{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":36,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":36,"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":"88de17b2966e","filters":{"venue":"Notices of the American Mathematical Society"}},"results":[{"id":"W1986883647","doi":"10.1090/noti1073","title":"The Legacy of Vladimir Andreevich Steklov","year":2013,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Russian Foundation for Basic Research","keywords":"Politics; Mathematical problem; Mathematics; Political science; Law; Mathematics education","authors":[{"name":"Nikolay Kuznetsov","is_ca":false},{"name":"Tadeusz Kulczycki","is_ca":false},{"name":"Mateusz Kwaśnicki","is_ca":false},{"name":"Alexander I. Nazarov","is_ca":false},{"name":"Sergey Poborchi","is_ca":false},{"name":"Iosif Polterovich","is_ca":true},{"name":"Bartłomiej Siudeja","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008517105226407869,"gpt":0.2286146943668413,"spread":0.2200975891404335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001747054,0.00009088594,0.0002013877,0.000005957347,0.00006465546,0.00004149775,0.0004404733,0.00001538164,0.00002373506],"category_scores_gemma":[0.00008542645,0.00004837595,0.0001875808,0.0002371312,0.0004670342,0.0001188348,0.00009605326,0.0001299191,0.00002583539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001796286,"about_ca_system_score_gemma":0.000009783842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003410567,"about_ca_topic_score_gemma":0.000001253721,"domain_scores_codex":[0.9991894,0.00001846793,0.0002156648,0.00006490217,0.0002687481,0.0002427852],"domain_scores_gemma":[0.9989821,0.0004627403,0.00007263756,0.0003674136,0.00005612669,0.00005900189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003514059,0.0008418426,0.004303887,0.004375317,0.002433785,8.212625e-7,0.0103305,0.1936906,0.4064354,0.04481413,0.03907985,0.2936587],"study_design_scores_gemma":[0.0002350075,0.00009281309,0.02208563,0.0001242315,0.00005041708,8.186499e-7,0.002225004,0.8848597,0.02670855,0.06289793,0.000482351,0.0002375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971696,0.0001130285,0.000723967,0.0004700038,0.00003163793,0.0001541589,0.000002473028,0.00004201493,0.001293095],"genre_scores_gemma":[0.9972814,0.00003562688,0.002578181,0.00002421509,0.0000243698,0.00001674481,1.413507e-7,0.00001673615,0.00002253498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6911691,"threshold_uncertainty_score":0.1972714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2205089774","doi":"10.1090/noti1276","title":"Rigorous Numerics in Dynamics","year":2015,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Dynamics (music); Statistical physics; Applied mathematics; Computer science; Mathematics; Physics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01763455105013817,"gpt":0.2610345614240581,"spread":0.24340001037392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004478611,0.00009016666,0.0002118315,0.0000162634,0.00003074476,0.00004143573,0.0009129559,0.00002616403,0.000002022928],"category_scores_gemma":[0.00008219641,0.00006059376,0.0001299424,0.0005221434,0.0001827601,0.0001894437,0.0003035456,0.0001357184,0.00002075312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000955495,"about_ca_system_score_gemma":0.0000501069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009187383,"about_ca_topic_score_gemma":0.00002462066,"domain_scores_codex":[0.9990259,0.00005425132,0.0002687708,0.0001287955,0.0003459913,0.0001762484],"domain_scores_gemma":[0.9990033,0.0001238248,0.0002907246,0.0004573914,0.00006157773,0.00006321286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004590748,0.002297794,0.09327677,0.0007622177,0.0002297749,0.000008069178,0.04177956,0.03777719,0.0002000696,0.684835,0.002138301,0.1366493],"study_design_scores_gemma":[0.0001307044,0.00004081684,0.002732315,0.0000209776,0.000005286154,0.000002024663,0.0004312854,0.9649414,0.00002820645,0.03153096,0.00005292988,0.00008313554],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6134018,0.00001122838,0.3824182,0.001794396,0.0001035272,0.0001214095,0.000004773943,0.00003488339,0.002109832],"genre_scores_gemma":[0.8589444,0.000002451034,0.1405579,0.0004288332,0.00001586406,0.000002985278,0.000001152811,0.000006311423,0.00004017044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9271641,"threshold_uncertainty_score":0.2470942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2768868562","doi":"10.1090/noti1598","title":"An Old Problem Resurfaces Nonlocally: Gamow’s Liquid Drops Inspire Today’s Research and Applications","year":2017,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Philosophy; Physics","authors":[{"name":"Rustum Choksi","is_ca":true},{"name":"Cyrill B. Muratov","is_ca":true},{"name":"Ihsan Topaloğlu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0315024712341594,"gpt":0.3436146766024712,"spread":0.3121122053683119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001885703,0.0002122805,0.0004834686,0.00002574371,0.001341047,0.0003762227,0.002361828,0.00009271917,0.00005922641],"category_scores_gemma":[0.0002254701,0.0001449374,0.0001367548,0.0002651339,0.003911826,0.0004072723,0.0009739749,0.0003369619,0.00006975637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005724089,"about_ca_system_score_gemma":0.0001182442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006054468,"about_ca_topic_score_gemma":0.00005627467,"domain_scores_codex":[0.9973337,0.0002250134,0.0004568171,0.0005388269,0.0008995211,0.0005460909],"domain_scores_gemma":[0.9961917,0.0005369448,0.0006927028,0.0020804,0.0002810747,0.0002172051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000182813,0.001559867,0.003405736,0.0009335573,0.000115468,0.000001670264,0.005674087,0.00009084673,0.9361145,0.04705854,0.001033196,0.00382975],"study_design_scores_gemma":[0.001482313,0.003129886,0.02648194,0.0008720463,0.000356385,0.00001893985,0.01080481,0.01673075,0.8544071,0.08189918,0.002253025,0.001563673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919607,0.00009530752,0.0006396579,0.003321709,0.00003918447,0.0006862551,0.00002497653,0.00008324112,0.003148975],"genre_scores_gemma":[0.9705396,0.0000269198,0.02875676,0.0002118131,0.0001057577,0.000121551,8.169048e-7,0.00003403665,0.0002027811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08170742,"threshold_uncertainty_score":0.9999591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W292382557","doi":"10.1090/noti1617","title":"Nonstandard Finite Difference Schemes","year":2017,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Model Reduction and Neural Networks","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Air Force Institute of Technology; University of Colorado Denver; University of California, Santa Barbara; College of Engineering, Michigan State University; Uniwersytet Marii Curie-Skłodowskiej; Universidad de Murcia; Universität Wien; École Polytechnique Fédérale de Lausanne; George Fox University; University of South Alabama; Division of Mathematical Sciences; Kent State University; Saint Louis University; Youngstown State University; Pacific Northwest National Laboratory; Università degli Studi di Salerno; Idaho State University; Swarthmore College; College of Charleston; West Virginia University; Iowa State University; University of South Florida; University of Akron; Georgia State University; University of Louisiana at Lafayette; Coastal Carolina University; Wellesley College; University of Cincinnati; Pennsylvania State University; Clemson University; Grand Valley State University; University of Denver; University of Nebraska-Lincoln; University of Notre Dame; Sonoma State University; University of Wyoming; Louisiana State University; University of Southern California; University of Oklahoma; University of Pittsburgh; University of Central Florida; University of Washington; University of California, Irvine; University of Dayton; Michigan State University; Auburn University; South Dakota State University; Williams College; Baylor University; University of Rochester; Virginia Polytechnic Institute and State University; University of Canterbury; Case Western Reserve University; University of Minnesota; Wichita State University; City University of New York; Ohio State University; Wake Forest University; University of Pennsylvania; Rice University; Georgia Institute of Technology; San Diego State University; University of Toronto; Washington and Lee University; Technische Universität Kaiserslautern; Portland State University; Tulane University; Arizona State University; University of Oregon; Brown University; University of Wisconsin-Madison; Western Carolina University; Oregon State University; University of Miami; California State University, Fresno; Siemens Healthineers; Eastern Kentucky University; U.S. Naval Academy; University of North Carolina at Chapel Hill; Wayne State University; University of California, San Diego; University of Southern Mississippi; University of Waterloo; Brigham Young University; Rowan University; Temple University; Purdue University; Ohio Wesleyan University; Georgia Southern University; Pitzer College; Vanderbilt University; Central Washington University; Massachusetts Institute of Technology","keywords":"Mathematics; Finite difference; Applied mathematics; Calculus (dental); Mathematical analysis; Medicine","authors":[{"name":"Ronald E. Mickens","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0227590667712254,"gpt":0.2926728653022856,"spread":0.2699137985310602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009944995,0.0001047468,0.0002447396,0.000003553897,0.000353592,0.00006783621,0.000560826,0.00001532416,0.0002467374],"category_scores_gemma":[0.00003926421,0.00006310592,0.0003134231,0.0000470594,0.0008830039,0.00006456409,0.0002033967,0.0001568912,0.00001366951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006963564,"about_ca_system_score_gemma":0.0000202778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004005481,"about_ca_topic_score_gemma":3.85427e-7,"domain_scores_codex":[0.9993059,0.00002316998,0.000167828,0.0001337431,0.0002042472,0.0001651206],"domain_scores_gemma":[0.9987117,0.000147573,0.0004525343,0.0005920582,0.00004048278,0.00005562479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001572937,0.001651549,0.164783,0.0003777572,0.001338672,8.322289e-7,0.00491964,0.002978837,0.007118755,0.4504369,0.01099215,0.3552447],"study_design_scores_gemma":[0.002421637,0.0003413732,0.08351331,0.001004019,0.0006771718,0.000001835837,0.006709595,0.5977039,0.03218483,0.2653985,0.008278071,0.001765737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615208,0.000008576973,0.02344517,0.001508926,0.00009429512,0.0001176515,0.00001766606,0.00001621564,0.01327074],"genre_scores_gemma":[0.9943404,0.000002689702,0.004781553,0.0001136099,0.0001185395,0.000006312286,5.30619e-7,0.00000836706,0.0006279829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5947251,"threshold_uncertainty_score":0.3253465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084718154","doi":"10.1090/noti1236","title":"Malaysia Airlines Flight MH370: Water Entry of an Airliner","year":2015,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Aeronautics; Aerospace engineering; Environmental science; Engineering","authors":[{"name":"Goong Chen","is_ca":false},{"name":"Cong Gu","is_ca":false},{"name":"Eric G. Paterson","is_ca":false},{"name":"Alexey Sergeev","is_ca":false},{"name":"Yi‐Ching Wang","is_ca":false},{"name":"Tomasz Wierzbicki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01197446980826918,"gpt":0.2501252012019848,"spread":0.2381507313937156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001487302,0.0001162141,0.000267346,0.00001755204,0.00003116277,0.00001318802,0.0002624701,0.00003496166,0.0000738502],"category_scores_gemma":[0.00004534113,0.00006693261,0.0002086552,0.0001514305,0.0002251878,0.0001473764,0.00006790439,0.0001160265,0.00002524024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003355895,"about_ca_system_score_gemma":0.00001117277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002529771,"about_ca_topic_score_gemma":0.000003457085,"domain_scores_codex":[0.9991729,0.000025859,0.0003289033,0.00009364511,0.0002152498,0.0001634934],"domain_scores_gemma":[0.9992695,0.0000887962,0.00008639466,0.0003690175,0.0001099828,0.00007628453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001157934,0.0002465024,0.0007903114,0.0001775232,0.000147717,2.310437e-7,0.002614858,0.98361,0.008682217,0.001397636,0.001852214,0.0004691935],"study_design_scores_gemma":[0.0001347435,0.00005001198,0.0003958038,0.00002972765,0.00005432097,0.00000144175,0.0008741263,0.9902164,0.006071954,0.001725542,0.0003476531,0.00009821325],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901934,0.00001796359,0.006972302,0.0002721749,0.0001253681,0.00009695986,0.00001278639,0.00006136445,0.002247688],"genre_scores_gemma":[0.9747071,0.000003815231,0.02496888,0.00007691819,0.00005970361,0.000005294235,0.00000468855,0.00002217902,0.0001514716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01799658,"threshold_uncertainty_score":0.2729433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391578389","doi":"10.1090/noti2875","title":"Queer of Color Justice in Undergraduate Mathematics Education","year":2024,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Education and Early Childhood Development","funders":"National Academy of Education; Spencer Foundation","keywords":"Queer; Mathematics education; Economic Justice; Sociology; Mathematics; Political science; Gender studies; Law","authors":[{"name":"Luis A. Leyva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02563004946455869,"gpt":0.3697164610863296,"spread":0.3440864116217709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001510255,0.000120407,0.0003343003,0.00005742071,0.0001165389,0.00005080464,0.0005369633,0.00005978754,0.00009436363],"category_scores_gemma":[0.001063127,0.00008570895,0.0002533292,0.0007729984,0.0009876041,0.0001114313,0.00008282728,0.0002177246,0.00001487298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001300401,"about_ca_system_score_gemma":0.000508621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005024515,"about_ca_topic_score_gemma":0.00007780454,"domain_scores_codex":[0.9984326,0.0001817306,0.0005124599,0.0001610111,0.0005053209,0.0002068229],"domain_scores_gemma":[0.9978322,0.001268547,0.0003832584,0.0003475608,0.0001069682,0.00006145549],"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":[0.000001723273,0.000505125,0.0002019513,0.001799056,0.00003798862,1.008368e-7,0.04043246,0.00001447412,0.0001697593,0.9514871,0.003774784,0.001575451],"study_design_scores_gemma":[0.00007441478,0.00004230134,0.0004923764,0.001537731,0.00025625,0.00000108822,0.03918035,0.01302176,0.0008707694,0.9406774,0.003620808,0.0002247316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8290982,0.0004430965,0.03785196,0.0241239,0.0008501177,0.001544159,0.00001746624,0.0003795727,0.1056915],"genre_scores_gemma":[0.9050502,0.00006234474,0.09369276,0.0002122209,0.00006326364,0.00004698669,5.866399e-7,0.00001781268,0.0008538038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048377,"threshold_uncertainty_score":0.3638869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280506118","doi":"10.1090/noti2477","title":"Report on a US-Canadian Faculty Survey on Undergraduate Linear Algebra: Could Linear Algebra Be an Alternate First Collegiate Math Course?","year":2022,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Mathematics Education and Programs","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"George Washington University; National Science Foundation","keywords":"Linear algebra; Algebra over a field; Singular value decomposition; Eigenvalues and eigenvectors; Context (archaeology); Vector space; Numerical linear algebra; Mathematics; Abstraction; Matrix (chemical analysis); Pure mathematics; Computer science; Linear system; Algorithm","authors":[{"name":"Christine Larson","is_ca":true},{"name":"Jason Siefken","is_ca":true},{"name":"Rahul Simha","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0784661223161597,"gpt":0.3658674645068096,"spread":0.2874013421906499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003273783,0.0005680368,0.001095333,0.00008316033,0.001026283,0.0001101732,0.001545356,0.0001200716,0.0005194864],"category_scores_gemma":[0.001405279,0.0004246375,0.0007002952,0.0009891439,0.000703272,0.0001083979,0.0003464134,0.0009447394,0.0000806988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003869421,"about_ca_system_score_gemma":0.0005226635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006340732,"about_ca_topic_score_gemma":0.0035666,"domain_scores_codex":[0.9949202,0.000589797,0.001205423,0.0007296281,0.001739248,0.0008156894],"domain_scores_gemma":[0.9934616,0.002001269,0.001782138,0.00192036,0.0002851618,0.0005494513],"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":[0.0007110601,0.02092897,0.01708042,0.002785941,0.0038474,0.0001677734,0.02672138,0.007688561,0.00007365862,0.6937339,0.224764,0.001496942],"study_design_scores_gemma":[0.004435735,0.005252981,0.0228238,0.0009987961,0.001843097,0.0003091899,0.01413421,0.3378975,0.001001068,0.5568479,0.05006365,0.004392048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783137,0.0000117483,0.0004624609,0.01449623,0.0003984733,0.001427592,0.0008389847,0.0001948285,0.003856024],"genre_scores_gemma":[0.9608063,0.00001385952,0.03121163,0.004363406,0.0001545985,0.0002003275,0.0001987392,0.000176507,0.002874625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.330209,"threshold_uncertainty_score":0.9998205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999468312","doi":"10.1090/noti2033","title":"The Inverse Eigenvalue Problem of a Graph, Zero Forcing, and Related Parameters","year":2020,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Numerical methods in inverse problems","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 Regina","funders":"","keywords":"Eigenvalues and eigenvectors; Inverse; Zero (linguistics); Forcing (mathematics); Mathematics; Applied mathematics; Graph; Inverse problem; Combinatorics; Mathematical analysis; Physics; Geometry; Quantum mechanics; Philosophy","authors":[{"name":"Shaun Fallat","is_ca":true},{"name":"Leslie Hogben","is_ca":true},{"name":"Jephian C.-H. Lin","is_ca":true},{"name":"Bryan L. Shader","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05336161913820132,"gpt":0.3128998921718496,"spread":0.2595382730336483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001302141,0.0002623863,0.0007738054,0.00001449176,0.0002161456,0.00003175625,0.0008047448,0.00008563142,0.00002509547],"category_scores_gemma":[0.00273049,0.000145194,0.0005927377,0.0007822711,0.003145045,0.00008788644,0.0004886396,0.0004252767,0.000006369271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003044413,"about_ca_system_score_gemma":0.00004259602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003921923,"about_ca_topic_score_gemma":0.000001996518,"domain_scores_codex":[0.9973839,0.0004075964,0.0009200807,0.0003214058,0.0005850851,0.0003819535],"domain_scores_gemma":[0.9930022,0.004690601,0.001409409,0.0006148118,0.0001085467,0.0001744562],"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":[0.0005930628,0.001552159,0.00592339,0.0125425,0.005665637,0.000006267403,0.09816998,0.002212319,0.02218258,0.7800382,0.03451656,0.03659727],"study_design_scores_gemma":[0.0004010187,0.0002685215,0.00008364461,0.0001854857,0.0003769756,0.000003608291,0.003305977,0.02502336,0.003241057,0.966655,0.0002268685,0.0002285082],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9454556,0.0001950914,0.03786545,0.009373578,0.0001286637,0.001888386,0.00002424403,0.0001808123,0.004888213],"genre_scores_gemma":[0.3204334,0.00006192506,0.678722,0.0006150998,0.00001278351,0.0000312865,2.593108e-7,0.00004680082,0.00007644642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6408566,"threshold_uncertainty_score":0.9995678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120524214","doi":"10.1090/noti2280","title":"Sums of Squares: A Real Projective Story","year":2021,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Polynomial and algebraic computation","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Facultad de Ciencias, Universidad de los Andes; Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Variety (cybernetics); Projective test; Mathematics; Algebra over a field; Algebraic number; Real algebraic geometry; Algebraic geometry; Focus (optics); Commutative property; Pure mathematics; Mathematical analysis; Statistics","authors":[{"name":"Grigoriy Blekherman","is_ca":false},{"name":"Rainer Sinn","is_ca":false},{"name":"Gregory G. Smith","is_ca":false},{"name":"Mauricio Velasco","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01417702523251698,"gpt":0.2637769657550897,"spread":0.2495999405225728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002662792,0.00008710419,0.0002821178,0.00001046902,0.00006696981,0.00001937113,0.0006037329,0.00002170821,0.00000798388],"category_scores_gemma":[0.0001787727,0.00005867324,0.00028498,0.0005022596,0.0003998921,0.0001137709,0.0003709095,0.000116088,0.00000448324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003428672,"about_ca_system_score_gemma":0.0001681736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006156383,"about_ca_topic_score_gemma":0.000003920083,"domain_scores_codex":[0.9989711,0.0001335544,0.000229593,0.0001901416,0.0003275406,0.0001480466],"domain_scores_gemma":[0.9984598,0.0005674523,0.0003774829,0.0004277502,0.0001275088,0.00004006984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007827226,0.002510334,0.003928766,0.002135732,0.001108699,0.00001082489,0.1039351,0.002467065,0.0735691,0.6290076,0.006382272,0.1748662],"study_design_scores_gemma":[0.001361983,0.000787132,0.07807605,0.0006468179,0.0002405553,0.00002009204,0.01416306,0.5117685,0.1378505,0.2535887,0.0005750105,0.0009215095],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219123,0.00004153501,0.07409341,0.001644072,0.00008774777,0.0001338101,0.000004194464,0.00004152348,0.002041456],"genre_scores_gemma":[0.9351465,0.000005670367,0.064532,0.0001878699,0.00002763257,0.000004797052,3.256549e-7,0.000004942949,0.00009026442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5093015,"threshold_uncertainty_score":0.2392625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977265271","doi":"","title":"Addressing Mathematical Inequity in Indigenous Education Efforts by Mathematicians and Educators in Western Canada","year":2019,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Mathematics education; Political science; Sociology; Psychology; Biology","authors":[{"name":"Melania Alvarez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02045220611491036,"gpt":0.3401288982334153,"spread":0.3196766921185049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001656756,0.0002036646,0.0005970958,0.00006176246,0.0001601792,0.00007366114,0.0005817997,0.00008999518,0.0001157059],"category_scores_gemma":[0.0005896762,0.0001590473,0.0001079668,0.000552104,0.0005642765,0.0001537404,0.0001464275,0.0003483062,0.000007183024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004297397,"about_ca_system_score_gemma":0.001276878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1012974,"about_ca_topic_score_gemma":0.05891271,"domain_scores_codex":[0.9976959,0.0002859843,0.0006611103,0.0002730983,0.0006532641,0.0004306871],"domain_scores_gemma":[0.9979136,0.0008657751,0.0005881001,0.0004412233,0.00005707955,0.0001342347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002904943,0.005377539,0.318343,0.005517849,0.0001302366,0.000001580374,0.4862925,0.000035447,0.0006588509,0.1592163,0.008131024,0.01626673],"study_design_scores_gemma":[0.001354019,0.0002377455,0.06411763,0.0076237,0.0002480196,0.0000159603,0.2073579,0.00352748,0.001790143,0.7039136,0.007425207,0.002388623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907624,0.00008253412,0.0003443091,0.001948297,0.0001044221,0.000889468,0.000005919955,0.00003684365,0.005825796],"genre_scores_gemma":[0.9897668,0.00002020103,0.009023456,0.0006036759,0.00002998955,0.00005391023,0.00000181632,0.00002429902,0.0004758087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5446973,"threshold_uncertainty_score":0.9582597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3170060086","doi":"10.1090/noti2288","title":"Spaces for All: The Rise of LGBTQ+ Mathematics Conferences","year":2021,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Educational Technology and Optimization","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mathematics education; Mathematics","authors":[{"name":"Anthony Bonato","is_ca":true},{"name":"Juliette Bruce","is_ca":true},{"name":"Ron Buckmire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02623235454036478,"gpt":0.3000999043588628,"spread":0.273867549818498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000413962,0.00009018849,0.0002543826,0.000009434232,0.000108107,0.00003530395,0.001080826,0.00004194749,0.00001641283],"category_scores_gemma":[0.0005607269,0.00004941829,0.0002316106,0.0003888161,0.0008365594,0.00008980714,0.0002418606,0.0000977504,0.000002639253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001120518,"about_ca_system_score_gemma":0.0001453175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006635062,"about_ca_topic_score_gemma":0.000002480574,"domain_scores_codex":[0.9991096,0.00005562796,0.0002886481,0.0001521474,0.0002536883,0.0001403434],"domain_scores_gemma":[0.9972489,0.001372554,0.0005250499,0.0005870937,0.0002429945,0.00002337333],"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":[0.000002554771,0.0003504753,0.0004273155,0.0002584796,0.00014988,8.170348e-8,0.004854103,0.00064979,0.0005553079,0.9901495,0.001260597,0.001341919],"study_design_scores_gemma":[0.0002262082,0.0001070485,0.001260664,0.0001331571,0.0001607458,0.000005408874,0.01043619,0.3614258,0.02266294,0.6022863,0.001104693,0.0001909143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2329617,0.0003004096,0.7204871,0.04383713,0.0001700735,0.0004625305,0.0000142107,0.0000719803,0.001694877],"genre_scores_gemma":[0.5310369,0.00002729005,0.4684605,0.0003141924,0.00001540601,0.0000202038,6.774645e-7,0.000004837464,0.0001200422],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3878632,"threshold_uncertainty_score":0.3082338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765923457","doi":"10.1090/noti1649","title":"Gender Differences in First Jobs for New US PhDs in the Mathematical Sciences","year":2018,"lang":"en","type":"preprint","venue":"Notices of the American Mathematical Society","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"American Mathematical Society","keywords":"Unemployment rate; Bachelor; Citizenship; Ranking (information retrieval); Unemployment; Demographic economics; Quarter (Canadian coin); Bachelor degree; Political science; Labour economics; Economics; Sociology; Economic growth; Management; Geography; Law; Computer science","authors":[{"name":"Marie A. Vitulli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.241954298969607,"gpt":0.4506613949876294,"spread":0.2087070960180224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.005164801,0.0003268516,0.001260047,0.0000770365,0.0001635877,0.00007006661,0.00141124,0.0002318974,0.0001674862],"category_scores_gemma":[0.02743025,0.0001529309,0.0005763061,0.0007027605,0.003527244,0.00005139354,0.0005798907,0.001161814,0.00002091742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001969642,"about_ca_system_score_gemma":0.003308485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003839236,"about_ca_topic_score_gemma":0.00006042391,"domain_scores_codex":[0.9954046,0.0002516509,0.0009158325,0.0004916718,0.001780184,0.001156031],"domain_scores_gemma":[0.992193,0.005299345,0.0005499129,0.0008498402,0.0001188494,0.0009890669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002555471,0.01790849,0.3196118,0.1294997,0.001867644,0.00006704935,0.1804599,0.0004034465,0.0003321158,0.05032369,0.2617784,0.03519234],"study_design_scores_gemma":[0.004707439,0.003306488,0.3035112,0.01209037,0.0007300824,0.00003781175,0.01667817,0.1251147,0.0002486468,0.5293757,0.003118963,0.001080365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311197,0.0002040374,0.002664476,0.06038035,0.0001099985,0.002600268,0.00002293078,0.00002327492,0.002874985],"genre_scores_gemma":[0.9583279,0.0001573008,0.03311637,0.007646969,0.0003978135,0.0001783022,0.000003252959,0.00002886915,0.0001432173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4790521,"threshold_uncertainty_score":0.9991846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3131093683","doi":"10.1090/noti2240","title":"American Women Mathematics PhDs of the 1940s","year":2021,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mathematics education; Mathematics; Computer science; Calculus (dental); Medicine","authors":[{"name":"M. A. Murray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02249898394303608,"gpt":0.2835276216544487,"spread":0.2610286377114127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001527795,0.0004187699,0.001479186,0.00002929745,0.0003164476,0.00003156579,0.001677191,0.00008951338,0.0003657933],"category_scores_gemma":[0.003219639,0.0002479703,0.00126652,0.001269544,0.004128234,0.0001009934,0.0007494913,0.0004965252,0.0000283057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861776,"about_ca_system_score_gemma":0.0002210427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001434995,"about_ca_topic_score_gemma":0.00000903797,"domain_scores_codex":[0.9961118,0.0004346572,0.001266895,0.0003776798,0.001197801,0.0006111761],"domain_scores_gemma":[0.9914758,0.003285822,0.002536459,0.002209654,0.000329006,0.000163218],"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":[0.0001003536,0.007485749,0.001314472,0.01000758,0.00239794,0.000008471811,0.1050627,0.0002300643,0.01781001,0.8399655,0.01085528,0.004761855],"study_design_scores_gemma":[0.0006427237,0.0001956091,0.0008585798,0.0007795037,0.000656976,0.00003632889,0.03490367,0.002809532,0.01593547,0.9402613,0.002277365,0.000642952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866528,0.00004581864,0.002389674,0.001066544,0.0001729536,0.0004356699,0.0000425189,0.00007581816,0.009118228],"genre_scores_gemma":[0.8815017,0.00001583145,0.1152868,0.0005438449,0.00007970052,0.00004178113,8.983005e-7,0.00008793028,0.002441495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1128971,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999316065","doi":"10.1090/noti2031","title":"Combinatorial Adventures in Analysis, Algebra, and Topology","year":2020,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Advanced Mathematical Theories","field":"Mathematics","cited_by":1,"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":"","keywords":"Adventure; Algebra over a field; Topology (electrical circuits); Mathematics; Computer science; Pure mathematics; Combinatorics; Artificial intelligence","authors":[{"name":"Stephen Melczer","is_ca":true},{"name":"Marni Mishna","is_ca":true},{"name":"Robin Pemantle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02245083250039887,"gpt":0.3171142810738983,"spread":0.2946634485734994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000446525,0.0002249454,0.001048636,0.00002993648,0.00007202739,0.00001890765,0.0005035729,0.00007461337,0.00009471783],"category_scores_gemma":[0.002620043,0.0001491146,0.0004452586,0.001065806,0.001453575,0.00008651874,0.0003918175,0.000306797,0.000005772124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003076122,"about_ca_system_score_gemma":0.00002343349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001182863,"about_ca_topic_score_gemma":0.000005039334,"domain_scores_codex":[0.9981863,0.0001784139,0.0006211752,0.0003075356,0.0003899818,0.0003165566],"domain_scores_gemma":[0.9963297,0.002516793,0.0005356027,0.0004309177,0.0000521547,0.0001348059],"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":[0.00004956887,0.0002282058,0.001743608,0.0004640812,0.0004235356,0.000001226136,0.004498414,0.00006358146,0.000234965,0.9919066,0.0001622435,0.0002239339],"study_design_scores_gemma":[0.0003922815,0.0001021804,0.00117785,0.00003784312,0.0004879694,9.554325e-7,0.002414774,0.005223008,0.0006841326,0.9892495,0.00005296477,0.0001766034],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978641,0.00009211703,0.01429733,0.004510094,0.00006031392,0.0004282597,0.00001269926,0.00007641433,0.001881758],"genre_scores_gemma":[0.9449523,0.00001123364,0.05426662,0.0006584359,0.00005520365,0.00001499902,6.204993e-7,0.00002331696,0.00001727371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03996929,"threshold_uncertainty_score":0.6080716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315780620","doi":"10.1090/noti2615","title":"Wave-Mean-Flow Interactions in Atmospheric Fluid Flows","year":2023,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Mechanics; Mean flow; Flow (mathematics); Atmospheric sciences; Physics; Environmental science; Geology; Meteorology; Turbulence","authors":[{"name":"Lucy J. Campbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03404226436569086,"gpt":0.2650372196165907,"spread":0.2309949552508999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003781442,0.0001117621,0.0002874043,0.000009844495,0.0001249473,0.000022581,0.0002999717,0.0000231601,0.002143178],"category_scores_gemma":[0.0002191714,0.00006647049,0.000235817,0.001077859,0.0003028262,0.0001045747,0.00004704849,0.0001747878,0.0003356246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008529842,"about_ca_system_score_gemma":0.00001929712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003051111,"about_ca_topic_score_gemma":0.0003242403,"domain_scores_codex":[0.9988371,0.0001031919,0.000326506,0.0001775528,0.0002775111,0.0002781309],"domain_scores_gemma":[0.9983515,0.001109682,0.0001593081,0.0002791065,0.00002452448,0.00007589307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000601611,0.0002354119,0.1157823,0.0001622646,0.0001352847,0.000004794008,0.005089575,0.8278219,0.0004199462,0.0007702527,0.002638616,0.04687954],"study_design_scores_gemma":[0.00008571889,0.00003854083,0.2019788,0.00001451503,0.00001473479,4.867876e-7,0.0007361517,0.7874191,0.00000699018,0.009333239,0.0002948525,0.00007681378],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930606,0.00003112753,0.0003809216,0.0008514835,0.0001064545,0.0001629786,0.00002262065,0.00005510624,0.005328652],"genre_scores_gemma":[0.9803781,0.00001262844,0.01886814,0.0003704197,0.00004018543,0.000002777244,0.000009060899,0.000003903721,0.0003148177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0861965,"threshold_uncertainty_score":0.998769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075765532","doi":"10.1090/noti1064","title":"Infrastructure: Structure Inside the Class Group of a Real Quadratic Field","year":2013,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Group (periodic table); Quadratic equation; Class (philosophy); Field (mathematics); Mathematics; Pure mathematics; Computer science; Combinatorics; Physics; Geometry; Artificial intelligence; Quantum mechanics","authors":[{"name":"Michael J. Jacobson","is_ca":true},{"name":"Renate Scheidler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006936693886391604,"gpt":0.2349031223583672,"spread":0.2279664284719756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001439271,0.0001288798,0.0002861222,0.00001003468,0.0001247098,0.00006241305,0.001646553,0.00004511082,0.00007141942],"category_scores_gemma":[0.0001006539,0.00006530066,0.000253891,0.0005063406,0.0005559633,0.000153613,0.0004560246,0.000205849,0.00000978105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001758519,"about_ca_system_score_gemma":0.00003813077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000246896,"about_ca_topic_score_gemma":0.0000100918,"domain_scores_codex":[0.9988266,0.00007785536,0.0003542481,0.00018604,0.0003668659,0.0001884059],"domain_scores_gemma":[0.9975883,0.0007520182,0.0004917575,0.001048081,0.00006996753,0.0000498099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009858472,0.0004773487,0.003105406,0.0007737128,0.0004791971,5.597878e-7,0.02014593,0.001269348,0.1150278,0.7820885,0.02326887,0.05335351],"study_design_scores_gemma":[0.0003389055,0.0002378587,0.06268539,0.0001024404,0.0001401687,0.00001077258,0.002701065,0.518956,0.02018904,0.3937062,0.0005281818,0.000403971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9159872,0.000022158,0.07605375,0.006203697,0.00005173386,0.0004390718,0.000005725227,0.00005079771,0.001185859],"genre_scores_gemma":[0.9381614,0.000005509085,0.0608912,0.0008660564,0.00002481361,0.00001835044,6.447702e-7,0.00000706539,0.00002500469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5176867,"threshold_uncertainty_score":0.3059733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386527374","doi":"10.1090/noti2769","title":"How to Throw a Math Party for 500 People","year":2023,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mathematics education; Mathematics; Mathematical economics; Computer science","authors":[{"name":"Elaine Beebe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08569356367195231,"gpt":0.3977556008819952,"spread":0.3120620372100429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004275,0.0001630348,0.0006146422,0.00004789977,0.0002637826,0.0007186522,0.003438947,0.00007043989,0.00004266133],"category_scores_gemma":[0.01446601,0.00008571933,0.000578312,0.002644967,0.0004089453,0.0005246216,0.0008960038,0.0002177102,0.0001731142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003335749,"about_ca_system_score_gemma":0.0000704766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003536762,"about_ca_topic_score_gemma":0.00001334593,"domain_scores_codex":[0.9968978,0.000121121,0.0005171075,0.0004381574,0.001576877,0.0004488985],"domain_scores_gemma":[0.9927488,0.005291754,0.0006446147,0.0008890462,0.000251723,0.000174093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006246134,0.0001900379,0.009160976,0.0001788514,0.0001606184,4.427537e-7,0.01715279,0.001004308,0.0008023237,0.03504436,0.9098943,0.02634857],"study_design_scores_gemma":[0.0007607237,0.000346267,0.0539354,0.0001786823,0.0001835677,0.000003654911,0.0743047,0.2164081,0.001676524,0.5715649,0.07981601,0.0008214513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9033202,0.00001268067,0.02049907,0.07386932,0.0002182232,0.0006080205,0.0000736861,0.0001054337,0.001293349],"genre_scores_gemma":[0.9700633,0.000003812974,0.02193299,0.002420868,0.0001451866,0.00008005081,0.000001789089,0.00002292453,0.005329091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8300782,"threshold_uncertainty_score":0.9938356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890633219","doi":"10.1090/noti1727","title":"Population cycles in discrete-time infectious disease models","year":2018,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","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":"U.S. Air Force Academy; University of California, Irvine; California State University, Fullerton; U.S. Naval Academy; University of North Carolina at Chapel Hill; University of Texas at Dallas; Chiba University; University of Oxford; Utah Valley University; Strong; York University; Mathematical Association of America; North Carolina Central University; University of Toronto; University of Alberta; Portland State University; Augustana College; Hawai'i Pacific University; Pepperdine University; Temple University; Division of Mathematical Sciences; Kent State University; Graduate Center; Loyola Marymount University; North Dakota State University; Bridgewater State University; Harvey Mudd College; Appalachian State University; U.S. Military Academy; West Virginia University; Iowa State University; Colgate University; Pomona College; University of Hawai'i; Stephen F. Austin State University; Pennsylvania State University; James Madison University; Division of Graduate Education; Massachusetts Institute of Technology; Central Washington University; College of Engineering, Michigan State University; Eastern Michigan University; DePaul University; University of Missouri; Northwestern University; University of Rochester; Villanova University; Michigan State University; University of Pennsylvania; University of La Verne; Brown University; University of Northern Colorado; University of Illinois at Urbana-Champaign; Colorado State University; University of Oklahoma; University of Washington; University of Minnesota; Western Washington University; Oregon State University; Reed College; Brigham Young University; Jackson State University; California Polytechnic State University, San Luis Obispo; East Tennessee State University; Bradley University; City University of New York; Courant Institute of Mathematical Sciences, New York University; Clemson University","keywords":"Infectious disease (medical specialty); Population; Computer science; Applied mathematics; Mathematics; Disease; Medicine; Environmental health; Internal medicine","authors":[{"name":"Abdul‐Aziz Yakubu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01763871396792971,"gpt":0.3019926369739753,"spread":0.2843539230060456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006197944,0.0001527191,0.000676349,0.00002366997,0.00009615466,0.000005481084,0.0001748262,0.00008188046,0.0003128331],"category_scores_gemma":[0.0009964743,0.00008759823,0.0003682036,0.00025904,0.001951224,0.00007585251,0.0001301926,0.0002183638,0.00007499455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003850882,"about_ca_system_score_gemma":0.00002692935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004052189,"about_ca_topic_score_gemma":0.000003896998,"domain_scores_codex":[0.9986441,0.000145922,0.0004779535,0.0002283113,0.0002048065,0.0002989143],"domain_scores_gemma":[0.9983408,0.0008092475,0.0002413006,0.0003899948,0.00005622091,0.00016241],"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":[0.0005574078,0.001248537,0.03911664,0.0007274093,0.0002231608,0.000003132207,0.0009249908,0.00134399,0.0002306259,0.9543179,0.0003300185,0.0009762084],"study_design_scores_gemma":[0.000250915,0.0001516233,0.0475922,0.0001390055,0.0001193645,0.000002301123,0.00004901204,0.3897186,0.00003670304,0.5618523,0.000003829664,0.00008413274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784029,0.00001716023,0.01007704,0.003334143,0.00003002159,0.0003185603,0.000005101803,0.00004369771,0.007771386],"genre_scores_gemma":[0.9939101,0.000005766416,0.004390244,0.001400795,0.00007032294,0.00001799164,0.000002826387,0.00001427699,0.0001876624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3924656,"threshold_uncertainty_score":0.7189367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2807340131","doi":"10.1090/noti1691","title":"James G. Arthur: AMS 2017 Steele Prize for Lifetime Achievement","year":2018,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Health and Medical Research Impacts","field":"Medicine","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":"Royal Society of Canada; Royal Society; American Academy of Arts and Sciences","keywords":"Philosophy","authors":[{"name":"Cristina Ballantine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08102975650177063,"gpt":0.4078609346469525,"spread":0.3268311781451819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001487851,0.0001504633,0.00054962,0.00001745276,0.0001659985,0.00001604807,0.0003288172,0.00006298342,0.0001751334],"category_scores_gemma":[0.01235833,0.00008386551,0.0003953683,0.0002454604,0.001753173,0.00004910083,0.0001442686,0.0002505882,0.00008855345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009151816,"about_ca_system_score_gemma":0.0008162902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003036284,"about_ca_topic_score_gemma":0.000001837067,"domain_scores_codex":[0.9976441,0.00006809947,0.0004147477,0.0002197376,0.0008626557,0.0007906766],"domain_scores_gemma":[0.9964998,0.0009866754,0.000308423,0.0005666056,0.0002387676,0.001399728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002382605,0.005044983,0.005821503,0.009033204,0.001507161,0.000005767203,0.01062129,0.000005277711,0.01470397,0.007843898,0.7906005,0.1524298],"study_design_scores_gemma":[0.01585931,0.02793671,0.07605816,0.004867367,0.001941288,0.00004647089,0.01310769,0.06313934,0.04934471,0.03201225,0.714093,0.001593751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9014528,0.00009660175,0.006651481,0.08458211,0.0001269795,0.001951828,0.0000339357,0.00006319522,0.005041098],"genre_scores_gemma":[0.9054564,0.00007649886,0.06846016,0.02325501,0.0006516399,0.000079555,0.000004741537,0.00003703068,0.00197892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1508361,"threshold_uncertainty_score":0.995961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237804009","doi":"10.1090/noti802","title":"Opinion","year":2011,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","authors":[{"name":"Christiane Rousseau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0680937295581343,"gpt":0.3064042600360008,"spread":0.2383105304778665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008622598,0.0002087186,0.0005410815,0.00001885541,0.0001643144,0.000009032403,0.0008202319,0.00005986556,0.0005246511],"category_scores_gemma":[0.0007249359,0.0001325178,0.0005922406,0.0002949571,0.001276011,0.0000937482,0.0002047266,0.0002225378,0.00007711849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004166216,"about_ca_system_score_gemma":0.00003500239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001052775,"about_ca_topic_score_gemma":0.00000113457,"domain_scores_codex":[0.9983937,0.0001457661,0.0005310801,0.0002034276,0.0004380956,0.0002878988],"domain_scores_gemma":[0.9973124,0.0008998222,0.0007740721,0.0008411756,0.00008014218,0.00009238697],"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":[0.00005158193,0.001176499,0.000280886,0.001096284,0.0002729627,7.887555e-7,0.02295507,0.000003151443,0.0004720095,0.9650071,0.007196288,0.00148737],"study_design_scores_gemma":[0.0002005741,0.0001075891,0.0003835816,0.0001669161,0.0001225426,0.00000531271,0.002293173,0.0007164757,0.002595217,0.9921612,0.001018503,0.0002288786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883979,0.00005629944,0.01483798,0.0003050133,0.0003264607,0.0005469979,0.00001274577,0.0002028175,0.0953138],"genre_scores_gemma":[0.7738101,0.000007154093,0.2250237,0.0002668903,0.00007183305,0.00001707818,3.527055e-7,0.00004522195,0.0007576802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2101857,"threshold_uncertainty_score":0.5744561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230845110","doi":"10.1090/noti2134","title":"2020 Lathisms: Latinxs and Hispanics in the Mathematical Sciences","year":2020,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","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":"Banff International Research Station for Mathematical Innovation and Discovery; Natural Sciences and Engineering Research Council of Canada; Mathematical Association of America","keywords":"Mathematics; Applied mathematics","authors":[{"name":"Pamela E. Harris","is_ca":false},{"name":"Alicia Prieto Langarica","is_ca":false},{"name":"Vanessa Rivera Quiñones","is_ca":false},{"name":"Luis Sordo Vieira","is_ca":false},{"name":"Rosaura Uscanga","is_ca":false},{"name":"Andrés R. Vindas Meléndez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04877024708454474,"gpt":0.3044817137699218,"spread":0.2557114666853771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002285425,0.0003128283,0.0008198183,0.00001536124,0.0003310891,0.00006717004,0.001347013,0.00008958444,0.0001681932],"category_scores_gemma":[0.003150107,0.0001723119,0.0003866944,0.0008179637,0.002960603,0.0001519978,0.0003503117,0.0005291072,0.00003973958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003624043,"about_ca_system_score_gemma":0.00005721137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005166279,"about_ca_topic_score_gemma":0.000003632872,"domain_scores_codex":[0.9970474,0.0004324831,0.0008266858,0.0003781467,0.0008958125,0.0004194718],"domain_scores_gemma":[0.9936051,0.004898215,0.0007329697,0.0005799806,0.00005267922,0.000131028],"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":[0.00004295433,0.0007238433,0.0003686537,0.002155508,0.000126588,0.000006588776,0.06472335,0.00008340958,0.0003064137,0.9245247,0.005948901,0.0009890469],"study_design_scores_gemma":[0.0004504109,0.0002847797,0.0002493535,0.0002926311,0.0002326899,0.00002428315,0.01567084,0.0388509,0.0001877923,0.9422798,0.001102436,0.0003740901],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969546,0.0001503324,0.004316469,0.01549999,0.00004518095,0.0007753032,0.00001383654,0.00008714027,0.009565797],"genre_scores_gemma":[0.9150453,0.0000207209,0.08180152,0.002909012,0.00008967698,0.00002518478,3.668686e-7,0.00003592287,0.000072316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07748505,"threshold_uncertainty_score":0.9997528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2195088927","doi":"10.1090/noti1264","title":"William B. Arveson: A Tribute","year":2015,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Holomorphic and Operator Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fields Institute for Research in Mathematical Sciences; Royal Society of Canada; University of Waterloo","funders":"","keywords":"Tribute; Art; Art history","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05525539030504983,"gpt":0.3175037492658556,"spread":0.2622483589608058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001298563,0.0002091965,0.0006232511,0.0000120385,0.00009654468,0.00002868987,0.0007159873,0.00006745705,0.0000817514],"category_scores_gemma":[0.001473645,0.0001241658,0.0003922927,0.0004115108,0.001112338,0.00009603469,0.0002530859,0.00025677,0.00007755566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006786011,"about_ca_system_score_gemma":0.00009524581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001075106,"about_ca_topic_score_gemma":0.000001718554,"domain_scores_codex":[0.9981557,0.0002001951,0.000470368,0.0002183284,0.0006187351,0.0003366354],"domain_scores_gemma":[0.9975203,0.0008824323,0.0004971093,0.0007417597,0.0001590409,0.0001994057],"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":[0.0003624002,0.003466534,0.004941697,0.001581698,0.001496629,0.00001484845,0.03351277,0.000276207,0.003624266,0.6444746,0.3012421,0.00500628],"study_design_scores_gemma":[0.001216678,0.0004091832,0.0005391251,0.0002197549,0.0003947682,0.00001657427,0.007283087,0.004326866,0.004429886,0.9737384,0.006871071,0.0005545495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783484,0.00007745202,0.007078911,0.002692974,0.0001453732,0.0004102591,0.00002667931,0.0001268072,0.01109311],"genre_scores_gemma":[0.9425572,0.000005808321,0.05523478,0.000778239,0.0001194202,0.00001817586,9.066206e-7,0.00003810625,0.001247388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3292639,"threshold_uncertainty_score":0.5063335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981637008","doi":"","title":"Mitacs: Mathematical Roots for Innovation in Canada Mathematics Foundation Underpins 20-Year Evolution of Success and Growth at Mitacs","year":2019,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Mathematics Education and Programs","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Mathematics education; Mathematics; Calculus (dental); Mathematical economics; History; Archaeology; Medicine","authors":[{"name":"Alejandro Ádem","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02542724156992016,"gpt":0.2994363565349314,"spread":0.2740091149650113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001290021,0.0003401448,0.001034455,0.00008641965,0.0001128118,0.00003916547,0.0005619857,0.0001134036,0.0001979492],"category_scores_gemma":[0.00181873,0.0002581809,0.0002568638,0.001096723,0.0004370197,0.0001803125,0.0002391558,0.0002229759,0.00001073758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007854216,"about_ca_system_score_gemma":0.0005480213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005882801,"about_ca_topic_score_gemma":0.01207913,"domain_scores_codex":[0.9966138,0.0001148771,0.00162884,0.0003690913,0.0008322925,0.000441102],"domain_scores_gemma":[0.993683,0.003133284,0.001897669,0.0007226106,0.0004718193,0.00009160724],"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":[0.00007617014,0.001112223,0.03805746,0.01235556,0.0002622869,2.042011e-7,0.004769891,0.00007017608,0.001580087,0.9398171,0.001197295,0.0007015931],"study_design_scores_gemma":[0.001228699,0.0001742845,0.006157727,0.000812819,0.0002381462,0.000006080601,0.009870815,0.07524204,0.001806104,0.9039454,0.00005209754,0.0004657918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772739,0.00002949743,0.01822529,0.0009200073,0.0001136344,0.001719434,0.00003879756,0.00003047489,0.00164893],"genre_scores_gemma":[0.8517305,0.000006661433,0.1476546,0.00008732554,0.00002841747,0.00008239974,0.00001063278,0.00005249934,0.000347011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1294293,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3172164905","doi":"10.1090/noti2297","title":"Louis Nirenberg (1925–2020)","year":2021,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Mathematical Union; Canadian Mathematical Society; American Academy of Arts and Sciences; Simons Foundation","keywords":"Nirenberg and Matthaei experiment; Mathematical economics; Mathematics; Pure mathematics","authors":[{"name":"Robert V. Kohn","is_ca":false},{"name":"Yanyan Li","is_ca":false},{"name":"Peter D. Lax","is_ca":false},{"name":"Shmuel Agmon","is_ca":false},{"name":"Djairo G. de Figueiredo","is_ca":false},{"name":"Srinivasa S. R. Varadhan","is_ca":false},{"name":"J. J. Kohn","is_ca":false},{"name":"Haı̈m Brezis","is_ca":false},{"name":"Paul H. Rabinowitz","is_ca":false},{"name":"Charles Fefferman","is_ca":false},{"name":"Shing‐Tung Yau","is_ca":false},{"name":"David Kinderlehrer","is_ca":false},{"name":"Luis Caffarelli","is_ca":false},{"name":"Sergiù Klainerman","is_ca":false},{"name":"Wei‐Ming Ni","is_ca":false},{"name":"Ivar Ekeland","is_ca":false},{"name":"Kung Ching Chang","is_ca":false},{"name":"Sun‐Yung A. Chang","is_ca":false},{"name":"Jalal Shatah","is_ca":false},{"name":"Fanghua Lin","is_ca":false},{"name":"Henri Berestycki","is_ca":false},{"name":"Gang Tian","is_ca":false},{"name":"Gabriella Tarantello","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02727259999056863,"gpt":0.2502306649046526,"spread":0.222958064914084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001897952,0.00009934416,0.0002717761,0.000006447443,0.0002750822,0.00003975664,0.0002829062,0.00002216786,0.005491526],"category_scores_gemma":[0.0003104346,0.00006357762,0.0003029513,0.0001619994,0.001747001,0.0000725169,0.0001133303,0.0001782142,0.000110492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002632711,"about_ca_system_score_gemma":0.00006596024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000287586,"about_ca_topic_score_gemma":0.00001818492,"domain_scores_codex":[0.9989937,0.00005745294,0.0003101021,0.0001442441,0.0003272935,0.0001672127],"domain_scores_gemma":[0.9988961,0.0002819257,0.0002504471,0.0003580334,0.0001574234,0.00005605202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005744864,0.000427743,0.0001173626,0.0002599237,0.0001628369,0.000002191805,0.02594177,0.00001196699,0.0003461037,0.8721064,0.09844047,0.002177474],"study_design_scores_gemma":[0.0003508119,0.0001192598,0.0007148781,0.000200054,0.0002455396,0.00000528216,0.02277613,0.002613724,0.001053655,0.07697484,0.8945481,0.0003977726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6699691,0.000212453,0.0006503627,0.01361524,0.0007564846,0.0001903557,0.0000588521,0.0001000701,0.3144471],"genre_scores_gemma":[0.9732078,0.00001006728,0.00467364,0.004439601,0.0004471063,0.00001092624,0.000006400425,0.00001811888,0.01718635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7961076,"threshold_uncertainty_score":0.9954176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891197607","doi":"10.1090/noti1728","title":"Finite Free Complexes over Polynomial Rings","year":2018,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Rings, Modules, and Algebras","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":"U.S. Air Force Academy; University of California, Irvine; California State University, Fullerton; U.S. Naval Academy; University of North Carolina at Chapel Hill; University of Texas at Dallas; Chiba University; University of Oxford; Utah Valley University; Strong; York University; Mathematical Association of America; North Carolina Central University; University of Toronto; University of Alberta; Portland State University; Augustana College; Hawai'i Pacific University; Pepperdine University; Temple University; Division of Mathematical Sciences; Kent State University; Graduate Center; Loyola Marymount University; North Dakota State University; Bridgewater State University; Harvey Mudd College; Appalachian State University; U.S. Military Academy; West Virginia University; Iowa State University; Colgate University; Pomona College; University of Hawai'i; Stephen F. Austin State University; Pennsylvania State University; James Madison University; Division of Graduate Education; Massachusetts Institute of Technology; Central Washington University; College of Engineering, Michigan State University; Eastern Michigan University; DePaul University; University of Missouri; Northwestern University; University of Rochester; Villanova University; Michigan State University; University of Pennsylvania; University of La Verne; Brown University; University of Northern Colorado; University of Illinois at Urbana-Champaign; Colorado State University; University of Oklahoma; University of Washington; University of Minnesota; Western Washington University; Oregon State University; Reed College; Brigham Young University; Jackson State University; California Polytechnic State University, San Luis Obispo; East Tennessee State University; Bradley University; City University of New York; Courant Institute of Mathematical Sciences, New York University; Clemson University","keywords":"Mathematics; Polynomial; Mathematical analysis","authors":[{"name":"Srikanth B. Iyengar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03100726442041657,"gpt":0.2943947138462728,"spread":0.2633874494258562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004927314,0.0002660828,0.0006497257,0.00002296593,0.0002475391,0.00005582024,0.00121081,0.0000690169,0.00041614],"category_scores_gemma":[0.001302907,0.0001758308,0.0005887134,0.0003277771,0.0024496,0.0001286638,0.0006102324,0.0002465647,0.00008004598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005032658,"about_ca_system_score_gemma":0.00004043341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009895553,"about_ca_topic_score_gemma":0.0000185461,"domain_scores_codex":[0.9980196,0.00008303863,0.0005546711,0.0003086193,0.0005915157,0.0004425869],"domain_scores_gemma":[0.9964231,0.001503803,0.0007156284,0.00113273,0.0001119461,0.0001127697],"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":[0.0004198769,0.004032938,0.01623142,0.003689693,0.002459133,0.000005267745,0.04484165,0.00007424307,0.0254514,0.5162522,0.3787498,0.007792334],"study_design_scores_gemma":[0.001524302,0.0004892234,0.0188125,0.0004739036,0.0004939375,0.000007114887,0.002731061,0.01554145,0.0191424,0.9350054,0.00485161,0.0009270749],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891056,0.00001861072,0.002953877,0.001031668,0.0001419057,0.000257004,0.00002820928,0.0001079937,0.006355116],"genre_scores_gemma":[0.9283172,0.000004338571,0.06968393,0.0009057177,0.0004723778,0.000009847787,6.81354e-7,0.00004957363,0.0005562888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4187532,"threshold_uncertainty_score":0.9025652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012551153","doi":"10.1090/noti2071","title":"Remembrances of Walter Craig","year":2020,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"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":"","keywords":"Mathematical economics; Mathematics","authors":[{"name":"Catherine Sulem","is_ca":true},{"name":"C. Eugene Wayne","is_ca":true},{"name":"Philippe Guyenne","is_ca":false},{"name":"Claude Bardos","is_ca":false},{"name":"Robert Brandenberger","is_ca":false},{"name":"Sergei Kuksin","is_ca":false},{"name":"Jean‐Claude Saut","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04749095562517956,"gpt":0.2987588577955759,"spread":0.2512679021703963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006297834,0.0002148084,0.0008414985,0.00001264638,0.0001021681,0.000009838394,0.0008798082,0.00005528901,0.0002964576],"category_scores_gemma":[0.001597139,0.0001380863,0.0006842693,0.0003970611,0.001457574,0.00008940177,0.0002126481,0.0002276795,0.00003066644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002227047,"about_ca_system_score_gemma":0.00004494883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002915592,"about_ca_topic_score_gemma":8.150329e-7,"domain_scores_codex":[0.9980409,0.0001527203,0.0007458905,0.0002221716,0.0005888648,0.0002494497],"domain_scores_gemma":[0.9965054,0.001525362,0.001147557,0.000592696,0.0001097947,0.0001192034],"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":[0.0003394033,0.002313066,0.0007312259,0.01795297,0.001380556,0.000003603291,0.08171368,0.0003118505,0.02936303,0.8337634,0.02777066,0.004356518],"study_design_scores_gemma":[0.0007177079,0.0004194119,0.0002058639,0.0005479432,0.0005824905,0.000004270787,0.006397059,0.01053383,0.03789292,0.9393739,0.00277989,0.0005447554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717645,0.00006825967,0.009053399,0.003013122,0.00008110103,0.0004112328,0.00002276674,0.00009323072,0.01549237],"genre_scores_gemma":[0.9114841,0.000006659124,0.08738382,0.0007854424,0.00008037435,0.000007497923,3.372059e-7,0.00003528439,0.0002164336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1056104,"threshold_uncertainty_score":0.5630995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2327701884","doi":"10.1090/noti862","title":"Exhibit Review: Mathématiques, un dépaysement soudain (A Little More Mad Ophelia, Please)","year":2012,"lang":"fr","type":"article","venue":"Notices of the American Mathematical Society","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Philosophy","authors":[{"name":"Nathalie Sinclair","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02557815368880114,"gpt":0.3028706058802868,"spread":0.2772924521914857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006066339,0.0009573453,0.002318587,0.00004635306,0.0005813388,0.00006660906,0.00178856,0.0003021862,0.00561383],"category_scores_gemma":[0.004477196,0.0007127702,0.002224596,0.0008364718,0.003491077,0.000495297,0.0008489065,0.001173019,0.0009527342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004536631,"about_ca_system_score_gemma":0.0001698367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008266998,"about_ca_topic_score_gemma":0.000003626515,"domain_scores_codex":[0.9925734,0.001417527,0.002274127,0.0005723314,0.00167734,0.001485238],"domain_scores_gemma":[0.9884971,0.004300162,0.003814353,0.002495878,0.0002607347,0.0006317954],"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":[0.0001091847,0.01231773,0.000770184,0.1006151,0.003253747,0.000009714891,0.07084096,0.0001265288,0.0004817017,0.5161482,0.2774386,0.01788832],"study_design_scores_gemma":[0.001785412,0.0007111739,0.0009666291,0.04564848,0.01230583,0.0001512797,0.02050384,0.009679677,0.005089639,0.722571,0.1769013,0.003685784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6718204,0.196443,0.04250148,0.03889336,0.00363305,0.008161307,0.001746215,0.000689122,0.03611205],"genre_scores_gemma":[0.2626118,0.01922066,0.6701903,0.0137465,0.002319061,0.0004484791,0.00003935671,0.0007879054,0.0306359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6276888,"threshold_uncertainty_score":0.9998251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392805093","doi":"10.1090/noti2912","title":"Mathematicians Confront Political Tests: The American Mathematical Society and the Red Scare in 1954","year":2024,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","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":"Dolph Briscoe Center for American History, University of Texas, Austin; York University; City University of New York","keywords":"Politics; Political science; Mathematical economics; Mathematics; Law","authors":[{"name":"Albert C. Lewis","is_ca":false},{"name":"Karen Hunger Parshall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02246005333550333,"gpt":0.3022176722963684,"spread":0.2797576189608651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005124664,0.000769897,0.002081659,0.00006602068,0.0006033769,0.0002636333,0.00185503,0.0001676484,0.0001650826],"category_scores_gemma":[0.003162987,0.0003754283,0.001686696,0.001209143,0.01258071,0.000212901,0.0007429309,0.001358588,0.00007743958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003131082,"about_ca_system_score_gemma":0.0002012829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007231581,"about_ca_topic_score_gemma":0.00003326673,"domain_scores_codex":[0.9939299,0.0009418225,0.001795285,0.0007353476,0.001413466,0.001184164],"domain_scores_gemma":[0.9789095,0.01775196,0.001054917,0.001859024,0.0001583139,0.0002663193],"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":[0.00009131338,0.0005243429,0.00007621299,0.00277777,0.0005603212,0.00000730445,0.02265844,0.00001533919,0.0001324044,0.9656014,0.006663391,0.0008917213],"study_design_scores_gemma":[0.0007937404,0.0001307125,0.0002152117,0.001214177,0.0007608174,0.00008296967,0.02842494,0.03574144,0.0001273535,0.9311069,0.0008941731,0.0005075458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9076468,0.001043024,0.01441681,0.04422671,0.0003576818,0.003746709,0.0001227237,0.0005860384,0.02785348],"genre_scores_gemma":[0.9546492,0.00006971718,0.04164603,0.002084553,0.0002320449,0.0002286459,0.000002141992,0.000169068,0.0009186516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04700232,"threshold_uncertainty_score":0.9998698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765177947","doi":"10.1090/noti1593","title":"Combinatorics, Categorification, and Crystals","year":2017,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"History and advancements in chemistry","field":"Chemistry","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":"Division of Mathematical Sciences; University of California, Irvine; University of California, San Diego; College of Engineering, Michigan State University; University of Waterloo; Universität Wien; Ohio Wesleyan University; College of Charleston; West Virginia University; Kent State University; Technische Universität Kaiserslautern; Northern Arizona University; University of Oxford; Coastal Carolina University; University of Canterbury; Youngstown State University; Louisiana State University; South Dakota State University; University of Notre Dame; University of Wyoming; National Science Foundation; Case Western Reserve University; University of Miami; Northwestern University; University of Rochester; Michigan State University; University of Central Florida; Georgia Institute of Technology; San Diego State University; Pitzer College; University of Texas at Austin; Ohio State University; Oregon State University; University of Pennsylvania; Western Carolina University; University of Nebraska-Lincoln; University College London; Purdue University; University of Wisconsin-Madison; Arizona State University; Brown University; Wake Forest University; Boston College; Simons Foundation; Wayne State University","keywords":"Categorification; Combinatorics; Mathematics; Pure mathematics","authors":[{"name":"Monica Vazirani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01779386559230161,"gpt":0.2820948337015198,"spread":0.2643009681092182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001430738,0.0001057585,0.0002286061,0.000002244851,0.0004422309,0.00003971987,0.0006358875,0.00003752154,0.0001537333],"category_scores_gemma":[0.000342181,0.00007594266,0.0001180536,0.00002980672,0.001508857,0.00008650512,0.0001957722,0.0001401279,0.000004906767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003660454,"about_ca_system_score_gemma":0.0000185251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001197744,"about_ca_topic_score_gemma":2.67461e-7,"domain_scores_codex":[0.9992668,0.000007868131,0.0002076244,0.0001683962,0.0002095922,0.0001397291],"domain_scores_gemma":[0.9982678,0.0001355199,0.0006414857,0.0008488676,0.00004953267,0.00005675793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001034624,0.002510471,0.06932753,0.00957766,0.001075785,0.000003497759,0.01177041,0.000126821,0.7476947,0.1271262,0.01383543,0.01684808],"study_design_scores_gemma":[0.00212965,0.00007980669,0.01544357,0.0006860986,0.000601299,0.00001234209,0.009110588,0.003892226,0.6332813,0.2845021,0.04883246,0.001428499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962619,0.00007375883,0.0002229356,0.0006898071,0.00004940842,0.00004497027,0.00001338985,0.00002497816,0.03626176],"genre_scores_gemma":[0.9950546,0.00002287706,0.002321283,0.00006797056,0.00004443286,0.000006828143,9.410027e-7,0.00001118072,0.00246991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.157376,"threshold_uncertainty_score":0.5559447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383460843","doi":"10.1090/noti2740","title":"Remembrances of Chandler Davis (1926–2022)","year":2023,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Feminism, Gender, and Sexuality Studies","field":"Social Sciences","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":"University of Toronto; Princeton University","keywords":"Geology","authors":[{"name":"John J. Benedetto","is_ca":false},{"name":"Rajendra Bhatia","is_ca":false},{"name":"Man-Duen Choi","is_ca":false},{"name":"Aaron Davis","is_ca":false},{"name":"Natalie Zemon Davis","is_ca":false},{"name":"Simone Weil Davis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06544315904220764,"gpt":0.3630908346679098,"spread":0.2976476756257022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001335876,0.0001205547,0.0004845909,0.00002036467,0.0003845343,0.00001823533,0.0006305015,0.00004959458,0.00008231923],"category_scores_gemma":[0.0007505525,0.00008094427,0.0003611649,0.001036247,0.002824479,0.00007305429,0.000225727,0.0001192443,0.00003131473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003065483,"about_ca_system_score_gemma":0.00008212672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005213639,"about_ca_topic_score_gemma":0.00008889241,"domain_scores_codex":[0.998107,0.0001851634,0.0003685284,0.0001948912,0.0007991047,0.0003453522],"domain_scores_gemma":[0.9980845,0.0009516975,0.0004490375,0.0003403763,0.0001075229,0.00006679654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005656156,0.00065166,0.01641333,0.001536484,0.0009093524,0.000001214959,0.8551469,0.000158528,0.003325022,0.07702004,0.03159235,0.01318854],"study_design_scores_gemma":[0.0004460181,0.0002106346,0.03045403,0.0002174505,0.0002624623,3.0603e-7,0.9009437,0.002062801,0.002211506,0.05059706,0.01211,0.0004840552],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696009,0.0001583703,0.00009304351,0.00612401,0.000230857,0.0002630004,0.00002086296,0.00009266914,0.02341631],"genre_scores_gemma":[0.9949771,0.0003064073,0.001569409,0.0004035497,0.0001241675,0.00001270316,9.025125e-7,0.00001240155,0.002593329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04579676,"threshold_uncertainty_score":0.9998893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281809932","doi":"10.1090/noti2490","title":"Coloring With a Limited Paintbox","year":2022,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Color perception and design","field":"Psychology","cited_by":0,"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":"Computer science; Mathematics","authors":[{"name":"Stephanie van Willigenburg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03195692427527982,"gpt":0.3008825646431904,"spread":0.2689256403679106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004371906,0.0001051421,0.0002608304,0.00001529227,0.00022844,0.00001183614,0.0004072461,0.00001721741,0.004556678],"category_scores_gemma":[0.00004532832,0.00006742394,0.0002262615,0.0005160351,0.0005118449,0.0000227519,0.0001989817,0.0002539652,0.00005920785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006451675,"about_ca_system_score_gemma":0.00002672808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005785366,"about_ca_topic_score_gemma":0.000002565501,"domain_scores_codex":[0.9987825,0.0002336321,0.0002094071,0.0001883278,0.0003644041,0.0002217858],"domain_scores_gemma":[0.9987299,0.0004715585,0.0002850069,0.0004262809,0.00003268328,0.00005451072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005075084,0.01396446,0.06290376,0.000912027,0.004699984,0.00005487891,0.3314552,0.0134605,0.01990275,0.2638742,0.2354914,0.04820569],"study_design_scores_gemma":[0.006869858,0.009377021,0.3522423,0.0001935373,0.001363068,0.0002207844,0.5049998,0.04686658,0.0006943854,0.02152004,0.05325047,0.002402202],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822395,0.00001321404,0.001500128,0.001590033,0.00008177697,0.000267325,0.000008520797,0.00006679722,0.01423267],"genre_scores_gemma":[0.9909864,6.643204e-7,0.00562627,0.001805856,0.0000284595,0.0001032625,7.641656e-7,0.00001810437,0.001430201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2893385,"threshold_uncertainty_score":0.9963533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323667269","doi":"10.1090/noti2675","title":"Peter Borwein: A Visionary Mathematician","year":2023,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Philosophy; Mathematics education; Mathematics; Calculus (dental); Medicine","authors":[{"name":"David H. Bailey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03252033429596336,"gpt":0.3111046344563863,"spread":0.278584300160423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001892689,0.0003835385,0.0009876137,0.00007373331,0.0003550641,0.0000357868,0.001250092,0.0001056396,0.00039514],"category_scores_gemma":[0.001759042,0.0002499832,0.00106114,0.00118168,0.001424686,0.0001520372,0.000509707,0.0003746391,0.000610971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025296,"about_ca_system_score_gemma":0.0001011296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003628513,"about_ca_topic_score_gemma":0.000001662458,"domain_scores_codex":[0.9967864,0.0002474272,0.0009491831,0.0003830142,0.001030701,0.0006033011],"domain_scores_gemma":[0.9936126,0.003699209,0.001027193,0.00137058,0.0001247186,0.0001656957],"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":[0.0001238069,0.002324033,0.000309383,0.006811463,0.001096741,0.00002393663,0.04360193,0.0001733985,0.003785009,0.8411028,0.09627954,0.004367996],"study_design_scores_gemma":[0.0003422346,0.0001230671,0.0004917564,0.0004774862,0.0002545556,0.00001360744,0.003169294,0.008865586,0.000965987,0.9821141,0.002756885,0.0004254528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692975,0.0000311844,0.003372436,0.001562682,0.0002306473,0.0007357572,0.00003365992,0.0005547152,0.02418141],"genre_scores_gemma":[0.8809593,0.00001461752,0.1108673,0.0008532832,0.0001951924,0.00008400547,0.000003817141,0.0001609306,0.006861563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1410113,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240415217","doi":"10.1090/noti2283","title":"Mitchell Feigenbaum","year":2021,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"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":"","keywords":"Computer science","authors":[{"name":"Konstantin Khanin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0333505001888363,"gpt":0.2973765353120182,"spread":0.2640260351231819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008229955,0.0002472704,0.0007294347,0.00001451505,0.0002146922,0.0000269441,0.000697013,0.00007706196,0.0006215956],"category_scores_gemma":[0.001678318,0.0001701459,0.0008721053,0.000486488,0.001073681,0.00008222456,0.0002996197,0.00030578,0.00009739339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006733861,"about_ca_system_score_gemma":0.0001158017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003473496,"about_ca_topic_score_gemma":0.000003481364,"domain_scores_codex":[0.9978802,0.000231028,0.0006243825,0.0002853087,0.000618618,0.0003604248],"domain_scores_gemma":[0.9958485,0.002009016,0.0007230522,0.001113325,0.0001889931,0.0001171484],"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":[0.00004758931,0.002616798,0.0004031195,0.003257319,0.0008853319,0.00001541661,0.01435166,0.00005975901,0.01109809,0.9373123,0.02699921,0.00295342],"study_design_scores_gemma":[0.0003106077,0.00005145265,0.0001588616,0.0002173761,0.0003193296,0.00002012168,0.003856671,0.001347,0.02031756,0.9687273,0.004340547,0.0003331702],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529611,0.0001411333,0.008353354,0.001425421,0.0001915404,0.0002794699,0.00001782693,0.0001257868,0.0365044],"genre_scores_gemma":[0.765252,0.00001488968,0.2271043,0.000930425,0.0001311489,0.00001798749,0.000001454747,0.00007207641,0.006475724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2187509,"threshold_uncertainty_score":0.6938347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365455996","doi":"10.1090/noti2688","title":"Robert Israel “Bob” Jewett (1937–2022)","year":2023,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Hedgehog Signaling Pathway Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mathematical economics; Philosophy; Mathematics","authors":[{"name":"Walter R. Bloom","is_ca":false},{"name":"Richard J. Gardner","is_ca":false},{"name":"Al Hales","is_ca":false},{"name":"Joel Spencer","is_ca":false},{"name":"Terence Tao","is_ca":false},{"name":"B. P. Weiss","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01490670992463564,"gpt":0.2790724704051158,"spread":0.2641657604804802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004025317,0.0001725925,0.0003227437,0.00001384044,0.0001420618,0.00001499152,0.000521821,0.00006648043,0.00001640845],"category_scores_gemma":[0.0004807456,0.0001180161,0.0004401972,0.0004486391,0.0007333186,0.000003095283,0.0005117203,0.0001256309,0.00008463664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001372751,"about_ca_system_score_gemma":0.00004003502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002958832,"about_ca_topic_score_gemma":0.000006017494,"domain_scores_codex":[0.9987218,0.00007270719,0.0002818909,0.0002845017,0.00031168,0.0003274154],"domain_scores_gemma":[0.9988889,0.00014691,0.0002456303,0.0005749442,0.00007806921,0.00006561803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006112288,0.0003495183,0.00717519,0.000525286,0.000957325,0.000002895718,0.002280973,0.001089448,0.9194576,0.001565636,0.06228264,0.004252385],"study_design_scores_gemma":[0.00242517,0.001802406,0.05180421,0.0005571462,0.0009069222,0.00002084181,0.02676906,0.02290384,0.8060237,0.01515186,0.06895813,0.002676662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995597,0.0001714055,0.0005124037,0.001693748,0.0001013135,0.0001736925,0.00002144995,0.00005034521,0.001678649],"genre_scores_gemma":[0.9941691,0.00007080952,0.003221707,0.0009476398,0.0001506298,0.00002320431,0.000008559726,0.0000340855,0.001374246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1134338,"threshold_uncertainty_score":0.4812556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2579031575","doi":"10.1090/noti1471","title":"Report on Bridges 2016—In Memory of Our Founder, Reza Sarhangi (1952–2016)","year":2017,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Founder effect; Biology; Genetics","authors":[{"name":"Carlo H. Séquin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02574863085416654,"gpt":0.2993830584797167,"spread":0.2736344276255501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336024,0.0001863214,0.0005453815,0.00003077558,0.0002269611,0.00008235411,0.002469535,0.00005463144,0.000007395413],"category_scores_gemma":[0.0005730482,0.0001225242,0.0004883489,0.0002051512,0.0007718858,0.0002779672,0.000602264,0.0002160485,0.00002093009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003226187,"about_ca_system_score_gemma":0.00007521405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001261575,"about_ca_topic_score_gemma":0.000003040024,"domain_scores_codex":[0.9981478,0.0001237634,0.0005125423,0.0003643085,0.000533141,0.0003183805],"domain_scores_gemma":[0.9960161,0.0003856778,0.001323465,0.002111795,0.00008386844,0.00007908861],"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":[0.0003608704,0.008993123,0.02115279,0.003343019,0.001822793,0.0002855416,0.02910234,0.003553763,0.01138256,0.7182571,0.03052493,0.1712212],"study_design_scores_gemma":[0.00281642,0.001201502,0.1445391,0.002594066,0.0002574497,0.0001116245,0.007136162,0.1271816,0.03640875,0.6753545,0.0007319331,0.001666807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93851,0.00007975935,0.04026592,0.008243176,0.0006454122,0.0004687743,0.00001079079,0.00008343181,0.0116927],"genre_scores_gemma":[0.9632878,0.00001305051,0.03549967,0.0003063125,0.00006875531,0.000008025293,2.996748e-7,0.00001313895,0.0008029703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1695544,"threshold_uncertainty_score":0.4996392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2646917914","doi":"10.1090/noti1538","title":"Joseph B. Keller (1923–2016)","year":2017,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Mathematics","authors":[{"name":"Alice S. Whittemore","is_ca":true},{"name":"L. Mahadevan","is_ca":true},{"name":"B. J. Matkowsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04297912579028931,"gpt":0.3181439222441926,"spread":0.2751647964539033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001365149,0.0003148936,0.0008517486,0.00002004547,0.0009684747,0.0000928763,0.002169054,0.0000982818,0.0004148286],"category_scores_gemma":[0.002793289,0.0002018158,0.0008854865,0.0001149402,0.002939541,0.000208802,0.0005764483,0.000362674,0.0001780942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006596529,"about_ca_system_score_gemma":0.0000711937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002258955,"about_ca_topic_score_gemma":0.000007228671,"domain_scores_codex":[0.9977611,0.0001472667,0.0006625776,0.0003101161,0.0006856847,0.0004332784],"domain_scores_gemma":[0.9938639,0.001488823,0.001901285,0.00247448,0.0001274486,0.000144032],"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":[0.0001072116,0.002097439,0.0008630613,0.002776422,0.0009988683,0.000006188964,0.01554905,0.00002992365,0.002819297,0.9102958,0.05830332,0.006153399],"study_design_scores_gemma":[0.0004875063,0.0000971616,0.0008482579,0.00040136,0.000332911,0.000006950676,0.001458431,0.001694908,0.002144572,0.9863001,0.005799695,0.0004281101],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8974953,0.00004887802,0.004098156,0.001714773,0.0003289089,0.0005348271,0.00002008821,0.0001345436,0.09562455],"genre_scores_gemma":[0.9037073,0.000009678842,0.08903007,0.0003631218,0.0001645,0.00002218349,4.50582e-7,0.00006989083,0.006632782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08899177,"threshold_uncertainty_score":0.9997739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}