{"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6628323,0.00089272665,0.24163458,0.0008760227,0.00017529243,0.00014319291,0.000508158,0.00033573472,0.09260206],"genre_scores_gemma":[0.9792452,0.00022386322,0.010360051,0.00007185535,0.000046350757,0.000055129934,0.00018950185,0.000058785554,0.009749219],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99959224,0.000068519505,0.000022855558,0.00007592509,0.00015506454,0.00008543142],"domain_scores_gemma":[0.99970907,0.00008281225,0.00003266328,0.000057641933,0.00006341254,0.00005436536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005494308,0.00038184118,0.00045239154,0.0010375165,0.0007107543,0.0011056946,0.00045261558,0.00033448802,0.004985254],"category_scores_gemma":[0.0008702476,0.0002146232,0.0010544112,0.00036517216,0.0019485664,0.002168313,0.0021045995,0.00093409,0.00037640476],"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":[0.000020035688,0.000009196139,0.00040118812,0.000021641628,0.000011349555,0.000114162256,0.00024469342,0.00057192316,0.0023901449,0.9935802,0.00027198595,0.0023634075],"study_design_scores_gemma":[0.00002510873,0.00009992208,0.0013506067,0.000016566904,0.000024980898,0.0003867793,0.00029346527,0.009428368,0.006157486,0.97347295,0.008725172,0.000018527671],"about_ca_topic_score_codex":0.0010369399,"about_ca_topic_score_gemma":0.0008049426,"teacher_disagreement_score":0.004985254,"about_ca_system_score_codex":0.00074853783,"about_ca_system_score_gemma":0.0003714387,"threshold_uncertainty_score":0.01667732},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7175947,0.00087257824,0.2438387,0.000374224,0.0001806229,0.00007183334,0.00036521663,0.0004778371,0.036224287],"genre_scores_gemma":[0.9606399,0.00021699384,0.03027947,0.000098960554,0.00013170017,0.00008462236,0.00020696002,0.000090844915,0.008250619],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99839133,0.00026199452,0.00014089243,0.00042162873,0.00058452337,0.0001996526],"domain_scores_gemma":[0.9971136,0.0011613754,0.000413238,0.00037837602,0.00058945466,0.00034396423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015058811,0.00023811066,0.00044321382,0.0014044577,0.0011335836,0.0024945186,0.0007973713,0.00051942345,0.0023250345],"category_scores_gemma":[0.002772124,0.00037556444,0.0006224514,0.0006079299,0.0025934326,0.0034093554,0.0014009832,0.0011504369,0.00043694588],"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":[0.00011987895,0.000050590934,0.0013839836,0.000063226915,0.000014001167,0.00049079023,0.0016437807,0.0012395295,0.022890309,0.96332896,0.00046178282,0.008313106],"study_design_scores_gemma":[0.000052759697,0.00019929919,0.0020950902,0.00006657478,0.000040940304,0.0016980885,0.0007991854,0.01544104,0.019974174,0.93961823,0.019946026,0.00006863636],"about_ca_topic_score_codex":0.00024361927,"about_ca_topic_score_gemma":0.00022986784,"teacher_disagreement_score":0.0024945186,"about_ca_system_score_codex":0.00090592843,"about_ca_system_score_gemma":0.0004917828,"threshold_uncertainty_score":0.007963955},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008324956,0.0004369838,0.987005,0.00086526095,0.00004650326,0.000034018492,0.000041643456,0.00006898268,0.0031766337],"genre_scores_gemma":[0.7524828,0.0015745054,0.23527412,0.00089156115,0.00051414076,0.0004011773,0.0002633263,0.00021126369,0.008387149],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9933286,0.0041882913,0.00023036885,0.0007118689,0.0012544753,0.00028644124],"domain_scores_gemma":[0.9703115,0.024196668,0.0018117286,0.0014907983,0.0017475942,0.00044168346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013316324,0.001297227,0.0020116752,0.0010964522,0.0004888631,0.0024732712,0.0019943756,0.0016913596,0.002267651],"category_scores_gemma":[0.06607649,0.0007503329,0.00087524584,0.0011003363,0.0030616682,0.003123282,0.0030415417,0.0031516578,0.0002528775],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064082444,0.00006217852,0.00094689615,0.00014744706,0.000100717334,0.000108613065,0.000058242713,0.5732215,0.0009634145,0.401148,0.0015328113,0.021646118],"study_design_scores_gemma":[0.000006980937,0.000020466852,0.00014407282,0.000017131597,0.0000055818577,0.000015966894,0.0000071432687,0.91465867,0.00022272149,0.08448382,0.00040984058,0.00000776694],"about_ca_topic_score_codex":0.0031134794,"about_ca_topic_score_gemma":0.0016649701,"teacher_disagreement_score":0.013316324,"about_ca_system_score_codex":0.002309909,"about_ca_system_score_gemma":0.0020639433,"threshold_uncertainty_score":0.07042426},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36163008,0.009950589,0.47422266,0.002758943,0.0006501752,0.00013859774,0.00035137162,0.00028695722,0.15001076],"genre_scores_gemma":[0.9336643,0.0038800708,0.04010106,0.00027888687,0.0009901723,0.00012669043,0.00027444845,0.0001920375,0.020492343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990196,0.00025957386,0.00007653774,0.00014044352,0.00036768714,0.00013619225],"domain_scores_gemma":[0.99758375,0.00083688187,0.0003278677,0.00026173718,0.0006044655,0.00038530523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001986493,0.00092961965,0.0008224545,0.005229469,0.0010302122,0.002481769,0.0010493016,0.0009047377,0.0045649284],"category_scores_gemma":[0.0052481266,0.00031635727,0.0007584839,0.0012452542,0.0029005103,0.0045533506,0.0024300166,0.0018181431,0.00061381405],"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":[0.000011709426,0.000009054766,0.0002784022,0.00005658835,0.0000070613005,0.00011319963,0.0001312559,0.0012075077,0.0013004972,0.99206805,0.0005322477,0.004284352],"study_design_scores_gemma":[0.000013680879,0.000042010866,0.0005885611,0.000064256616,0.0000124976095,0.0003253621,0.00015778985,0.016970567,0.0014168295,0.9723025,0.008081128,0.000024881218],"about_ca_topic_score_codex":0.00031408772,"about_ca_topic_score_gemma":0.00025562788,"teacher_disagreement_score":0.005229469,"about_ca_system_score_codex":0.0011048744,"about_ca_system_score_gemma":0.00027346995,"threshold_uncertainty_score":0.015271246},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17965074,0.000341996,0.803328,0.0011087166,0.00035383625,0.000038632705,0.0000888734,0.0002897254,0.014799414],"genre_scores_gemma":[0.82532,0.0003943102,0.16290359,0.00014266954,0.00010978347,0.00007308296,0.0001315171,0.00027796353,0.010647056],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99949,0.00019141502,0.00002732964,0.00009123487,0.00014659738,0.000053418895],"domain_scores_gemma":[0.9971493,0.0016046336,0.00029399493,0.0002700444,0.0005041192,0.00017799973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028234222,0.0006710779,0.00042328896,0.001535956,0.00039515682,0.0013837913,0.0010337087,0.0011291972,0.0035125648],"category_scores_gemma":[0.01083272,0.00024006584,0.00038097342,0.00033292721,0.0035475853,0.0023961517,0.0012524447,0.0015434846,0.00067034253],"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":[0.0010761413,0.00013016934,0.0056606075,0.00036286635,0.00004893081,0.0010878622,0.00090156426,0.06279442,0.090761036,0.6885548,0.006133993,0.1424877],"study_design_scores_gemma":[0.00004342729,0.00021634316,0.0023918136,0.00015352253,0.00002716955,0.0009844411,0.00033703703,0.7360728,0.05268163,0.20079555,0.0061297957,0.00016637715],"about_ca_topic_score_codex":0.0012268032,"about_ca_topic_score_gemma":0.00084621203,"teacher_disagreement_score":0.0035125648,"about_ca_system_score_codex":0.000689038,"about_ca_system_score_gemma":0.00072722073,"threshold_uncertainty_score":0.014931917},"labels":[],"label_agreement":null}]}