711,0.0009873487,0.0005139871,0.001367507,0.001085601,0.001629069,0.001208344],"category_scores_gemma":[0.00298112,0.0003383571,0.0007878281,0.0007927049,0.002416198,0.002101536,0.00125444,0.001390949,0.0002477929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588305,"about_ca_system_score_gemma":0.001032082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00414959,"about_ca_topic_score_gemma":0.001867831,"domain_scores_codex":[0.9996954,0.0001375016,0.000009477926,0.00002946539,0.00007507012,0.00005306324],"domain_scores_gemma":[0.9988714,0.0006023648,0.0001914009,0.00006639597,0.0001781557,0.00009031006],"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":[0.00001187969,0.00002764796,0.0003091505,0.00004545052,0.00001639355,0.0001056704,0.0001577661,0.0817942,0.001163462,0.9125705,0.001106586,0.002691325],"study_design_scores_gemma":[0.00001071868,0.00001153114,0.0002225874,0.00001503563,0.000006284691,0.00006145512,0.00005015859,0.3753049,0.0002820914,0.6227854,0.001233782,0.00001599204],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2700857,0.005206451,0.6842276,0.005005858,0.0003545346,0.00004334875,0.0001609829,0.0002424594,0.03467286],"genre_scores_gemma":[0.9508616,0.002022069,0.02759724,0.0004839199,0.0002008828,0.00007884256,0.0001357568,0.0000785274,0.01854114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00414959,"threshold_uncertainty_score":0.01152396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2294216083","doi":"10.1111/sapm.12121","title":"Reductions of Gauss–Codazzi Equations","year":2016,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Algebraic and Geometric Analysis","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":"Université de Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Parameterized complexity; Euclidean space; Curvature; Symmetry (geometry); Reduction (mathematics); Type (biology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1529438704571537,"gpt":0.3874195825235925,"spread":0.2344757120664388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004495001,0.0005345204,0.0005531869,0.0007971821,0.0008611517,0.001134313,0.000804798,0.000681931,0.003957989],"category_scores_gemma":[0.001297162,0.0002400029,0.001318117,0.0002469391,0.001641974,0.001319011,0.001483114,0.001636733,0.0007922099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008918908,"about_ca_system_score_gemma":0.0006614232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348201,"about_ca_topic_score_gemma":0.0007843315,"domain_scores_codex":[0.9995927,0.00007699731,0.00002152985,0.00006640698,0.0001607996,0.00008151569],"domain_scores_gemma":[0.9997335,0.00004038768,0.00005484077,0.00005514895,0.00006080158,0.00005537747],"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":[0.000009166198,0.00001172851,0.0001669884,0.00001206511,0.000004675318,0.0000842629,0.0001324062,0.001159745,0.001942132,0.9934536,0.0007298535,0.002293271],"study_design_scores_gemma":[0.0000388847,0.00003664597,0.0006226618,0.000009956472,0.000007735872,0.0003983381,0.0001306316,0.02771188,0.002268252,0.9628878,0.005864898,0.00002247572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5928189,0.0005807202,0.2248824,0.002022325,0.000592143,0.0002166263,0.0003444079,0.0004148406,0.1781276],"genre_scores_gemma":[0.9274472,0.0004585169,0.03901542,0.0003803628,0.0003459143,0.000139748,0.0003209914,0.0002202536,0.03167153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003957989,"threshold_uncertainty_score":0.01324081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}