{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"fcf1957824ee","filters":{"venue":"Épijournal de Géométrie Algébrique"}},"results":[{"id":"W4378904391","doi":"10.46298/epiga.2023.specialvolumeinhonourofclairevoisin.9626","title":"Finiteness for self-dual classes in integral variations of Hodge structure","year":2023,"lang":"en","type":"article","venue":"Épijournal de Géométrie Algébrique","topic":"Algebraic Geometry and Number Theory","field":"Mathematics","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Simons Foundation; National Science Foundation","keywords":"Mathematics; Dual (grammatical number); Intersection (aeronautics); Pure mathematics; Hodge theory; Locus (genetics); Hodge conjecture; Complete intersection; Geography; Philosophy","authors":[{"name":"Benjamin Bakker","is_ca":true},{"name":"Thomas W. Grimm","is_ca":true},{"name":"Christian Schnell","is_ca":true},{"name":"Jacob Tsimerman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03249627756899508,"gpt":0.3191162519189757,"spread":0.2866199743499806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001216377,0.0002739721,0.0003350942,0.001729829,0.001385956,0.002660356,0.001048245,0.001001936,0.00508973],"category_scores_gemma":[0.003659446,0.0001867938,0.0007249501,0.0006259513,0.005300416,0.006837788,0.00191103,0.003001803,0.0004143643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157852,"about_ca_system_score_gemma":0.0003678272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009180686,"about_ca_topic_score_gemma":0.0005739155,"domain_scores_codex":[0.9995421,0.00005991543,0.00002476986,0.0001620365,0.0001261649,0.00008499489],"domain_scores_gemma":[0.998285,0.0008001385,0.0001603308,0.0003316132,0.0002606421,0.0001623648],"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":[0.00001224062,0.000005354528,0.0003310894,0.00002733969,0.000003336807,0.00005560036,0.000246613,0.0001765246,0.0006889701,0.9948715,0.0008020085,0.002779468],"study_design_scores_gemma":[0.00001234359,0.00001712529,0.0009523476,0.00002575921,0.000005626739,0.0002243733,0.0001460244,0.001587957,0.00152639,0.9887236,0.0067658,0.0000125632],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5310737,0.003228584,0.1808424,0.01566891,0.001394845,0.00007936628,0.0004825774,0.0006027924,0.2666269],"genre_scores_gemma":[0.9839454,0.0005208342,0.007011305,0.0007393276,0.0003152158,0.00003389022,0.0001162854,0.00006227155,0.007255507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00508973,"threshold_uncertainty_score":0.01702684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3016760928","doi":"10.46298/epiga.2023.volume7.6849","title":"Group-theoretic Johnson classes and a non-hyperelliptic curve with torsion Ceresa class","year":2023,"lang":"en","type":"article","venue":"Épijournal de Géométrie Algébrique","topic":"Algebraic Geometry and Number Theory","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Science Foundation","keywords":"Mathematics; Torsion (gastropod); Pure mathematics; Hyperelliptic curve; Fundamental group; Group (periodic table); Hyperelliptic curve cryptography; Algebra over a field; Discrete mathematics; Computer science","authors":[{"name":"Dean Bisogno","is_ca":true},{"name":"Wanlin Li","is_ca":true},{"name":"Daniel Litt","is_ca":true},{"name":"Padmavathi Srinivasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01635920533231913,"gpt":0.2649278881712891,"spread":0.24856868283897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002643495,0.0002582803,0.000245131,0.001173805,0.001576469,0.002152873,0.0003345464,0.0009412348,0.004995162],"category_scores_gemma":[0.0009779269,0.000157629,0.0002575169,0.0006671183,0.002757666,0.002208475,0.001371337,0.001054531,0.0003886229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047062,"about_ca_system_score_gemma":0.0003892742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438985,"about_ca_topic_score_gemma":0.001023621,"domain_scores_codex":[0.9997881,0.00002524545,0.000007895555,0.00003891907,0.00008205143,0.0000578352],"domain_scores_gemma":[0.999674,0.00008127042,0.00007702355,0.0000404324,0.00004225093,0.00008504478],"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":[0.00004728225,0.00001476034,0.0009741313,0.00002662837,0.000003768309,0.0005710458,0.0009874563,0.0004209576,0.002475271,0.9887776,0.00121794,0.004483165],"study_design_scores_gemma":[0.00006974977,0.0001984274,0.01067682,0.00006941519,0.00003089412,0.003647348,0.003640663,0.005446695,0.009277019,0.8496724,0.1172051,0.00006546613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.79658,0.0006783259,0.007308576,0.003083598,0.000201034,0.00003545619,0.0000870426,0.0001726103,0.1918534],"genre_scores_gemma":[0.9852187,0.0002003674,0.001625169,0.0001459371,0.0001035392,0.000006606712,0.00004284304,0.00001796147,0.01263883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004995162,"threshold_uncertainty_score":0.01671052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2955195173","doi":"10.46298/epiga.2022.6986","title":"$G$-fixed Hilbert schemes on $K3$ surfaces, modular forms, and eta products","year":2022,"lang":"en","type":"article","venue":"Épijournal de Géométrie Algébrique","topic":"Advanced Algebra and Geometry","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics; Cusp form; Congruence subgroup; Modular form; Holomorphic function; Modular group; Symplectic geometry; Combinatorics; Pure mathematics; Invariant (physics); Mathematical physics","authors":[{"name":"Jim Bryan","is_ca":true},{"name":"Ádám Gyenge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0246150846096232,"gpt":0.2813783928339516,"spread":0.2567633082243284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000610542,0.0002599516,0.000207801,0.000529232,0.001627017,0.001363239,0.000766495,0.001712884,0.01251567],"category_scores_gemma":[0.002697591,0.000105183,0.0003249612,0.0005227338,0.002825547,0.003667149,0.001334923,0.00266006,0.001707373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403249,"about_ca_system_score_gemma":0.000323209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001650189,"about_ca_topic_score_gemma":0.001260784,"domain_scores_codex":[0.9997286,0.00006131299,0.00001611883,0.00006114225,0.00008507645,0.00004772825],"domain_scores_gemma":[0.9993486,0.0002356726,0.00007212768,0.000107012,0.0001603706,0.00007632565],"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":[0.00003080879,0.000004444493,0.0003116757,0.00003304564,0.000003785498,0.0001920288,0.0004329659,0.0002065555,0.0004669993,0.9649944,0.02909682,0.004226438],"study_design_scores_gemma":[0.00002913392,0.00003016142,0.001921797,0.00008848716,0.000006524811,0.0005757517,0.0007618711,0.001813706,0.002682241,0.7889602,0.2030879,0.00004217899],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2309429,0.005141745,0.03112715,0.2209827,0.0112753,0.00007005164,0.001167604,0.0007046929,0.4985878],"genre_scores_gemma":[0.861969,0.002223101,0.005436157,0.01330058,0.002036687,0.000077187,0.0002982764,0.0002086992,0.1144504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01251567,"threshold_uncertainty_score":0.04186904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313258528","doi":"10.46298/epiga.2022.8910","title":"The behavior of essential dimension under specialization","year":2022,"lang":"en","type":"article","venue":"Épijournal de Géométrie Algébrique","topic":"Rings, Modules, and Algebras","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Institut des Hautes Études Scientifiques, Université Paris-Saclay; Université Paris-Saclay; Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Dimension (graph theory); Mathematics; Spec#; Discrete valuation ring; Point (geometry); Valuation (finance); Pure mathematics; Combinatorics; Computer science; Geometry; Economics","authors":[{"name":"Zinovy Reichstein","is_ca":true},{"name":"Federico Scavia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02461062786502234,"gpt":0.2861623064473052,"spread":0.2615516785822829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001113879,0.0002699358,0.0004719428,0.002019139,0.001027749,0.002670795,0.0006563775,0.0005175265,0.002974549],"category_scores_gemma":[0.009758081,0.0003197189,0.0003858641,0.0007503759,0.003590469,0.004363838,0.002344082,0.001146817,0.0001775414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566842,"about_ca_system_score_gemma":0.0005154074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008211613,"about_ca_topic_score_gemma":0.0005564059,"domain_scores_codex":[0.9991853,0.0001421367,0.00003101944,0.0001955365,0.0001744703,0.0002716447],"domain_scores_gemma":[0.9936491,0.002992337,0.0009986873,0.0005283801,0.0004326533,0.001398875],"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":[0.0006846239,0.000153383,0.04637602,0.0001311819,0.00008081182,0.0007987258,0.002014076,0.008748745,0.02730362,0.8956331,0.001752442,0.01632325],"study_design_scores_gemma":[0.0001496811,0.0003014008,0.1023419,0.0001236645,0.0001004938,0.003171107,0.001811194,0.07954285,0.02795793,0.7786522,0.005663583,0.0001840137],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869511,0.0001763711,0.005856099,0.00023338,0.00001197712,0.000003958117,0.0000778036,0.00006988318,0.006619513],"genre_scores_gemma":[0.998505,0.00008492872,0.0007243282,0.00002060916,0.00002044313,0.000006120708,0.00005051425,0.00001620235,0.0005718555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002974549,"threshold_uncertainty_score":0.01136827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206654436","doi":"10.46298/epiga.2022.6577","title":"Quot-scheme limit of Fubini-Study metrics and Donaldson's functional for vector bundles","year":2022,"lang":"en","type":"article","venue":"Épijournal de Géométrie Algébrique","topic":"Geometry and complex manifolds","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"Agence Nationale de la Recherche","keywords":"Fubini's theorem; Mathematics; Vector bundle; Pure mathematics; Limit (mathematics); Hermitian matrix; Scheme (mathematics); Stability (learning theory); Manifold (fluid mechanics); Set (abstract data type); Holomorphic function; Mathematical analysis; Computer science","authors":[{"name":"Yoshinori Hashimoto","is_ca":false},{"name":"Julien Keller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08104253947344137,"gpt":0.3023794594111615,"spread":0.2213369199377201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001110402,0.0003835308,0.0003662764,0.001704994,0.001441789,0.001934187,0.0007493593,0.001082473,0.00745531],"category_scores_gemma":[0.003256385,0.0002077066,0.0004244217,0.0006025548,0.00310258,0.00384441,0.001688806,0.0016315,0.000695838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765975,"about_ca_system_score_gemma":0.0004231005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001976402,"about_ca_topic_score_gemma":0.001314359,"domain_scores_codex":[0.9995564,0.00008785036,0.00002731165,0.0001022078,0.0001748613,0.00005144298],"domain_scores_gemma":[0.9989663,0.0002941096,0.0001223537,0.0001032318,0.0003663456,0.0001477185],"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":[0.000006443306,0.000003470252,0.0002223611,0.00002078342,0.000002273975,0.0000782998,0.0001494578,0.0001750879,0.0008177883,0.9957976,0.0009536863,0.001772708],"study_design_scores_gemma":[0.000007202667,0.00002240644,0.00187413,0.00002940646,0.000004080003,0.0005126123,0.0002299278,0.006666259,0.001317082,0.9727183,0.01659703,0.00002150114],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4701479,0.004186579,0.1377195,0.02716291,0.00159043,0.00008053077,0.0004890547,0.0003962774,0.3582269],"genre_scores_gemma":[0.9424249,0.001147283,0.01158035,0.001007529,0.0003470405,0.00007703651,0.0001226675,0.0001357469,0.04315741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00745531,"threshold_uncertainty_score":0.02494055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414618207","doi":"10.46298/epiga.2025.14739","title":"Bernstein-Sato theory modulo $p^m$","year":2025,"lang":"en","type":"article","venue":"Épijournal de Géométrie Algébrique","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Modulo; Prime (order theory); Integer (computer science); Polynomial; Zero (linguistics)","authors":[{"name":"Thomas Bitoun","is_ca":false},{"name":"Eamon Quinlan-Gallego","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02081729514049972,"gpt":0.2982445834811183,"spread":0.2774272883406185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006590642,0.0004351526,0.0003741272,0.0009301052,0.001147696,0.001567333,0.000658952,0.0005156614,0.0164964],"category_scores_gemma":[0.001858865,0.0002141986,0.0004624237,0.0009815641,0.002994564,0.002684706,0.001683072,0.002259839,0.00239722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001879453,"about_ca_system_score_gemma":0.0007513941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00162306,"about_ca_topic_score_gemma":0.001432083,"domain_scores_codex":[0.9994279,0.0001311732,0.0000164113,0.0001204606,0.0001796432,0.0001243891],"domain_scores_gemma":[0.9994612,0.0001526191,0.00007380486,0.00009206324,0.0001216622,0.00009871661],"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":[0.00001048716,0.000002035052,0.00007252349,0.0000137573,8.481118e-7,0.00001940782,0.0001147479,0.0001660515,0.0006929776,0.994888,0.001177647,0.002841484],"study_design_scores_gemma":[0.00001017857,0.000031947,0.0005578906,0.0000176055,0.000004845873,0.0002446673,0.000151702,0.002543467,0.001864184,0.9618427,0.03271296,0.00001775299],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1800763,0.001544033,0.1950909,0.007914818,0.001229037,0.00006326896,0.0004813448,0.0007879842,0.6128123],"genre_scores_gemma":[0.8787307,0.001186657,0.03214798,0.0006320208,0.0005058486,0.00005235643,0.0001751966,0.0002388323,0.08633053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0164964,"threshold_uncertainty_score":0.05518591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}