{"meta":{"query_hash":"fb2d847f3ccb","filters":{"venue":"Demonstratio Mathematica"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/fb2d847f3ccb","api":"https://metacan.xera.ac/api/v1/cohort?venue=Demonstratio+Mathematica"},"results":[{"id":"W1974459412","doi":"10.2478/dema-2014-0016","title":"Slice Theorem For Differential Spaces And Reduction By Stages","year":2014,"lang":"en","type":"article","venue":"Demonstratio Mathematica","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mathematics; Homogeneous space; Locally compact space; Quotient; Quotient space (topology); Reduction (mathematics); Group action; Pure mathematics; Lie group; Topology (electrical circuits); Group (periodic table); Combinatorics; Geometry; Quantum mechanics","score_opus":0.018514771342441436,"score_gpt":0.28590633937170085,"score_spread":0.2673915680292594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974459412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7282845,0.0000448511,0.26134902,0.001848989,0.00018013961,0.00059555157,0.000020254989,0.00015774739,0.007518987],"genre_scores_gemma":[0.96994334,0.000009346893,0.028402574,0.000052693777,0.00013908623,0.00012994226,0.000011212336,0.00002616809,0.0012856101],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99888426,0.00012678701,0.0003383803,0.00027315505,0.00011749352,0.00025989558],"domain_scores_gemma":[0.99844027,0.0010034434,0.00016283034,0.00027383765,0.00004291483,0.00007672293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041771118,0.0001880057,0.00033819492,0.00004657006,0.00019417546,0.0000627642,0.00013675953,0.00017232582,0.00020886911],"category_scores_gemma":[0.00050832704,0.00015597508,0.000064190055,0.000047651683,0.00036074818,0.00009091195,0.00003117474,0.00011812611,0.000014799578],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019947323,0.000110798916,0.00004526749,0.0001718105,0.000052236654,3.2969083e-7,0.0007035435,6.277569e-8,0.0063351835,0.9844991,0.005572222,0.0024894942],"study_design_scores_gemma":[0.0004723926,0.00019251612,0.000037043894,0.000027311851,0.00010652663,0.00009793715,0.00040601025,0.0008503621,0.010752711,0.9857478,0.0011145176,0.00019483358],"about_ca_topic_score_codex":0.0000026520659,"about_ca_topic_score_gemma":0.000007631036,"teacher_disagreement_score":0.2416589,"about_ca_system_score_codex":0.0000107186015,"about_ca_system_score_gemma":0.000021714282,"threshold_uncertainty_score":0.6360479},"labels":[],"label_agreement":null},{"id":"W272196518","doi":"10.1515/dema-2013-0425","title":"Idempotent tree languages","year":2013,"lang":"en","type":"article","venue":"Demonstratio Mathematica","topic":"semigroups and automata theory","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Mathematics; Idempotence; Tree (set theory); Pure mathematics; Combinatorics","score_opus":0.009053640755379136,"score_gpt":0.22744410840890125,"score_spread":0.2183904676535221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W272196518","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.067282856,0.00015707644,0.8033496,0.0036358202,0.000105125975,0.0003917756,0.0000014123957,0.0006673625,0.12440895],"genre_scores_gemma":[0.8247569,0.000004122674,0.17391151,0.00046845744,0.000043987966,0.000062335006,0.000001583137,0.000009150153,0.00074195635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990634,0.000038504953,0.00024586997,0.00021881322,0.00020503771,0.00022840699],"domain_scores_gemma":[0.99908656,0.00015159242,0.00007231868,0.0005627617,0.000035777382,0.00009096761],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018925822,0.00012496396,0.00015309078,0.000053362666,0.00007957968,0.00027993805,0.0006167015,0.000046263754,0.000296438],"category_scores_gemma":[0.00005518137,0.00009591891,0.000064154425,0.00015164714,0.000046146208,0.00056203845,0.000100338504,0.00007522129,0.0017443675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.636141e-7,0.000081313105,0.000064981534,0.000027686046,0.000017502074,0.000011577967,0.000637465,0.0000022263928,0.0055274647,0.9127823,0.0073863,0.07346091],"study_design_scores_gemma":[0.00034720148,0.00008599203,0.0051827496,0.00008677146,0.000015726207,0.0001871465,0.00074301445,0.17616671,0.012185088,0.8036237,0.0008534607,0.0005224416],"about_ca_topic_score_codex":0.0000106544885,"about_ca_topic_score_gemma":0.0000022522324,"teacher_disagreement_score":0.75747406,"about_ca_system_score_codex":0.000011380191,"about_ca_system_score_gemma":0.000024462444,"threshold_uncertainty_score":0.9990329},"labels":[],"label_agreement":null},{"id":"W4415009434","doi":"10.1515/dema-2025-0141","title":"Norm constrained empirical portfolio optimization with stochastic dominance: Robust optimization non-asymptotics","year":2025,"lang":"en","type":"article","venue":"Demonstratio Mathematica","topic":"Risk and Portfolio Optimization","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Stochastic dominance; Independent and identically distributed random variables; Robust optimization; Dual (grammatical number); Stochastic optimization; Optimization problem; Norm (philosophy); Random variable; Portfolio","score_opus":0.041905185787907334,"score_gpt":0.3390720348412047,"score_spread":0.2971668490532974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415009434","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004383079,0.000038010206,0.9411365,0.00097367645,0.00026144003,0.000970039,0.000022311551,0.0001451881,0.052069787],"genre_scores_gemma":[0.478362,0.000068620815,0.5178145,0.00036193704,0.00008459141,0.00009720882,0.00009585896,0.000042513526,0.003072772],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9954906,0.00014766473,0.0016680926,0.00082473416,0.0013662066,0.00050271006],"domain_scores_gemma":[0.995975,0.0010610366,0.00075749017,0.00097526313,0.001021709,0.00020948845],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014755081,0.0004507726,0.00074376684,0.00072132796,0.00047617164,0.00069921085,0.00065774354,0.0002900835,0.00074822054],"category_scores_gemma":[0.0016005973,0.00033867353,0.0001542216,0.0026846614,0.00042644228,0.0007785229,0.0000887768,0.00026627118,0.00009010493],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007957819,0.00019699604,0.0010042835,0.000016872998,0.000050673454,0.000011322996,0.0003143985,0.9846694,0.0000073256147,0.008280374,0.0034154116,0.001953366],"study_design_scores_gemma":[0.001102944,0.00012886256,0.0003210829,0.00014228963,0.00014702328,0.00006698482,0.0006790932,0.99036753,0.00008069766,0.0064559537,0.00012738902,0.0003801443],"about_ca_topic_score_codex":0.0000050747904,"about_ca_topic_score_gemma":0.000013304228,"teacher_disagreement_score":0.4739789,"about_ca_system_score_codex":0.00009347688,"about_ca_system_score_gemma":0.00077068893,"threshold_uncertainty_score":0.99990654},"labels":[],"label_agreement":null},{"id":"W878927669","doi":"10.1515/dema-2010-0203","title":"EFFECTIVE REGULARITY CRITERIA FOR ANALYTIC MAPPINGS","year":2010,"lang":"en","type":"article","venue":"Demonstratio Mathematica","topic":"Advanced Differential Equations and Dynamical Systems","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Pure mathematics; Applied mathematics","score_opus":0.03476228200850884,"score_gpt":0.3553007705955641,"score_spread":0.32053848858705525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W878927669","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15471956,0.000004430579,0.8368333,0.000245603,0.00025237803,0.0015972884,0.000037394446,0.00017284762,0.0061372155],"genre_scores_gemma":[0.7275181,3.0304582e-7,0.27134985,0.000024231189,0.00015642148,0.0004083531,0.000016913837,0.000029237108,0.000496626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985491,0.0000514666,0.00054775126,0.0003189347,0.0002263437,0.00030642032],"domain_scores_gemma":[0.997654,0.0013278516,0.00021843995,0.00049526914,0.00017238803,0.00013200221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005596283,0.00022460482,0.0004397251,0.000081059894,0.00021531593,0.00011420046,0.00019799688,0.00016807449,0.0002167491],"category_scores_gemma":[0.001729683,0.00018734358,0.00019675284,0.00016270956,0.00012221151,0.0001715729,0.000034112934,0.00021133265,0.00003762921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014879069,0.00020710749,0.000039829993,0.00037841816,0.00005653892,0.0000011399393,0.00022182743,7.677739e-7,0.02591283,0.9697909,0.0006036092,0.002772157],"study_design_scores_gemma":[0.00045337836,0.000063015665,0.00021327451,0.000060658476,0.000097249715,0.000021038257,0.0000708547,0.0462325,0.0016574352,0.95045704,0.00043826355,0.00023530328],"about_ca_topic_score_codex":0.0000043061364,"about_ca_topic_score_gemma":0.000058031314,"teacher_disagreement_score":0.5727985,"about_ca_system_score_codex":0.00002715673,"about_ca_system_score_gemma":0.00003282731,"threshold_uncertainty_score":0.76396495},"labels":[],"label_agreement":null},{"id":"W930308029","doi":"10.1515/dema-2013-0312","title":"On the sign of <i>L</i>(<i>f</i>) and its “error term” when <i>f</i> is an n-convex function","year":2011,"lang":"en","type":"article","venue":"Demonstratio Mathematica","topic":"Mathematical Inequalities and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Mathematics; Term (time); Sign (mathematics); Regular polygon; Function (biology); Combinatorics; Pure mathematics; Mathematical analysis; Geometry","score_opus":0.18868997483226116,"score_gpt":0.31444469729891006,"score_spread":0.1257547224666489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W930308029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86485285,0.00005998039,0.040652815,0.0016904518,0.00006008063,0.0019476118,0.000096836346,0.00022553149,0.090413846],"genre_scores_gemma":[0.98042804,0.0000075497514,0.017766718,0.00082077977,0.000041718817,0.0002520351,0.0000042924335,0.000045703382,0.0006331831],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99811447,0.0001231671,0.0007830253,0.0003268484,0.00037099855,0.0002814676],"domain_scores_gemma":[0.9974235,0.0011845262,0.00036325495,0.00077738694,0.000106789266,0.00014452974],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068481633,0.0002848964,0.00043997128,0.000061079234,0.00020466579,0.000049832102,0.0003411734,0.00012616068,0.0027245977],"category_scores_gemma":[0.0002600358,0.00018636227,0.0001141194,0.00012002389,0.00018946711,0.00020516459,0.000058570648,0.00019376246,0.00012126652],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002100121,0.00046475348,0.000010768963,0.00032830928,0.000053406933,7.743976e-7,0.006721612,5.016686e-8,0.0010431383,0.987913,0.0030849224,0.00035826387],"study_design_scores_gemma":[0.00020343134,0.0002581622,0.000040432984,0.000113362425,0.00013697351,0.000015829168,0.0011800032,0.0022938796,0.009007293,0.98642707,0.00010522317,0.0002183145],"about_ca_topic_score_codex":0.0000044962185,"about_ca_topic_score_gemma":0.0000060795974,"teacher_disagreement_score":0.11557517,"about_ca_system_score_codex":0.000010342244,"about_ca_system_score_gemma":0.000034210832,"threshold_uncertainty_score":0.99818707},"labels":[],"label_agreement":null}]}