{"meta":{"query_hash":"82613e8683f4","filters":{"venue":"EMS series of congress reports"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/82613e8683f4","api":"https://metacan.xera.ac/api/v1/cohort?venue=EMS+series+of+congress+reports"},"results":[{"id":"W1851533825","doi":"10.4171/115-1/3","title":"Flops and about: a guide","year":2013,"lang":"en","type":"preprint","venue":"EMS series of congress reports","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":15,"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 British Columbia","funders":"","keywords":"Symplectic geometry; Mathematics; Pure mathematics; Categorical variable; Algebra over a field; Representation theory; Nilpotent; Lie algebra; Moduli space; FLOPS; Knot (papermaking); Homology (biology); Computer science","score_opus":0.022292341397048627,"score_gpt":0.287415525237235,"score_spread":0.2651231838401864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1851533825","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":[0.980845,0.002024021,0.00006763042,0.00017538357,0.00709535,0.00074621395,0.000012978837,0.000121223056,0.00891225],"genre_scores_gemma":[0.9878303,0.00032899008,0.0035178436,0.000028103444,0.00036208605,0.00012985422,0.000018755207,0.00007378,0.007710322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975255,0.000045790304,0.0011500496,0.00054906384,0.00045356576,0.000276014],"domain_scores_gemma":[0.99677414,0.000118192824,0.0013475738,0.0012140614,0.00041791215,0.00012811822],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002522824,0.00040304443,0.00093172386,0.00007915028,0.0000730475,0.00012395601,0.00023867081,0.00046112787,0.00025777536],"category_scores_gemma":[0.0005652108,0.00035298645,0.00017195719,0.00004958438,0.00027080826,0.00015373601,0.001010911,0.0003871598,0.0000011852782],"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":[0.000080342965,0.000106459214,0.0027328073,0.0035055801,0.00086244574,0.000757274,0.0025217242,0.000038675567,0.00018892676,0.93621874,0.047632772,0.00535428],"study_design_scores_gemma":[0.0001393178,0.00004311038,0.0007409717,0.00042768754,0.00009557787,0.0003391769,0.00008676027,0.000013406515,0.0015847646,0.9820871,0.014079938,0.00036220977],"about_ca_topic_score_codex":0.00041065074,"about_ca_topic_score_gemma":0.000028160917,"teacher_disagreement_score":0.045868367,"about_ca_system_score_codex":0.000029677887,"about_ca_system_score_gemma":0.00018781121,"threshold_uncertainty_score":0.99989223},"labels":[],"label_agreement":null},{"id":"W4414786413","doi":"10.4171/ecr/21/3","title":"Quasi-cluster algebras: An overview","year":2025,"lang":"en","type":"book-chapter","venue":"EMS series of congress reports","topic":"Advanced Topics in Algebra","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Connection (principal bundle); Cluster (spacecraft); Algebra over a field; Cluster algebra; Phenomenon; Work (physics)","score_opus":0.05838653341627605,"score_gpt":0.3373541746105933,"score_spread":0.2789676411943173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414786413","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009870074,0.01037593,0.0006350888,0.00039670346,0.0058161975,0.0015597661,0.00011642536,0.00045432177,0.97965854],"genre_scores_gemma":[0.0009380229,0.0015172914,0.012049518,0.00019638664,0.00035699483,0.000047165413,0.00011329061,0.00018721248,0.9845941],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99634516,0.00004271412,0.0017424239,0.00078743097,0.00072884915,0.00035343866],"domain_scores_gemma":[0.99451476,0.00032316303,0.002037095,0.002455654,0.0005265277,0.00014279074],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003804582,0.0006803484,0.0014507017,0.00021885792,0.00009846593,0.000055935598,0.00042450998,0.00067080767,0.001381535],"category_scores_gemma":[0.0006133885,0.0006768382,0.0003616031,0.000052297695,0.0004081213,0.0004651183,0.00043543422,0.00055672135,0.000012298975],"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":[0.00002943987,0.00008690302,0.000026677662,0.0015404897,0.00026988474,0.0007537399,0.0001500744,6.886571e-7,0.0000057370007,0.98138136,0.011909084,0.003845897],"study_design_scores_gemma":[0.00011149457,0.00012763834,0.000004857807,0.0012723316,0.00014729431,0.00027859822,0.000017955299,9.22638e-7,0.00039215776,0.65566957,0.34157082,0.0004063759],"about_ca_topic_score_codex":0.000011727126,"about_ca_topic_score_gemma":0.00014739762,"teacher_disagreement_score":0.32966176,"about_ca_system_score_codex":0.00009277632,"about_ca_system_score_gemma":0.0002766425,"threshold_uncertainty_score":0.9995683},"labels":[],"label_agreement":null},{"id":"W4414786423","doi":"10.4171/ecr/21/4","title":"Exact structures for persistence modules","year":2025,"lang":"en","type":"book-chapter","venue":"EMS series of congress reports","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bishop's University; Université de Sherbrooke","funders":"","keywords":"Adjunction; Morphism; Dimension (graph theory); Algebra over a field; Representation (politics); Closure (psychology); Projective plane; Projective module","score_opus":0.023512373424527902,"score_gpt":0.24487120702009538,"score_spread":0.22135883359556746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414786423","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004042698,0.016612407,0.11038657,0.0024645163,0.008124272,0.0015821275,0.0009346715,0.00053232856,0.85895884],"genre_scores_gemma":[0.02363451,0.00056543865,0.018947285,0.000116275296,0.00013949625,0.000028401711,0.00018259317,0.00001865919,0.9563673],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978242,0.000011161112,0.0007221314,0.0007633816,0.00043268502,0.00024642883],"domain_scores_gemma":[0.99706465,0.00018554376,0.000887273,0.0013507432,0.0004231254,0.00008865004],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001883802,0.00033022833,0.0007803285,0.0003785078,0.00012096151,0.00012640585,0.00090296584,0.0002797883,0.00020573617],"category_scores_gemma":[0.00032427657,0.00026374683,0.00045430608,0.0001580303,0.0002984385,0.00037470364,0.00053151685,0.00015970918,0.0000017505322],"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":[0.000024487985,0.00001850796,0.00006465776,0.00025208193,0.00049293495,0.00040391684,0.000050626164,0.0000560638,0.000015523232,0.89420354,0.021273669,0.083143994],"study_design_scores_gemma":[0.00007969618,0.00015666292,0.00022157317,0.00012520661,0.00014121285,0.00013810945,0.000013341705,0.00009293649,0.00061875774,0.29496896,0.70304567,0.000397872],"about_ca_topic_score_codex":0.000037614347,"about_ca_topic_score_gemma":0.000025667297,"teacher_disagreement_score":0.681772,"about_ca_system_score_codex":0.000024915307,"about_ca_system_score_gemma":0.00011465023,"threshold_uncertainty_score":0.99998146},"labels":[],"label_agreement":null}]}