{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":67,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":67,"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":"e65f3dfa19be","filters":{"venue":"Fields Institute communications"}},"results":[{"id":"W2311540251","doi":"10.1007/978-1-4939-2950-4","title":"Hamiltonian Partial Differential Equations and Applications","year":2015,"lang":"en","type":"book","venue":"Fields Institute communications","topic":"Numerical methods for differential equations","field":"Mathematics","cited_by":45,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Partial differential equation; Mathematics; Hamiltonian (control theory); First-order partial differential equation; Applied mathematics; Mathematical physics; Mathematical analysis; Mathematical optimization","authors":[{"name":"Philippe Guyenne","is_ca":false},{"name":"David P. Nicholls","is_ca":false},{"name":"Catherine Sulem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.198010883304007,"gpt":0.3973696271506716,"spread":0.1993587438466646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003080108,0.0009688219,0.000815809,0.001375882,0.0006589112,0.001511401,0.0005820686,0.0006213839,0.04431446],"category_scores_gemma":[0.0007479371,0.0003412607,0.000366201,0.0017023,0.0009156351,0.001914565,0.001077019,0.002024263,0.01546042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000237,"about_ca_system_score_gemma":0.00104358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001396156,"about_ca_topic_score_gemma":0.003204646,"domain_scores_codex":[0.9998158,0.00002644416,0.000006039857,0.00001932277,0.0001215445,0.00001079374],"domain_scores_gemma":[0.9998379,0.00005443047,0.0000069475,0.00002374381,0.00005285654,0.00002415112],"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":[0.000009057014,0.00003779847,0.00007147739,0.0002348184,0.00001039694,0.00003694773,0.0001213309,0.002165529,0.0007514266,0.4743456,0.3358018,0.1864139],"study_design_scores_gemma":[0.000005414392,0.000009699526,0.0001784015,0.0001216778,0.000004672931,0.00007105003,0.0000360662,0.00307908,0.0002849321,0.3027281,0.6934714,0.00000946372],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001547647,0.03649409,0.07025382,0.003676411,0.00888055,0.0000582301,0.0005541916,0.0006406757,0.8778945],"genre_scores_gemma":[0.01207951,0.02599613,0.0234319,0.001115688,0.003264723,0.0001052879,0.0007006783,0.0005095045,0.9327966],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04431446,"threshold_uncertainty_score":0.1482467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2751944620","doi":"10.1007/978-1-4939-6969-2","title":"Recent Progress and Modern Challenges in Applied Mathematics, Modeling and Computational Science","year":2017,"lang":"en","type":"book","venue":"Fields Institute communications","topic":"Advanced Research in Science and Engineering","field":"Mathematics","cited_by":44,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Wilfrid Laurier University","funders":"","keywords":"Computer science; Management science; Resource (disambiguation); Mathematics education; Mathematics; Engineering","authors":[{"name":"Roderick Melnik","is_ca":true},{"name":"Roman N. Makarov","is_ca":true},{"name":"Jacques Bélair","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3335986779738107,"gpt":0.4227493596632318,"spread":0.08915068168942114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002564856,0.0009941795,0.001021229,0.002787343,0.0008082873,0.005717793,0.0014337,0.001526429,0.02120971],"category_scores_gemma":[0.005553389,0.0004429346,0.0005096231,0.005145742,0.00384529,0.009483357,0.002412698,0.004841165,0.007290841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001986479,"about_ca_system_score_gemma":0.002419903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009341674,"about_ca_topic_score_gemma":0.001891449,"domain_scores_codex":[0.9990294,0.0002416981,0.00005230883,0.0001071595,0.0005104146,0.00005908415],"domain_scores_gemma":[0.995886,0.003044693,0.0001038538,0.0002538325,0.0005183098,0.0001932275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001856687,0.00003456315,0.0001405065,0.00121786,0.00001291448,0.00003740722,0.0002194193,0.0009200136,0.0003742447,0.6380064,0.1949138,0.1641042],"study_design_scores_gemma":[0.000003750785,0.00001051406,0.0001742925,0.0003014613,0.000004718431,0.0001089841,0.00009192422,0.001217227,0.0001019788,0.2796741,0.7183002,0.00001084545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001486578,0.726742,0.03155428,0.03682374,0.01348279,0.00003128057,0.0002127377,0.000331548,0.1893351],"genre_scores_gemma":[0.023585,0.7306466,0.03872227,0.009907147,0.04374493,0.000119606,0.0004592864,0.0004660857,0.1523491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02120971,"threshold_uncertainty_score":0.07095355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W567896251","doi":"10.1007/978-1-4614-5389-5","title":"Advances in Applied Mathematics, Modeling, and Computational Science","year":2012,"lang":"en","type":"book","venue":"Fields Institute communications","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Computer science; Mathematics education; Management science; Mathematics; Engineering","authors":[{"name":"Roderick Melnik","is_ca":true},{"name":"Ilias Kotsireas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04793091115651626,"gpt":0.3045710857629434,"spread":0.2566401746064271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006234192,0.001534102,0.001365872,0.001933089,0.0005882389,0.003128957,0.001024729,0.0007951645,0.03727794],"category_scores_gemma":[0.001887649,0.0005245541,0.0006760049,0.003211846,0.001005438,0.004386614,0.001205121,0.003365559,0.0209172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000920557,"about_ca_system_score_gemma":0.001507143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103201,"about_ca_topic_score_gemma":0.001984888,"domain_scores_codex":[0.9995505,0.0000473311,0.00002170719,0.00006598703,0.0002914176,0.00002301607],"domain_scores_gemma":[0.9990321,0.0005528718,0.00003935121,0.0001117496,0.0001978783,0.00006600176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001903514,0.00004539018,0.0001352342,0.0005476201,0.00002042617,0.00005224448,0.0001454847,0.002029546,0.001043589,0.3006288,0.3781174,0.3172152],"study_design_scores_gemma":[0.000003961628,0.00001195947,0.0001958182,0.000184141,0.00001037543,0.0001496416,0.00003666076,0.003482943,0.0002988639,0.1292944,0.8663204,0.00001090739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001764038,0.2086017,0.130293,0.007599308,0.009972435,0.00007831692,0.0006817727,0.001479675,0.6395298],"genre_scores_gemma":[0.01506631,0.1510614,0.06925216,0.001984606,0.006038586,0.0001495426,0.0008284997,0.0007886853,0.7548302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03727794,"threshold_uncertainty_score":0.1247071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237169061","doi":"10.1007/978-1-4939-7486-3","title":"Combinatorial Algebraic Geometry","year":2017,"lang":"en","type":"book","venue":"Fields Institute communications","topic":"Mathematics and Applications","field":"Mathematics","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Mathematics; Algebraic geometry; Algebra over a field; Algebraic number; Geometry; Computer science; Pure mathematics; Mathematical analysis","authors":[{"name":"Gregory G. Smith","is_ca":true},{"name":"Bernd Sturmfels","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1466206566579839,"gpt":0.3779546066559218,"spread":0.2313339499979379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001835977,0.001094485,0.0007126555,0.002034317,0.00150484,0.004634419,0.0007876679,0.0005459415,0.07743934],"category_scores_gemma":[0.0006549612,0.0003914987,0.0003630167,0.002730888,0.001621846,0.003327929,0.001631456,0.002701463,0.03785781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002680629,"about_ca_system_score_gemma":0.001842301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640777,"about_ca_topic_score_gemma":0.003801739,"domain_scores_codex":[0.9996396,0.00005128292,0.00000865987,0.00005207312,0.0002147116,0.00003358258],"domain_scores_gemma":[0.9997992,0.00003719396,0.00001289028,0.00003593555,0.00007075755,0.00004398639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000974988,0.00001746485,0.0000671052,0.0001033822,0.000005472521,0.00002778842,0.0001026978,0.0005094679,0.00031262,0.6720474,0.2494683,0.07732855],"study_design_scores_gemma":[0.000003408365,0.000004909346,0.0001334541,0.00006488751,0.000004512943,0.00008927396,0.0000685794,0.0004103359,0.0001340192,0.2554826,0.743598,0.000005874827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001265356,0.00629958,0.00560556,0.001586351,0.001509203,0.00001843236,0.000295139,0.0001821591,0.9832382],"genre_scores_gemma":[0.0276114,0.01119651,0.004559096,0.0006092233,0.002360725,0.00005902275,0.0008225652,0.0003553792,0.9524261],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07743934,"threshold_uncertainty_score":0.2590604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151330371","doi":"10.1007/978-1-4939-0781-6_15","title":"One Brick at a Time: A Survey of Inductive Constructions in Rigidity Theory","year":2014,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Rigidity (electromagnetism); Inductive method; Mathematics; Structural rigidity; Computer science; Theoretical computer science; Algebra over a field; Pure mathematics; Engineering; Geometry; Structural engineering; Mathematics education","authors":[{"name":"Anthony Nixon","is_ca":false},{"name":"Elissa Ross","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05045162519051561,"gpt":0.2425303294998248,"spread":0.1920787043093092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002218544,0.001060756,0.001230525,0.003128769,0.001971201,0.003822012,0.002382551,0.001537769,0.01090837],"category_scores_gemma":[0.003967066,0.001311464,0.001041427,0.007327778,0.007738617,0.01129527,0.002999514,0.004746684,0.004184598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002728257,"about_ca_system_score_gemma":0.00152118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111019,"about_ca_topic_score_gemma":0.001684336,"domain_scores_codex":[0.9982327,0.0007246471,0.00008589396,0.0002531621,0.0005634619,0.0001400141],"domain_scores_gemma":[0.9975151,0.001918479,0.00008009633,0.0002582315,0.0001691092,0.00005894039],"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":[0.000006373462,0.00001532857,0.00006966085,0.000234603,0.000003927789,0.00001304722,0.0002097322,0.0007506788,0.000167201,0.9512281,0.00642417,0.04087723],"study_design_scores_gemma":[0.000004389002,0.00001515226,0.0001372046,0.0002789726,0.000006871833,0.000124359,0.0001018196,0.002442166,0.0003991007,0.8908616,0.1056097,0.00001865136],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007788276,0.1694964,0.5426477,0.007887514,0.001048491,0.00007203461,0.0003080818,0.0006127335,0.2701386],"genre_scores_gemma":[0.2876422,0.2477563,0.3583218,0.004123963,0.005297956,0.0005602525,0.001244011,0.001441533,0.09361201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01090837,"threshold_uncertainty_score":0.03649211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2782262549","doi":"10.1007/978-1-4939-9806-7_11","title":"Inverse Scattering for the Massive Thirring Model","year":2019,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Thirring model; Inverse; Inverse scattering transform; Inverse scattering problem; Infinity; Physics; Scattering; Mathematical analysis; Inverse problem; Mathematics; Applied mathematics; Quantum mechanics; Geometry; Fermion","authors":[{"name":"Dmitry E. Pelinovsky","is_ca":true},{"name":"Aaron Saalmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05561783625381551,"gpt":0.2819473559917835,"spread":0.226329519737968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005171529,0.001023945,0.0009268492,0.0008045822,0.001019905,0.001964212,0.0009497459,0.001387313,0.008488686],"category_scores_gemma":[0.0008291285,0.0003770575,0.001052818,0.0006535648,0.00227921,0.002771206,0.001353195,0.002364406,0.001275886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003937,"about_ca_system_score_gemma":0.0006420678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001197853,"about_ca_topic_score_gemma":0.0006485636,"domain_scores_codex":[0.999772,0.00006632003,0.00000808826,0.00002935718,0.00008487689,0.00003933347],"domain_scores_gemma":[0.9997411,0.00009700917,0.00002769641,0.00005501563,0.00003388703,0.00004533686],"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":[0.000006948451,0.000008648345,0.00001561223,0.00001738506,0.000003013269,0.00004101591,0.00004654604,0.0008507995,0.0003682018,0.9961371,0.0009864394,0.001518318],"study_design_scores_gemma":[0.000006531071,0.00000852403,0.0000421251,0.000008688695,0.000002382524,0.00007655504,0.00002173978,0.007360472,0.00009678387,0.9900019,0.002366369,0.000007897917],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1256032,0.007689558,0.1283317,0.005044105,0.002283425,0.00005133148,0.0001652402,0.0004292115,0.7304022],"genre_scores_gemma":[0.7482047,0.004699538,0.0295163,0.001395556,0.001761409,0.00007750452,0.0002160963,0.0002616027,0.2138673],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008488686,"threshold_uncertainty_score":0.0283975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1893148898","doi":"10.1007/978-3-319-00200-2_11","title":"A Further Generalization of the Colourful Carathéodory Theorem","year":2013,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Simplex; Combinatorics; Convex hull; Mathematics; Regular polygon; Generalization; Hull; Geometry; Mathematical analysis","authors":[{"name":"Frédéric Meunier","is_ca":false},{"name":"Antoine Deza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04171700416157036,"gpt":0.2593697935183981,"spread":0.2176527893568277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007389502,0.0007543844,0.0005783036,0.001239669,0.001086413,0.002197285,0.0009175613,0.001233947,0.01576917],"category_scores_gemma":[0.001707683,0.0003390531,0.001124398,0.001042123,0.003467849,0.003697226,0.001860703,0.003477018,0.003158627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092683,"about_ca_system_score_gemma":0.0006511457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124189,"about_ca_topic_score_gemma":0.0009468934,"domain_scores_codex":[0.9996799,0.00006357356,0.00001518314,0.00009885798,0.0001044757,0.00003805786],"domain_scores_gemma":[0.9994916,0.0001897818,0.00003460457,0.000141967,0.0001025092,0.00003964192],"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":[0.00000427634,0.000003809961,0.00001526083,0.00001624292,0.000002076927,0.0000198953,0.0000423312,0.0002170881,0.0003726416,0.9907545,0.002686796,0.005865163],"study_design_scores_gemma":[0.000004538956,0.000008692032,0.0000476471,0.00001194795,0.000003367903,0.00009673447,0.00001421812,0.001367689,0.0002783091,0.9684913,0.02966827,0.000007343126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01512212,0.002828208,0.5396698,0.004429644,0.002859658,0.00007819067,0.0004240296,0.0004879163,0.4341004],"genre_scores_gemma":[0.4607265,0.007225696,0.2039435,0.006374675,0.004234355,0.0002345045,0.0006255773,0.000814046,0.3158212],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01576917,"threshold_uncertainty_score":0.05275309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2278904503","doi":"10.1007/978-1-4939-2950-4_3","title":"Normal Form Transformations for Capillary-Gravity Water Waves","year":2015,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fields Institute for Research in Mathematical Sciences; University of Toronto; McMaster University","funders":"","keywords":"Hamiltonian (control theory); Capillary action; Hamiltonian system; Classical mechanics; Physics; Mathematical physics; Gravitational wave; Mathematical analysis; Mathematics; Quantum mechanics; Thermodynamics","authors":[{"name":"Walter Craig","is_ca":true},{"name":"Catherine Sulem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07047179655792243,"gpt":0.2615190821681566,"spread":0.1910472856102342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003207756,0.0007963004,0.0003393776,0.001166937,0.0006054456,0.001855279,0.0006491969,0.0005306769,0.0124301],"category_scores_gemma":[0.0007688158,0.0002424639,0.0004533877,0.001205736,0.001728387,0.002428494,0.0008382953,0.00211696,0.0047027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008607641,"about_ca_system_score_gemma":0.0004907865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001390383,"about_ca_topic_score_gemma":0.001357392,"domain_scores_codex":[0.999719,0.00004447256,0.00001636393,0.00004609461,0.0001509383,0.00002318477],"domain_scores_gemma":[0.9998566,0.00003115631,0.00001166737,0.00002888162,0.00005977434,0.00001196201],"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":[0.000004279219,0.000008856149,0.0000239562,0.00002030873,0.000001575031,0.00002420505,0.0001367366,0.0004930231,0.0007951846,0.9560804,0.009837563,0.03257395],"study_design_scores_gemma":[0.000004328886,0.00001003402,0.00008057297,0.00001374895,0.00000184077,0.00009499495,0.00005516099,0.002922925,0.000531218,0.9047072,0.09156867,0.00000937039],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02153826,0.007139315,0.3988329,0.001726471,0.003224277,0.00008271615,0.0006667192,0.0008006297,0.5659887],"genre_scores_gemma":[0.2745965,0.01222664,0.1651488,0.0006666834,0.002705842,0.0002140429,0.001823523,0.001365093,0.5412529],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0124301,"threshold_uncertainty_score":0.04158282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2488305685","doi":"10.1007/978-1-4939-3201-6","title":"Advances in the Theory of Numbers","year":2015,"lang":"en","type":"book","venue":"Fields Institute communications","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Computer science","authors":[{"name":"Ayşe Alaca","is_ca":true},{"name":"Şaban Alaca","is_ca":true},{"name":"Kenneth S. Williams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1335625520716113,"gpt":0.3606727028233057,"spread":0.2271101507516944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000515718,0.001046287,0.0006728108,0.002285131,0.001265241,0.00372591,0.0008104027,0.0008446613,0.03558753],"category_scores_gemma":[0.002038226,0.0003372676,0.0003614841,0.002621161,0.002316389,0.005842971,0.001405155,0.003512695,0.01428694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002985813,"about_ca_system_score_gemma":0.00215511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002126985,"about_ca_topic_score_gemma":0.004068286,"domain_scores_codex":[0.9994602,0.0001253111,0.00001606286,0.0000561663,0.0003037437,0.00003855106],"domain_scores_gemma":[0.9994017,0.000316488,0.00002988755,0.00006292863,0.0001272581,0.00006175847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007211666,0.000007449557,0.00003584808,0.00009298763,0.000002564424,0.00001585548,0.0001620172,0.0002259404,0.0001121911,0.8305191,0.1312629,0.03755596],"study_design_scores_gemma":[0.000002045705,0.000003821673,0.00006560772,0.0001004221,0.000001898572,0.00004106977,0.00004939143,0.0002697677,0.00004599118,0.2545766,0.7448395,0.000003832045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005452576,0.05279592,0.009669656,0.004622603,0.006403692,0.00001334187,0.000150009,0.0001613828,0.9256381],"genre_scores_gemma":[0.01989166,0.06019498,0.009383983,0.00184251,0.007550316,0.00005429551,0.0002676227,0.0002871121,0.9005275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03558753,"threshold_uncertainty_score":0.1190521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037946808","doi":"10.1007/978-1-4939-0781-6_14","title":"Hereditary Polytopes","year":2014,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Finite Group Theory Research","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Polytope; Property (philosophy); Class (philosophy); Combinatorics; Polytope model; Mathematics; Homogeneous space; Computer science; Geometry; Artificial intelligence; Philosophy","authors":[{"name":"Mark Mixer","is_ca":false},{"name":"Egon Schulte","is_ca":false},{"name":"Asia Ivić Weiss","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2079452988283931,"gpt":0.3749351397499107,"spread":0.1669898409215175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002391019,0.0005335273,0.0004323487,0.0009262467,0.001555453,0.002868794,0.000547598,0.0003878937,0.04280424],"category_scores_gemma":[0.0006100264,0.0003077551,0.0002746832,0.001209389,0.00208152,0.003500648,0.001264217,0.001946936,0.006489764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001743779,"about_ca_system_score_gemma":0.0007723075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276659,"about_ca_topic_score_gemma":0.0017839,"domain_scores_codex":[0.9996704,0.0000661215,0.00001150308,0.00007282729,0.0001204632,0.00005864777],"domain_scores_gemma":[0.9997908,0.00007040633,0.00001681948,0.00004446269,0.00004602593,0.00003154362],"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":[0.000003661969,0.000005389794,0.00001785802,0.000018134,0.000001450138,0.000008731071,0.00005648313,0.0002094376,0.00007400455,0.9810157,0.01109558,0.007493583],"study_design_scores_gemma":[0.000004728322,0.000005449567,0.0001240498,0.0000390442,0.000004192562,0.00006462859,0.000133447,0.0006933682,0.0002847478,0.7956197,0.2030206,0.000006156904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009265954,0.001824213,0.01921911,0.001358958,0.0004199301,0.00002514096,0.0004027579,0.0001288645,0.967355],"genre_scores_gemma":[0.2650461,0.006181691,0.01674837,0.0007559251,0.0008592067,0.000146111,0.001478047,0.0003538285,0.7084307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04280424,"threshold_uncertainty_score":0.1431944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1536167238","doi":"10.1007/978-1-4939-0938-4_2","title":"Algebraic Semigroups Are Strongly π-Regular","year":2014,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Rings, Modules, and Algebras","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Semigroup; Mathematics; Algebraic number; Integer (computer science); Field (mathematics); Discrete mathematics; Pure mathematics; Combinatorics; Algebraic properties; Computer science; Mathematical analysis","authors":[{"name":"Michel Brion","is_ca":false},{"name":"Lex E. Renner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0813362942657551,"gpt":0.2967599205800847,"spread":0.2154236263143296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008639054,0.0003798119,0.0003397846,0.0007445411,0.0008324962,0.002685233,0.0003285022,0.0004552688,0.005831847],"category_scores_gemma":[0.001591049,0.00034605,0.0003762862,0.0004300481,0.002859622,0.003766548,0.001196552,0.001463573,0.001283508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007557167,"about_ca_system_score_gemma":0.0004293938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002169878,"about_ca_topic_score_gemma":0.0002408189,"domain_scores_codex":[0.9995235,0.0001100581,0.00003316611,0.0001125394,0.0001590039,0.00006180058],"domain_scores_gemma":[0.9990581,0.0004396016,0.00008374264,0.0001203175,0.0001961053,0.0001021732],"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":[0.00001327908,0.000005288836,0.00005423894,0.00001782254,0.000001787332,0.00002061432,0.00018738,0.0001267853,0.0005894677,0.9940721,0.001237173,0.003673968],"study_design_scores_gemma":[0.00001211628,0.00001463148,0.0001903972,0.00001390014,0.00000417428,0.0001090222,0.0001145413,0.0006829032,0.0008665269,0.9763921,0.02159324,0.000006513119],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1655933,0.002953989,0.1026307,0.003727816,0.0008859475,0.00007815698,0.0004348347,0.0006771603,0.7230181],"genre_scores_gemma":[0.8859415,0.001833832,0.01435732,0.0003515386,0.0006617614,0.00007495574,0.0002688204,0.0001055786,0.09640461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005831847,"threshold_uncertainty_score":0.01950943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106220493","doi":"10.1007/978-3-319-00200-2_6","title":"Monotone Paths in Planar Convex Subdivisions and Polytopes","year":2013,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Combinatorics; Mathematics; Monotone polygon; Vertex (graph theory); Subdivision; Polytope; Regular polygon; Bounded function; Path (computing); Convex hull; Convex polytope; Discrete mathematics; Convex set; Graph; Geometry; Convex optimization; Computer science; Mathematical analysis","authors":[{"name":"Adrian Dumitrescu","is_ca":false},{"name":"Günter Rote","is_ca":false},{"name":"Csaba D. Tóth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04804253747431673,"gpt":0.2705647712283998,"spread":0.2225222337540831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003323786,0.00066939,0.0005148408,0.001003705,0.0006344601,0.001357366,0.0009733555,0.0007110236,0.007175027],"category_scores_gemma":[0.001998314,0.0005893464,0.0005091567,0.001596757,0.00170576,0.002022782,0.001352801,0.002214954,0.0009696018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009595504,"about_ca_system_score_gemma":0.0004426208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552621,"about_ca_topic_score_gemma":0.001695233,"domain_scores_codex":[0.9997166,0.00006613837,0.00001330161,0.00004569695,0.0001337431,0.00002452047],"domain_scores_gemma":[0.9995574,0.0002634045,0.00003226775,0.00004308071,0.00007090234,0.00003288353],"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":[0.00001810816,0.00001148765,0.00009633523,0.0001021249,0.000003896731,0.00003335326,0.0001086484,0.01513228,0.0007883307,0.9232092,0.005221472,0.05527471],"study_design_scores_gemma":[0.0000107033,0.00001933476,0.0001063576,0.00004928602,0.000005086063,0.0001053319,0.00005545721,0.05595083,0.0004685533,0.9137946,0.02942585,0.000008703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04239183,0.005152836,0.8380089,0.001046944,0.000441412,0.0001126775,0.0003521116,0.0003402676,0.112153],"genre_scores_gemma":[0.3499315,0.01312527,0.5288012,0.0003687339,0.0004828922,0.0003607154,0.001017769,0.000590332,0.1053217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007175027,"threshold_uncertainty_score":0.02400285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390440326","doi":"10.1007/978-3-031-40805-2_9","title":"Agent-Based Modeling and Its Trade-Offs: An Introduction and Examples","year":2023,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Scalability; Context (archaeology); Population; Agent-based model; Representation (politics); Distributed computing; Artificial intelligence","authors":[{"name":"G. Wade McDonald","is_ca":true},{"name":"Nathaniel Osgood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5533496391068369,"gpt":0.429926417958171,"spread":0.1234232211486659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001940554,0.001622026,0.001524779,0.0009755215,0.0007731877,0.004373506,0.002013662,0.003164443,0.006824381],"category_scores_gemma":[0.00447936,0.0009673919,0.00126277,0.002655967,0.001979676,0.004276584,0.002136177,0.003517664,0.00177258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001916913,"about_ca_system_score_gemma":0.0008569767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003752429,"about_ca_topic_score_gemma":0.003775524,"domain_scores_codex":[0.9991222,0.0003948011,0.0000583292,0.0001189175,0.0002617279,0.00004409785],"domain_scores_gemma":[0.997595,0.00196074,0.00008025568,0.0001514515,0.0001518812,0.00006060837],"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":[0.00001924022,0.0000693577,0.0002096134,0.0002214465,0.00003218851,0.0001246175,0.0001549753,0.04380844,0.0002831407,0.8920515,0.008683844,0.05434164],"study_design_scores_gemma":[0.0000073802,0.00002792551,0.0001306993,0.0001448202,0.00001720242,0.0001466671,0.00005591778,0.1111078,0.000169183,0.8458945,0.04227613,0.00002175806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003526198,0.08746964,0.7976942,0.006425363,0.0007025052,0.00009097336,0.0002172969,0.0003004242,0.1035735],"genre_scores_gemma":[0.2001769,0.1503565,0.5606244,0.001880541,0.002394856,0.0007046814,0.0004022898,0.0004576612,0.08300225],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006824381,"threshold_uncertainty_score":0.02282983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395099388","doi":"10.1007/978-3-031-48679-1_11","title":"A Survey of Cover-Free Families: Constructions, Applications, and Generalizations","year":2023,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Complexity and Algorithms in Graphs","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Cover (algebra); Geography; Computer science; Engineering; Mechanical engineering","authors":[{"name":"Thaís Bardini Idalino","is_ca":false},{"name":"Lucia Moura","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09135086160397184,"gpt":0.2893963264364802,"spread":0.1980454648325083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001630923,0.001003541,0.001329392,0.005673185,0.002027232,0.003607953,0.001674003,0.001348879,0.01009144],"category_scores_gemma":[0.004525492,0.001151468,0.001034698,0.0147469,0.002135538,0.01219669,0.00273338,0.002922706,0.002434564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002718346,"about_ca_system_score_gemma":0.001490274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348645,"about_ca_topic_score_gemma":0.001335738,"domain_scores_codex":[0.9989412,0.0001957735,0.00006409834,0.000254965,0.0004155092,0.0001285393],"domain_scores_gemma":[0.9969951,0.002091723,0.0001410151,0.0003373118,0.0002892159,0.0001457803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004299343,0.00008977269,0.000987665,0.001464624,0.0000216776,0.00009599678,0.0003292024,0.003254618,0.0008141242,0.6945425,0.03682788,0.261529],"study_design_scores_gemma":[0.00002155367,0.00009280638,0.001760253,0.00108503,0.00004369522,0.002196663,0.0003279799,0.01048169,0.001245663,0.5738056,0.4088776,0.00006138025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02974783,0.508194,0.2287256,0.008134627,0.001137882,0.0001982669,0.002051772,0.0006827558,0.2211273],"genre_scores_gemma":[0.1877733,0.6368238,0.1173527,0.002466867,0.004164492,0.00051744,0.003475656,0.0005069036,0.04691877],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01009144,"threshold_uncertainty_score":0.03375918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1531105624","doi":"10.1007/978-1-4939-0781-6_7","title":"Mobility in Symmetry-Regular Bar-and-Joint Frameworks","year":2014,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fields Institute for Research in Mathematical Sciences; University of Toronto","funders":"","keywords":"Infinitesimal; Symmetry (geometry); Irreducible representation; Rotational symmetry; Bar (unit); Joint (building); Symmetry operation; Mathematics; Point (geometry); Symmetry group; Representation (politics); Pure mathematics; Theoretical physics; Physics; Geometry; Mathematical analysis; Structural engineering; Engineering; Law","authors":[{"name":"Patrick W. Fowler","is_ca":false},{"name":"Simon D. Guest","is_ca":false},{"name":"Bernd Schulze","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02494714440127897,"gpt":0.2350119243787931,"spread":0.2100647799775141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009022128,0.00086551,0.001029098,0.0007533234,0.001928595,0.002516477,0.001851568,0.001833449,0.01050082],"category_scores_gemma":[0.002137485,0.000514476,0.001079937,0.001105315,0.00349147,0.003999201,0.002589249,0.002317401,0.001571602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495049,"about_ca_system_score_gemma":0.001232103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00266656,"about_ca_topic_score_gemma":0.002239547,"domain_scores_codex":[0.9993398,0.0001965653,0.00002624439,0.0001040944,0.0001752179,0.0001581014],"domain_scores_gemma":[0.9996051,0.0001366467,0.00004515686,0.00009357913,0.00004643149,0.00007300096],"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":[0.000004103731,0.000002854965,0.00000796168,0.000007408345,0.000001515699,0.000006939779,0.00002117931,0.002607235,0.00005891323,0.9949147,0.001004018,0.001363214],"study_design_scores_gemma":[0.000004609503,0.0000035714,0.00001457778,0.000007785784,0.000001441143,0.00001349398,0.00002105928,0.01095242,0.00004567183,0.9849446,0.003985449,0.000005381526],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08192351,0.005551365,0.55949,0.005746422,0.001368363,0.0001075407,0.0005595392,0.000490977,0.3447623],"genre_scores_gemma":[0.8023149,0.005335445,0.08416831,0.00076392,0.001040301,0.0002960413,0.0005382792,0.0004942934,0.1050485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01050082,"threshold_uncertainty_score":0.03512871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W126868352","doi":"10.1007/978-1-4614-4523-4_15","title":"Global Convergence in Monotone and Uniformly Stable Recurrent Skew-Product Semiflows","year":2012,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Nonlinear Differential Equations Analysis","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Monotone polygon; Mathematics; Skew; Ordinary differential equation; Convergence (economics); Limit (mathematics); Nonlinear system; Product (mathematics); Applied mathematics; Mathematical analysis; Pure mathematics; Differential equation; Computer science; Geometry; Physics","authors":[{"name":"Yejuan Wang","is_ca":false},{"name":"Xiaoqiang Zhao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1173177044979367,"gpt":0.3497537515539868,"spread":0.2324360470560501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001089984,0.0008319364,0.0006264852,0.001115013,0.0008152952,0.001676764,0.0006218819,0.0007764369,0.003073893],"category_scores_gemma":[0.002935672,0.0003201285,0.0007996552,0.0007404982,0.002036873,0.003074183,0.00129047,0.001442948,0.0003688028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009690259,"about_ca_system_score_gemma":0.000416759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000670934,"about_ca_topic_score_gemma":0.0005426715,"domain_scores_codex":[0.9996475,0.00009828061,0.00002501481,0.00006446518,0.0001216759,0.00004310012],"domain_scores_gemma":[0.9991571,0.0003910406,0.00007122751,0.00007218818,0.0002266768,0.00008182302],"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":[0.00002152923,0.00001025397,0.00008056262,0.00003818888,0.000008236373,0.00005532665,0.0001686263,0.004664624,0.001553861,0.9845479,0.001067374,0.007783688],"study_design_scores_gemma":[0.00001036691,0.00003207171,0.0001433936,0.00001542621,0.000006011006,0.0001000332,0.00005039778,0.03689477,0.0007927502,0.958516,0.003427977,0.00001081107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2851384,0.006629788,0.5333448,0.00175834,0.0007856541,0.00007801599,0.0002461637,0.0003537295,0.171665],"genre_scores_gemma":[0.8883622,0.00369709,0.04787733,0.0003174265,0.000628686,0.000121151,0.0002165986,0.000218404,0.05856105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003073893,"threshold_uncertainty_score":0.01028323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2753002193","doi":"10.1007/978-1-4939-6969-2_13","title":"Computing Elliptic Curves over $$\\mathbb{Q}$$ : Bad Reduction at One Prime","year":2017,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Cryptography and Residue Arithmetic","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Prime (order theory); Reduction (mathematics); Elliptic curve; Mathematics; Computer science; Arithmetic; Pure mathematics; Combinatorics; Geometry","authors":[{"name":"Michael A. Bennett","is_ca":true},{"name":"Andrew Rechnitzer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06468870381046503,"gpt":0.2950169151132916,"spread":0.2303282113028265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007369912,0.001324176,0.00109303,0.001290309,0.001406784,0.004555655,0.0009998484,0.0007559727,0.01217828],"category_scores_gemma":[0.00245887,0.000591615,0.0006069986,0.00169118,0.003036635,0.006560525,0.002430697,0.00332417,0.006262165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001640445,"about_ca_system_score_gemma":0.0008623699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006380706,"about_ca_topic_score_gemma":0.0006933365,"domain_scores_codex":[0.9993013,0.0001073344,0.00002666566,0.0001522497,0.0002910855,0.0001212609],"domain_scores_gemma":[0.9994054,0.0002478196,0.00003114925,0.0001451923,0.0001024946,0.00006808076],"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":[0.0001621499,0.00003702745,0.0003808996,0.0001558743,0.00001607017,0.00007380492,0.0003996787,0.003929993,0.00217698,0.9196111,0.01568844,0.05736793],"study_design_scores_gemma":[0.00001273553,0.00002119595,0.0001564664,0.00004193005,0.00001207511,0.0000898575,0.00009561551,0.005142897,0.00278107,0.9704515,0.02117881,0.00001583067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2252337,0.005228207,0.3319156,0.009628303,0.001912485,0.000113053,0.0009152511,0.003244531,0.4218089],"genre_scores_gemma":[0.7797315,0.002618954,0.07855956,0.0008224165,0.0008659589,0.00006650518,0.001116834,0.001323549,0.1348948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01217828,"threshold_uncertainty_score":0.04074037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2178346098","doi":"10.1007/978-1-4939-2441-7_17","title":"Normal Forms for Lie Symmetric Cotangent Bundle Systems with Free and Proper Actions","year":2015,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; Canada Research Chairs; University of Toronto; Fleming College; Baycrest Hospital","funders":"","keywords":"Cotangent bundle; Mathematics; Symplectic geometry; Homogeneous space; Phase space; Pure mathematics; Conserved quantity; Hamiltonian system; Hamiltonian (control theory); Symmetry (geometry); Trigonometric functions; Computation; Mathematical analysis; Mathematical physics; Geometry; Physics; Quantum mechanics","authors":[{"name":"Tanya Schmah","is_ca":true},{"name":"Cristina Stoica","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1056193162141527,"gpt":0.303523774292066,"spread":0.1979044580779133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004692701,0.001599429,0.0007002685,0.002220716,0.001567517,0.003100979,0.0008802187,0.0008886779,0.008438985],"category_scores_gemma":[0.0007429357,0.0005446105,0.0005784205,0.001502324,0.004039522,0.00419995,0.00164042,0.002275508,0.002029609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516828,"about_ca_system_score_gemma":0.0006160003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196284,"about_ca_topic_score_gemma":0.001083783,"domain_scores_codex":[0.9995753,0.00008793392,0.00002629558,0.00006120843,0.0001938642,0.00005537969],"domain_scores_gemma":[0.9997901,0.00004101694,0.00002349108,0.00003117813,0.00006593767,0.00004829935],"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":[0.000004343385,0.000007024922,0.00001530703,0.00001482319,0.00000188754,0.00002365651,0.0001594689,0.0001910983,0.0003157241,0.9937677,0.001832162,0.00366677],"study_design_scores_gemma":[0.000004596892,0.0000109251,0.00005660087,0.000009465272,0.000001554489,0.00007918292,0.00006145789,0.001059244,0.0001376099,0.9859571,0.01261461,0.000007571943],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1453468,0.007998619,0.1414151,0.002729607,0.003567487,0.0001848686,0.00065293,0.0005391563,0.6975656],"genre_scores_gemma":[0.5880925,0.006940126,0.03481844,0.0005139562,0.002554459,0.0001931135,0.0007234202,0.0005211365,0.3656429],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008438985,"threshold_uncertainty_score":0.0282312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W158607282","doi":"10.1007/978-1-4614-6403-7_2","title":"Transcendental Methods in the Study of Algebraic Cycles with a Special Emphasis on Calabi–Yau Varieties","year":2013,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Algebraic Geometry and Number Theory","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Calabi–Yau manifold; Transcendental number; Algebraic number; Mathematics; Pure mathematics; Algebra over a field; Algebraic cycle; Emphasis (telecommunications); Cohomology; Computer science; Mathematical analysis","authors":[{"name":"James D. Lewis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1210138161639188,"gpt":0.3771605904942847,"spread":0.2561467743303659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003964741,0.0009172956,0.0006586494,0.002182621,0.0008542759,0.001947133,0.0008641832,0.0006161113,0.009952253],"category_scores_gemma":[0.0007106633,0.0003003511,0.0004586835,0.002220073,0.002878867,0.002484819,0.00123536,0.002831622,0.002310565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463753,"about_ca_system_score_gemma":0.0007697102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008232179,"about_ca_topic_score_gemma":0.001542745,"domain_scores_codex":[0.9997727,0.00005219143,0.000008567878,0.0000306793,0.0001161707,0.00001967167],"domain_scores_gemma":[0.9997702,0.0001170325,0.00001032207,0.00003071687,0.0000443922,0.00002732059],"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":[0.000004218745,0.00001217658,0.00003217823,0.0001243714,0.00000422091,0.00002214718,0.0002264521,0.0004528008,0.0003495178,0.9471276,0.02120853,0.03043575],"study_design_scores_gemma":[0.000004550971,0.00001124179,0.0001538258,0.0001106845,0.000003693786,0.0001400725,0.00005892757,0.001056721,0.0002091097,0.7462925,0.2519497,0.000008980562],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008139322,0.154814,0.05479134,0.004985089,0.005336541,0.00004300695,0.0001412236,0.0002420527,0.7715075],"genre_scores_gemma":[0.1648706,0.1650949,0.04705805,0.002008487,0.01476926,0.0001605533,0.0004369988,0.0004279535,0.6051732],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009952253,"threshold_uncertainty_score":0.0332936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2463311027","doi":"10.1007/978-1-4939-3076-0_16","title":"Kernel Method for Stationary Tails: From Discrete to Continuous","year":2015,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Herzberg Institute of Astrophysics; Carleton University","funders":"","keywords":"Semimartingale; Mathematics; Random walk; Kernel (algebra); Boundary (topology); Poisson kernel; Measure (data warehouse); Heat kernel; Statistical physics; Brownian motion; Mathematical analysis; Discrete mathematics; Computer science; Statistics; Physics; Data mining","authors":[{"name":"Hongshuai Dai","is_ca":true},{"name":"Donald A. Dawson","is_ca":true},{"name":"Yiqiang Q. Zhao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2228748041979764,"gpt":0.4300270273703299,"spread":0.2071522231723535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009072035,0.0007662501,0.0007113256,0.0009685161,0.000296976,0.001698801,0.001385055,0.001220737,0.005524851],"category_scores_gemma":[0.004292396,0.0004554893,0.0006396144,0.00109857,0.001350287,0.003428159,0.001714192,0.003237069,0.002415183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006377948,"about_ca_system_score_gemma":0.0006276922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009482824,"about_ca_topic_score_gemma":0.0007429032,"domain_scores_codex":[0.9995233,0.0001521617,0.00003167552,0.0000862603,0.0001756533,0.00003098043],"domain_scores_gemma":[0.9986753,0.0006798419,0.00007260667,0.0002203167,0.0002815078,0.00007030217],"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":[0.00004150223,0.00005973016,0.000228942,0.000252097,0.00003064183,0.00008243556,0.0001429931,0.02330649,0.003174322,0.8277858,0.01318907,0.131706],"study_design_scores_gemma":[0.00001068585,0.00002847563,0.0002928218,0.00005532561,0.0000195604,0.0001933693,0.00003991462,0.4372266,0.001746395,0.5363832,0.02396555,0.00003817079],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002023981,0.002683326,0.9898387,0.000268544,0.0002623783,0.000007743335,0.00004022827,0.000252053,0.004622998],"genre_scores_gemma":[0.2414905,0.01622755,0.6671326,0.0007507299,0.002405895,0.0001253651,0.0005339083,0.001910294,0.06942316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005524851,"threshold_uncertainty_score":0.01848245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1538076438","doi":"10.1007/978-1-4939-0938-4_14","title":"Fomin-Greene Monoids and Pieri Operations","year":2014,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Advanced Combinatorial Mathematics","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Monoid; Mathematics; Algebraic number; Combinatorics; Algebraic structure; Extension (predicate logic); Commutative property; Structure constants; Algebra over a field; Pure mathematics; Computer science","authors":[{"name":"Carolina Benedetti","is_ca":false},{"name":"Nantel Bergeron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1141465294631422,"gpt":0.3430613887403881,"spread":0.2289148592772459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003662748,0.0007849692,0.0004753982,0.001992788,0.002216209,0.002883105,0.0006185678,0.000846152,0.01330314],"category_scores_gemma":[0.000856342,0.0003991832,0.0003542229,0.00250092,0.002802296,0.005049868,0.001382846,0.002788375,0.00402816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002215828,"about_ca_system_score_gemma":0.000885394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255048,"about_ca_topic_score_gemma":0.001492862,"domain_scores_codex":[0.9997647,0.00004859952,0.00001129401,0.00004259844,0.0000965974,0.00003612198],"domain_scores_gemma":[0.9998296,0.0000681632,0.0000134659,0.00002829739,0.00004363206,0.00001676098],"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":[0.000003408405,0.000002576541,0.00001010674,0.00001507674,7.465199e-7,0.000007982351,0.00009749557,0.00005078362,0.00008277648,0.9859489,0.005463766,0.008316349],"study_design_scores_gemma":[0.000002470652,0.000003725457,0.0000535757,0.00002391818,0.000002089089,0.00008018647,0.00007178258,0.0001632586,0.0001766128,0.8401444,0.1592726,0.000005404893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009089076,0.01467945,0.028979,0.003031085,0.001341386,0.00003118414,0.0002642148,0.0001189657,0.9424657],"genre_scores_gemma":[0.2356091,0.02213884,0.02186694,0.001913631,0.002544628,0.000197541,0.0005888593,0.0003552493,0.7147852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01330314,"threshold_uncertainty_score":0.04450339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3039208487","doi":"10.1007/978-3-030-85053-1_1","title":"Diverse Local Epidemics Reveal the Distinct Effects of Population Density, Demographics, Climate, Depletion of Susceptibles, and Intervention in the First Wave of COVID-19 in the United States","year":2021,"lang":"en","type":"preprint","venue":"Fields Institute communications","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"","keywords":"Population; Pandemic; Outbreak; Demography; Geography; Social distance; Psychological intervention; Herd immunity; Metropolitan area; Population density; Intervention (counseling); Coronavirus disease 2019 (COVID-19); Medicine; Disease; Virology; Sociology; Infectious disease (medical specialty)","authors":[{"name":"Niayesh Afshordi","is_ca":true},{"name":"Benjamin P. Holder","is_ca":true},{"name":"Mohammad Bahrami","is_ca":false},{"name":"Daniel Lichtblau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2328722733484097,"gpt":0.4171805602095008,"spread":0.1843082868610912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001976125,0.0002198016,0.0003587421,0.0007727782,0.0005432177,0.001024498,0.0004455691,0.0004950464,0.002984357],"category_scores_gemma":[0.006068743,0.0002093668,0.000523057,0.0009783533,0.0005649547,0.0007793193,0.001454262,0.00113047,0.0002124255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006555189,"about_ca_system_score_gemma":0.0008177735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03945484,"about_ca_topic_score_gemma":0.05275264,"domain_scores_codex":[0.9993494,0.000332652,0.00001677755,0.0000884743,0.0000541298,0.0001585439],"domain_scores_gemma":[0.9975095,0.001111086,0.0005567258,0.0002906598,0.0002156147,0.0003164741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001150986,0.0005372081,0.9405276,0.00008656995,0.0003124391,0.0002141401,0.001713538,0.006330882,0.002312234,0.007479868,0.00932333,0.0300113],"study_design_scores_gemma":[0.00003489575,0.00008108655,0.986187,0.00002134962,0.00007319798,0.0000604076,0.002423127,0.007387335,0.0002480013,0.002840738,0.0006280496,0.00001487151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996944,0.0001687809,0.000430674,0.0009126824,0.00000696729,0.000007284221,0.0005173124,0.00001699235,0.0009952562],"genre_scores_gemma":[0.9990544,0.00008919257,0.0001753144,0.00008419943,0.000006548387,0.000005782597,0.0003161473,0.000004217892,0.0002641054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03945484,"threshold_uncertainty_score":0.07845038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3032995466","doi":"10.1007/978-3-031-57204-3_7","title":"Dga Models for Moment-Angle Complexes","year":2024,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Moment (physics); Mathematics; Tensor product; Cohomology; Pure mathematics; Tensor (intrinsic definition); Ring (chemistry); Cohomology ring; Algebra over a field; Physics; Equivariant cohomology; Quantum mechanics; Chemistry","authors":[{"name":"Matthias Franz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1743887530067166,"gpt":0.3520241841863567,"spread":0.1776354311796401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003001928,0.0009494998,0.0006224224,0.001483043,0.001634162,0.004622409,0.001070871,0.001011633,0.01966024],"category_scores_gemma":[0.0008320458,0.00041023,0.0006440056,0.001475968,0.002122014,0.00454851,0.001333062,0.003034749,0.004743934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00228179,"about_ca_system_score_gemma":0.0004520866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328866,"about_ca_topic_score_gemma":0.001342096,"domain_scores_codex":[0.9997419,0.00006377292,0.000009221561,0.00004004113,0.0001018998,0.00004323462],"domain_scores_gemma":[0.9997367,0.00008512778,0.00002643466,0.0000434287,0.0000509025,0.0000573621],"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":[0.000001738713,0.000003188891,0.000007599935,0.000006396901,5.776267e-7,0.000007589621,0.00003491349,0.0001014857,0.00008958854,0.9962799,0.002204148,0.001262774],"study_design_scores_gemma":[0.0000018812,0.000002546706,0.0000285613,0.00001017724,0.000001135587,0.00004161366,0.00004110007,0.0006903625,0.0000801544,0.9744503,0.0246485,0.000003681055],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02032937,0.002415153,0.04477154,0.002147032,0.0009018111,0.00004597344,0.0004258507,0.0002377074,0.9287255],"genre_scores_gemma":[0.4726124,0.004907172,0.0221703,0.001323862,0.001680216,0.0002062315,0.001108808,0.0005569272,0.4954342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01966024,"threshold_uncertainty_score":0.06577003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389559551","doi":"10.1007/978-3-031-39270-2_12","title":"Sub-Hardy-Hilbert Spaces in the Non-commutative Unit Row Ball","year":2012,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Holomorphic and Operator Theory","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Mathematics; Hardy space; Unit sphere; Power series; Pure mathematics; Hilbert space; Fock space; Unit disk; Bounded function; Commutative property; Toeplitz matrix; Mathematical analysis","authors":[{"name":"Michael T. Jury","is_ca":false},{"name":"Robert T. W. Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1372501769523615,"gpt":0.3422513369800638,"spread":0.2050011600277022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003358401,0.0004199379,0.0003304415,0.0005183361,0.0005600097,0.001427159,0.0004214463,0.0002935483,0.006459923],"category_scores_gemma":[0.0005144591,0.0001852409,0.0002163451,0.000565322,0.001416645,0.00191835,0.0007514094,0.001163605,0.001105494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006661809,"about_ca_system_score_gemma":0.0003729449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006816958,"about_ca_topic_score_gemma":0.0007274176,"domain_scores_codex":[0.9998368,0.00004880302,0.000008984603,0.00002727709,0.00006047815,0.00001773827],"domain_scores_gemma":[0.9997885,0.00008016916,0.00001551991,0.00002834517,0.00004905122,0.00003849898],"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":[0.000005539116,0.000002920652,0.00001655416,0.00001689113,0.000001360612,0.00001284973,0.00008120528,0.0001409384,0.0004141066,0.9928504,0.002258642,0.004198589],"study_design_scores_gemma":[0.000003188595,0.00001318401,0.0001941445,0.000009863805,0.000001935666,0.00007714083,0.00009104438,0.001676181,0.0004964513,0.9667348,0.0306979,0.000004266006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1100305,0.02142423,0.1764933,0.004063959,0.001896459,0.00004123933,0.0003628921,0.0002041985,0.6854832],"genre_scores_gemma":[0.587256,0.008830884,0.03597958,0.0006209655,0.001138567,0.00007307612,0.0002468151,0.0002209848,0.3656331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006459923,"threshold_uncertainty_score":0.02161062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W95655569","doi":"10.1007/978-1-4614-5341-3_2","title":"Approximating the Riemann Zeta-Function by Strongly Recurrent Functions","year":2012,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Analytic Number Theory Research","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Riemann zeta function; Riemann hypothesis; Mathematics; Explicit formulae; Riemann Xi function; Function (biology); Pure mathematics; Particular values of Riemann zeta function; Mathematical physics; Arithmetic zeta function; Prime zeta function; Biology","authors":[{"name":"Paul M. Gauthier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1699516540612595,"gpt":0.3592257440238179,"spread":0.1892740899625583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009150656,0.001018094,0.0006402303,0.001072084,0.0004141757,0.001797843,0.001010074,0.0006638109,0.003066472],"category_scores_gemma":[0.003370415,0.0002907102,0.000489532,0.0007149793,0.001489643,0.002783195,0.001300215,0.002175519,0.00181709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000878185,"about_ca_system_score_gemma":0.0002973753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005722285,"about_ca_topic_score_gemma":0.0004835049,"domain_scores_codex":[0.999701,0.0001131495,0.00001363329,0.00003480497,0.0001080958,0.00002943005],"domain_scores_gemma":[0.9995453,0.0001958049,0.00003326379,0.0000976047,0.00008673107,0.00004129412],"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":[0.00003491458,0.0000212793,0.0001833169,0.00004770838,0.000008075872,0.00004260635,0.0001393277,0.01076441,0.002447533,0.9489141,0.002537893,0.0348588],"study_design_scores_gemma":[0.00001079352,0.00003814043,0.0001993598,0.0000362806,0.00001016474,0.0001167244,0.00005360105,0.1164643,0.002059516,0.8650407,0.01595117,0.00001929001],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1040951,0.003965413,0.7515253,0.001138174,0.0009629784,0.0000358636,0.00009644824,0.0006631855,0.1375174],"genre_scores_gemma":[0.7086978,0.00570772,0.1682126,0.0003299734,0.001013334,0.00008567681,0.000260219,0.0007350928,0.1149576],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003066472,"threshold_uncertainty_score":0.01025838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390440338","doi":"10.1007/978-3-031-40805-2_8","title":"A Categorical Framework for Modeling with Stock and Flow Diagrams","year":2023,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Categorical variable; Story-driven modeling; Class diagram; Sequence diagram; Software; Interaction overview diagram; Programming language; Theoretical computer science; Unified Modeling Language; Machine learning","authors":[{"name":"John C. Baez","is_ca":false},{"name":"Xiaoyan Li","is_ca":true},{"name":"Sophie Libkind","is_ca":false},{"name":"Nathaniel Osgood","is_ca":true},{"name":"Eric Redekopp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5484851284980492,"gpt":0.4523074451963571,"spread":0.09617768330169207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00296876,0.0009011948,0.0007133677,0.002179349,0.001543337,0.005316281,0.002538125,0.001519009,0.01194914],"category_scores_gemma":[0.006919365,0.0007838831,0.002433489,0.003292709,0.00335725,0.007652907,0.002343022,0.003210033,0.002150923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002813546,"about_ca_system_score_gemma":0.001880572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009427887,"about_ca_topic_score_gemma":0.007807074,"domain_scores_codex":[0.9980325,0.0009751584,0.0001551081,0.0003036151,0.0004070514,0.0001265515],"domain_scores_gemma":[0.9967067,0.002042891,0.000163995,0.0005007463,0.0004318687,0.0001538752],"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":[0.000003619409,0.000007208255,0.0001051536,0.00001886454,0.000004741476,0.00002271985,0.0001170873,0.003418215,0.0000750914,0.9884201,0.001303659,0.006503592],"study_design_scores_gemma":[0.000003346968,0.000006253151,0.00004394976,0.00002114639,0.000007601609,0.00002818741,0.00004878477,0.02344189,0.0001191026,0.9531832,0.02308875,0.000007797544],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001363477,0.0004059008,0.9840336,0.0007601005,0.0000630101,0.00003233071,0.0003371362,0.0003933794,0.01261107],"genre_scores_gemma":[0.1325758,0.001352076,0.8438367,0.0004484957,0.0003093815,0.000332372,0.001385694,0.0003240052,0.01943545],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01194914,"threshold_uncertainty_score":0.03997391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395099378","doi":"10.1007/978-3-031-48679-1_3","title":"A Survey on Constructive Methods for the Oberwolfach Problem and Its Variants","year":2023,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; University of New Brunswick","funders":"","keywords":"Constructive; Computer science; Mathematics; Programming language","authors":[{"name":"Andrea C. Burgess","is_ca":true},{"name":"Peter Danziger","is_ca":true},{"name":"Tommaso Traetta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1294234903795989,"gpt":0.3773281734769115,"spread":0.2479046830973126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001839885,0.001867,0.001730825,0.00399559,0.001084734,0.003185628,0.002219248,0.001585532,0.01253069],"category_scores_gemma":[0.003443074,0.001207079,0.001540296,0.008826869,0.002343777,0.004071801,0.00211725,0.004578378,0.007698121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635304,"about_ca_system_score_gemma":0.001643964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930534,"about_ca_topic_score_gemma":0.002893633,"domain_scores_codex":[0.9987068,0.0003754256,0.00008834004,0.0001842802,0.0005747004,0.00007040207],"domain_scores_gemma":[0.9984148,0.001069508,0.00005803685,0.0001552896,0.0002445401,0.00005770979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002881491,0.000127985,0.0002428015,0.002102217,0.00005315098,0.00008508127,0.0002135755,0.007668109,0.001375788,0.5466462,0.06160122,0.379855],"study_design_scores_gemma":[0.00001863263,0.00004588192,0.0003952514,0.0007667093,0.00003397349,0.0003824268,0.00007967735,0.01593345,0.0008957745,0.5567832,0.4246115,0.00005356573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.001920086,0.3935702,0.4515147,0.002481059,0.002292684,0.00008200924,0.0004346646,0.0005265349,0.147178],"genre_scores_gemma":[0.03819435,0.4520288,0.4182456,0.002430627,0.00808686,0.0003894597,0.001709708,0.001203528,0.07771116],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01253069,"threshold_uncertainty_score":0.04191929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210879300","doi":"10.1007/978-3-030-85053-1_12","title":"Learning COVID-19 Mitigation Strategies Using Reinforcement Learning","year":2021,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Statistics Canada","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Reinforcement learning; Reinforcement; Computer science; Artificial intelligence; Engineering; Medicine; Infectious disease (medical specialty); Structural engineering","authors":[{"name":"Nicholas J. Denis","is_ca":true},{"name":"Alexander El-Hajj","is_ca":true},{"name":"Blair Drummond","is_ca":true},{"name":"Yamina Abiza","is_ca":true},{"name":"Krishna Chaitanya Gopaluni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4559772343083344,"gpt":0.4640591565083306,"spread":0.008081922199996205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009989343,0.000838853,0.000421416,0.0002650357,0.0002599967,0.0006967225,0.001163674,0.0009965309,0.01022167],"category_scores_gemma":[0.005718083,0.0002623248,0.0003352862,0.0002220377,0.0004896048,0.001018255,0.0008937016,0.00145021,0.001182824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007581731,"about_ca_system_score_gemma":0.001044401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004058568,"about_ca_topic_score_gemma":0.005642039,"domain_scores_codex":[0.9996595,0.0001478795,0.00001225572,0.00006902634,0.00007169565,0.00003953592],"domain_scores_gemma":[0.9979237,0.001615535,0.0001041033,0.0001198457,0.0001641837,0.00007257383],"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":[0.0001002589,0.0002366711,0.001793033,0.0001091323,0.00004884991,0.00007189714,0.0001764452,0.5763826,0.00167381,0.1009849,0.01464551,0.3037769],"study_design_scores_gemma":[0.00003395138,0.00008473452,0.0003102616,0.00003030939,0.0000172146,0.00002932726,0.00005961892,0.9140877,0.0008607227,0.07844026,0.006034837,0.00001110023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02863184,0.0003661169,0.9091974,0.001217077,0.0001802935,0.0001099614,0.0000917366,0.0007429135,0.05946273],"genre_scores_gemma":[0.7074611,0.0005937938,0.2417722,0.000615021,0.0001177729,0.0003060515,0.0002294356,0.0001454354,0.0487591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01022167,"threshold_uncertainty_score":0.03419489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3038162942","doi":"10.1007/978-3-031-57204-3_1","title":"Connected Sums of Sphere Products and Minimally Non-Golod Complexes","year":2024,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Simplicial complex; Simplex; Homotopy; SPHERES; Mathematics; Combinatorics; Product (mathematics); Moment (physics); Pure mathematics; Physics; Geometry; Quantum mechanics","authors":[{"name":"Steven Amelotte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0792697738981487,"gpt":0.3261866583047433,"spread":0.2469168844065946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003013205,0.0006110831,0.0006778228,0.001698325,0.001447545,0.003672732,0.0007510909,0.00052882,0.009995548],"category_scores_gemma":[0.0009754433,0.0003661577,0.0003557648,0.001458691,0.001970301,0.00407188,0.001925377,0.001322296,0.001269362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009226943,"about_ca_system_score_gemma":0.0003194855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004856685,"about_ca_topic_score_gemma":0.0009603291,"domain_scores_codex":[0.9997293,0.00005322901,0.00001418591,0.00004972891,0.0001147994,0.00003874074],"domain_scores_gemma":[0.9996994,0.0001187955,0.00002923762,0.0000312104,0.00005861379,0.00006283222],"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":[0.000009828446,0.000005400125,0.00007627407,0.00002476183,0.000004003086,0.00003357892,0.0001468314,0.0001648254,0.0003371149,0.9925558,0.001806681,0.004834803],"study_design_scores_gemma":[0.000002984743,0.000008097774,0.0002826618,0.00001183657,0.000005899397,0.0001592995,0.0001251066,0.0007264838,0.000321349,0.9843721,0.01397912,0.000005097397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2560598,0.006576655,0.06247158,0.001509156,0.00106448,0.00005218471,0.0003044005,0.0002811665,0.6716806],"genre_scores_gemma":[0.8059154,0.002641313,0.01465635,0.0003265688,0.0007622735,0.00007668668,0.0003765101,0.0001907364,0.1750542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009995548,"threshold_uncertainty_score":0.03343844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166102477","doi":"10.1007/978-1-4939-2441-7_16","title":"Diffeomorphic Image Matching with Left-Invariant Metrics","year":2015,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Medical Image Segmentation Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Baycrest Hospital; Canada Research Chairs; University of Toronto; Fleming College","funders":"","keywords":"Invariant (physics); Diffeomorphism; Matching (statistics); Artificial intelligence; Image matching; Computer vision; Mathematics; Computer science; Image (mathematics); Pattern recognition (psychology); Pure mathematics; Statistics; Mathematical physics","authors":[{"name":"Tanya Schmah","is_ca":true},{"name":"Laurent Risser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.092536796660689,"gpt":0.3174295733971207,"spread":0.2248927767364318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004688075,0.0006371241,0.0008298007,0.001592064,0.0003035546,0.001480444,0.0009636346,0.0007965667,0.005984212],"category_scores_gemma":[0.001562599,0.0004354975,0.0006290282,0.001546781,0.0008384219,0.001876717,0.00156824,0.001032525,0.003109103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005970887,"about_ca_system_score_gemma":0.0004518586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000728605,"about_ca_topic_score_gemma":0.0006612602,"domain_scores_codex":[0.999588,0.00004792527,0.00002722238,0.0001088311,0.0002042057,0.00002394149],"domain_scores_gemma":[0.9997421,0.00005960652,0.0000274147,0.00009232153,0.00006555992,0.00001304262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004353279,0.00002348312,0.0002046951,0.0002649115,0.00004276825,0.0001307584,0.000117296,0.01183565,0.02063553,0.2561563,0.01305081,0.6974942],"study_design_scores_gemma":[0.00002166184,0.0001193455,0.0009393648,0.0001275247,0.00005303581,0.002102519,0.00009769553,0.2680725,0.05405847,0.5141305,0.1601893,0.00008806356],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003976441,0.001888056,0.9780517,0.0002475383,0.000242747,0.00004824647,0.00009449841,0.000889897,0.01456083],"genre_scores_gemma":[0.1359585,0.00460187,0.8162353,0.0002638601,0.0003875867,0.0001154828,0.0006752906,0.001215684,0.04054637],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005984212,"threshold_uncertainty_score":0.02001917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2582795332","doi":"10.1007/978-1-4939-7543-3_5","title":"Approximation in the Closed Unit Ball","year":2018,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Approximation Theory and Sequence Spaces","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Mathematics; Closure (psychology); Unit sphere; Operator (biology); Regular polygon; Norm (philosophy); Numerical range; Simple (philosophy); Pure mathematics; Convex hull; Ball (mathematics); Hull; Mathematical analysis; Geometry","authors":[{"name":"Javad Mashreghi","is_ca":true},{"name":"Thomas Ransford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2118536783844576,"gpt":0.3655199704783554,"spread":0.1536662920938978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005543008,0.0008628531,0.0008462229,0.001071188,0.0007275378,0.003309829,0.0006727717,0.0009297282,0.009926178],"category_scores_gemma":[0.002175624,0.0003073713,0.0004624263,0.001460197,0.001829209,0.003320795,0.001257987,0.002827344,0.004150853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001783798,"about_ca_system_score_gemma":0.000735109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891873,"about_ca_topic_score_gemma":0.0009916509,"domain_scores_codex":[0.9994451,0.0001586388,0.00002526498,0.00009062523,0.0002403464,0.00003995975],"domain_scores_gemma":[0.9995345,0.0002255318,0.00002581046,0.00006371643,0.0001094225,0.00004101016],"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":[0.00001004254,0.000004492862,0.00001694184,0.00005264878,0.000002821293,0.000008556288,0.0000562271,0.0008715665,0.0001746414,0.9702008,0.01225594,0.01634528],"study_design_scores_gemma":[0.000004652439,0.00001112789,0.00007768277,0.0000679713,0.000004297636,0.00005228796,0.00004879894,0.005800127,0.0003153683,0.8812969,0.1123126,0.00000811105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009513108,0.04956179,0.2623954,0.005407433,0.004006744,0.00003714249,0.0004538253,0.0005306039,0.668094],"genre_scores_gemma":[0.295906,0.04928533,0.08861542,0.001966678,0.005167577,0.0001812533,0.0009928524,0.0009550134,0.55693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009926178,"threshold_uncertainty_score":0.03320634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4256208135","doi":"10.1007/978-1-4939-7543-3","title":"New Trends in Approximation Theory","year":2018,"lang":"en","type":"book","venue":"Fields Institute communications","topic":"Mathematical Approximation and Integration","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université Laval","funders":"","keywords":"Computer science; Econometrics; Mathematics","authors":[{"name":"Javad Mashreghi","is_ca":true},{"name":"Myrto Manolaki","is_ca":false},{"name":"P. M. Gauthier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1387402080887382,"gpt":0.3733070172778976,"spread":0.2345668091891593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001234186,0.001061108,0.001177172,0.002935869,0.001156886,0.005249368,0.001178395,0.001380945,0.02865794],"category_scores_gemma":[0.003923411,0.0005192351,0.0006875789,0.003358393,0.003068353,0.009215072,0.002027742,0.005675037,0.01475524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002706915,"about_ca_system_score_gemma":0.001352455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009413043,"about_ca_topic_score_gemma":0.00135328,"domain_scores_codex":[0.9988411,0.0002757126,0.00004183483,0.0001082137,0.0006722271,0.00006094808],"domain_scores_gemma":[0.9987819,0.0005958694,0.00004143483,0.0002063389,0.0002729922,0.0001015177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000726802,0.000009768165,0.00002618358,0.00009893678,0.000005149238,0.0000114634,0.00007002293,0.0003897869,0.0001033069,0.8793002,0.08104085,0.03893711],"study_design_scores_gemma":[0.000003965709,0.000007025738,0.00006384249,0.0001048575,0.000004666148,0.00007203226,0.00003661903,0.002593426,0.00009967164,0.6003136,0.3966917,0.000008575397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001861057,0.1112073,0.09250613,0.02117621,0.01804718,0.00002732846,0.0002243332,0.0006325475,0.7543179],"genre_scores_gemma":[0.05001651,0.08982401,0.04388746,0.006071809,0.02724022,0.0001275339,0.0004518871,0.001124707,0.7812558],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02865794,"threshold_uncertainty_score":0.09587038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1901328809","doi":"10.1007/978-1-4939-2950-4_12","title":"Partial Differential Equations with Random Noise in Inflationary Cosmology","year":2015,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Cosmology; Physics; Statistical physics; Astrophysics","authors":[{"name":"Robert Brandenberger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05019351733513486,"gpt":0.2960305489062696,"spread":0.2458370315711347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007972782,0.0008877757,0.0009422649,0.0006375703,0.0005906879,0.001597588,0.0008943698,0.001735458,0.003748755],"category_scores_gemma":[0.002303468,0.0005581354,0.0006972898,0.001054389,0.001942379,0.002195499,0.0009732878,0.002500421,0.0006235131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582291,"about_ca_system_score_gemma":0.001096969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004084164,"about_ca_topic_score_gemma":0.002679771,"domain_scores_codex":[0.9997188,0.0001002634,0.000014571,0.00003218376,0.0001140975,0.00002008168],"domain_scores_gemma":[0.9994174,0.000367976,0.00004734249,0.00004241933,0.0000887494,0.00003615661],"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":[0.000004448118,0.00001084347,0.00006096447,0.00002605801,0.000007303736,0.00003667042,0.00005644183,0.01052449,0.0001363125,0.9812665,0.005161003,0.00270888],"study_design_scores_gemma":[0.000008313375,0.000005160342,0.0001062348,0.00001725014,0.000004988394,0.00003061181,0.00001638901,0.04508654,0.00003820915,0.9467651,0.007911377,0.000009831976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08296593,0.04986208,0.4677956,0.03245148,0.007225444,0.00009336216,0.001116707,0.0004403256,0.3580492],"genre_scores_gemma":[0.5789192,0.03241455,0.04558429,0.002984778,0.007462803,0.0001988557,0.0007904992,0.0003661363,0.3312789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004084164,"threshold_uncertainty_score":0.01254082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210916953","doi":"10.1007/978-3-030-85053-1","title":"Mathematics of Public Health","year":2022,"lang":"en","type":"book","venue":"Fields Institute communications","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Public health; Mathematics education; Computer science; Mathematics; Medicine; Nursing; Infectious disease (medical specialty)","authors":[{"name":"V. Kumar Murty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6845060941949233,"gpt":0.4964060473932186,"spread":0.1881000468017047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001048457,0.001191855,0.000840804,0.002023609,0.001511486,0.004795458,0.0008228293,0.001377988,0.08056453],"category_scores_gemma":[0.004446564,0.0004903754,0.0003889639,0.002563264,0.002681561,0.00577519,0.001728948,0.00366188,0.03669981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003461385,"about_ca_system_score_gemma":0.001598679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004341389,"about_ca_topic_score_gemma":0.005028944,"domain_scores_codex":[0.9993368,0.0002722433,0.00002966769,0.00007491204,0.0002428229,0.00004358311],"domain_scores_gemma":[0.9989821,0.0005383838,0.00005777822,0.0001513848,0.0002214059,0.00004893843],"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":[0.000003196948,0.000005415947,0.00003475512,0.00005414173,0.000002200772,0.00001119088,0.0001263297,0.0001966927,0.00002817114,0.7538876,0.2221235,0.02352678],"study_design_scores_gemma":[0.000002852154,0.000003699676,0.00008597303,0.00005018699,0.000002126201,0.00003225182,0.00006248065,0.0002913353,0.00002875753,0.5164449,0.4829918,0.000003543211],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003700714,0.008186961,0.01333772,0.009790602,0.001503437,0.000028047,0.0005179944,0.0002031991,0.966062],"genre_scores_gemma":[0.02285215,0.01020177,0.008978994,0.003241425,0.00316584,0.0002109633,0.0006360193,0.00035511,0.9503577],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08056453,"threshold_uncertainty_score":0.2695152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W935344387","doi":"10.1007/978-1-4614-5341-3_4","title":"Bi-orthogonal Expansions in the Space L 2(0,∞)","year":2012,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Holomorphic and Operator Theory","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Space (punctuation); Plane (geometry); Mathematics; Orthogonal functions; Mathematical analysis; Pure mathematics; Geometry; Computer science","authors":[{"name":"André Boivin","is_ca":true},{"name":"Changzhong Zhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1712658645904006,"gpt":0.3468358145120196,"spread":0.1755699499216189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006665406,0.0009383471,0.0005858227,0.001748231,0.0006971273,0.002117689,0.0005562845,0.000776223,0.006592557],"category_scores_gemma":[0.0009484477,0.0002650521,0.0003051656,0.001324983,0.001512697,0.002345575,0.0008421351,0.002372959,0.002126425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007664523,"about_ca_system_score_gemma":0.0005216649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009293974,"about_ca_topic_score_gemma":0.0008960189,"domain_scores_codex":[0.9997416,0.00006040375,0.00001149655,0.00002894096,0.0001304213,0.00002717184],"domain_scores_gemma":[0.9996947,0.00009922563,0.00002536878,0.00003714534,0.00009444738,0.00004911678],"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":[0.000006340079,0.000007345445,0.00001830732,0.00002216392,0.000001554717,0.00001834377,0.00007360132,0.0001922223,0.0006738088,0.986968,0.003917733,0.008100663],"study_design_scores_gemma":[0.000005343018,0.0000141567,0.0002481587,0.00003172462,0.000003212925,0.000151724,0.00006631637,0.004186444,0.0003510603,0.9625725,0.03235681,0.00001274265],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05261622,0.0232635,0.2269715,0.005084854,0.002625003,0.00003459239,0.0004765487,0.0005480357,0.6883799],"genre_scores_gemma":[0.3204976,0.01908087,0.1116263,0.001594371,0.003491427,0.0001297537,0.000556956,0.0007283659,0.5422943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006592557,"threshold_uncertainty_score":0.02205426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395099407","doi":"10.1007/978-3-031-48679-1_15","title":"Quaternary Legendre Pairs","year":2023,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Geometric and Algebraic Topology","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Quaternary; Legendre polynomials; Geology; Mathematics; Pure mathematics; Paleontology; Mathematical analysis","authors":[{"name":"Ilias Kotsireas","is_ca":true},{"name":"Arne Winterhof","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2097928571861668,"gpt":0.3510593461797403,"spread":0.1412664889935736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003336552,0.0009142338,0.0005965707,0.001715545,0.002464349,0.003702435,0.0006880396,0.0007418706,0.03966057],"category_scores_gemma":[0.0007661529,0.0003473031,0.0003403844,0.001581373,0.001949644,0.003191849,0.001327415,0.00252011,0.01333623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414708,"about_ca_system_score_gemma":0.0006188484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007409023,"about_ca_topic_score_gemma":0.001041827,"domain_scores_codex":[0.9997498,0.00006131668,0.00001005315,0.00004104334,0.00009047727,0.00004736907],"domain_scores_gemma":[0.9998401,0.00002771453,0.00001403411,0.000035385,0.00005683198,0.00002576721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007164721,0.000004090121,0.00001199156,0.00001362838,9.646773e-7,0.0000151483,0.00007605579,0.00007404674,0.0001887859,0.9835269,0.009896141,0.006185135],"study_design_scores_gemma":[0.000006619775,0.00002025962,0.00007340653,0.00003219264,0.000004771662,0.0002502015,0.0001356824,0.0005173229,0.0008388035,0.692359,0.3057512,0.00001058583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006447331,0.0009730349,0.01130857,0.0007609237,0.001262259,0.00002399847,0.0001368203,0.0001412082,0.9789459],"genre_scores_gemma":[0.1527076,0.002208326,0.0107095,0.0009497772,0.0009252363,0.00006932168,0.0003500591,0.0004039364,0.8316763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03966057,"threshold_uncertainty_score":0.1326779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390440284","doi":"10.1007/978-3-031-40805-2_2","title":"Discovering First Principle of Behavioural Change in Disease Transmission Dynamics by Deep Learning","year":2023,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Model Reduction and Neural Networks","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Generalization; Predictability; Computer science; Artificial intelligence; Perception; Transmission (telecommunications); Curse of dimensionality; Outbreak; Artificial neural network; Simple (philosophy); Dynamics (music); Machine learning; Cognitive psychology; Psychology; Mathematics; Medicine; Epistemology; Statistics; Neuroscience","authors":[{"name":"Pengfei Song","is_ca":true},{"name":"Yanni Xiao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08822106751753586,"gpt":0.3026442956932889,"spread":0.214423228175753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001460289,0.0005496835,0.0008684869,0.000636388,0.0004121316,0.001255915,0.001141509,0.001387772,0.003616663],"category_scores_gemma":[0.006215196,0.0006017364,0.001297744,0.0004711218,0.002948671,0.002849207,0.00157917,0.003102806,0.000369392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339257,"about_ca_system_score_gemma":0.0009668943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003555596,"about_ca_topic_score_gemma":0.002561954,"domain_scores_codex":[0.9995109,0.0001754805,0.00002194187,0.0001448259,0.00008146263,0.00006542268],"domain_scores_gemma":[0.9971045,0.002100045,0.0002725137,0.0002522997,0.0001261769,0.000144365],"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":[0.00005869239,0.00006662705,0.004073395,0.0002380261,0.0001823838,0.00008935927,0.0003000922,0.1526614,0.002804749,0.7971098,0.005695366,0.03672016],"study_design_scores_gemma":[0.000008869095,0.00002402415,0.001395076,0.00001791876,0.00001543354,0.00004478882,0.00002720128,0.3473014,0.0002513668,0.649826,0.001071023,0.00001675814],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06987303,0.0008141467,0.9092852,0.005102164,0.000158024,0.00003818885,0.0004999728,0.0003092263,0.01392012],"genre_scores_gemma":[0.8441461,0.001143413,0.1345628,0.001201069,0.0002731204,0.0001581297,0.000317822,0.0002010641,0.01799656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003616663,"threshold_uncertainty_score":0.01209891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390440341","doi":"10.1007/978-3-031-40805-2_1","title":"Mathematical Models: Perspectives of Mathematical Modelers and Public Health Professionals","year":2023,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Université de Montréal; University of Guelph; McMaster University; York University","funders":"","keywords":"Interpretation (philosophy); Public health; Context (archaeology); Management science; Communicable disease; Mathematical model; Estimation; Computer science; Data science; Mathematics; Medicine; Geography; Engineering; Statistics; Pathology","authors":[{"name":"Jummy David","is_ca":true},{"name":"Gabrielle Brankston","is_ca":true},{"name":"Idriss Sekkak","is_ca":true},{"name":"Sungju Moon","is_ca":false},{"name":"Xiaoyan Li","is_ca":true},{"name":"Sana Jahedi","is_ca":true},{"name":"Zahra Mohammadi","is_ca":true},{"name":"Ao Li","is_ca":true},{"name":"Martin Grunnil","is_ca":true},{"name":"Pengfei Song","is_ca":true},{"name":"Woldegebriel Assefa","is_ca":true},{"name":"Nicola Luigi Bragazzi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6606038217704077,"gpt":0.4891043696259768,"spread":0.1714994521444309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003630256,0.001215332,0.001079671,0.001864363,0.001182695,0.006551075,0.001609885,0.004373829,0.01064359],"category_scores_gemma":[0.01037268,0.0006511383,0.0006555342,0.002170768,0.006673867,0.009185079,0.001529548,0.006698204,0.002870158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003827638,"about_ca_system_score_gemma":0.002453201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003286989,"about_ca_topic_score_gemma":0.002863076,"domain_scores_codex":[0.9985247,0.0009705423,0.00005406836,0.00009796176,0.000289237,0.00006349575],"domain_scores_gemma":[0.9897133,0.009009631,0.0002363528,0.0003121831,0.000559253,0.0001693859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002038493,0.00001090453,0.00002695818,0.00004726478,0.000001827511,0.000008997717,0.0001684559,0.0004440198,0.00001687983,0.9644334,0.03098586,0.00385342],"study_design_scores_gemma":[0.000002836048,0.000004633058,0.00004029106,0.0001205616,0.000002078202,0.00002535224,0.000170487,0.001413805,0.00002483184,0.9214928,0.07669672,0.000005644993],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004184146,0.1961348,0.1303335,0.2976122,0.005707358,0.00006301593,0.0005564677,0.0002951071,0.3651133],"genre_scores_gemma":[0.2821733,0.2509875,0.1205868,0.05147957,0.02051109,0.0008070476,0.0009181352,0.0006516765,0.2718849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01064359,"threshold_uncertainty_score":0.03560638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210864950","doi":"10.1007/978-3-030-85053-1_3","title":"A Logistic Growth Model with Logistically Varying Carrying Capacity for Covid-19 Deaths Using Data from Ontario, Canada","year":2021,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Logistic regression; Coronavirus disease 2019 (COVID-19); Logistic function; Negative binomial distribution; Logistic distribution; Growth model; Econometrics; Binomial regression; Statistics; Infectious disease (medical specialty); Environmental science; Geography; Disease; Mathematics; Medicine; Poisson distribution","authors":[{"name":"Georges Bucyibaruta","is_ca":true},{"name":"C. B. Dean","is_ca":true},{"name":"E. M. Renouf","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7763850100306459,"gpt":0.4582054423377914,"spread":0.3181795676928544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003507966,0.001015266,0.001150873,0.001059863,0.001486838,0.001919396,0.003416837,0.001255548,0.008152747],"category_scores_gemma":[0.009774364,0.0009663472,0.001528925,0.002325196,0.001222392,0.0008819662,0.0009597181,0.002013562,0.001189321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01602472,"about_ca_system_score_gemma":0.01486364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9693127,"about_ca_topic_score_gemma":0.9518374,"domain_scores_codex":[0.9991715,0.0003074467,0.00003239407,0.0001413992,0.00009152347,0.0002558227],"domain_scores_gemma":[0.9954496,0.002954131,0.0003467171,0.0001687642,0.0008712487,0.000209561],"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":[0.0004306762,0.00009118332,0.1081015,0.0003081559,0.000357446,0.0009665521,0.001470268,0.7305444,0.000424816,0.05882271,0.05727511,0.04120723],"study_design_scores_gemma":[0.0001013885,0.00006474281,0.04603737,0.000203398,0.0002427132,0.0001418875,0.001323414,0.919098,0.0001332835,0.0182247,0.01429184,0.0001372467],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7336418,0.008360189,0.1396202,0.01566652,0.0007296088,0.0004972613,0.05823326,0.001233726,0.04201747],"genre_scores_gemma":[0.9027829,0.003439132,0.0172622,0.0003282223,0.000151072,0.000291878,0.01663045,0.0002234515,0.05889071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03068727,"threshold_uncertainty_score":0.116268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152720459","doi":"10.1007/978-1-4939-2441-7_18","title":"Polite Actions of Non-compact Lie Groups","year":2015,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Geometric Analysis and Curvature Flows","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Politeness; Action (physics); Lie group; Invariant (physics); Mathematics; Pure mathematics; Group (periodic table); Symmetry group; Algebra over a field; Theoretical physics; Linguistics; Philosophy; Geometry; Physics; Mathematical physics; Quantum mechanics","authors":[{"name":"Larry Bates","is_ca":true},{"name":"Jędrzej Śniatycki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2464485834443536,"gpt":0.382166496802296,"spread":0.1357179133579424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001819289,0.0007232788,0.0003289435,0.0008789569,0.000801073,0.002218279,0.0004259349,0.0005455774,0.008001412],"category_scores_gemma":[0.0005178694,0.0002671691,0.0002062617,0.0007983137,0.002046012,0.002341902,0.001315623,0.001905913,0.002059346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007930014,"about_ca_system_score_gemma":0.0004490846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007528748,"about_ca_topic_score_gemma":0.0009529464,"domain_scores_codex":[0.9998357,0.0000380508,0.000005624362,0.00002665494,0.00007183327,0.00002202132],"domain_scores_gemma":[0.999904,0.00003145668,0.00001180177,0.00001836727,0.00001898135,0.000015319],"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":[0.000003181558,0.000003386968,0.00001224183,0.00001372561,9.251926e-7,0.00001120445,0.0001063545,0.0001955033,0.000189711,0.9890916,0.003515108,0.006856962],"study_design_scores_gemma":[0.000001695483,0.000003803561,0.00004907908,0.00001893891,0.000001207881,0.00004209615,0.00004210763,0.0005233876,0.0001395554,0.9394754,0.05970031,0.000002364743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02749588,0.0102906,0.05827463,0.002698197,0.00159898,0.00003028979,0.0002137356,0.0002162797,0.8991815],"genre_scores_gemma":[0.349564,0.01649843,0.01738936,0.0007687114,0.001995092,0.0001175759,0.0005029323,0.0003850287,0.6127788],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008001412,"threshold_uncertainty_score":0.02676743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210937037","doi":"10.1007/978-3-030-85053-1_10","title":"Forecasting Demand for Personal Protective Equipment for Ontario Acute Care Hospitals During the First Wave of the COVID-19 Pandemic","year":2022,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; Sinai Health System; Women's College Hospital; Sunnybrook Hospital; University of Toronto; University Health Network","funders":"","keywords":"Personal protective equipment; Pandemic; Face shield; Health care; Medicine; Acute care; Coronavirus disease 2019 (COVID-19); Medical emergency; Business; Infectious disease (medical specialty); Economics; Disease","authors":[{"name":"Kali Barrett","is_ca":true},{"name":"Yoshiko Nakamachi","is_ca":true},{"name":"Terra Ierasts","is_ca":true},{"name":"Yasín A. Khan","is_ca":true},{"name":"Stephen Mac","is_ca":true},{"name":"David Naimark","is_ca":true},{"name":"Nathan M. Stall","is_ca":true},{"name":"Raphael Ximenes","is_ca":true},{"name":"Andrew M. Morris","is_ca":true},{"name":"Beate Sander","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1965655597423216,"gpt":0.3351484613446207,"spread":0.138582901602299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002117593,0.0003757641,0.0001457134,0.0006950417,0.0006552591,0.0009222759,0.0005558644,0.000670747,0.004620766],"category_scores_gemma":[0.001156957,0.0002735894,0.0003594533,0.001541889,0.0001970687,0.0005738657,0.0002653046,0.0003748388,0.0006514312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01223777,"about_ca_system_score_gemma":0.005258904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9372758,"about_ca_topic_score_gemma":0.9790992,"domain_scores_codex":[0.9998686,0.00001125418,0.000005539539,0.00001439994,0.00005674023,0.00004345776],"domain_scores_gemma":[0.9996909,0.00008045667,0.00004274391,0.000008462676,0.0001351898,0.00004230777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003380578,0.0001194305,0.5515649,0.0002984931,0.0001230016,0.0007537822,0.001663241,0.202698,0.004121016,0.008606629,0.1410269,0.08868652],"study_design_scores_gemma":[0.00003030772,0.00008433258,0.6744832,0.0001071982,0.00004067322,0.00008594891,0.00566003,0.2742397,0.0008445472,0.001757209,0.04260379,0.00006308483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8576209,0.001281487,0.003113942,0.005564643,0.00008535011,0.0001032242,0.03978668,0.0001560899,0.09228768],"genre_scores_gemma":[0.9568181,0.001311084,0.002696892,0.0001896611,0.00003400394,0.00003623106,0.01506938,0.00003434514,0.0238103],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06272423,"threshold_uncertainty_score":0.1261872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239756114","doi":"10.1007/978-1-4939-2733-3_4","title":"Margrabe Revisited","year":2015,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","authors":[{"name":"Hans J. H. Tuenter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.413856868659996,"gpt":0.4974646006760816,"spread":0.08360773201608562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104938,0.0005730775,0.0003886911,0.001362525,0.005292388,0.005390552,0.0008224405,0.005097087,0.04822446],"category_scores_gemma":[0.002942886,0.0003369323,0.000272049,0.001014997,0.006286488,0.006596449,0.003076453,0.006061144,0.01628253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004369282,"about_ca_system_score_gemma":0.003397608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01629765,"about_ca_topic_score_gemma":0.03988172,"domain_scores_codex":[0.9992731,0.0002439389,0.00001638662,0.0001426108,0.0001883885,0.0001355198],"domain_scores_gemma":[0.9996819,0.0001380282,0.00001409591,0.0000409847,0.0000785342,0.0000464912],"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":[0.000007135421,0.000007288503,0.00003895226,0.00002005618,0.00000111221,0.00003791215,0.001456892,0.00003102647,0.00003028815,0.7720564,0.2126783,0.0136347],"study_design_scores_gemma":[0.000002301277,0.000002136492,0.00005288891,0.00005623239,0.000001052169,0.00003390777,0.0004953829,0.0000230953,0.00003188099,0.05455645,0.9447407,0.000003820431],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00105381,0.01075803,0.001207926,0.04315151,0.003897208,0.000017205,0.00005498167,0.00004655783,0.9398128],"genre_scores_gemma":[0.01559745,0.002129171,0.0003127414,0.01568144,0.000727976,0.00003157121,0.00001946094,0.00007220281,0.9654281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04822446,"threshold_uncertainty_score":0.1613268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395099399","doi":"10.1007/978-3-031-48679-1_12","title":"Group Rings and Character Sums: Tricks of the Trade","year":2023,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Character (mathematics); Group (periodic table); Mathematics; Chemistry; Geometry; Organic chemistry","authors":[{"name":"Jonathan Jedwab","is_ca":true},{"name":"Shuxing Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05506792985972499,"gpt":0.2504341640557827,"spread":0.1953662341960578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101934,0.0007023431,0.0007970006,0.001428226,0.002028242,0.005843007,0.0007026882,0.001225729,0.01537731],"category_scores_gemma":[0.003489335,0.0004010174,0.000360871,0.001435644,0.00664675,0.01582299,0.002494929,0.004183481,0.004368322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009951466,"about_ca_system_score_gemma":0.0004622809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002777112,"about_ca_topic_score_gemma":0.0004202053,"domain_scores_codex":[0.9993936,0.0002507154,0.00002834567,0.00009172331,0.0001855897,0.00004994182],"domain_scores_gemma":[0.9990469,0.0005646797,0.00003759431,0.0001874998,0.00009486545,0.00006838325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006633663,0.000004573045,0.00001945108,0.00001500355,0.000001263238,0.000007848679,0.0001198178,0.00008072366,0.00008479897,0.9857007,0.0065427,0.007416435],"study_design_scores_gemma":[0.000003040546,0.00000398484,0.0000263531,0.00001612056,0.000001547458,0.00004485781,0.00005406743,0.00025928,0.0001042882,0.9607489,0.0387337,0.000003802869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01749458,0.02061096,0.09341996,0.02214708,0.003570144,0.0000365116,0.0002147488,0.0006177612,0.8418882],"genre_scores_gemma":[0.5106465,0.0194065,0.05403183,0.00589582,0.00927804,0.0001567775,0.000237758,0.001041856,0.3993049],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01537731,"threshold_uncertainty_score":0.05144227,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W77596758","doi":"10.1007/978-1-4614-4523-4_5","title":"Global Hopf Bifurcation Analysis of a Neuron Network Model with Time Delays","year":2012,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Hopf bifurcation; Center manifold; Saddle-node bifurcation; Mathematics; Period-doubling bifurcation; Transcritical bifurcation; Bifurcation diagram; Pitchfork bifurcation; Biological applications of bifurcation theory; Bogdanov–Takens bifurcation; Bifurcation; Infinite-period bifurcation; Mathematical analysis; Stability (learning theory); Physics; Computer science; Nonlinear system","authors":[{"name":"Michael Y. Li","is_ca":true},{"name":"Junjie Wei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04014025704472721,"gpt":0.2565848020234687,"spread":0.2164445449787415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001951055,0.0005003028,0.0004506935,0.0004457067,0.0002726319,0.0005571548,0.0005777623,0.0006858331,0.002119296],"category_scores_gemma":[0.0003844003,0.0001847634,0.0005750511,0.0002679425,0.0005542883,0.0006908574,0.0005673611,0.0004608929,0.0001892406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006475994,"about_ca_system_score_gemma":0.0004096739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002922766,"about_ca_topic_score_gemma":0.002038406,"domain_scores_codex":[0.9999605,0.00001111085,0.000001620422,0.000009009535,0.00001142814,0.000006231653],"domain_scores_gemma":[0.9999369,0.00002734113,0.00001127889,0.000004724869,0.00001359712,0.000006109889],"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":[0.00006557227,0.00002889317,0.0005140467,0.00009921477,0.00006884102,0.0002700893,0.0001259957,0.787555,0.01224324,0.1865684,0.001511058,0.01094962],"study_design_scores_gemma":[0.000004699289,0.00001368193,0.0001408088,0.000005914184,0.000008162679,0.00003080031,0.00001401409,0.9635814,0.0003176525,0.03546669,0.0004101301,0.000005976336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3098083,0.003012415,0.6121088,0.001269332,0.0002563839,0.00006554854,0.0002825914,0.0002944916,0.07290211],"genre_scores_gemma":[0.9733811,0.0007877505,0.008923826,0.00005891277,0.00004629667,0.00004028406,0.0000810761,0.00005732731,0.01662343],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002922766,"threshold_uncertainty_score":0.007089794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389559736","doi":"10.1007/978-3-031-39270-2_9","title":"Radial Limits of Holomorphic Functions in $$\\mathbb C^n$$ or the Polydisc","year":2023,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Holomorphic and Operator Theory","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Polydisc; Holomorphic function; Mathematics; Pure mathematics; Combinatorics","authors":[{"name":"Paul M. Gauthier","is_ca":true},{"name":"Mohammad Shirazi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2579260297894693,"gpt":0.3566426280696678,"spread":0.09871659828019852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006888178,0.0007388238,0.0005429742,0.001331541,0.001330488,0.004040873,0.0009329111,0.001004564,0.01071756],"category_scores_gemma":[0.002468825,0.0003213722,0.0003884342,0.0009994507,0.002099225,0.00381253,0.001144071,0.002484125,0.002856796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001803649,"about_ca_system_score_gemma":0.0006675667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001869362,"about_ca_topic_score_gemma":0.001731351,"domain_scores_codex":[0.999679,0.00008323493,0.00001589288,0.00006255657,0.0001193162,0.00004012369],"domain_scores_gemma":[0.9993998,0.0002067475,0.00004863286,0.00008350017,0.0001667498,0.00009460926],"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":[0.000005203291,0.000005194823,0.00001641786,0.00001614385,0.000001236935,0.00002271523,0.00005147286,0.0001609367,0.0001632211,0.9926691,0.003446841,0.003441504],"study_design_scores_gemma":[0.000004079177,0.0000117796,0.0001616337,0.00004842329,0.000004483697,0.0001551993,0.0001049456,0.004515379,0.0004897748,0.9365516,0.0579431,0.000009633175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02581368,0.00755645,0.07344878,0.002829362,0.001210589,0.00002583158,0.0001782048,0.0002488943,0.8886883],"genre_scores_gemma":[0.3975472,0.01124395,0.02883517,0.001388309,0.001426808,0.00009242848,0.0003265416,0.0005811641,0.5585585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01071756,"threshold_uncertainty_score":0.03585386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226169763","doi":"10.1007/978-3-031-57204-3_9","title":"Bundles over Connected Sums","year":2024,"lang":"en","type":"preprint","venue":"Fields Institute communications","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Mathematics; Principal bundle; Diffeomorphism; Homotopy; Pullback; Homology (biology); Bundle; Pure mathematics; Connected sum; Frame bundle; Simply connected space; Manifold (fluid mechanics); Normal bundle; Covering space; Combinatorics; Vector bundle","authors":[{"name":"Lisa C. Jeffrey","is_ca":true},{"name":"Paul Selick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1126982886000505,"gpt":0.3869138234256542,"spread":0.2742155348256037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006653817,0.001155377,0.0009599705,0.003753143,0.002219245,0.005443701,0.0006411374,0.001002291,0.02299974],"category_scores_gemma":[0.001837334,0.0004389891,0.0004533771,0.002413847,0.001994567,0.006121205,0.002633294,0.002200048,0.002154733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796611,"about_ca_system_score_gemma":0.0005561946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006477404,"about_ca_topic_score_gemma":0.0006255124,"domain_scores_codex":[0.9994062,0.0001546327,0.00002848098,0.0001338953,0.0002051424,0.00007165103],"domain_scores_gemma":[0.9993808,0.0002143396,0.00007515987,0.00005993994,0.0001218838,0.0001478651],"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":[0.00002276234,0.0000264214,0.000179429,0.00003806464,0.000009189066,0.00004580809,0.0001232691,0.0002820184,0.000361326,0.990347,0.002456682,0.006108144],"study_design_scores_gemma":[0.00001163645,0.00000973916,0.0003422734,0.00001850348,0.00001195244,0.0001152053,0.00007935408,0.001703699,0.0004203201,0.9854158,0.01186465,0.000006882731],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2648063,0.006603762,0.05003214,0.01099389,0.002810756,0.00006902635,0.0008444402,0.0007131213,0.6631266],"genre_scores_gemma":[0.8379397,0.003024844,0.008859682,0.000602911,0.002648196,0.00006030038,0.000726831,0.0001895239,0.1459481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02299974,"threshold_uncertainty_score":0.07694179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390440105","doi":"10.1007/978-3-031-40805-2_5","title":"An Optimal Control Approach for Public Health Interventions on an Epidemic-Viral Model in Deterministic and Stochastic Environments","year":2023,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Public health interventions; Psychological intervention; Control (management); Epidemic control; Computer science; Public health; Epidemic model; Virology; Environmental health; Medicine; Coronavirus disease 2019 (COVID-19); Artificial intelligence; Nursing; Infectious disease (medical specialty)","authors":[{"name":"Idriss Sekkak","is_ca":true},{"name":"Bouchra Nasri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.248851203397726,"gpt":0.3993629206246643,"spread":0.1505117172269383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001365259,0.001605997,0.001389532,0.0007759949,0.0007144575,0.001995052,0.002011478,0.003124223,0.00834608],"category_scores_gemma":[0.002758962,0.0007636274,0.001390548,0.0008631899,0.002076653,0.002124433,0.001538406,0.002575914,0.0004674146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002871418,"about_ca_system_score_gemma":0.002560005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009748511,"about_ca_topic_score_gemma":0.009344733,"domain_scores_codex":[0.9992472,0.0003985485,0.00002618467,0.0001136391,0.0001464842,0.00006792096],"domain_scores_gemma":[0.9991063,0.0006979789,0.00004683895,0.00002670672,0.00008662943,0.00003550538],"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":[0.0000135356,0.00004462046,0.00007289014,0.00008622649,0.00003744231,0.00006959877,0.0000724623,0.2456478,0.0002802045,0.7397138,0.005030643,0.008930806],"study_design_scores_gemma":[0.0000146948,0.00003150868,0.0000781448,0.00002717612,0.00001963325,0.00002205719,0.00003529135,0.4366429,0.00005419719,0.5585855,0.004475638,0.00001333983],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006374725,0.002362778,0.9036185,0.006268002,0.0009126326,0.0000867529,0.0001576496,0.00009762033,0.08012131],"genre_scores_gemma":[0.575744,0.006389371,0.2504383,0.002421058,0.00209072,0.0006720042,0.0001867703,0.0002026663,0.1618551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009748511,"threshold_uncertainty_score":0.02792042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3174972462","doi":"10.1007/978-3-031-57204-3_14","title":"Invariance of Polarization Induced by Symplectomorphisms","year":2024,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Symplectic geometry; Symplectic manifold; Mathematics; Geometric quantization; Pure mathematics; Quantization (signal processing); Mathematical analysis; Quantum; Physics; Canonical quantization; Quantum mechanics","authors":[{"name":"Ethan Ross","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09136700058330238,"gpt":0.3302637182305757,"spread":0.2388967176472733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004120684,0.0004920754,0.0005194927,0.001092878,0.0007625576,0.002599918,0.0005451342,0.0006229447,0.006174204],"category_scores_gemma":[0.0007449572,0.0003350798,0.0006096335,0.0006595725,0.002756376,0.003416945,0.001432644,0.002438816,0.001157489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008198676,"about_ca_system_score_gemma":0.0003672662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004026316,"about_ca_topic_score_gemma":0.0002401233,"domain_scores_codex":[0.9995131,0.0000905514,0.00001817542,0.0001158869,0.0001603533,0.0001018347],"domain_scores_gemma":[0.9996992,0.00007912095,0.00003433589,0.00008038271,0.00005923122,0.00004769959],"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":[0.0000171526,0.00001740933,0.00006270058,0.00001339655,0.000003968308,0.00005731843,0.0001321938,0.0001965775,0.002806894,0.9871867,0.001536194,0.007969546],"study_design_scores_gemma":[0.000009860867,0.00002409885,0.0005945693,0.000006906873,0.000004929909,0.0001741219,0.00007572724,0.001161437,0.001791668,0.9842075,0.01194082,0.000008493734],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2177584,0.001864332,0.06561799,0.002683961,0.001592404,0.00004350163,0.0004721092,0.0003765656,0.7095907],"genre_scores_gemma":[0.8884957,0.001960846,0.00628239,0.0005953989,0.001525721,0.00005141051,0.0004170391,0.0002891327,0.1003823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006174204,"threshold_uncertainty_score":0.0206548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889798411","doi":"10.1007/978-1-4614-4523-4_20","title":"Erratum to: Infinite Dimensional Dynamical Systems","year":2018,"lang":"en","type":"erratum","venue":"Fields Institute communications","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Dynamical systems theory; Physics; Computer science; Statistical physics; Quantum mechanics","authors":[{"name":"John Mallet‐Paret","is_ca":false},{"name":"Yingfei Yi","is_ca":false},{"name":"Huaiping Zhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03846859256553198,"gpt":0.2958605859215093,"spread":0.2573919933559773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001910846,0.001851814,0.00140394,0.003175029,0.003717021,0.003749262,0.00231375,0.005049658,0.0614343],"category_scores_gemma":[0.02624126,0.0006547893,0.0007686627,0.001857446,0.002051328,0.003413991,0.001588473,0.006575273,0.02877538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00392138,"about_ca_system_score_gemma":0.003060708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007012307,"about_ca_topic_score_gemma":0.00952035,"domain_scores_codex":[0.9976271,0.0003555624,0.0004054373,0.0002796457,0.001182946,0.0001493448],"domain_scores_gemma":[0.9901933,0.002988675,0.0005113797,0.0005886585,0.005280491,0.0004374029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001881543,0.000006922324,0.00003842713,0.00005966389,0.000003796874,0.0001305609,0.00002539379,0.00006804661,0.00002600196,0.004319331,0.990319,0.004984007],"study_design_scores_gemma":[0.0000220213,0.00001992312,0.0002723188,0.0001980906,0.0000174454,0.000289055,0.0001012303,0.0005047612,0.0002106619,0.008176379,0.9901665,0.0000215739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0003936847,0.001632479,0.001398324,0.0678845,0.9046054,0.00003928053,0.0009550081,0.0002338651,0.02285743],"genre_scores_gemma":[0.01968967,0.01191009,0.008003054,0.06897236,0.2484558,0.0002520508,0.00379399,0.001058547,0.6378645],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0614343,"threshold_uncertainty_score":0.2055182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395099382","doi":"10.1007/978-3-031-48679-1_18","title":"On the Optimization of Pippenger’s Bucket Method with Precomputation","year":2023,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"Cryptography and Residue Arithmetic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Precomputation; Computer science; Algorithm","authors":[{"name":"Guiwen Luo","is_ca":true},{"name":"Guang Gong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06329506006541884,"gpt":0.2940841703954725,"spread":0.2307891103300536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035142,0.001181537,0.001310413,0.001023789,0.0008664358,0.001317398,0.001748821,0.000897203,0.02223301],"category_scores_gemma":[0.004050654,0.0005239924,0.0007646304,0.002430262,0.001876236,0.003166972,0.002261933,0.003248078,0.004722991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009582247,"about_ca_system_score_gemma":0.00126878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001885169,"about_ca_topic_score_gemma":0.003262105,"domain_scores_codex":[0.9991285,0.0002527511,0.00003402737,0.00009579775,0.000377248,0.0001116738],"domain_scores_gemma":[0.9993284,0.0003550584,0.0000266208,0.0001835173,0.0000815215,0.00002498104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002762102,0.0001026753,0.000233888,0.0002764777,0.00004613515,0.00007645433,0.0001343741,0.05275191,0.003948225,0.56986,0.02790171,0.3443919],"study_design_scores_gemma":[0.00008269326,0.0000818086,0.0002508652,0.00007227045,0.00002629815,0.0001410699,0.00005472043,0.2459501,0.004808343,0.7035738,0.04491122,0.00004677207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0139909,0.001941577,0.9000471,0.0009183761,0.0008789647,0.00009706745,0.0002614121,0.001376578,0.08048806],"genre_scores_gemma":[0.2212674,0.002285787,0.6658604,0.0008065613,0.0005767615,0.0003119053,0.000581416,0.004012,0.1042977],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02223301,"threshold_uncertainty_score":0.07437682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}