{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"09e196b4f26b","filters":{"venue":"The Abel prize"}},"results":[{"id":"W23497026","doi":"10.1007/978-3-642-39449-2_11","title":"A Few Snapshots from the Work of Mikhail Gromov","year":2013,"lang":"en","type":"book-chapter","venue":"The Abel prize","topic":"Geometric and Algebraic Topology","field":"Mathematics","cited_by":5,"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":"Work (physics); Style (visual arts); Perception; Sociology; Art history; Epistemology; Humanities; Philosophy; Art; Archaeology; Geography; Engineering","authors":[{"name":"Dmitri Burago","is_ca":false},{"name":"Yakov Eliashberg","is_ca":false},{"name":"Mladen Bestvina","is_ca":false},{"name":"Franc Forstnerič","is_ca":false},{"name":"Larry Guth","is_ca":false},{"name":"Alexander Nabutovsky","is_ca":true},{"name":"Anthony Phillips","is_ca":false},{"name":"John Roe","is_ca":false},{"name":"A. M. Vershik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05051475389439227,"gpt":0.2505225423629933,"spread":0.200007788468601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004219969,0.0004597028,0.0008001464,0.0001057916,0.0001479576,0.00003928109,0.001171742,0.0005662714,0.009853134],"category_scores_gemma":[0.0002010353,0.0002537631,0.0003673053,0.0001475316,0.0004861971,0.00003562493,0.000403378,0.0007903399,0.001356242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003945873,"about_ca_system_score_gemma":0.00008675519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002022259,"about_ca_topic_score_gemma":0.00007194367,"domain_scores_codex":[0.997963,0.00008243405,0.0006804664,0.0004102442,0.00048274,0.0003810909],"domain_scores_gemma":[0.9945536,0.003072612,0.0006918528,0.001474389,0.0001226126,0.00008489325],"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":[0.00003533104,0.00009015216,0.00007539876,0.00009544993,0.00084926,0.00001747154,0.001127947,3.387153e-7,0.00002611301,0.6989393,0.2844097,0.0143335],"study_design_scores_gemma":[0.0003687537,0.00004764832,0.0003240296,0.0001723106,0.0002928426,0.000009278205,0.00006496481,0.000003265244,0.00001169567,0.7827613,0.2156609,0.0002829729],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01252373,0.007914688,0.001161513,0.004668511,0.001816145,0.002127653,0.0002073559,0.0001958741,0.9693846],"genre_scores_gemma":[0.07061811,0.0002712744,0.002569616,0.001053393,0.0008799926,0.00005798586,0.00005000461,0.0001643321,0.9243353],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08382204,"threshold_uncertainty_score":0.9999915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395444595","doi":"10.1007/978-3-031-33973-8_2","title":"The work of Robert Langlands","year":2024,"lang":"en","type":"book-chapter","venue":"The Abel prize","topic":"Advanced Mathematical Identities","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","funders":"","keywords":"Langlands program; Langlands dual group; Automorphic L-function; Work (physics); Langlands–Shahidi method; Automorphic form; Representation (politics); Mathematics; Algebra over a field; Mathematics education; Theoretical physics; Physics; Pure mathematics; Quantum mechanics","authors":[{"name":"James Arthur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03603212551533406,"gpt":0.2873699983665753,"spread":0.2513378728512413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004545909,0.0003409458,0.0005076551,0.00005211754,0.0001441083,0.00008699754,0.0006740205,0.0002367873,0.0002882291],"category_scores_gemma":[0.0001562246,0.0001792548,0.0002978374,0.00005606621,0.0003707447,0.00003968606,0.0003876716,0.0006012265,0.0006509092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005910895,"about_ca_system_score_gemma":0.00004371679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003635057,"about_ca_topic_score_gemma":0.00006575466,"domain_scores_codex":[0.9983568,0.00001841321,0.0005905518,0.0002493572,0.0005104247,0.0002744413],"domain_scores_gemma":[0.9962239,0.002277503,0.0003119253,0.001039661,0.00009690071,0.00005015021],"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":[0.00001226296,0.00001278171,6.261733e-7,0.0004183426,0.0002048364,0.00001107817,0.0002873877,6.308362e-7,0.00000710142,0.9739237,0.02444189,0.0006793332],"study_design_scores_gemma":[0.00008343424,0.00001604429,7.378028e-7,0.0005290626,0.0002005032,0.000008577714,0.00003426906,0.00001275063,0.00001748893,0.7583966,0.2405454,0.0001551491],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003552244,0.004339086,0.001088439,0.0005720973,0.0006130074,0.0005506926,0.00003304381,0.0001847315,0.9925834],"genre_scores_gemma":[0.0009955755,0.0002738393,0.001629538,0.00004185406,0.0003007269,0.00003748649,0.000005076853,0.0001479697,0.9965679],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2161036,"threshold_uncertainty_score":0.8366338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232060462","doi":"10.1007/978-3-319-99028-6_10","title":"Mathematical Physics","year":2019,"lang":"en","type":"book-chapter","venue":"The Abel prize","topic":"Advanced Thermodynamics and Statistical Mechanics","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 Toronto","funders":"","keywords":"Statistical mechanics; Ergodic theory; Physics; Period (music); Mathematical sciences; Mathematical theory; Theoretical physics; Dynamical systems theory; Physicist; Statistical physics; Mathematics; Quantum mechanics; Mathematics education","authors":[{"name":"Konstantin Khanin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01380311211866021,"gpt":0.2354521039931499,"spread":0.2216489918744897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000881057,0.0003818677,0.0004606263,0.00001550813,0.0001108068,0.00004925759,0.0003829311,0.0001317401,0.002178177],"category_scores_gemma":[0.000002347639,0.000275057,0.0002343577,0.00001919523,0.00008797005,0.0000351207,0.0001787723,0.0006023144,0.002432527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003362685,"about_ca_system_score_gemma":0.0000753584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002707993,"about_ca_topic_score_gemma":7.491024e-7,"domain_scores_codex":[0.9987395,0.00001244901,0.00031246,0.0003469569,0.0002824062,0.0003062391],"domain_scores_gemma":[0.9986955,0.0002453089,0.0002102644,0.0006980773,0.0000652512,0.00008561963],"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":[0.000006335722,0.00002746808,7.66641e-7,0.00002657374,0.000111872,0.000001795043,0.00002449773,0.00001740025,0.00002773363,0.9648168,0.0002495112,0.03468922],"study_design_scores_gemma":[0.000205548,0.00003158342,9.857122e-7,0.00006554413,0.00009279359,8.737058e-7,0.000008747649,0.01306593,0.000005566567,0.9254144,0.06078763,0.000320393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005924829,0.00002933738,0.4526572,0.0000395609,0.0001753278,0.0002804706,0.0002150762,0.00002376407,0.5465733],"genre_scores_gemma":[0.04435445,0.00001060024,0.004528067,0.0001966389,0.0009349743,0.00002509746,0.0001613593,0.0002093625,0.9495795],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4481292,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}