{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":36,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":36,"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":"92be02ca0d76","filters":{"venue":"SpringerBriefs in mathematics"}},"results":[{"id":"W2483535718","doi":"10.1007/978-1-4614-7300-8","title":"An Introduction to Quasisymmetric Schur Functions","year":2013,"lang":"en","type":"book","venue":"SpringerBriefs in mathematics","topic":"Advanced Combinatorial Mathematics","field":"Mathematics","cited_by":60,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; University of British Columbia","funders":"","keywords":"Algebraic combinatorics; Schur's theorem; Algebraic number; Mathematics; Schur algebra; Combinatorics; Algebra over a field; Mathematics education; Pure mathematics","authors":[{"name":"Kurt Luoto","is_ca":true},{"name":"Stefan Mykytiuk","is_ca":true},{"name":"Stephanie van Willigenburg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02951314224363965,"gpt":0.3061882099230875,"spread":0.2766750676794479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002825723,0.001248059,0.000679532,0.002253382,0.0009311949,0.0019718,0.0006489525,0.0004993625,0.0385244],"category_scores_gemma":[0.0006224405,0.000421365,0.0004667722,0.002718904,0.001568608,0.003375647,0.001078855,0.002289535,0.01274212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425781,"about_ca_system_score_gemma":0.0008323689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005595864,"about_ca_topic_score_gemma":0.001129318,"domain_scores_codex":[0.9997757,0.00003134971,0.00001007192,0.0000222374,0.0001318776,0.00002862974],"domain_scores_gemma":[0.9998513,0.00004834447,0.000008217586,0.0000221874,0.00005178485,0.00001818147],"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":[0.000008345343,0.0000141035,0.00002033672,0.00008321228,0.000002313717,0.00002917242,0.00008449842,0.0002859897,0.0005797849,0.8998484,0.04453065,0.05451329],"study_design_scores_gemma":[0.000004782489,0.00001624233,0.0001174194,0.00005866648,0.000003493042,0.0002592611,0.00005094675,0.0007688249,0.0004060348,0.5324144,0.4658863,0.00001361625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004496734,0.0164402,0.03523153,0.001916853,0.004538601,0.00004145305,0.0003041051,0.0003542522,0.9366764],"genre_scores_gemma":[0.07551239,0.03148419,0.01878347,0.001474213,0.005883017,0.0001246334,0.0005901684,0.0007304324,0.8654175],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0385244,"threshold_uncertainty_score":0.1288769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240192961","doi":"10.1007/978-3-030-05312-3","title":"An Invitation to Alexandrov Geometry","year":2019,"lang":"en","type":"book","venue":"SpringerBriefs in mathematics","topic":"Mathematics and Applications","field":"Mathematics","cited_by":30,"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":"Geometry; Geometry and topology; Mathematics; Subject (documents); Hadamard transform; Computer science; Mathematical analysis","authors":[{"name":"Stephanie Alexander","is_ca":false},{"name":"Vitali Kapovitch","is_ca":true},{"name":"Anton Petrunin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04584014808435761,"gpt":0.3393548067578573,"spread":0.2935146586734997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004466299,0.001121891,0.0008622791,0.0020573,0.002042961,0.003843827,0.0008131066,0.001897293,0.07617343],"category_scores_gemma":[0.001621417,0.0004543915,0.0006476933,0.001541762,0.001848939,0.005737864,0.002712847,0.003785161,0.0386066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002374879,"about_ca_system_score_gemma":0.001311816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00108085,"about_ca_topic_score_gemma":0.002197345,"domain_scores_codex":[0.999516,0.00009717415,0.00001762965,0.00007523187,0.0002386986,0.00005525496],"domain_scores_gemma":[0.9995636,0.0001421534,0.00002328837,0.00005611836,0.0001315947,0.00008325986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000134335,0.00001300168,0.00003035221,0.0000660465,0.00000362076,0.00004000933,0.00007734288,0.0001713637,0.0001883301,0.2878384,0.6677734,0.04378463],"study_design_scores_gemma":[0.000002508793,0.000006287449,0.00007015077,0.00004874528,0.000001840952,0.00007552322,0.00003102957,0.000121682,0.00007020833,0.06054063,0.9390256,0.000005741524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001342109,0.02922393,0.007820782,0.04367528,0.04120092,0.00002653174,0.0004083429,0.0003641659,0.8759379],"genre_scores_gemma":[0.009244431,0.01141471,0.001957792,0.00392276,0.01603151,0.00003596092,0.000225274,0.0005275627,0.9566399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07617343,"threshold_uncertainty_score":0.2548255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W628296450","doi":"10.1007/978-3-319-10139-2","title":"Time-Varying Vector Fields and Their Flows","year":2014,"lang":"en","type":"book","venue":"SpringerBriefs in mathematics","topic":"Geometric Analysis and Curvature Flows","field":"Mathematics","cited_by":27,"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":"Differentiable function; Lipschitz continuity; Variety (cybernetics); Holomorphic function; Vector field; Pure mathematics; Mathematics; Geometry; Statistics","authors":[{"name":"Saber Jafarpour","is_ca":true},{"name":"Andrew D. Lewis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02147326361409121,"gpt":0.2473764923705905,"spread":0.2259032287564993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005449433,0.00113776,0.0005920316,0.002261495,0.0008575444,0.002982669,0.0007776397,0.001347109,0.006667027],"category_scores_gemma":[0.001388783,0.0004234605,0.0005095087,0.002133942,0.002752818,0.004602174,0.001271415,0.002376203,0.001301397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302782,"about_ca_system_score_gemma":0.000531226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028169,"about_ca_topic_score_gemma":0.0006630287,"domain_scores_codex":[0.9997552,0.00006534961,0.00001162089,0.00003933645,0.0000995243,0.00002885603],"domain_scores_gemma":[0.9997119,0.00009903458,0.00004753648,0.00003933452,0.00006244228,0.00003969554],"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":[0.000003073025,0.000003131036,0.0000194532,0.00001503433,0.000002185945,0.000009966633,0.00005457493,0.0007152326,0.0001301169,0.9915048,0.002793568,0.004748906],"study_design_scores_gemma":[0.000002560543,0.000005510561,0.00007572951,0.00001400254,0.000002597851,0.00004268777,0.00003098134,0.00242056,0.00005930816,0.9738666,0.0234727,0.000006724666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07892176,0.119268,0.2729813,0.01088692,0.007549291,0.00007817354,0.0006804919,0.0005365452,0.5090976],"genre_scores_gemma":[0.4838462,0.07869044,0.04346821,0.001621843,0.008771296,0.0001808164,0.0006011782,0.0005599862,0.3822601],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006667027,"threshold_uncertainty_score":0.0223034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2975613504","doi":"10.1007/978-3-030-27227-2_10","title":"The Duistermaat–Heckman Theorem","year":2019,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Advanced Algebra and Geometry","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 Toronto; University of Waterloo","funders":"","keywords":"Symplectic geometry; Mathematics; Hamiltonian (control theory); Moment map; Pure mathematics; Quotient; Symplectomorphism; Measure (data warehouse); Slogan; Symplectic manifold; Computer science; Mathematical optimization","authors":[{"name":"Shubham Dwivedi","is_ca":true},{"name":"Jonathan Herman","is_ca":true},{"name":"Lisa C. Jeffrey","is_ca":true},{"name":"Theo van den Hurk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03104300575608036,"gpt":0.286882257233737,"spread":0.2558392514776566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006446264,0.0006454521,0.0005809186,0.001378184,0.001193037,0.002219046,0.0006471197,0.001123962,0.01612841],"category_scores_gemma":[0.001475096,0.000429331,0.0005870753,0.001192201,0.003904185,0.004336099,0.001502771,0.003482498,0.004219287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001570847,"about_ca_system_score_gemma":0.0007661869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421356,"about_ca_topic_score_gemma":0.00127814,"domain_scores_codex":[0.9996185,0.0001070338,0.00001536078,0.00009787818,0.0001124001,0.00004881885],"domain_scores_gemma":[0.9996772,0.0001258265,0.00002932614,0.00007236779,0.00006730127,0.00002804609],"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":[0.000007670015,0.000006475465,0.0000381994,0.00002731071,0.00000373755,0.00002035813,0.00008124103,0.00009263985,0.0001849109,0.9801222,0.008887532,0.01052776],"study_design_scores_gemma":[0.000004657754,0.000003944045,0.0001571199,0.00001755692,0.000003208413,0.00007690145,0.00002375073,0.0002114382,0.0001569617,0.9271524,0.07218604,0.000005986165],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01428683,0.02182258,0.04100253,0.008818704,0.003158812,0.00002171109,0.0004108978,0.0001732093,0.9103046],"genre_scores_gemma":[0.3877806,0.02089676,0.02820796,0.004388529,0.005456102,0.00008865846,0.0005412292,0.0004288987,0.5522113],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01612841,"threshold_uncertainty_score":0.05395496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2976969348","doi":"10.1007/978-3-030-27227-2_1","title":"Symplectic Vector Spaces","year":2019,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Homotopy and Cohomology in Algebraic Topology","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 Toronto; University of Waterloo","funders":"","keywords":"Symplectic geometry; Symplectomorphism; Pure mathematics; Symplectic vector space; Mathematics; Symplectic manifold; Symplectic representation; Section (typography); Topology (electrical circuits); Computer science; Combinatorics","authors":[{"name":"Shubham Dwivedi","is_ca":true},{"name":"Jonathan Herman","is_ca":true},{"name":"Lisa C. Jeffrey","is_ca":true},{"name":"Theo van den Hurk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03600676007679342,"gpt":0.2888799252380874,"spread":0.252873165161294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002154413,0.0006087169,0.0003697387,0.001385372,0.0007931631,0.002496691,0.0003742198,0.0005574434,0.0318261],"category_scores_gemma":[0.0004511928,0.0002188649,0.000158938,0.001576115,0.001324855,0.002285626,0.001084763,0.001226671,0.008595099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008458204,"about_ca_system_score_gemma":0.0006136724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005725116,"about_ca_topic_score_gemma":0.001058977,"domain_scores_codex":[0.9998212,0.00003943393,0.000006829461,0.00002637955,0.00009020578,0.00001598998],"domain_scores_gemma":[0.9999089,0.00002008613,0.000008270998,0.0000181582,0.00003019329,0.00001444373],"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":[0.000004316748,0.000009779512,0.00003351398,0.00006190363,0.000002636026,0.00001410621,0.0001842389,0.000157383,0.0003107696,0.908195,0.04798025,0.04304609],"study_design_scores_gemma":[0.000003223181,0.000007952504,0.0001978848,0.00006071219,0.00000234856,0.00007269119,0.00009537405,0.0003845906,0.0002007223,0.4906673,0.5083029,0.000004331386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004233321,0.02558249,0.01009916,0.002628648,0.001989991,0.00001687689,0.0002423355,0.0001496998,0.9550574],"genre_scores_gemma":[0.07274082,0.01948464,0.0037465,0.0006150675,0.002252898,0.00004513686,0.0004396962,0.0001591778,0.900516],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0318261,"threshold_uncertainty_score":0.1064689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251673273","doi":"10.1007/978-3-030-27227-2_8","title":"Toric Manifolds","year":2019,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Geometry and complex manifolds","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; University of Waterloo","funders":"","keywords":"Torus; Symplectic geometry; Mathematics; Polytope; Hamiltonian (control theory); Combinatorics; Manifold (fluid mechanics); Pure mathematics; Action (physics); Physics; Mathematical physics; Geometry; Quantum mechanics","authors":[{"name":"Shubham Dwivedi","is_ca":true},{"name":"Jonathan Herman","is_ca":true},{"name":"Lisa C. Jeffrey","is_ca":true},{"name":"Theo van den Hurk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05635953453254803,"gpt":0.2793627870435175,"spread":0.2230032525109694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001185975,0.0007957424,0.0004145109,0.001444858,0.001001387,0.002685583,0.0005144579,0.0005689196,0.05143411],"category_scores_gemma":[0.000332205,0.0002293925,0.0002083663,0.001288329,0.001073101,0.00235654,0.001304169,0.001387363,0.0163345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130331,"about_ca_system_score_gemma":0.0006134271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024308,"about_ca_topic_score_gemma":0.001508811,"domain_scores_codex":[0.9998709,0.00002388012,0.000004521983,0.00002265792,0.00006185797,0.00001614487],"domain_scores_gemma":[0.9999285,0.00001100015,0.000005938478,0.00001631622,0.00002444627,0.00001381346],"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":[0.000005363992,0.000007303591,0.00003141785,0.00008210861,0.000002744759,0.00002032098,0.000170374,0.0002333471,0.0003160723,0.8497542,0.1081666,0.04121008],"study_design_scores_gemma":[0.000001992044,0.000006251179,0.0001658113,0.00006000168,0.000003334579,0.00007900751,0.00009525572,0.000325221,0.0001743316,0.2717474,0.7273372,0.000004144812],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002070739,0.008358232,0.004369815,0.001302125,0.001416245,0.00001347107,0.0002314466,0.0001407771,0.9820971],"genre_scores_gemma":[0.04419316,0.01204485,0.002953588,0.0004264293,0.001723843,0.00003907765,0.0005483438,0.0002170394,0.9378536],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05143411,"threshold_uncertainty_score":0.1720642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213264647","doi":"10.1007/978-1-4614-7300-8_5","title":"Quasisymmetric Schur functions","year":2013,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Advanced Combinatorial Mathematics","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":"York University; University of British Columbia","funders":"","keywords":"Mathematics; Basis (linear algebra); Symmetric function; Monomial; Hopf algebra; Bialgebra; Combinatorics; Noncommutative geometry; Standard basis; Young tableau; Skew; Duality (order theory); Schur polynomial; Composition (language); Pure mathematics; Algebra over a field; Macdonald polynomials; Orthogonal polynomials; Discrete orthogonal polynomials; Computer science","authors":[{"name":"Kurt Luoto","is_ca":true},{"name":"Stefan Mykytiuk","is_ca":true},{"name":"Stephanie van Willigenburg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05193545433219424,"gpt":0.2890615931510963,"spread":0.2371261388189021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003189639,0.0008752483,0.0004277847,0.001563742,0.0008586379,0.002049289,0.0005090056,0.0004465631,0.02233945],"category_scores_gemma":[0.0005784789,0.0002905875,0.0003258742,0.001286002,0.001691504,0.002677678,0.0009369981,0.001758395,0.005800412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256276,"about_ca_system_score_gemma":0.0006182789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004996851,"about_ca_topic_score_gemma":0.0007772401,"domain_scores_codex":[0.9997548,0.00004732606,0.000009175677,0.00002432536,0.0001260628,0.00003821631],"domain_scores_gemma":[0.9998603,0.0000328622,0.00001127747,0.00002934248,0.00004669075,0.00001945618],"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":[0.000003908846,0.00000350232,0.000008813838,0.00001635609,8.123556e-7,0.00000872547,0.0000414703,0.00009152089,0.000281509,0.983593,0.005120903,0.01082958],"study_design_scores_gemma":[0.000004733705,0.00001006651,0.0001118291,0.00002650261,0.000002892629,0.0001623688,0.00006004272,0.0009000235,0.0007054132,0.8728321,0.1251748,0.000009215043],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01515117,0.003205573,0.02621278,0.001235695,0.001133785,0.00002899926,0.000195702,0.0001661213,0.9526702],"genre_scores_gemma":[0.2906102,0.008386568,0.01304231,0.0008410569,0.002013535,0.00008650005,0.0004995166,0.000479332,0.684041],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02233945,"threshold_uncertainty_score":0.07473296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2215704863","doi":"10.1007/978-3-319-05852-8_5","title":"Random Interlacement Point Process","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Stochastic processes and statistical mechanics","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 British Columbia","funders":"","keywords":"Point process; Poisson point process; Point (geometry); Countable set; Process (computing); Poisson process; Poisson distribution; Mathematics; Range (aeronautics); Computer science; Discrete mathematics; Statistics; Engineering; Geometry","authors":[{"name":"Alexander Drewitz","is_ca":false},{"name":"Balázs Ráth","is_ca":true},{"name":"Artëm Sapozhnikov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03659442348712107,"gpt":0.3077883317987446,"spread":0.2711939083116235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007884619,0.0008610992,0.0007031186,0.001620415,0.0004518608,0.001653944,0.0009634776,0.001299092,0.01585793],"category_scores_gemma":[0.002553443,0.0003266213,0.0006530508,0.001384769,0.001714186,0.002520762,0.001113792,0.002041404,0.003964878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007747278,"about_ca_system_score_gemma":0.0003372268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003450655,"about_ca_topic_score_gemma":0.0002360834,"domain_scores_codex":[0.9994373,0.0001007643,0.00002957798,0.0001436384,0.0002527847,0.00003597215],"domain_scores_gemma":[0.9993683,0.0002352939,0.00006896636,0.0001134501,0.0001656765,0.00004829311],"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":[0.000008350008,0.000007752617,0.00004700651,0.00003438056,0.000006590381,0.00003835718,0.00003103982,0.002552517,0.0005808702,0.9794011,0.003129618,0.01416247],"study_design_scores_gemma":[0.000009379533,0.0000263649,0.0002654943,0.00003829279,0.00001522485,0.0002268763,0.00002468422,0.02632116,0.001104931,0.921311,0.05063391,0.0000227898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.022488,0.009894538,0.7274634,0.002337202,0.002281233,0.00006262657,0.000327114,0.0003605299,0.2347853],"genre_scores_gemma":[0.3438544,0.01374549,0.08695129,0.0009522769,0.00268255,0.0001962439,0.000729052,0.0006687382,0.5502201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01585793,"threshold_uncertainty_score":0.0530501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977021823","doi":"10.1007/978-3-030-27227-2_4","title":"Elementary Properties of Moment Maps","year":2019,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Geometric and 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; University of Waterloo","funders":"","keywords":"Moment map; Fundamental vector field; Symplectic geometry; Mathematics; Symplectic manifold; Hamiltonian (control theory); Pure mathematics; Vector field; Symplectomorphism; Moment (physics); Mathematical analysis; Lie group; Physics; Geometry; Classical mechanics","authors":[{"name":"Shubham Dwivedi","is_ca":true},{"name":"Jonathan Herman","is_ca":true},{"name":"Lisa C. Jeffrey","is_ca":true},{"name":"Theo van den Hurk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05393308151243859,"gpt":0.2617050708167597,"spread":0.2077719893043211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003717644,0.0005287895,0.0004919701,0.001434997,0.0008382454,0.002614718,0.0005107275,0.0005488736,0.009557449],"category_scores_gemma":[0.001217626,0.0003050254,0.0004864907,0.001106406,0.002798702,0.004014139,0.001199302,0.002191084,0.001858926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000816312,"about_ca_system_score_gemma":0.0003208869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003475719,"about_ca_topic_score_gemma":0.0002708195,"domain_scores_codex":[0.9997446,0.00005441366,0.00001347144,0.00005656016,0.0000896796,0.00004129034],"domain_scores_gemma":[0.999657,0.000159069,0.00003134016,0.00005527014,0.00006306296,0.00003423694],"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":[0.000005065768,0.000003259757,0.00001808335,0.00001835644,0.000001547406,0.00001104376,0.00008951039,0.00008361176,0.0002923627,0.9923748,0.001974255,0.0051281],"study_design_scores_gemma":[0.000002721712,0.000006713867,0.0001416392,0.000009604191,0.00000289289,0.00008151692,0.00003704309,0.0003398354,0.0002695239,0.9732602,0.02584434,0.000003908642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03986538,0.01236179,0.08979565,0.002559668,0.0009949156,0.00003745629,0.0004701879,0.0002741,0.8536407],"genre_scores_gemma":[0.7780941,0.01247849,0.02441825,0.000738964,0.003659976,0.0001372915,0.0007705312,0.0003454152,0.179357],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009557449,"threshold_uncertainty_score":0.03197289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233010844","doi":"10.1007/978-3-030-05312-3_4","title":"Subsets","year":2019,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Structural Analysis and Optimization","field":"Engineering","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":"Computer science","authors":[{"name":"Stephanie Alexander","is_ca":false},{"name":"Vitali Kapovitch","is_ca":true},{"name":"Anton Petrunin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01023919217235809,"gpt":0.1900764822603038,"spread":0.1798372900879457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002970451,0.001048077,0.0005782846,0.001844133,0.00143634,0.003774974,0.000852654,0.0004990934,0.1530029],"category_scores_gemma":[0.001256204,0.0003691358,0.0006198688,0.001779314,0.001010153,0.003496608,0.00208476,0.001478733,0.0749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006395906,"about_ca_system_score_gemma":0.0005384219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006332534,"about_ca_topic_score_gemma":0.0006020017,"domain_scores_codex":[0.9993911,0.00007461487,0.00004145978,0.0002254107,0.0001851841,0.0000823203],"domain_scores_gemma":[0.9995396,0.00007471575,0.00002607245,0.0001526937,0.0001667955,0.00004010578],"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":[0.00008448987,0.00002570421,0.0002115425,0.0001507096,0.00001597209,0.00009394842,0.000354353,0.0003025062,0.00187652,0.7517015,0.1208721,0.1243107],"study_design_scores_gemma":[0.00001199576,0.00002114091,0.000215583,0.00005291716,0.00001229261,0.0002216807,0.0002305976,0.0003593052,0.001574219,0.2349353,0.7623568,0.000008222341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006563002,0.001078407,0.04668392,0.0008906359,0.001091064,0.000142309,0.003970544,0.001022105,0.9385579],"genre_scores_gemma":[0.08107035,0.001838095,0.02152557,0.0006683373,0.0006791704,0.0003416764,0.01167017,0.001201354,0.8810053],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1530029,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2483206954","doi":"10.1007/978-3-319-32408-1_5","title":"CTM and Variance, Volatility, and Covariance and Correlation Swaps for the Classical Heston Model","year":2016,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","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 Calgary","funders":"","keywords":"Variance swap; Stochastic volatility; Heston model; Volatility swap; Volatility (finance); Econometrics; Covariance; Swap (finance); Economics; Implied volatility; Variance (accounting); Forward volatility; Covariance and correlation; Index (typography); Mathematics; Financial economics; SABR volatility model; Finance; Statistics; Computer science; Accounting; Random variable","authors":[{"name":"Anatoliy Swishchuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03905843389166599,"gpt":0.23023699958735,"spread":0.191178565695684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001984314,0.001367442,0.0009959234,0.001173227,0.0006691311,0.002313012,0.001178966,0.002469345,0.009097563],"category_scores_gemma":[0.005097114,0.0005413902,0.001342355,0.00164562,0.002814891,0.004260983,0.001477105,0.004503414,0.001502629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001920566,"about_ca_system_score_gemma":0.001238462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002004628,"about_ca_topic_score_gemma":0.001262741,"domain_scores_codex":[0.9994593,0.0002265187,0.00002704324,0.00009695334,0.0001487757,0.00004140642],"domain_scores_gemma":[0.9988896,0.0006202565,0.0001235913,0.0001461593,0.0001252551,0.00009512853],"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":[0.000004968147,0.000005701073,0.00005907204,0.00002453825,0.000006040191,0.0000271801,0.00002867501,0.005843263,0.0001561641,0.9861971,0.002522771,0.005124672],"study_design_scores_gemma":[0.00000243419,0.000004947582,0.0001178695,0.00001445739,0.000003091465,0.00004548705,0.000008225497,0.03871462,0.00004891515,0.9565969,0.004431544,0.00001169466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04752196,0.04489123,0.7479551,0.01143378,0.004337094,0.00005392462,0.0005487512,0.0004245766,0.1428336],"genre_scores_gemma":[0.7062213,0.02453955,0.09440001,0.002368345,0.007107109,0.0001917591,0.0008326809,0.0007138426,0.1636254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009097563,"threshold_uncertainty_score":0.03043443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2490025961","doi":"10.1007/978-3-319-32408-1_4","title":"Change of Time Method (CTM) and Black-Scholes Formula","year":2016,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","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 Calgary","funders":"","keywords":"Black–Scholes model; Martingale (probability theory); Mathematics; Mathematical proof; Cash flow; Mathematical economics; Applied mathematics; Valuation of options; Log-normal distribution; Econometrics; Economics; Finance; Statistics","authors":[{"name":"Anatoliy Swishchuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04646714745653256,"gpt":0.2504107851570359,"spread":0.2039436377005034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001794111,0.0008425158,0.001059745,0.001530093,0.0005670181,0.001852099,0.001590388,0.00156232,0.007733866],"category_scores_gemma":[0.005710779,0.0003747871,0.001171514,0.001671432,0.002218129,0.003462864,0.001192266,0.004275047,0.00172228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198974,"about_ca_system_score_gemma":0.0009085256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001771488,"about_ca_topic_score_gemma":0.001168257,"domain_scores_codex":[0.9992268,0.0002861537,0.00003436061,0.0001294691,0.0002791267,0.00004417887],"domain_scores_gemma":[0.9988557,0.0006110029,0.0001322552,0.0001550903,0.0001731461,0.00007279355],"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":[0.00001037803,0.000009593935,0.00008796534,0.00005147254,0.000008726552,0.0000252449,0.00003217523,0.003505285,0.0003945434,0.9746642,0.003308211,0.01790215],"study_design_scores_gemma":[0.00001320039,0.00001711202,0.0002551443,0.00002860792,0.00001237826,0.00008743401,0.00001082026,0.07715566,0.000473634,0.9016373,0.02028783,0.00002095475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009458343,0.01405502,0.9359864,0.003158231,0.001735389,0.00004694009,0.0002599384,0.0002984313,0.03500128],"genre_scores_gemma":[0.3485859,0.01712693,0.5081778,0.001257853,0.004665049,0.0002880667,0.000560157,0.001625018,0.1177131],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007733866,"threshold_uncertainty_score":0.02587229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246688907","doi":"10.1007/978-3-319-94292-6_1","title":"Introduction","year":2018,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Geometry and complex manifolds","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":"Western University","funders":"","keywords":"History","authors":[{"name":"Tatyana Barron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04914051566657156,"gpt":0.2791652499131139,"spread":0.2300247342465424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006692752,0.0009275639,0.0005460581,0.001966175,0.001349321,0.004510784,0.001510865,0.00170274,0.4886221],"category_scores_gemma":[0.002447342,0.0002914381,0.0005093383,0.001583755,0.0008729359,0.004004631,0.002649633,0.002253774,0.3888827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491703,"about_ca_system_score_gemma":0.001825577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001475271,"about_ca_topic_score_gemma":0.002489096,"domain_scores_codex":[0.9993072,0.00008646004,0.0000253138,0.000148892,0.000358191,0.00007400569],"domain_scores_gemma":[0.9992575,0.0001138592,0.00003210072,0.0001171461,0.0003339079,0.0001455655],"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":[0.00001831853,0.00002976393,0.00007636042,0.0002024922,0.000002434622,0.00003527631,0.0001509808,0.0001392823,0.0002837794,0.09468798,0.7609074,0.143466],"study_design_scores_gemma":[9.333633e-7,0.000002926921,0.00003870678,0.00005892119,5.995132e-7,0.00001749036,0.00002550863,0.00001506138,0.00003718148,0.006398916,0.9934021,0.000001696365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003003665,0.004331794,0.00393862,0.003594599,0.00757364,0.00007414258,0.001189363,0.0004459731,0.9785516],"genre_scores_gemma":[0.001553686,0.002620494,0.001106523,0.001350674,0.001775587,0.00006105175,0.0009981245,0.0002442364,0.9902896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5113779,"threshold_uncertainty_score":0.7294185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2782122890","doi":"10.1007/978-3-319-24166-1_4","title":"Classification of ACM sets of points in ℙ 1 × ℙ 1 $$\\mathbb{P}^{1} \\times \\mathbb{P}^{1}$$","year":2015,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Commutative Algebra and Its Applications","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":"McMaster University","funders":"","keywords":"Ring (chemistry); Space (punctuation); Combinatorics; Mathematics; Set (abstract data type); Property (philosophy); Discrete mathematics; Computer science; Chemistry","authors":[{"name":"Elena Guardo","is_ca":false},{"name":"Adam Van Tuyl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1376275983961762,"gpt":0.3602862832690388,"spread":0.2226586848728627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004346767,0.001030513,0.001299405,0.004609922,0.002740338,0.007280605,0.001737394,0.001246691,0.04844912],"category_scores_gemma":[0.004659832,0.0005123883,0.001155305,0.006972005,0.002126205,0.005917954,0.002139234,0.003453268,0.01701605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003109258,"about_ca_system_score_gemma":0.002373825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005319225,"about_ca_topic_score_gemma":0.004077627,"domain_scores_codex":[0.9989508,0.00007693526,0.00008290284,0.0002180498,0.0005063751,0.0001649478],"domain_scores_gemma":[0.9982165,0.0004291689,0.0001717587,0.0003073626,0.0006262314,0.0002490563],"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":[0.00004418318,0.00002376288,0.000813122,0.000154223,0.00001377795,0.00006182762,0.0002349346,0.0009003895,0.0008011668,0.7951646,0.09584758,0.1059405],"study_design_scores_gemma":[0.00001694376,0.00001779575,0.002250935,0.0001735907,0.00001844726,0.0003085694,0.0002576045,0.006296395,0.001505451,0.6311459,0.3579687,0.00003972024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0969293,0.009143287,0.1864447,0.01066225,0.009601302,0.0003771622,0.02090846,0.002966724,0.6629667],"genre_scores_gemma":[0.2947271,0.009824113,0.08512643,0.001335295,0.004410113,0.0006954108,0.03281653,0.00194317,0.5691218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04844912,"threshold_uncertainty_score":0.1620785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4238234604","doi":"10.1007/978-1-4614-7300-8_1","title":"Introduction","year":2013,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Advanced Combinatorial Mathematics","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":"York University; University of British Columbia","funders":"","keywords":"Noncommutative geometry; Mathematics; Hopf algebra; Algebra over a field; Pure mathematics; Variety (cybernetics); Representation theory","authors":[{"name":"Kurt Luoto","is_ca":true},{"name":"Stefan Mykytiuk","is_ca":true},{"name":"Stephanie van Willigenburg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03256834913794204,"gpt":0.2763916154425418,"spread":0.2438232663045997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005556489,0.0008901593,0.0005283686,0.001735264,0.001325062,0.004252969,0.001494452,0.001575796,0.5119258],"category_scores_gemma":[0.00202494,0.0002793824,0.0004981544,0.001489908,0.000822834,0.00356775,0.002531406,0.002054021,0.4047173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132436,"about_ca_system_score_gemma":0.001808603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165021,"about_ca_topic_score_gemma":0.002702952,"domain_scores_codex":[0.9994137,0.00006636003,0.000020236,0.0001274368,0.0003031603,0.00006908364],"domain_scores_gemma":[0.9993724,0.00009368182,0.00002662502,0.00009480455,0.0002822621,0.000130352],"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":[0.00002005766,0.00002934909,0.00008442601,0.0001928261,0.000002261903,0.00004126786,0.0001687257,0.0001327524,0.0003380292,0.08188882,0.7537096,0.1633919],"study_design_scores_gemma":[9.160728e-7,0.000003155195,0.00004327057,0.00005432933,6.009426e-7,0.00001977288,0.00002775463,0.00001384461,0.00004027184,0.005041271,0.9947531,0.000001666411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002729557,0.003234527,0.003247975,0.002606767,0.005409135,0.00006779943,0.0009684699,0.0003862759,0.9838061],"genre_scores_gemma":[0.00134689,0.002190427,0.0009479786,0.001174582,0.00127349,0.00005318076,0.000814588,0.0001962874,0.9920025],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4880742,"threshold_uncertainty_score":0.6961787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251582664","doi":"10.1007/978-3-030-27227-2_7","title":"Convexity","year":2019,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Graph theory and applications","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; University of Waterloo","funders":"","keywords":"Mathematics; Hermitian matrix; Torus; Eigenvalues and eigenvectors; Diagonal; Pure mathematics; Combinatorics; Convex hull; Convexity; Regular polygon; Geometry; Physics","authors":[{"name":"Shubham Dwivedi","is_ca":true},{"name":"Jonathan Herman","is_ca":true},{"name":"Lisa C. Jeffrey","is_ca":true},{"name":"Theo van den Hurk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05679464868255304,"gpt":0.2956336813579385,"spread":0.2388390326753855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003120801,0.001014468,0.0007331012,0.00153973,0.001567615,0.00387624,0.0008215201,0.0007258353,0.08115496],"category_scores_gemma":[0.00157818,0.0003874689,0.0007311159,0.001326609,0.002299236,0.003745504,0.002066949,0.003269809,0.0222766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755568,"about_ca_system_score_gemma":0.001005501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911946,"about_ca_topic_score_gemma":0.001740067,"domain_scores_codex":[0.9994955,0.00008395326,0.00002011942,0.0001399231,0.0001989659,0.00006148159],"domain_scores_gemma":[0.9996195,0.0001063156,0.00002360575,0.00008502887,0.0001338755,0.00003172386],"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":[0.000008512742,0.000006359245,0.00003343892,0.00005751324,0.00000534258,0.00002434335,0.00005882173,0.0003481587,0.0002134096,0.9189101,0.05745613,0.02287799],"study_design_scores_gemma":[0.000004393503,0.00000430878,0.0001314388,0.00003526731,0.000005452572,0.0001215948,0.0000552454,0.0005619163,0.0002489891,0.7447381,0.2540877,0.000005544272],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001801817,0.001954439,0.01844595,0.002159388,0.000636358,0.00002367581,0.0004926826,0.0001268224,0.9743589],"genre_scores_gemma":[0.113626,0.008593929,0.01351096,0.00183406,0.00188516,0.0001738417,0.001514997,0.00109332,0.8577677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08115496,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2975256892","doi":"10.1007/978-3-030-27227-2_5","title":"The Symplectic Structure on Coadjoint Orbits","year":2019,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Advanced Algebra and Geometry","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; University of Waterloo","funders":"","keywords":"Symplectic geometry; Action (physics); Orbit (dynamics); Mathematics; Pure mathematics; Lie group; Symplectic group; Lie algebra; Symplectomorphism; Adjoint representation; Symplectic representation; Algebra over a field; Moment map; Physics; Quantum mechanics","authors":[{"name":"Shubham Dwivedi","is_ca":true},{"name":"Jonathan Herman","is_ca":true},{"name":"Lisa C. Jeffrey","is_ca":true},{"name":"Theo van den Hurk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02958733693971781,"gpt":0.2833208519464862,"spread":0.2537335150067683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002210437,0.000507063,0.0003406051,0.001282897,0.001123912,0.002544719,0.0004009431,0.0008092611,0.006249691],"category_scores_gemma":[0.0005843382,0.0003374178,0.0002583057,0.00133301,0.003450169,0.003396049,0.001385593,0.001992376,0.001003847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009251046,"about_ca_system_score_gemma":0.0004808236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006973821,"about_ca_topic_score_gemma":0.0007198173,"domain_scores_codex":[0.999848,0.00003244882,0.000007431198,0.00002750675,0.00006512993,0.00001954804],"domain_scores_gemma":[0.9998708,0.00004150991,0.00001411073,0.0000260345,0.00002607015,0.00002154971],"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":[0.000003111203,0.000003668068,0.00002166931,0.00001342835,0.000001408337,0.00001810378,0.000149991,0.0001374951,0.000188075,0.9923447,0.002022813,0.005095555],"study_design_scores_gemma":[0.000002219075,0.000004851687,0.00009382053,0.00000897825,0.000001190135,0.00005483076,0.00005495808,0.0003831802,0.00006885285,0.9803208,0.01900345,0.000002860282],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0972684,0.0174641,0.04817298,0.007265127,0.004047406,0.0000380219,0.0002853136,0.0001333534,0.8253253],"genre_scores_gemma":[0.6625263,0.01044335,0.007454639,0.000732131,0.00423003,0.00004524987,0.0002276919,0.0001638299,0.3141768],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006249691,"threshold_uncertainty_score":0.02090734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404164323","doi":"10.1007/978-3-031-73758-9_6","title":"Proof of Theorem 5.2","year":2024,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Mathematics and Applications","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":"McGill University","funders":"","keywords":"Mathematics; Computer science; Calculus (dental); Medicine","authors":[{"name":"David Levanony","is_ca":false},{"name":"Peter E. Caines","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0471134436878016,"gpt":0.3044409520671928,"spread":0.2573275083793912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008676478,0.001494748,0.0009770864,0.00177282,0.001159329,0.001857449,0.001572523,0.0009907066,0.1026988],"category_scores_gemma":[0.002538748,0.0004307839,0.001631574,0.0008436237,0.001621129,0.002687705,0.003516873,0.003733463,0.01848108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372052,"about_ca_system_score_gemma":0.001086992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003543813,"about_ca_topic_score_gemma":0.00315032,"domain_scores_codex":[0.9993369,0.00006717732,0.00002618674,0.0001524744,0.00024356,0.0001736786],"domain_scores_gemma":[0.9985227,0.0003793016,0.00008180749,0.000162159,0.000736495,0.0001176109],"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":[0.0002661792,0.0001858879,0.0009523295,0.002024623,0.000180593,0.001064579,0.0006060344,0.001851273,0.01177222,0.6327934,0.2768771,0.07142583],"study_design_scores_gemma":[0.00009592812,0.0000742121,0.003864654,0.0003875981,0.0000909728,0.002025496,0.0004728649,0.004354888,0.00705334,0.5577282,0.4237881,0.00006373033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0131908,0.008053371,0.1727118,0.03619831,0.01063279,0.000506593,0.005649554,0.002199508,0.7508573],"genre_scores_gemma":[0.3601786,0.01108066,0.1566156,0.02916007,0.005498644,0.001266689,0.007331374,0.002461952,0.4264065],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1026988,"threshold_uncertainty_score":0.3435616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404164482","doi":"10.1007/978-3-031-73758-9_3","title":"Asymptotic Maximum Likelihood Identification","year":2024,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Control Systems and Identification","field":"Engineering","cited_by":0,"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":"Identification (biology); Maximum likelihood; Mathematics; Statistics; Biology","authors":[{"name":"David Levanony","is_ca":false},{"name":"Peter E. Caines","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009294297206890057,"gpt":0.2033971860509335,"spread":0.1941028888440434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000612914,0.000850344,0.0011353,0.0009130999,0.0003359994,0.001450814,0.0009761238,0.00143192,0.02218599],"category_scores_gemma":[0.002563473,0.0006108589,0.0005698843,0.0009816521,0.0007908951,0.00180295,0.001517284,0.001909987,0.02314753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003466972,"about_ca_system_score_gemma":0.000404727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003225663,"about_ca_topic_score_gemma":0.0004759886,"domain_scores_codex":[0.9994884,0.000139345,0.00001770181,0.0001031634,0.0002310691,0.00002033771],"domain_scores_gemma":[0.9994336,0.0002763024,0.00002448483,0.0001484326,0.0001050318,0.0000120447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004606149,0.00005734949,0.0001996665,0.0003544014,0.00005409708,0.0001349906,0.00009036637,0.05428869,0.004887467,0.1648041,0.08710124,0.6879815],"study_design_scores_gemma":[0.00001186579,0.00005033377,0.0007267599,0.0002074612,0.00003861919,0.000761073,0.00004616772,0.303008,0.00660107,0.4099685,0.2785197,0.00006040686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0007184124,0.003481126,0.9263446,0.0004705442,0.0004757461,0.00001646238,0.0001361278,0.001651853,0.06670517],"genre_scores_gemma":[0.1012625,0.01039551,0.4426769,0.001109228,0.001640129,0.0002250509,0.002143536,0.002404798,0.4381423],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02218599,"threshold_uncertainty_score":0.07421952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404164485","doi":"10.1007/978-3-031-73758-9_1","title":"Introduction","year":2024,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Control Systems and Identification","field":"Engineering","cited_by":0,"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":"Computer science","authors":[{"name":"David Levanony","is_ca":false},{"name":"Peter E. Caines","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008914098082687205,"gpt":0.1948394699331354,"spread":0.1859253718504482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006934627,0.0009953585,0.0005894127,0.001879772,0.00142427,0.004307624,0.001644514,0.001759956,0.6366902],"category_scores_gemma":[0.002530654,0.0003536484,0.0005640163,0.001624764,0.0006159046,0.00312982,0.002613673,0.001970394,0.5462641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296847,"about_ca_system_score_gemma":0.002064022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002351631,"about_ca_topic_score_gemma":0.003673104,"domain_scores_codex":[0.9992881,0.00007291492,0.00002428297,0.0001452004,0.0003911068,0.00007843852],"domain_scores_gemma":[0.9991171,0.0001224671,0.00003057322,0.0001313332,0.0004222506,0.0001762595],"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":[0.00002125221,0.00003020937,0.00007846101,0.0001457064,0.000002002814,0.00004014794,0.0001036976,0.0001040503,0.0003218787,0.03148739,0.8266692,0.1409961],"study_design_scores_gemma":[0.000001344113,0.000004451815,0.00004719415,0.00004698389,6.715211e-7,0.00002066242,0.00002524717,0.00001497608,0.00005035595,0.002954822,0.9968314,0.000001971741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003133844,0.002628125,0.004517441,0.002971528,0.005747378,0.0001355094,0.002529884,0.0009325347,0.9802243],"genre_scores_gemma":[0.0009430177,0.001460976,0.001230535,0.001038444,0.0007876935,0.00007257568,0.00171211,0.0002739887,0.9924805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6366902,"threshold_uncertainty_score":0.5182173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404164467","doi":"10.1007/978-3-031-73758-9_5","title":"Lagrangian Adaptation","year":2024,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Risk and Portfolio Optimization","field":"Decision Sciences","cited_by":0,"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":"Adaptation (eye); Computer science; Psychology; Neuroscience","authors":[{"name":"David Levanony","is_ca":false},{"name":"Peter E. Caines","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09154031797478444,"gpt":0.3385983098201315,"spread":0.247057991845347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003577854,0.0007994606,0.0006271465,0.0005481993,0.000381526,0.001185116,0.0007561045,0.000786397,0.04739121],"category_scores_gemma":[0.001447212,0.0003405022,0.0005938912,0.0005082859,0.0006483167,0.0009395347,0.001884254,0.001753042,0.01923422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004894357,"about_ca_system_score_gemma":0.0006162211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000906121,"about_ca_topic_score_gemma":0.0009962925,"domain_scores_codex":[0.9997506,0.0000560219,0.000008851973,0.00006974272,0.0000923696,0.00002244628],"domain_scores_gemma":[0.9997749,0.0000556139,0.00001587453,0.00007001966,0.00006335101,0.00002029028],"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":[0.00006012135,0.00008607659,0.0001689864,0.0001595416,0.00003641054,0.00008951574,0.00007117283,0.07745866,0.004462588,0.4380995,0.09341057,0.3858969],"study_design_scores_gemma":[0.00003827247,0.00006661622,0.0003014299,0.00009993539,0.00002727726,0.0002093627,0.00004344377,0.4145924,0.004585092,0.3217907,0.2582144,0.00003105147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.002919512,0.0008858615,0.7392861,0.0009332011,0.001047378,0.0000867081,0.0003476142,0.001419814,0.2530738],"genre_scores_gemma":[0.1448534,0.002290285,0.2569844,0.001234977,0.0006906272,0.0003798859,0.001630102,0.001941508,0.5899949],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04739121,"threshold_uncertainty_score":0.1585394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W653213499","doi":"10.1007/978-3-319-10139-2_2","title":"Fibre Metrics for Jet Bundles","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Geometric and 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":"Queen's University","funders":"","keywords":"Jet (fluid); Computer science; Physics; Mechanics","authors":[{"name":"Saber Jafarpour","is_ca":true},{"name":"Andrew D. Lewis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.057596959992518,"gpt":0.2969298588131062,"spread":0.2393328988205882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004265747,0.001308565,0.0006105981,0.002590504,0.001139286,0.003207114,0.0007556753,0.001138347,0.01296675],"category_scores_gemma":[0.0008506492,0.0004078351,0.0003409133,0.002356382,0.002024091,0.00516728,0.001744052,0.002720159,0.004050872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944672,"about_ca_system_score_gemma":0.0006200877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001305163,"about_ca_topic_score_gemma":0.001614202,"domain_scores_codex":[0.9996392,0.00007633095,0.00001972653,0.00005511062,0.0001727396,0.00003679006],"domain_scores_gemma":[0.9998127,0.00004268507,0.00001824681,0.00003500713,0.0000573461,0.00003413239],"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":[0.000002874858,0.000005684363,0.00002869389,0.00004075934,0.000002572429,0.00001957435,0.0001246432,0.0001321599,0.00027607,0.9637589,0.01850819,0.01709996],"study_design_scores_gemma":[0.00000221235,0.000006500653,0.0001680466,0.00004323983,0.000002416072,0.00008140255,0.00005550844,0.0005025606,0.0001106004,0.8473687,0.1516515,0.00000723826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01418179,0.06346992,0.06245942,0.006191209,0.0065328,0.00003497976,0.0006195999,0.0005222219,0.845988],"genre_scores_gemma":[0.2311098,0.05865098,0.02611562,0.001350237,0.01018309,0.0001371133,0.001510577,0.001028722,0.6699138],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01296675,"threshold_uncertainty_score":0.04337811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404164388","doi":"10.1007/978-3-031-73758-9_2","title":"Problem Statement","year":2024,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":0,"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":"Statement (logic); Computer science; Philosophy; Epistemology","authors":[{"name":"David Levanony","is_ca":false},{"name":"Peter E. Caines","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03418269600855502,"gpt":0.2342301654440772,"spread":0.2000474694355222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001728544,0.0009648913,0.00122792,0.0008455777,0.001070133,0.004124779,0.001927467,0.00492814,0.153723],"category_scores_gemma":[0.01241436,0.0003280822,0.0007508347,0.0008325799,0.001720586,0.003462515,0.002964713,0.003200759,0.02064703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008731055,"about_ca_system_score_gemma":0.002374534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696508,"about_ca_topic_score_gemma":0.001048168,"domain_scores_codex":[0.9983474,0.0004585176,0.00005829158,0.0006161115,0.0002811705,0.0002384732],"domain_scores_gemma":[0.9965414,0.002352812,0.0001597921,0.0002256645,0.0004787259,0.0002415546],"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":[0.0003617383,0.0002583372,0.001153926,0.001476228,0.00004848274,0.0006728783,0.0002299329,0.0289168,0.0006556888,0.4578197,0.3664721,0.1419341],"study_design_scores_gemma":[0.0001457593,0.0001239105,0.000362196,0.0004596119,0.00003782608,0.0006559411,0.0006622723,0.06799066,0.0008016641,0.683049,0.2456688,0.00004233779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0158862,0.004702761,0.4130515,0.08817721,0.008288052,0.002039355,0.01363154,0.001070371,0.453153],"genre_scores_gemma":[0.3510964,0.006572368,0.2066329,0.0187023,0.0111593,0.00397305,0.0127805,0.0008830608,0.3882001],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.153723,"threshold_uncertainty_score":0.5142547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404164359","doi":"10.1007/978-3-031-73758-9_4","title":"Geometric Results","year":2024,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Mathematics and Applications","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":"McGill University","funders":"","keywords":"Computer science","authors":[{"name":"David Levanony","is_ca":false},{"name":"Peter E. Caines","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06925235261988753,"gpt":0.3153203095308888,"spread":0.2460679569110013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004533638,0.0009859049,0.0007579463,0.0025071,0.001862612,0.003626958,0.001007239,0.0008774395,0.07088447],"category_scores_gemma":[0.001036288,0.0003781891,0.000802548,0.00216181,0.002694977,0.004539897,0.002771597,0.003108407,0.02312948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002070824,"about_ca_system_score_gemma":0.0008519068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001201205,"about_ca_topic_score_gemma":0.001363929,"domain_scores_codex":[0.9993834,0.0001123546,0.00002399796,0.0001203434,0.0002826472,0.0000772452],"domain_scores_gemma":[0.9997218,0.00006517011,0.00001774327,0.00006551422,0.00009199982,0.00003768111],"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":[0.000006193051,0.00000682643,0.00002515432,0.00005463356,0.000004680327,0.00001257807,0.00007960355,0.000144703,0.0001259493,0.9481653,0.03726492,0.01410958],"study_design_scores_gemma":[0.000004258198,0.000007212448,0.0001437656,0.00003826061,0.000006655383,0.00009577508,0.00007556408,0.0001719459,0.0001873792,0.6173529,0.3819113,0.00000496907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001776596,0.004198806,0.009881572,0.00202918,0.0009349367,0.00001386445,0.0002890058,0.0001006242,0.9807755],"genre_scores_gemma":[0.09283,0.01304717,0.009521918,0.001824732,0.003079753,0.00008251543,0.001399161,0.0005357341,0.877679],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07088447,"threshold_uncertainty_score":0.2371322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2735562153","doi":"10.1007/978-3-319-05852-8_9","title":"Phase Transition of $${\\mathcal{V}}^{u}$$","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","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 British Columbia","funders":"","keywords":"Phase transition; Physics; Condensed matter physics","authors":[{"name":"Alexander Drewitz","is_ca":false},{"name":"Balázs Ráth","is_ca":true},{"name":"Artëm Sapozhnikov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01492435803622818,"gpt":0.2529633426129786,"spread":0.2380389845767504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001315792,0.0002603976,0.0003104779,0.0006604534,0.0009142112,0.001556054,0.0005714244,0.0005924191,0.02428521],"category_scores_gemma":[0.0006634261,0.000192676,0.0002605059,0.0003101252,0.001095163,0.001013162,0.0007281902,0.0009704488,0.001919436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005533448,"about_ca_system_score_gemma":0.0003925351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000859242,"about_ca_topic_score_gemma":0.0007378271,"domain_scores_codex":[0.9998641,0.00002648327,0.000003115314,0.00002192394,0.00004928216,0.00003509297],"domain_scores_gemma":[0.9998895,0.0000399641,0.00001142398,0.0000161715,0.00002431551,0.0000185945],"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":[0.0000410584,0.00002097528,0.00004563917,0.00002932954,0.000005244604,0.00003305739,0.00005577699,0.000579225,0.004669769,0.9808933,0.00692918,0.00669742],"study_design_scores_gemma":[0.00003182365,0.00005168001,0.0003944018,0.00003293168,0.000006874029,0.0001909375,0.00008859795,0.02229997,0.008867758,0.9441752,0.02383142,0.00002845961],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3549309,0.002675767,0.06192265,0.005106552,0.002447294,0.0000944836,0.0005836427,0.00098035,0.5712584],"genre_scores_gemma":[0.9135502,0.0007747463,0.007726659,0.0006732643,0.0003334867,0.00008990677,0.0002654077,0.0004835837,0.07610276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02428521,"threshold_uncertainty_score":0.08124208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W238176661","doi":"10.1007/978-3-319-10139-2_6","title":"Time-Varying Vector Fields","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Advanced Banach Space Theory","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":"Queen's University","funders":"","keywords":"Vector (molecular biology); Computer science; Biology","authors":[{"name":"Saber Jafarpour","is_ca":true},{"name":"Andrew D. Lewis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02827091277982156,"gpt":0.2809068709353701,"spread":0.2526359581555485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002381722,0.0008551409,0.0004234785,0.0008136247,0.0003326781,0.001591543,0.0004801199,0.0006758847,0.01020817],"category_scores_gemma":[0.0004368631,0.0002406404,0.0002943397,0.001097627,0.001224791,0.002530452,0.000868861,0.001677662,0.0026615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006505545,"about_ca_system_score_gemma":0.0003012263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003627284,"about_ca_topic_score_gemma":0.0003422652,"domain_scores_codex":[0.9998813,0.00002245611,0.000006122858,0.00002543568,0.00005583086,0.000009002826],"domain_scores_gemma":[0.9999092,0.00002955641,0.00001128293,0.00001670547,0.00002223759,0.00001090508],"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":[0.000005264237,0.000005996705,0.00002294838,0.00005734308,0.000005062828,0.00002336884,0.00005693368,0.0015302,0.001172252,0.955488,0.01426111,0.02737135],"study_design_scores_gemma":[0.00000364371,0.00001664707,0.0002148959,0.0000675328,0.000007989393,0.0001438596,0.00004854367,0.006203264,0.0007937198,0.7735694,0.2189155,0.00001501028],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01154406,0.04537623,0.2544014,0.004241153,0.006297554,0.00002921371,0.0004535687,0.0004033955,0.6772534],"genre_scores_gemma":[0.1743498,0.05370211,0.02639116,0.001146837,0.005511972,0.00007540132,0.0006293969,0.0004733169,0.73772],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01020817,"threshold_uncertainty_score":0.03414971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W363800167","doi":"10.1007/978-3-319-10139-2_4","title":"The COhol-Topology for the Space of Holomorphic Vector Fields","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Advanced Differential Equations and Dynamical Systems","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":"Queen's University","funders":"","keywords":"Holomorphic function; Topology (electrical circuits); Vector field; Analyticity of holomorphic functions; Section (typography); Identity theorem; Mathematics; Pure mathematics; Vector space; Space (punctuation); Computer science; Geometry; Combinatorics","authors":[{"name":"Saber Jafarpour","is_ca":true},{"name":"Andrew D. Lewis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0446877910707393,"gpt":0.3028011621963141,"spread":0.2581133711255749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005707847,0.0007961232,0.0004869987,0.002242339,0.001342518,0.004111598,0.0006162366,0.0008671312,0.009074449],"category_scores_gemma":[0.00115371,0.0002305296,0.0003850101,0.002117707,0.003362489,0.005696555,0.001441427,0.002399186,0.001512899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140387,"about_ca_system_score_gemma":0.000764147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165479,"about_ca_topic_score_gemma":0.0009620091,"domain_scores_codex":[0.9996512,0.00009781046,0.00001823002,0.00006339944,0.0001225187,0.00004688622],"domain_scores_gemma":[0.9996039,0.0001501034,0.00003105595,0.00004716109,0.00009880521,0.00006888776],"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":[0.000002546873,0.00000174683,0.00001898921,0.00002019353,0.000001251381,0.00001008292,0.00006886261,0.00005502671,0.0001577431,0.9931351,0.002659921,0.003868498],"study_design_scores_gemma":[0.000002842628,0.000006873746,0.00009904346,0.00002043794,0.000001557422,0.00006527596,0.00009022775,0.0004490963,0.0001342286,0.9363272,0.06279738,0.000005759734],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03292313,0.05611914,0.09959636,0.009778561,0.004258315,0.00005461322,0.0007258646,0.0001958247,0.7963482],"genre_scores_gemma":[0.6072318,0.04634101,0.04094816,0.00251625,0.007221918,0.000205454,0.00107713,0.0003738223,0.2940845],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009074449,"threshold_uncertainty_score":0.03035706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246341320","doi":"10.1007/978-3-319-10139-2_1","title":"Introduction","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Holomorphic and Operator Theory","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":"Queen's University","funders":"","keywords":"Environmental science","authors":[{"name":"Saber Jafarpour","is_ca":true},{"name":"Andrew D. Lewis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03086010070243771,"gpt":0.2643742127766116,"spread":0.2335141120741738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006325754,0.0009434947,0.000532796,0.001782194,0.001222294,0.003877707,0.00144833,0.001603778,0.4521161],"category_scores_gemma":[0.002196322,0.0002878552,0.0004925386,0.001465866,0.0008221666,0.00371875,0.002364368,0.002039231,0.3496924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001354469,"about_ca_system_score_gemma":0.001723505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452503,"about_ca_topic_score_gemma":0.002339409,"domain_scores_codex":[0.9993829,0.0000810951,0.00002301311,0.0001364333,0.0003100965,0.00006644784],"domain_scores_gemma":[0.9993962,0.00009499659,0.00002602782,0.00009785362,0.0002767092,0.0001082219],"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":[0.00002028707,0.00003183123,0.0000810145,0.0002138282,0.000002805946,0.00004085138,0.0001611807,0.000182727,0.0003640398,0.1193545,0.702822,0.176725],"study_design_scores_gemma":[0.000001007243,0.000003407975,0.00004256974,0.00005994669,6.947573e-7,0.00002109336,0.00002669661,0.00001990566,0.00005197635,0.008782616,0.9909882,0.000001987998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003431776,0.004308059,0.005318794,0.00322876,0.006128203,0.00007501008,0.001094674,0.0004637862,0.9790395],"genre_scores_gemma":[0.001686309,0.002638833,0.00148706,0.001235093,0.001383649,0.00005917721,0.0009241661,0.000247214,0.9903385],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4521161,"threshold_uncertainty_score":0.7814898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W156562375","doi":"10.1007/978-3-319-11707-2_2","title":"Local Dynamics of a Parabolic Germ","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Advanced Differential Equations and Dynamical Systems","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":"Germ; Infinity; Simple (philosophy); Mathematics; Dynamics (music); Parabolic partial differential equation; Mathematical analysis; Physics; Partial differential equation","authors":[{"name":"Oscar E. Lanford","is_ca":true},{"name":"Michael Yampolsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02809396047319523,"gpt":0.2822229647038212,"spread":0.254129004230626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003192088,0.0006377979,0.0004724003,0.0009370847,0.0009437954,0.001911324,0.0006546411,0.0007079911,0.007313252],"category_scores_gemma":[0.0005515213,0.0003077096,0.0004920444,0.0006201545,0.002056438,0.002457519,0.002106788,0.001955349,0.0009842499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153623,"about_ca_system_score_gemma":0.0003849561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000769825,"about_ca_topic_score_gemma":0.0003886301,"domain_scores_codex":[0.9998555,0.00003677259,0.000005337748,0.00003228894,0.00004698395,0.0000230337],"domain_scores_gemma":[0.9998746,0.00002419486,0.00001628161,0.00001739013,0.00002579433,0.00004171258],"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":[0.00001012561,0.000009514673,0.00005560114,0.00002103481,0.000006169267,0.00005573253,0.0001953121,0.0007764362,0.001046943,0.9937039,0.001468805,0.002650477],"study_design_scores_gemma":[0.00001948865,0.00002738631,0.0002429751,0.00001595004,0.000007276337,0.0001617008,0.0001427293,0.006293096,0.0004242553,0.9823357,0.01031868,0.00001068556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3714359,0.004519584,0.1806467,0.007163338,0.001243337,0.00007919483,0.0005268258,0.0005323729,0.4338526],"genre_scores_gemma":[0.8273351,0.002312603,0.008499055,0.0004638422,0.0008110063,0.00006806834,0.0002235206,0.0002162353,0.1600706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007313252,"threshold_uncertainty_score":0.02446526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W605070587","doi":"10.1007/978-3-319-10139-2_3","title":"The Compact-Open Topologies for the Spaces of Finitely Differentiable, Lipschitz, and Smooth Vector Fields","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Geometric Analysis and Curvature Flows","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":"Queen's University","funders":"","keywords":"Differentiable function; Lipschitz continuity; Mathematics; Pure mathematics; Network topology; Topology (electrical circuits); Computer science; Combinatorics; Computer network","authors":[{"name":"Saber Jafarpour","is_ca":true},{"name":"Andrew D. Lewis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0667839357616936,"gpt":0.3046071940955619,"spread":0.2378232583338682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010808,0.001114807,0.0007034108,0.001939914,0.0009755456,0.005218965,0.001138869,0.00141694,0.006198316],"category_scores_gemma":[0.003747665,0.0004637404,0.0006976756,0.001961326,0.004675492,0.008832364,0.002635282,0.004674735,0.001633125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413772,"about_ca_system_score_gemma":0.0007288852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005404086,"about_ca_topic_score_gemma":0.0005477361,"domain_scores_codex":[0.9992682,0.0002118863,0.00005546202,0.0001182124,0.0002961874,0.00004999512],"domain_scores_gemma":[0.9987221,0.0006731034,0.0001095604,0.0001559814,0.0001889612,0.00015022],"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":[0.000003706366,0.000002580886,0.00001511728,0.00002894238,0.000001396323,0.000009836213,0.00007166956,0.0001315228,0.0001382452,0.9923413,0.002093694,0.005162086],"study_design_scores_gemma":[0.000002875768,0.00000626159,0.00006690019,0.00002907682,0.000001636307,0.00005416405,0.00004494218,0.0007595186,0.0001147457,0.9701552,0.02876007,0.000004706736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0338093,0.1139184,0.4085015,0.01579131,0.005521371,0.00008109304,0.001300096,0.000493602,0.4205833],"genre_scores_gemma":[0.5329544,0.08096664,0.1486916,0.002878478,0.008372336,0.0004388372,0.002056223,0.0007645587,0.222877],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006198316,"threshold_uncertainty_score":0.02073544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W436547277","doi":"10.1007/978-3-319-10139-2_5","title":"The C ω -Topology for the Space of Real Analytic Vector Fields","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Holomorphic and Operator Theory","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":"Queen's University","funders":"","keywords":"Topology (electrical circuits); Space (punctuation); Vector field; Vector space; Computer science; Mathematics; Pure mathematics; Geometry; Combinatorics","authors":[{"name":"Saber Jafarpour","is_ca":true},{"name":"Andrew D. Lewis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04078937418620401,"gpt":0.2986329038112394,"spread":0.2578435296250354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006892511,0.0009708257,0.0004836895,0.001930955,0.0009941544,0.004502501,0.0008635486,0.001188035,0.007449022],"category_scores_gemma":[0.001262646,0.0002439763,0.0004165195,0.002107601,0.003479877,0.006318169,0.0014343,0.003205569,0.001859398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336961,"about_ca_system_score_gemma":0.0006610653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007643736,"about_ca_topic_score_gemma":0.0005486348,"domain_scores_codex":[0.9996015,0.0001199443,0.00002521379,0.00007690641,0.0001380628,0.00003824947],"domain_scores_gemma":[0.9995267,0.0002003929,0.00004487026,0.00005775048,0.00009296818,0.00007722181],"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":[0.000002864144,0.000002235858,0.00001221806,0.00002538252,0.000001212734,0.00001211676,0.00005764495,0.00008302338,0.0002262736,0.9911605,0.003565474,0.004851045],"study_design_scores_gemma":[0.000002909487,0.000008525296,0.0001056598,0.0000308763,0.000001593954,0.00008083525,0.00007053353,0.0005648409,0.0001185051,0.9275634,0.07144583,0.000006454174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02333517,0.06832295,0.1185643,0.01242846,0.005546522,0.00003840707,0.0005771192,0.0002563603,0.7709307],"genre_scores_gemma":[0.4662141,0.06810518,0.05984092,0.004122855,0.008391756,0.0002492216,0.0009969178,0.00053553,0.3915436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007449022,"threshold_uncertainty_score":0.02491951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W621031834","doi":"10.1007/978-3-319-05852-8_3","title":"Random Walk on the Torus and Random Interlacements","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Stochastic processes and statistical mechanics","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 British Columbia","funders":"","keywords":"Random walk; Torus; Statistical physics; Computer science; Mathematics; Physics; Statistics; Geometry","authors":[{"name":"Alexander Drewitz","is_ca":false},{"name":"Balázs Ráth","is_ca":true},{"name":"Artëm Sapozhnikov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04225846219977444,"gpt":0.2842536354318906,"spread":0.2419951732321162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007373337,0.0007398317,0.00073411,0.00116901,0.0007207323,0.002443156,0.0007407082,0.001012003,0.005820109],"category_scores_gemma":[0.003347314,0.0003670818,0.0006939275,0.001333007,0.002499955,0.00345241,0.001011296,0.001560481,0.001022205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009011517,"about_ca_system_score_gemma":0.0005368072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006448351,"about_ca_topic_score_gemma":0.000424921,"domain_scores_codex":[0.9993851,0.0002026065,0.00003024198,0.000127557,0.000186237,0.00006828518],"domain_scores_gemma":[0.9989716,0.0005159733,0.0001308423,0.0001501778,0.0001163144,0.0001151111],"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":[0.000007047528,0.000004305258,0.00003504156,0.00002067669,0.000004036593,0.00002739823,0.00003935417,0.002524323,0.0001756277,0.9925941,0.001731345,0.002836732],"study_design_scores_gemma":[0.000004734838,0.00001064597,0.000102585,0.00001132932,0.000003249453,0.00005544947,0.00002970689,0.009112347,0.0001138548,0.9823356,0.008212912,0.000007494192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1494622,0.02881823,0.5014431,0.007939858,0.003534776,0.00007999201,0.0007163135,0.0004932182,0.3075123],"genre_scores_gemma":[0.8163267,0.0170555,0.03911567,0.0006881958,0.003218208,0.0001369655,0.0004853924,0.0003982478,0.1225751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005820109,"threshold_uncertainty_score":0.01947016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254877965","doi":"10.1007/978-3-319-11707-2_1","title":"Introduction","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Nonlinear Dynamics and Pattern Formation","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 Toronto","funders":"","keywords":"Computer science","authors":[{"name":"Oscar E. Lanford","is_ca":false},{"name":"Michael Yampolsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0117459844587811,"gpt":0.2150135434961177,"spread":0.2032675590373366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00074029,0.0009715179,0.000569956,0.001823756,0.00133462,0.004136853,0.001702414,0.001784707,0.5918793],"category_scores_gemma":[0.002868176,0.0003121735,0.0005556356,0.001579162,0.0007010117,0.003304251,0.002879015,0.001924271,0.4937868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234653,"about_ca_system_score_gemma":0.002011207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712155,"about_ca_topic_score_gemma":0.002529709,"domain_scores_codex":[0.9992409,0.00008409348,0.00002820494,0.0001543071,0.0004080872,0.00008439596],"domain_scores_gemma":[0.999035,0.0001377534,0.00003751665,0.000154037,0.0004324765,0.0002032429],"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":[0.000024097,0.00003213374,0.00009772968,0.0001811208,0.000002707585,0.00004288269,0.0001174216,0.0001228372,0.0003805854,0.04832441,0.7760146,0.1746596],"study_design_scores_gemma":[0.000001466791,0.000005150683,0.00004806194,0.00005237858,8.229979e-7,0.00002410489,0.00002621542,0.00001866416,0.0000632031,0.00416824,0.9955895,0.000002201033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004022588,0.003559449,0.006370123,0.00388679,0.007984552,0.0001388502,0.002196734,0.0009586153,0.9745026],"genre_scores_gemma":[0.001582704,0.002135563,0.001727935,0.001416346,0.001318864,0.00009841663,0.001760793,0.0003189569,0.9896404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4081207,"threshold_uncertainty_score":0.5821346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738262266","doi":"","title":"Points in ℙ1×ℙ1","year":2015,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"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":"Computer science","authors":[{"name":"Elena Guardo","is_ca":false},{"name":"Adam Van Tuyl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09676383025082667,"gpt":0.3423049698846889,"spread":0.2455411396338622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009602101,0.0008262061,0.0005128459,0.001481121,0.004541496,0.008114832,0.00121852,0.002347112,0.1296626],"category_scores_gemma":[0.004120637,0.0003396591,0.0007826284,0.001595203,0.005857717,0.006364363,0.00409025,0.006344715,0.07452258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00264291,"about_ca_system_score_gemma":0.001870346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004469456,"about_ca_topic_score_gemma":0.00598295,"domain_scores_codex":[0.9986546,0.0002526869,0.0000499077,0.0002568718,0.0005946794,0.0001912995],"domain_scores_gemma":[0.9989492,0.0001777541,0.00005776794,0.0002263927,0.0004540298,0.0001348498],"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":[0.00003082432,0.00001091939,0.0001142032,0.00007615557,0.000005738316,0.00009081189,0.002275048,0.0000663114,0.0001620659,0.5978661,0.3450026,0.05429927],"study_design_scores_gemma":[0.000002932013,0.000006754484,0.00008353456,0.00008251506,0.000002427875,0.00004218382,0.0009301227,0.00002763521,0.00009728448,0.04477084,0.9539484,0.000005335853],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000912389,0.002130373,0.003958899,0.01545571,0.008923141,0.00004301126,0.0001598385,0.00015347,0.9682631],"genre_scores_gemma":[0.02334401,0.00195622,0.001422092,0.00426146,0.002676443,0.0000674521,0.0001962342,0.0002735241,0.9658025],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1296626,"threshold_uncertainty_score":0.4337646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W577803372","doi":"10.1007/978-3-319-05852-8_1","title":"Random Walk, Green Function, and Equilibrium Measure","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Stochastic processes and statistical mechanics","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 British Columbia","funders":"","keywords":"Measure (data warehouse); Random walk; Function (biology); Statistical physics; Mathematics; Mathematical economics; Statistics; Computer science; Physics; Data mining; Biology; Evolutionary biology","authors":[{"name":"Alexander Drewitz","is_ca":false},{"name":"Balázs Ráth","is_ca":true},{"name":"Artëm Sapozhnikov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03671268478646767,"gpt":0.2628318538807943,"spread":0.2261191690943266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006727694,0.001169419,0.0009296533,0.001606359,0.0006271175,0.002878396,0.0009742127,0.00191599,0.006556958],"category_scores_gemma":[0.002214475,0.0004548491,0.0005151073,0.002249918,0.002708093,0.003942163,0.0008516776,0.002688166,0.001763871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377198,"about_ca_system_score_gemma":0.0008818221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001977492,"about_ca_topic_score_gemma":0.001672525,"domain_scores_codex":[0.9996667,0.00009171521,0.00001543221,0.00007971434,0.0001139206,0.00003258737],"domain_scores_gemma":[0.9995806,0.0002190099,0.00004888087,0.00004360476,0.00007252205,0.00003536263],"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":[0.000002869654,0.000007957271,0.0000453856,0.00003926831,0.000003043126,0.00001250741,0.00003540319,0.001154038,0.0001261398,0.9838519,0.00780421,0.006917302],"study_design_scores_gemma":[0.000001487875,0.000002318009,0.00008355497,0.00001563331,0.000001786749,0.00002400968,0.00001381228,0.002204542,0.00002267957,0.987956,0.009670248,0.000003848457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04541951,0.1886083,0.2719829,0.02139823,0.005540294,0.00006313471,0.0009378605,0.0005883357,0.4654615],"genre_scores_gemma":[0.5332494,0.1111578,0.05990945,0.003610951,0.01110689,0.0002691179,0.001187787,0.0007491814,0.2787594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006556958,"threshold_uncertainty_score":0.02193522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W595769326","doi":"10.1007/978-3-319-05852-8_7","title":"Source of Correlations and Decorrelation via Coupling","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Stochastic processes and statistical mechanics","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 British Columbia","funders":"","keywords":"Decorrelation; Coupling (piping); Geology; Physics; Computer science; Mathematics; Algorithm; Engineering; Mechanical engineering","authors":[{"name":"Alexander Drewitz","is_ca":false},{"name":"Balázs Ráth","is_ca":true},{"name":"Artëm Sapozhnikov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03138247257053537,"gpt":0.2762636298632843,"spread":0.2448811572927489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001039646,0.0009523514,0.001236546,0.001097531,0.0005821302,0.002640677,0.001330025,0.001989681,0.004452444],"category_scores_gemma":[0.005924904,0.0008828974,0.0008009349,0.001141832,0.002829933,0.003589001,0.002506968,0.003167412,0.0007595103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006941305,"about_ca_system_score_gemma":0.000518324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004353325,"about_ca_topic_score_gemma":0.0002983576,"domain_scores_codex":[0.999221,0.0002574991,0.00003266632,0.0001695357,0.0002499953,0.00006932313],"domain_scores_gemma":[0.9972495,0.001670633,0.000232526,0.0004811443,0.0002504267,0.0001156902],"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":[0.00001637041,0.00000815865,0.0001109853,0.00004916567,0.000021032,0.00007329604,0.00008365915,0.007005637,0.001047015,0.9858305,0.001085886,0.004668265],"study_design_scores_gemma":[0.00000573628,0.000008293442,0.000177382,0.0000158417,0.000009098138,0.0000946558,0.00001567073,0.02773685,0.0002801346,0.9694673,0.002173173,0.00001581857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07584912,0.007371172,0.7857915,0.003503601,0.0008343087,0.00004144642,0.0003384163,0.0004966245,0.1257739],"genre_scores_gemma":[0.8955535,0.006252029,0.05567908,0.0007767228,0.001581798,0.0001094112,0.0003013322,0.0004946743,0.03925139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004452444,"threshold_uncertainty_score":0.0148949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}