{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":142,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":142,"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":"a015695e63f5","filters":{"venue":"PNAS Nexus"}},"results":[{"id":"W4389101515","doi":"10.1093/pnasnexus/pgad361","title":"Estimating the environmental impacts of global lithium-ion battery supply chain: A temporal, geographical, and technological perspective","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":117,"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":"Saudi Aramco","keywords":"Greenhouse gas; Supply chain; Battery (electricity); Electricity; Environmental science; Production (economics); Renewable energy; Lithium iron phosphate; Lithium (medication); Environmental economics; Natural resource economics; Business; Waste management; Engineering; Electrical engineering; Power (physics)","authors":[{"name":"Jorge A. Llamas-Orozco","is_ca":false},{"name":"Fanran Meng","is_ca":false},{"name":"Gavin S. Walker","is_ca":false},{"name":"Amir F.N. Abdul-Manan","is_ca":false},{"name":"Heather L. MacLean","is_ca":true},{"name":"I. Daniel Posen","is_ca":true},{"name":"Jon McKechnie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01075879230556652,"gpt":0.2498837322645572,"spread":0.2391249399589906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001220604,0.0001000647,0.0001064345,0.00004665999,0.00008989232,0.00003473671,0.00007666266,0.00008089945,0.00003745276],"category_scores_gemma":[0.00007207188,0.0000736796,0.00003295145,0.0003183733,0.0001549022,0.0001126276,0.00003605473,0.0001424775,0.00002320916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004002797,"about_ca_system_score_gemma":0.000007614562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002514641,"about_ca_topic_score_gemma":0.00001133325,"domain_scores_codex":[0.9994252,0.00001711305,0.0001467346,0.0001319553,0.0001296343,0.0001493762],"domain_scores_gemma":[0.9997352,0.00006927456,0.00003449381,0.0001067521,0.00001088598,0.00004344144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002029965,0.0006909505,0.5563111,0.0008547655,0.0007129461,0.0001672875,0.01109987,0.08767229,0.2460467,0.03850244,0.02960756,0.02813113],"study_design_scores_gemma":[0.001245195,0.0004098618,0.4888627,0.0001476148,0.00008009021,0.0003051267,0.01415256,0.4465715,0.01522274,0.02551736,0.006659781,0.0008254202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951438,0.0006363356,0.0009677667,0.001283616,0.0001072038,0.000130782,0.00002713956,0.0003774429,0.001325956],"genre_scores_gemma":[0.9995221,0.00009737886,0.0002253262,0.00005529151,0.00003696596,0.00001703054,0.000008874515,0.000008339408,0.00002872932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3588993,"threshold_uncertainty_score":0.3004567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4284889259","doi":"10.1093/pnasnexus/pgac110","title":"Radical flanks of social movements can increase support for moderate factions","year":2022,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":95,"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":"Stanford Center on Philanthropy and Civil Society","keywords":"Social movement; Movement (music); Perception; Social psychology; Political economy; Psychology; Political science; Political radicalism; Sociology; Politics; Aesthetics; Law; Philosophy","authors":[{"name":"Brent Simpson","is_ca":false},{"name":"Robb Willer","is_ca":false},{"name":"Matthew Feinberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04164799901617845,"gpt":0.3573069686677781,"spread":0.3156589696515996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003267327,0.00006404606,0.0001476272,0.00004783538,0.001119226,0.00001493315,0.0001965307,0.00005851175,0.002219222],"category_scores_gemma":[0.00008099895,0.000072078,0.000108043,0.0001512538,0.0001959184,0.00005068682,0.00005481746,0.0001261199,0.000007008123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379102,"about_ca_system_score_gemma":0.0001902762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006048478,"about_ca_topic_score_gemma":0.001270187,"domain_scores_codex":[0.9989728,0.0001702844,0.0001791509,0.000157439,0.0002535101,0.0002668177],"domain_scores_gemma":[0.9996457,0.00007197011,0.00008750141,0.00006399946,0.00005073285,0.00008010773],"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":[0.0011063,0.001737702,0.005903278,0.00003023226,0.0004068844,0.00002358526,0.2254976,0.00008555613,0.0050593,0.4684038,0.2687638,0.02298184],"study_design_scores_gemma":[0.001634192,0.0004307596,0.006182072,0.000001738437,0.00004226507,0.000002055627,0.02749884,0.0001834802,0.0002300742,0.04759915,0.9159281,0.0002672633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.78378,0.00002429706,0.0006778364,0.006902019,0.002498885,0.0007041238,0.0005821861,0.0001040322,0.2047265],"genre_scores_gemma":[0.9887621,0.000002538644,0.00004197299,0.001209637,0.0003465535,0.0001722439,0.0000499064,0.000009167522,0.009405883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6471643,"threshold_uncertainty_score":0.9986929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386387636","doi":"10.1093/pnasnexus/pgad286","title":"High level of correspondence across different news domain quality rating sets","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Social Sciences and Humanities Research Council of Canada; Volkswagen Foundation; Google; Alexander von Humboldt-Stiftung; John Templeton Foundation","keywords":"Quality (philosophy); Domain (mathematical analysis); Psychology; Information retrieval; Computer science; Advertising; Business; Mathematics; Physics","authors":[{"name":"Hause Lin","is_ca":true},{"name":"Jana Lasser","is_ca":false},{"name":"Stephan Lewandowsky","is_ca":false},{"name":"Rocky Cole","is_ca":false},{"name":"Andrew Gully","is_ca":false},{"name":"David G. Rand","is_ca":false},{"name":"Gordon Pennycook","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2537725754183773,"gpt":0.457566251279546,"spread":0.2037936758611687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001316989,0.00008761031,0.0001793355,0.00004759404,0.0003888239,0.00009476128,0.0002321938,0.00007257058,0.0003110924],"category_scores_gemma":[0.001290298,0.00007531913,0.00005549736,0.0004670949,0.0001432981,0.0003002911,0.00007460439,0.00009297984,0.0002293885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006150337,"about_ca_system_score_gemma":0.0001164087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003951608,"about_ca_topic_score_gemma":0.003729521,"domain_scores_codex":[0.9983558,0.0002412043,0.0003508514,0.0001170116,0.0005695888,0.0003655642],"domain_scores_gemma":[0.9990405,0.0003555525,0.0001994655,0.0001802335,0.00007784129,0.000146444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001177546,0.00009862211,0.006644228,0.00009130112,0.00002959249,0.000007519934,0.7734282,0.0002353967,0.004736884,0.1032692,0.03674291,0.07459839],"study_design_scores_gemma":[0.001623195,0.0001119307,0.6331798,0.0001221525,0.000008996552,0.000001641517,0.3024847,0.0005342382,0.005013172,0.02389947,0.03245264,0.0005680299],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867791,0.00001031568,0.000685703,0.00141468,0.0005477051,0.0001556847,0.0000824455,0.0001056278,0.01021877],"genre_scores_gemma":[0.993849,0.00001847667,0.0001684233,0.0003451057,0.00007011049,0.000002396102,0.00001422538,0.000005396545,0.005526805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6265356,"threshold_uncertainty_score":0.5973676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405224545","doi":"10.1093/pnasnexus/pgae499","title":"Disagreement on foundational principles of biological aging","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"National Institute on Aging","keywords":"Epistemology; Engineering ethics; Psychology; Cognitive science; Philosophy; Engineering","authors":[{"name":"Vadim N. Gladyshev","is_ca":false},{"name":"Benjamin Anderson","is_ca":false},{"name":"Hanna Barlit","is_ca":false},{"name":"Benjamin Barré","is_ca":false},{"name":"Samuel J. Beck","is_ca":false},{"name":"Bahareh Behrouz","is_ca":false},{"name":"Daniel W. Belsky","is_ca":false},{"name":"Amandine Chaix","is_ca":false},{"name":"Manish Chamoli","is_ca":false},{"name":"Brian H. Chen","is_ca":false},{"name":"Kaiyang Cheng","is_ca":false},{"name":"Jane Chuprin","is_ca":false},{"name":"Gary A. Churchill","is_ca":false},{"name":"Andrea Cipriano","is_ca":false},{"name":"Alex Colville","is_ca":false},{"name":"Joris Deelen","is_ca":false},{"name":"Yuri Deigin","is_ca":false},{"name":"KeHuan K Edmonds","is_ca":false},{"name":"Bradley English","is_ca":false},{"name":"Ruogu Fang","is_ca":false},{"name":"Michael Florea","is_ca":false},{"name":"Iosif M. Gershteyn","is_ca":false},{"name":"Diljeet Gill","is_ca":false},{"name":"Laura H. Goetz","is_ca":false},{"name":"Vera Gorbunova","is_ca":false},{"name":"Patrick Griffin","is_ca":false},{"name":"Steve Horvath","is_ca":false},{"name":"Martin Borch Jensen","is_ca":false},{"name":"Xin Jin","is_ca":false},{"name":"Sara Jovanovska","is_ca":false},{"name":"Kathrin M Kajderowicz","is_ca":false},{"name":"Tomoko Kasahara","is_ca":false},{"name":"Csaba Kerepesi","is_ca":false},{"name":"Subhash Kulkarni","is_ca":false},{"name":"Vyacheslav M. Labunskyy","is_ca":false},{"name":"Morgan E. Levine","is_ca":false},{"name":"Sergiy Libert","is_ca":false},{"name":"Jinlong Y. Lu","is_ca":false},{"name":"Yuancheng Ryan Lu","is_ca":false},{"name":"Riccardo E. Marioni","is_ca":false},{"name":"Brianah M. McCoy","is_ca":false},{"name":"Wayne Mitchell","is_ca":false},{"name":"Mahdi Moqri","is_ca":false},{"name":"Farzaneh Nasirian","is_ca":false},{"name":"Peter Niimi","is_ca":false},{"name":"Hamilton Oh","is_ca":false},{"name":"Brian Okundaye","is_ca":false},{"name":"Andrey A. Parkhitko","is_ca":false},{"name":"Leonid Peshkin","is_ca":false},{"name":"Mia Petljak","is_ca":false},{"name":"Jesse R. Poganik","is_ca":false},{"name":"Glen Pridham","is_ca":true},{"name":"Daniel Promislow","is_ca":false},{"name":"Weronika Prusisz","is_ca":false},{"name":"Margaux Quiniou","is_ca":false},{"name":"Ken Raj","is_ca":false},{"name":"Daniel Richard","is_ca":false},{"name":"José Luis Ricón","is_ca":false},{"name":"Jarod Rutledge","is_ca":false},{"name":"Morten Scheibye‐Knudsen","is_ca":false},{"name":"Nicholas J. Schork","is_ca":false},{"name":"Andrei Seluanov","is_ca":false},{"name":"Michael Shadpour","is_ca":false},{"name":"Anastasia V. Shindyapina","is_ca":false},{"name":"Steven R. Shuken","is_ca":false},{"name":"Sruthi Sivakumar","is_ca":false},{"name":"Thomas Stoeger","is_ca":false},{"name":"Ayumu Sugiura","is_ca":false},{"name":"Nadia R. Sutton","is_ca":false},{"name":"Alexander Suvorov","is_ca":false},{"name":"Andrei E. Tarkhov","is_ca":false},{"name":"Emma C. Teeling","is_ca":false},{"name":"Alexandre Trapp","is_ca":false},{"name":"Alexander Tyshkovskiy","is_ca":false},{"name":"Maximilian Unfried","is_ca":false},{"name":"Cavin Ward‐Caviness","is_ca":false},{"name":"Sun Hee Yim","is_ca":false},{"name":"Kejun Ying","is_ca":false},{"name":"Jeffrey M. Yunes","is_ca":false},{"name":"Bohan Zhang","is_ca":false},{"name":"Alex Zhavoronkov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04453204585211117,"gpt":0.2882022705597724,"spread":0.2436702247076613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001359458,0.0001062498,0.00009106025,0.00003224065,0.00004081627,0.00002814069,0.0001303581,0.00007214183,0.00008267249],"category_scores_gemma":[0.0000431383,0.00008779328,0.0000714266,0.00004509931,0.0000776328,0.000001702165,0.00009117031,0.00006080074,0.00003950811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001276707,"about_ca_system_score_gemma":0.00004553037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008163598,"about_ca_topic_score_gemma":0.000009295332,"domain_scores_codex":[0.9992607,0.00002860372,0.0001627391,0.0002701133,0.0001283374,0.0001495004],"domain_scores_gemma":[0.9996783,0.00001915667,0.00003075768,0.0001977695,0.00003119968,0.00004288388],"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":[0.00006543706,0.0003022449,0.009474403,0.0001639187,0.0002468034,0.00001709921,0.000979585,0.003894208,0.9341208,0.03275425,0.002886413,0.01509489],"study_design_scores_gemma":[0.0005140428,0.001142168,0.02578945,0.0001088149,0.00005139135,0.00001868909,0.0001780326,0.002959287,0.6183815,0.005303092,0.3450151,0.0005383716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822702,0.001349318,0.01027534,0.0005144709,0.0004933139,0.0001256489,0.0000246729,0.00002655156,0.004920458],"genre_scores_gemma":[0.9972513,0.0001354266,0.0007948485,0.0002299912,0.0003187406,0.000008570083,0.0001140617,0.00001273956,0.001134372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3421287,"threshold_uncertainty_score":0.3580106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409653746","doi":"10.1093/pnasnexus/pgaf096","title":"Antibiotics in the global river system arising from human consumption","year":2025,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Consumption (sociology); Aquatic ecosystem; Antibiotic resistance; Ecosystem; Water quality; Environmental science; Antibiotics; Surface water; Environmental health; Environmental protection; Ecology; Environmental engineering; Biology; Medicine","authors":[{"name":"Heloisa Ehalt Macedo","is_ca":true},{"name":"Bernhard Lehner","is_ca":true},{"name":"Jim A. Nicell","is_ca":true},{"name":"Usman Khan","is_ca":true},{"name":"Eili Klein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02672986523548818,"gpt":0.3138539741324902,"spread":0.287124108897002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000157501,0.0001118079,0.0001097381,0.00001204246,0.0001353656,0.00004801178,0.0002388973,0.00005753481,0.0001905497],"category_scores_gemma":[0.00001230978,0.00008083489,0.00003604436,0.000167415,0.0002699113,0.0001118228,0.0001546937,0.0001293143,0.0006266835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003268506,"about_ca_system_score_gemma":0.000003111545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002808,"about_ca_topic_score_gemma":0.0001250667,"domain_scores_codex":[0.9990747,0.00009112211,0.0001752882,0.000223636,0.0001975681,0.0002377128],"domain_scores_gemma":[0.9996641,0.00005349165,0.00003691103,0.000190451,8.008888e-7,0.0000542672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008716825,0.0001640254,0.9808112,0.00002081363,0.00001171189,0.00005297389,0.0002385348,0.0002790341,0.01210266,0.003146595,0.0005820123,0.002581725],"study_design_scores_gemma":[0.0003866024,0.00001348437,0.990117,0.00008461941,0.00003043868,0.000005725304,0.0002002497,0.001487851,0.003472918,0.002630057,0.001462253,0.0001088033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955779,0.00008099331,0.0004846789,0.0003173724,0.0001556804,0.0001524447,0.00001766438,0.00002997276,0.04298225],"genre_scores_gemma":[0.9986582,0.00001090972,0.0002038362,0.0009843487,0.00002316536,2.58377e-7,0.000009181954,0.000003453637,0.0001066032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04287931,"threshold_uncertainty_score":0.8054957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286247879","doi":"10.1093/pnasnexus/pgac093","title":"Predicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning","year":2022,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Carleton University; University of Waterloo; Western University; University of British Columbia; Public Health Ontario; University of Toronto; Toronto Metropolitan University","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; National Institute on Aging; Australian Research Council; Biotechnology and Biological Sciences Research Council; Medical Research Council; Batten Institute for Innovation and Entrepreneurship, Darden School of Business, University of Virginia; Agencia Nacional de Investigación y Desarrollo; Universidad del Rosario; NOMIS Stiftung; Darden School of Business, University of Virginia; Hong Kong University of Science and Technology; Universidad de Huelva; Social Sciences and Humanities Research Council of Canada; Aarhus Universitet; Hrvatska Zaklada za Znanost; Fondo para la Investigación Científica y Tecnológica; Universität Wien; Natural Sciences and Engineering Research Council of Canada; Ministry of Science and Technology, Taiwan; Consejo Nacional de Investigaciones Científicas y Técnicas; Directorate for Biological Sciences; Conselho Nacional de Desenvolvimento Científico e Tecnológico; John Templeton Foundation; National Natural Science Foundation of China; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; Austrian Science Fund; Scuola IMT Alti Studi Lucca; National Institutes of Health; Volkswagen Foundation; Universidad del Valle; Global Brain Health Institute; Deutsche Forschungsgemeinschaft; Sistema Nacional de Investigadores; Rainwater Charitable Foundation; Norges Forskningsråd; Agentúra na Podporu Výskumu a Vývoja; University of Virginia; University of Oxford; Aarhus Universitets Forskningsfond; Alzheimer's Association; Academy of Finland","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Artificial intelligence; Cognitive psychology; Computer science; Virology; Medicine","authors":[{"name":"Tomislav Pavlović","is_ca":false},{"name":"Flávio Azevedo","is_ca":false},{"name":"Koustav De","is_ca":false},{"name":"Julián C. Riaño-Moreno","is_ca":false},{"name":"Marina Maglić","is_ca":false},{"name":"Theofilos Gkinopoulos","is_ca":false},{"name":"Patricio Andreas Donnelly-Kehoe","is_ca":false},{"name":"César Payán‐Gómez","is_ca":false},{"name":"Guanxiong Huang","is_ca":false},{"name":"Jarosław Kantorowicz","is_ca":false},{"name":"Michèle D. Birtel","is_ca":false},{"name":"Philipp Schönegger","is_ca":false},{"name":"Valerio Capraro","is_ca":false},{"name":"Hernando Santamaría‐García","is_ca":false},{"name":"Meltem Yucel","is_ca":false},{"name":"Agustín Ibáñez","is_ca":false},{"name":"Steve Rathje","is_ca":false},{"name":"Erik Wetter","is_ca":false},{"name":"Dragan Stanojević","is_ca":false},{"name":"Jan‐Willem van Prooijen","is_ca":false},{"name":"Eugenia Hesse","is_ca":false},{"name":"Renata Franc","is_ca":false},{"name":"Zoran Pavlović","is_ca":false},{"name":"Panagiotis Mitkidis","is_ca":false},{"name":"Aleksandra Cichocka","is_ca":false},{"name":"Michele J. Gelfand","is_ca":false},{"name":"Mark Alfano","is_ca":false},{"name":"Robert M. Ross","is_ca":false},{"name":"Hallgeir Sjåstad","is_ca":false},{"name":"John B. Nezlek","is_ca":false},{"name":"Aleksandra Cisłak","is_ca":false},{"name":"Patricia Lockwood","is_ca":false},{"name":"Koenraad Abts","is_ca":false},{"name":"Елена Агадуллина","is_ca":false},{"name":"David M. Amodio","is_ca":false},{"name":"Matthew A J Apps","is_ca":false},{"name":"John Jamir Benzon R. Aruta","is_ca":false},{"name":"Sahba Besharati","is_ca":false},{"name":"Alexander Bor","is_ca":false},{"name":"Becky L. Choma","is_ca":true},{"name":"William A. Cunningham","is_ca":true},{"name":"Waqas Ejaz","is_ca":false},{"name":"Harry Farmer","is_ca":false},{"name":"Andrej Findor","is_ca":false},{"name":"Biljana Gjoneska","is_ca":false},{"name":"Estrella Gualda","is_ca":false},{"name":"Toan Luu Duc Huynh","is_ca":false},{"name":"Mostak Ahamed Imran","is_ca":false},{"name":"Jacob Israelashvili","is_ca":false},{"name":"Elena Kantorowicz‐Reznichenko","is_ca":false},{"name":"André Krouwel","is_ca":false},{"name":"Yordan Kutiyski","is_ca":false},{"name":"Michael Laakasuo","is_ca":false},{"name":"Claus Lamm","is_ca":false},{"name":"Jonathan Lévy","is_ca":false},{"name":"Caroline Leygue","is_ca":false},{"name":"Ming‐Jen Lin","is_ca":false},{"name":"Mohammad Sabbir Mansoor","is_ca":false},{"name":"Antoine Marie","is_ca":false},{"name":"Lewend Mayiwar","is_ca":false},{"name":"Honorata Mazepus","is_ca":false},{"name":"Cillian McHugh","is_ca":false},{"name":"Andreas Olsson","is_ca":false},{"name":"Tobias Otterbring","is_ca":false},{"name":"Dominic J. Packer","is_ca":false},{"name":"Jussi Palomäki","is_ca":false},{"name":"Anat Perry","is_ca":false},{"name":"Michael Bang Petersen","is_ca":false},{"name":"Arathy Puthillam","is_ca":false},{"name":"Tobias Rothmund","is_ca":false},{"name":"Petra C. Schmid","is_ca":false},{"name":"David Stadelmann","is_ca":false},{"name":"Cătălin Augustin Stoica","is_ca":false},{"name":"Drozdstoy Stoyanov","is_ca":false},{"name":"Kristina Stoyanova","is_ca":false},{"name":"Shruti Tewari","is_ca":false},{"name":"Bojan Todosijević","is_ca":false},{"name":"Benno Torgler","is_ca":false},{"name":"Manos Tsakiris","is_ca":false},{"name":"Hans H. Tung","is_ca":false},{"name":"Radu Umbreș","is_ca":false},{"name":"Edmunds Vanags","is_ca":false},{"name":"Madalina Vlasceanu","is_ca":false},{"name":"Andrew Vonasch","is_ca":false},{"name":"Yucheng Zhang","is_ca":false},{"name":"Mohcine Abad","is_ca":false},{"name":"Eli Adler","is_ca":false},{"name":"Hamza Alaoui Mdarhri","is_ca":false},{"name":"Benedict Guzman Antazo","is_ca":false},{"name":"F. Ceren Ay","is_ca":false},{"name":"Mouhamadou El Hady Ba","is_ca":false},{"name":"Sergio Barbosa","is_ca":false},{"name":"Brock Bastian","is_ca":false},{"name":"Anton Berg","is_ca":false},{"name":"Michał Białek","is_ca":false},{"name":"Ennio Bilancini","is_ca":false},{"name":"Natalia Bogatyreva","is_ca":false},{"name":"Leonardo Boncinelli","is_ca":false},{"name":"Jonathan E. Booth","is_ca":false},{"name":"Sylvie Borau","is_ca":false},{"name":"Ondrej Buchel","is_ca":false},{"name":"Chrissie Ferreira de Carvalho","is_ca":false},{"name":"Tatiana Celadin","is_ca":false},{"name":"Chiara Cerami","is_ca":false},{"name":"Hom Nath Chalise","is_ca":false},{"name":"Xiaojun Cheng","is_ca":false},{"name":"Luca Cian","is_ca":false},{"name":"Kate Cockcroft","is_ca":false},{"name":"Jane Conway","is_ca":false},{"name":"Mateo Andres Córdoba-Delgado","is_ca":false},{"name":"Chiara Crespi","is_ca":false},{"name":"Marie Crouzevialle","is_ca":false},{"name":"Jo Cutler","is_ca":false},{"name":"Marzena Cypryańska","is_ca":false},{"name":"Justyna Dąbrowska","is_ca":false},{"name":"Victoria H. Davis","is_ca":true},{"name":"John Paul Minda","is_ca":true},{"name":"Pamala N. Dayley","is_ca":false},{"name":"Sylvain Delouvée","is_ca":false},{"name":"Ognjan Denkovski","is_ca":false},{"name":"Guillaume Dezecache","is_ca":false},{"name":"Nathan Dhaliwal","is_ca":true},{"name":"Alelie B. Diato","is_ca":false},{"name":"Roberto Di Paolo","is_ca":false},{"name":"Uwe Dulleck","is_ca":false},{"name":"Jānis Ekmanis","is_ca":false},{"name":"Tom Étienne","is_ca":false},{"name":"Hapsa Hossain Farhana","is_ca":false},{"name":"Fahima Farkhari","is_ca":false},{"name":"Kristijan Fidanovski","is_ca":false},{"name":"Terry Flew","is_ca":false},{"name":"Shona Fraser","is_ca":false},{"name":"Raymond Boadi Frempong","is_ca":false},{"name":"Jonathan A. Fugelsang","is_ca":true},{"name":"Jessica Gale","is_ca":false},{"name":"E. Begoña García-Navarro","is_ca":false},{"name":"Prasad Garladinne","is_ca":false},{"name":"Kurt Gray","is_ca":false},{"name":"Siobhán M. Griffin","is_ca":false},{"name":"Bjarki Gronfeldt","is_ca":false},{"name":"June Gruber","is_ca":false},{"name":"Eran Halperin","is_ca":false},{"name":"Volo Herzon","is_ca":false},{"name":"Matej Hruška","is_ca":false},{"name":"Matthias F. C. Hudecek","is_ca":false},{"name":"Ozan İşler","is_ca":false},{"name":"Simon Jangard","is_ca":false},{"name":"Frederik Juhl Jørgensen","is_ca":false},{"name":"Oleksandra Keudel","is_ca":false},{"name":"Lina Koppel","is_ca":false},{"name":"Mika Koverola","is_ca":false},{"name":"Anton Kunnari","is_ca":false},{"name":"Josh Leota","is_ca":false},{"name":"Eva Lermer","is_ca":false},{"name":"Chunyun Li","is_ca":false},{"name":"Chiara Longoni","is_ca":false},{"name":"Darragh McCashin","is_ca":false},{"name":"Igor Mikloušić","is_ca":false},{"name":"Juliana Molina-Paredes","is_ca":false},{"name":"César Monroy-Fonseca","is_ca":false},{"name":"Elena Morales-Marente","is_ca":false},{"name":"David Moreau","is_ca":false},{"name":"Rafał Muda","is_ca":false},{"name":"Annalisa Myer","is_ca":false},{"name":"Kyle Nash","is_ca":true},{"name":"Jonas P. Nitschke","is_ca":false},{"name":"Matthew S. Nurse","is_ca":false},{"name":"Victoria Oldemburgo de Mello","is_ca":true},{"name":"María Soledad Palacios-Gálvez","is_ca":false},{"name":"Yafeng Pan","is_ca":false},{"name":"Zsófia Papp","is_ca":false},{"name":"Philip Pärnamets","is_ca":false},{"name":"Mariola Paruzel‐Czachura","is_ca":false},{"name":"Silva Perander","is_ca":false},{"name":"Michael M. Pitman","is_ca":false},{"name":"Ali Raza","is_ca":false},{"name":"Gabriel Gaudencio do Rêgo","is_ca":false},{"name":"Claire Robertson","is_ca":false},{"name":"Iván Rodríguez Pascual","is_ca":false},{"name":"Teemu Saikkonen","is_ca":false},{"name":"Octavio Salvador-Ginez","is_ca":false},{"name":"Waldir M. Sampaio","is_ca":false},{"name":"Gaia Chiara Santi","is_ca":false},{"name":"David Schultner","is_ca":false},{"name":"Enid Schutte","is_ca":false},{"name":"Andy Scott","is_ca":true},{"name":"Ahmed Skali","is_ca":false},{"name":"Anna Stefaniak","is_ca":true},{"name":"Anni Sternisko","is_ca":false},{"name":"Brent Strickland","is_ca":false},{"name":"Jeffrey P. Thomas","is_ca":false},{"name":"Gustav Tinghög","is_ca":false},{"name":"Iris J. Traast","is_ca":false},{"name":"Raffaele Tucciarelli","is_ca":false},{"name":"Michael Tyrala","is_ca":false},{"name":"Nick D. Ungson","is_ca":false},{"name":"Mete Sefa Uysal","is_ca":false},{"name":"Dirk Van Rooy","is_ca":false},{"name":"Daniel Västfjäll","is_ca":false},{"name":"Joana B. Vieira","is_ca":false},{"name":"Christian von Sikorski","is_ca":false},{"name":"Alexander C. Walker","is_ca":true},{"name":"Jennifer Watermeyer","is_ca":false},{"name":"Robin Willardt","is_ca":false},{"name":"Michael J. A. Wohl","is_ca":true},{"name":"Adrian Dominik Wójcik","is_ca":false},{"name":"Kaidi Wu","is_ca":false},{"name":"Yuki Yamada","is_ca":false},{"name":"Onurcan Yılmaz","is_ca":false},{"name":"Kumar Yogeeswaran","is_ca":false},{"name":"Carolin‐Theresa Ziemer","is_ca":false},{"name":"Rolf A. Zwaan","is_ca":false},{"name":"Paulo S. Boggio","is_ca":false},{"name":"Ashley V. Whillans","is_ca":false},{"name":"Paul A. M. Van Lange","is_ca":false},{"name":"Rajib Prasad","is_ca":false},{"name":"Michal Onderčo","is_ca":false},{"name":"Cathal O’Madagain","is_ca":false},{"name":"Tarik Nesh-Nash","is_ca":false},{"name":"Oscar Moreda Laguna","is_ca":false},{"name":"Emily Kubin","is_ca":false},{"name":"Mert Gümren","is_ca":false},{"name":"Ali Fenwick","is_ca":false},{"name":"Arhan S. Ertan","is_ca":false},{"name":"Michael J. Bernstein","is_ca":false},{"name":"Hanane Amara","is_ca":false},{"name":"Jay Joseph Van Bavel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2706403589310706,"gpt":0.502335949781352,"spread":0.2316955908502814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007730282,0.000135705,0.0001794283,0.0001743159,0.0009226298,0.00002246855,0.0001234882,0.00004334134,0.00108097],"category_scores_gemma":[0.0001338488,0.0001510225,0.00003734971,0.000243533,0.00004322801,0.00004689923,0.0003108597,0.0004587948,0.0000195588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007966713,"about_ca_system_score_gemma":0.0002998493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0162254,"about_ca_topic_score_gemma":0.0007477405,"domain_scores_codex":[0.998307,0.0004464285,0.0002308541,0.0004065655,0.0002119641,0.0003971772],"domain_scores_gemma":[0.9990577,0.0003141525,0.00008776784,0.0001765966,0.00001132599,0.0003524948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007840192,0.0001038689,0.9849482,0.00003186062,0.00001213162,0.0001262491,0.008153522,0.0003288764,0.001478484,0.0001251309,0.0001272438,0.003780424],"study_design_scores_gemma":[0.005990691,0.004790666,0.5245969,0.00005037036,0.00023486,0.003213726,0.02074349,0.005044912,0.00004259061,0.0003631149,0.4339055,0.001023262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966813,0.0009923824,0.0002941949,0.000481471,0.0006460481,0.0003328435,0.00007381897,0.0001604797,0.0003374643],"genre_scores_gemma":[0.9944212,0.000006782398,0.0001774041,0.002696561,0.0001217461,0.00007359293,0.00001961597,0.00002663276,0.002456468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4603513,"threshold_uncertainty_score":0.9998322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383342330","doi":"10.1093/pnasnexus/pgad219","title":"Negative expressions are shared more on Twitter for public figures than for ordinary users","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Vienna Science and Technology Fund; Studienstiftung des Deutschen Volkes; York University","keywords":"Negativity effect; Social media; Content (measure theory); Psychology; Focus (optics); Social psychology; Psychological intervention; Politics; Computer science; Political science; World Wide Web; Mathematics","authors":[{"name":"Jonas Schöne","is_ca":false},{"name":"David García","is_ca":false},{"name":"Brian Parkinson","is_ca":false},{"name":"Amit Goldenberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1698942576985036,"gpt":0.3948951418410917,"spread":0.2250008841425881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002926011,0.0001010863,0.0001227445,0.0001393654,0.0007241547,0.0001976722,0.0002214222,0.00008858644,0.0003031686],"category_scores_gemma":[0.002141476,0.00008334644,0.00009804407,0.0003564571,0.00007446492,0.0005415996,0.00003139844,0.0000672661,0.0001211309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005924967,"about_ca_system_score_gemma":0.000118764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007851642,"about_ca_topic_score_gemma":0.0001260841,"domain_scores_codex":[0.9989905,0.00004331096,0.0001468569,0.0001501364,0.0002628888,0.000406297],"domain_scores_gemma":[0.9989128,0.0005047768,0.000107113,0.0001490069,0.0001308382,0.0001955047],"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":[0.00006205375,0.00003276465,0.0001394214,0.00003069068,0.00001924983,9.970564e-7,0.09957126,0.00004827047,0.00006878097,0.00490295,0.8929015,0.002222003],"study_design_scores_gemma":[0.001390775,0.0002186679,0.01893021,0.000159034,0.00001605704,3.719792e-7,0.1829167,0.001684367,0.0007032686,0.009971917,0.7836571,0.0003516027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7167447,0.00005487884,0.001332685,0.1195088,0.002119534,0.004597479,0.001237543,0.001181567,0.1532228],"genre_scores_gemma":[0.9671435,0.00001467544,0.0003704496,0.003284229,0.000393055,0.000181123,0.0001546441,0.00002176471,0.02843655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2503988,"threshold_uncertainty_score":0.5569686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283780109","doi":"10.1093/pnasnexus/pgac102","title":"Sustained timber yield claims, considerations, and tradeoffs for selectively logged forests","year":2022,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"Yield (engineering); Logging; Environmental science; Agroforestry; Business; Forestry; Geography; Materials science","authors":[{"name":"Francis E. Putz","is_ca":false},{"name":"Claudia Romero","is_ca":false},{"name":"Plínio Sist","is_ca":false},{"name":"Gustavo Schwartz","is_ca":false},{"name":"Ian D. Thompson","is_ca":true},{"name":"Anand Roopsind","is_ca":false},{"name":"Ruslandi","is_ca":false},{"name":"Vincent P. Medjibe","is_ca":false},{"name":"Peter W. Ellis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01961022394534121,"gpt":0.2440589625222455,"spread":0.2244487385769043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001713752,0.00009687826,0.00009259385,0.00003800469,0.0004760521,0.00004081482,0.00008155771,0.00002417389,0.004584694],"category_scores_gemma":[0.00007106755,0.00009868298,0.00003287239,0.0001333559,0.00008022496,0.0001165692,0.0002254848,0.00009293473,0.00006872418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009670244,"about_ca_system_score_gemma":0.0000147326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002493262,"about_ca_topic_score_gemma":0.0005162591,"domain_scores_codex":[0.999229,0.00003669399,0.0001178012,0.0002218631,0.000144223,0.0002504349],"domain_scores_gemma":[0.9996135,0.0001662045,0.00004148492,0.0001154786,0.000004351762,0.00005900897],"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":[0.0001091129,0.0001289163,0.0344561,0.0000247513,0.00004198204,0.00001959244,0.001854199,0.004732616,0.0004868893,0.04276385,0.9130616,0.002320419],"study_design_scores_gemma":[0.002673454,0.0009460467,0.1061671,0.000005830538,0.0001052552,0.00006701023,0.0006337859,0.03125267,0.0004064233,0.1958915,0.6610447,0.0008062037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8275293,0.0001936126,0.0009653707,0.01192851,0.000370044,0.00244488,0.00009046606,0.0002102143,0.1562677],"genre_scores_gemma":[0.982136,0.000002882121,0.0004860062,0.001236677,0.00004828783,0.0001852363,0.0000182463,0.00001385493,0.01587286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2520168,"threshold_uncertainty_score":0.9963253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220977759","doi":"10.1093/pnasnexus/pgac034","title":"Deep-seated psychological histories of COVID-19 vaccine hesitance and resistance","year":2022,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute on Aging; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Medical Research Council; Medical Research Council Canada","keywords":"Pandemic; Psychology; Mental health; Preparedness; Psychological resilience; Resistance (ecology); Public health; Medicine; Social psychology; Psychiatry; Coronavirus disease 2019 (COVID-19); Political science; Nursing; Disease","authors":[{"name":"Terrie E. Moffitt","is_ca":false},{"name":"Avshalom Caspi","is_ca":false},{"name":"Antony Ambler","is_ca":false},{"name":"Kyle J. Bourassa","is_ca":false},{"name":"HonaLee Harrington","is_ca":false},{"name":"Sean Hogan","is_ca":false},{"name":"Renate Houts","is_ca":false},{"name":"Sandhya Ramrakha","is_ca":false},{"name":"Stacy Wood","is_ca":false},{"name":"Richie Poulton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03469498180792763,"gpt":0.3314127153498879,"spread":0.2967177335419603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004975484,0.00009568757,0.0002138944,0.00005781582,0.0008700751,0.00002078267,0.0002652837,0.00004907333,0.001165033],"category_scores_gemma":[0.0005342181,0.00009723287,0.00004530488,0.0004302918,0.00003881193,0.0001160106,0.00007720487,0.0001491302,0.000003482689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002525737,"about_ca_system_score_gemma":0.0001212095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00026953,"about_ca_topic_score_gemma":0.002491538,"domain_scores_codex":[0.9986531,0.0002588504,0.0002210271,0.0002865191,0.0003293167,0.0002511797],"domain_scores_gemma":[0.9992357,0.0002049006,0.0001253258,0.0002063611,0.00005929312,0.0001684404],"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":[0.001367932,0.0005982731,0.1511582,0.0001763194,0.00007139452,0.0003582798,0.07255211,0.0001037535,0.0009185065,0.5958739,0.1740125,0.00280892],"study_design_scores_gemma":[0.0009708555,0.0001913656,0.03130875,0.000005042994,0.0000257522,0.00000700599,0.005272374,0.00001216563,0.00002553622,0.04067219,0.9212639,0.0002450877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7860268,0.03235237,0.002435021,0.05737842,0.001457106,0.0008935016,0.00005413121,0.000403832,0.1189988],"genre_scores_gemma":[0.9916817,0.000184251,0.0004983105,0.001113696,0.00009834624,0.00003320849,0.000004708856,0.000008550866,0.00637721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7472515,"threshold_uncertainty_score":0.9997481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300864490","doi":"10.1093/pnasnexus/pgac219","title":"Socioeconomic disadvantage, chronic stress, and proinflammatory phenotype: an integrative data analysis across the lifecourse","year":2022,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Proinflammatory cytokine; Disadvantage; Socioeconomic status; Chronic stress; Context (archaeology); Psychology; Medicine; Inflammation; Biology; Immunology; Population; Environmental health; Neuroscience; Political science","authors":[{"name":"Phoebe H. Lam","is_ca":false},{"name":"Edith Chen","is_ca":false},{"name":"Jessica J. Chiang","is_ca":false},{"name":"Gregory E. Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02765712074974023,"gpt":0.3336408528431546,"spread":0.3059837320934144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001320212,0.000179522,0.0002258728,0.00005523772,0.0009592088,0.0001833564,0.001084526,0.00002663292,0.0004929187],"category_scores_gemma":[0.0001229515,0.0001304618,0.00007153516,0.0002697039,0.0003257455,0.0004001429,0.001141186,0.0003428841,0.00002401373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001139483,"about_ca_system_score_gemma":0.0001570187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001466518,"about_ca_topic_score_gemma":0.001497148,"domain_scores_codex":[0.9981088,0.0003732557,0.0002250635,0.0007135709,0.0002238027,0.0003555312],"domain_scores_gemma":[0.9982325,0.0003250373,0.0001688084,0.00116608,0.00001106161,0.00009647127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00280725,0.001893972,0.1759174,0.0002085401,0.001845968,0.0008738759,0.05127204,0.03074197,0.06494688,0.01783024,0.004893993,0.6467679],"study_design_scores_gemma":[0.004176287,0.002102551,0.3137232,0.00004776646,0.001906496,0.0001709778,0.06959377,0.4920059,0.02483757,0.004460713,0.0842465,0.002728242],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957748,0.001180213,0.000149118,0.0004565872,0.0002010997,0.0003236449,0.001560235,0.0000651853,0.0002890922],"genre_scores_gemma":[0.998349,0.0003611951,0.00001371141,0.0003214782,0.0001311153,0.0001036475,0.00008120578,0.00002193768,0.0006167138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6440396,"threshold_uncertainty_score":0.7377555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400984434","doi":"10.1093/pnasnexus/pgae290","title":"Regional variation in the role of humidity on city-level heat-related mortality","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Air Canada","funders":"Medical Research Council; Grantová Agentura České Republiky; National Research Foundation of Korea; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Japan Society for the Promotion of Science; Horizon 2020 Framework Programme; National Research Foundation; Ministry of Science and ICT, South Korea; University of Tokyo; H2020 LEIT Information and Communication Technologies; European Commission; Environmental Restoration and Conservation Agency; National Aeronautics and Space Administration; National Science Foundation","keywords":"Environmental science; Heat stress; Humidity; Relative humidity; Human health; Urban heat island; Atmospheric sciences; Positive correlation; Meteorology; Environmental health; Geography; Medicine; Geology","authors":[{"name":"Qiang Guo","is_ca":false},{"name":"Malcolm Mistry","is_ca":false},{"name":"Xudong Zhou","is_ca":false},{"name":"Gang Zhao","is_ca":false},{"name":"Kanon Kino","is_ca":false},{"name":"Bo Wen","is_ca":false},{"name":"Kei Yoshimura","is_ca":false},{"name":"Yusuke Satoh","is_ca":false},{"name":"Ivana Cvijanović","is_ca":false},{"name":"Yoonhee Kim","is_ca":false},{"name":"Chris Fook Sheng Ng","is_ca":false},{"name":"Ana M. Vicedo‐Cabrera","is_ca":false},{"name":"Ben Armstrong","is_ca":false},{"name":"Aleš Urban","is_ca":false},{"name":"Klea Katsouyanni","is_ca":false},{"name":"Pierre Masselot","is_ca":false},{"name":"Shilu Tong","is_ca":false},{"name":"Francesco Sera","is_ca":false},{"name":"Veronika Huber","is_ca":false},{"name":"Michelle L. Bell","is_ca":false},{"name":"Jan Kyselý","is_ca":false},{"name":"Antonio Gasparrini","is_ca":false},{"name":"Masahiro Hashizume","is_ca":false},{"name":"Taikan Oki","is_ca":false},{"name":"Rosana Abrutzky","is_ca":false},{"name":"Yuming Guo","is_ca":false},{"name":"Micheline de Sousa Zanotti Stagliorio Coêlho","is_ca":false},{"name":"Paulo Hilário Nascimento Saldiva","is_ca":false},{"name":"Éric Lavigne","is_ca":true},{"name":"Nicolás Valdés Ortega","is_ca":false},{"name":"Patricia Matus Correa","is_ca":false},{"name":"Haidong Kan","is_ca":false},{"name":"Samuel Osorio","is_ca":false},{"name":"Dominic Royé","is_ca":false},{"name":"Ene Indermitte","is_ca":false},{"name":"Hans Orru","is_ca":false},{"name":"Jouni J. K. Jaakkola","is_ca":false},{"name":"Niilo Ryti","is_ca":false},{"name":"Mathilde Pascal","is_ca":false},{"name":"Alexandra Schneider","is_ca":false},{"name":"Antonis Analitis","is_ca":false},{"name":"Alireza Entezari","is_ca":false},{"name":"Fatemeh Mayvaneh","is_ca":false},{"name":"Ariana Zeka","is_ca":false},{"name":"Patrick Goodman","is_ca":false},{"name":"Francesca de’Donato","is_ca":false},{"name":"Paola Michelozzi","is_ca":false},{"name":"Barrak Alahmad","is_ca":false},{"name":"César De la Cruz Valencia","is_ca":false},{"name":"Magali Hurtado‐Díaz","is_ca":false},{"name":"Ala Overcenco","is_ca":false},{"name":"Caroline Ameling","is_ca":false},{"name":"Danny Houthuijs","is_ca":false},{"name":"Shilpa Rao","is_ca":false},{"name":"Xerxes Seposo","is_ca":false},{"name":"Joana Madureira","is_ca":false},{"name":"Susana das Neves Pereira da Silva","is_ca":false},{"name":"Iulian‐Horia Holobâcă","is_ca":false},{"name":"Fiorella Acquaotta","is_ca":false},{"name":"Noah Scovronick","is_ca":false},{"name":"Ho Kim","is_ca":false},{"name":"Whanhee Lee","is_ca":false},{"name":"Aurelio Tobı́as","is_ca":false},{"name":"Carmen Íñiguez","is_ca":false},{"name":"Bertil Forsberg","is_ca":false},{"name":"Martina S. Ragettli","is_ca":false},{"name":"Shih-Chun Pan","is_ca":false},{"name":"Yue Leon Guo","is_ca":false},{"name":"Shanshan Li","is_ca":false},{"name":"Rochelle Schneider","is_ca":false},{"name":"Valentina Colistro","is_ca":false},{"name":"Antonella Zanobetti","is_ca":false},{"name":"Joel Schwartz","is_ca":false},{"name":"Do Van Dung","is_ca":false},{"name":"Trần Ngọc Đăng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1367302297496275,"gpt":0.344453025643177,"spread":0.2077227958935495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005455444,0.00006812417,0.00008222964,0.00002893103,0.00005303107,0.00001653081,0.0001129153,0.00005703729,0.0009759744],"category_scores_gemma":[0.00003807164,0.00004836279,0.0000305356,0.0002640545,0.00004851744,0.00009876486,0.00003269744,0.0001542311,0.0001947023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172176,"about_ca_system_score_gemma":0.00001380746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003123742,"about_ca_topic_score_gemma":0.0007190514,"domain_scores_codex":[0.9991489,0.00006999602,0.0001766527,0.0001622211,0.0002715336,0.000170705],"domain_scores_gemma":[0.9996327,0.0001237616,0.00002620578,0.0001702854,0.000002989105,0.00004404923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003142723,0.003039906,0.5875242,0.0005651215,0.0001160357,0.0002099821,0.1503718,0.009418571,0.0747859,0.0590447,0.0542102,0.06039936],"study_design_scores_gemma":[0.000109243,0.00006693896,0.9635729,0.00004550165,0.000008451401,0.000004563827,0.000160807,0.004228385,0.0003168452,0.02760572,0.003817332,0.00006327699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744507,0.0001558301,0.0000122679,0.002109649,0.0001301628,0.0001727018,0.00002622302,0.00002140758,0.02292108],"genre_scores_gemma":[0.9992419,0.00004224266,0.0000143076,0.0005476495,0.00004699318,0.00001039421,0.00001564533,0.000005072475,0.00007572433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3760488,"threshold_uncertainty_score":0.9999373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367676198","doi":"10.1093/pnasnexus/pgad100","title":"Reasoning about climate change","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":31,"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":"Agence Nationale de la Recherche; William and Flora Hewlett Foundation; John Templeton Foundation","keywords":"Motivated reasoning; Popularity; Analytic reasoning; Climate change; Scientific consensus; Coherence (philosophical gambling strategy); Cognition; Psychology; Social psychology; Confirmation bias; Cognitive psychology; Global warming; Deductive reasoning; Epistemology; Political science; Computer science; Artificial intelligence; Politics; Law; Ecology; Mathematics","authors":[{"name":"Bence Bagó","is_ca":false},{"name":"David G. Rand","is_ca":false},{"name":"Gordon Pennycook","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6186908678453253,"gpt":0.497760391644645,"spread":0.1209304762006804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006569049,0.00005500444,0.00007190168,0.00007385437,0.0006550977,0.0000766798,0.000205635,0.0000618893,0.0009940856],"category_scores_gemma":[0.0001398127,0.00005832888,0.00003886352,0.0004779808,0.00007877565,0.0001654604,0.00008846146,0.00007851009,0.002826417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005285335,"about_ca_system_score_gemma":0.00001377248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155961,"about_ca_topic_score_gemma":0.003369579,"domain_scores_codex":[0.9991819,0.0001310396,0.00009434171,0.0001144877,0.0001762389,0.0003020223],"domain_scores_gemma":[0.9995366,0.00008425758,0.0000421511,0.0002142849,0.00004131958,0.00008136384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002014391,0.00006010464,0.0194431,0.00004627761,0.00001041581,0.00001108257,0.3668976,0.000004420221,0.0003665975,0.1691415,0.01404277,0.429956],"study_design_scores_gemma":[0.0001807618,0.00001518605,0.09254234,0.00007957883,0.000007958771,7.173332e-7,0.02230157,0.0006998536,0.000006832032,0.001956005,0.8820263,0.0001828605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1813412,0.0004973772,0.00001031604,0.01392361,0.0009869451,0.0003541702,0.00002697855,0.001131568,0.8017278],"genre_scores_gemma":[0.9675058,0.02670743,0.00009769105,0.001098106,0.0009758562,0.0001219141,0.0001082748,0.00002017088,0.003364784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8679836,"threshold_uncertainty_score":0.9999191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407698196","doi":"10.1093/pnasnexus/pgaf017","title":"Blocking mobile internet on smartphones improves sustained attention, mental health, and subjective well-being","year":2025,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":27,"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; University of Alberta","funders":"Silicon Valley Community Foundation","keywords":"The Internet; Mental health; Mobile phone; Internet access; Internet privacy; Psychology; Intervention (counseling); Mobile technology; Mobile device; Applied psychology; Computer science; Psychiatry; World Wide Web; Telecommunications","authors":[{"name":"Noah Castelo","is_ca":true},{"name":"Kostadin Kushlev","is_ca":false},{"name":"Adrian F. Ward","is_ca":false},{"name":"Michael Esterman","is_ca":false},{"name":"Peter B. Reiner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005698358385529682,"gpt":0.2971889485782926,"spread":0.291490590192763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003730345,0.0001316256,0.0001797934,0.0001809829,0.0006568713,0.0001063028,0.0002007806,0.0001160004,0.00002239474],"category_scores_gemma":[0.0001746864,0.0001341358,0.00004574606,0.0002935952,0.0002911,0.0001352989,0.0001175786,0.0002021032,0.00001975519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000361467,"about_ca_system_score_gemma":0.0001722875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002377126,"about_ca_topic_score_gemma":0.0008656856,"domain_scores_codex":[0.9987815,0.0001280516,0.0001911672,0.0002877606,0.0001862442,0.0004252505],"domain_scores_gemma":[0.9995384,0.00006281168,0.0001002388,0.0001416457,0.00005300664,0.0001038818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006765814,0.001047185,0.4973755,0.0003154844,0.0004051342,0.00003581169,0.1338897,0.000004153183,0.003284175,0.1103304,0.04396366,0.2086723],"study_design_scores_gemma":[0.009092053,0.002807728,0.260228,0.00247111,0.0001133802,0.00002102267,0.4750457,0.0008390879,0.01553891,0.08010565,0.151778,0.001959447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649559,0.0003880262,0.00007141678,0.007107412,0.0008845532,0.0006539643,0.000002219194,0.0002581947,0.02567828],"genre_scores_gemma":[0.9882056,0.00008014089,0.00004499403,0.00120917,0.00005842326,0.00002319613,0.000004831736,0.000009966298,0.01036369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.341156,"threshold_uncertainty_score":0.5469899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387609406","doi":"10.1093/pnasnexus/pgad327","title":"Deep learning unmasks the ECG signature of Brugada syndrome","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Ministero della Salute","keywords":"Brugada syndrome; Medicine; Cardiology; Internal medicine; Sudden cardiac death; Sodium channel blocker; Population; Sodium channel; Cardiomyopathy; Heart failure; Sodium","authors":[{"name":"Luke Melo","is_ca":true},{"name":"Giuseppe Ciconte","is_ca":false},{"name":"Ashton Christy","is_ca":true},{"name":"Gabriele Vicedomini","is_ca":false},{"name":"Luigi Anastasia","is_ca":true},{"name":"Carlo Pappone","is_ca":false},{"name":"Edward R. Grant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00834943741763498,"gpt":0.2472286510143596,"spread":0.2388792135967246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001555872,0.00009887866,0.0002537543,0.00006205251,0.000108156,0.000004340431,0.00006949621,0.0001134968,0.00009562909],"category_scores_gemma":[0.0001594223,0.00006525841,0.000146343,0.0004250038,0.000091849,0.00002505932,0.00004878838,0.0005268908,0.0002117279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001608963,"about_ca_system_score_gemma":0.00004089414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001716115,"about_ca_topic_score_gemma":0.000002568293,"domain_scores_codex":[0.9992349,0.00007497475,0.0001328559,0.0001605165,0.0001501401,0.0002466642],"domain_scores_gemma":[0.999408,0.0002211016,0.0000544503,0.0002258873,0.00004279247,0.00004777253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002621123,0.0004627533,0.02441227,0.001432841,0.003819963,0.02239641,0.01608592,0.07825509,0.6094345,0.01273631,0.04896762,0.1793752],"study_design_scores_gemma":[0.005692552,0.003988338,0.838148,0.000556476,0.001139087,0.00833327,0.003603917,0.03270449,0.02761353,0.01222873,0.06487703,0.001114583],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922343,0.001260106,0.00005335157,0.001475991,0.0002657844,0.0001824171,0.000001553573,0.0001367025,0.004389757],"genre_scores_gemma":[0.9951379,0.00009594655,0.0000292164,0.0003271258,0.0001692822,0.00001171283,0.00002787311,0.00001809064,0.004182883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8137357,"threshold_uncertainty_score":0.2721404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387503282","doi":"10.1093/pnasnexus/pgad298","title":"Phase shift between joint rotation and actuation reflects dominant forces and predicts muscle activation patterns","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Robotic Locomotion and Control","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Army Research Office; Canadian Institutes of Health Research; Division of Biological Infrastructure; Musculoskeletal Research Center, Washington University in St. Louis; UK Research and Innovation; Deutsche Forschungsgemeinschaft; Medical Research Council; Royal Society; National Science Foundation","keywords":"Fictitious force; Mechanics; Inertia; Work (physics); Physics; Inertial frame of reference; Froude number; Reynolds number; Rotation (mathematics); Slender-body theory; Classical mechanics; Dimensionless quantity; Mathematics; Control theory (sociology); Geometry; Computer science; Stokes flow","authors":[{"name":"Gregory P. Sutton","is_ca":false},{"name":"Nicholas S. Szczecinski","is_ca":false},{"name":"Roger D. Quinn","is_ca":false},{"name":"Hillel J. Chiel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02704040334805252,"gpt":0.2657019905525049,"spread":0.2386615872044524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001188375,0.00009502779,0.0001147555,0.0001021302,0.0000679367,0.00005597816,0.00002631364,0.0000528653,0.000008502045],"category_scores_gemma":[0.00003344756,0.00009093783,0.00001570522,0.0001150745,0.00001094678,0.0002411733,0.00001384605,0.00006697009,0.000009886996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003043544,"about_ca_system_score_gemma":0.000006400775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001988,"about_ca_topic_score_gemma":0.00001239624,"domain_scores_codex":[0.9994456,0.00001799796,0.0001513006,0.0001313037,0.0001109926,0.000142784],"domain_scores_gemma":[0.9997408,0.00006385733,0.00003386241,0.000081552,0.00001581931,0.00006406575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003942783,0.00007357287,0.003477564,0.000314404,0.0001157413,0.000009723924,0.01016505,0.01228263,0.1138156,0.0005740982,0.0004910514,0.8586412],"study_design_scores_gemma":[0.005367489,0.0002722685,0.4829456,0.0001296462,0.00006566352,0.000002247722,0.0004088031,0.4836614,0.0237202,0.002755347,0.0003655195,0.0003058217],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8995295,0.00002113767,0.09932201,0.0003297506,0.0001014189,0.0002523614,0.000007650229,0.0002136574,0.0002225362],"genre_scores_gemma":[0.9995739,0.00004324393,0.00007142495,0.00002857895,0.0001219293,0.00003964323,0.00007154042,0.00001730976,0.00003240211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8583354,"threshold_uncertainty_score":0.3708337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361225582","doi":"10.1093/pnasnexus/pgad053","title":"Feasibility of ice sheet conservation using seabed anchored curtains","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":23,"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":"Seabed; Oceanography; Geology; Iceberg; Lead (geology); Submarine pipeline; Future sea level; Glacier; Ice shelf; Ice sheet; Environmental science; Sea ice; Paleontology","authors":[{"name":"Bowie Keefer","is_ca":true},{"name":"Michael Wolovick","is_ca":false},{"name":"John C. Moore","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1079124817131071,"gpt":0.2971774997820535,"spread":0.1892650180689464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002360258,0.00007878298,0.0001445454,0.00002523923,0.0001672109,0.00001793547,0.00009921248,0.000035741,0.0004665801],"category_scores_gemma":[0.0002332782,0.00007066157,0.00004620546,0.0007514088,0.00006877603,0.0001226013,0.00001519037,0.00005279404,0.00005411636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006834895,"about_ca_system_score_gemma":0.0000506487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006468686,"about_ca_topic_score_gemma":0.003582368,"domain_scores_codex":[0.999212,0.00003928319,0.0002057685,0.0001732551,0.0001722088,0.0001975198],"domain_scores_gemma":[0.9993536,0.0002581938,0.00008097792,0.0001744271,0.00008235621,0.00005042491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001674371,0.00001048175,0.9832332,0.00002105478,0.00001420372,0.000002303387,0.0004057261,0.0122799,0.0001626123,0.00007700788,0.001725306,0.002051452],"study_design_scores_gemma":[0.0001653817,0.00002487225,0.8544342,0.000007564765,0.00001215926,5.115012e-7,0.0005937803,0.1420871,0.00001993432,0.0007613624,0.001823489,0.00006968931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970944,0.0002215158,0.0002117022,0.0004517642,0.0003311735,0.0001683912,0.0001006837,0.00006857765,0.001351772],"genre_scores_gemma":[0.9985392,0.00004030442,0.0008092643,0.0002104182,0.0000743519,9.172261e-7,0.0001278568,0.00000267084,0.0001950321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1298072,"threshold_uncertainty_score":0.9778761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366998649","doi":"10.1093/pnasnexus/pgad085","title":"Developmental pyrethroid exposure causes a neurodevelopmental disorder phenotype in mice","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Pesticide Exposure and Toxicity","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; Canadian Institute for Advanced Research; National Institute of Mental Health; National Institute on Deafness and Other Communication Disorders; Yerkes National Primate Research Center, Emory University; National Institutes of Health","keywords":"Dopamine; Dopamine transporter; Medium spiny neuron; Dopamine Plasma Membrane Transport Proteins; Offspring; Neuroscience; Biology; Striatum; Pharmacology; Endocrinology; Pregnancy; Dopaminergic; Genetics","authors":[{"name":"Melissa A. Curtis","is_ca":false},{"name":"Rohan K. Dhamsania","is_ca":false},{"name":"Rachel C. Branco","is_ca":false},{"name":"Jidong Guo","is_ca":false},{"name":"Justin F. Creeden","is_ca":false},{"name":"Kari L. Neifer","is_ca":false},{"name":"Carlie A. Black","is_ca":false},{"name":"Emily Winokur","is_ca":false},{"name":"Elissar Andari","is_ca":false},{"name":"Brian Dias","is_ca":false},{"name":"Robert C. Liu","is_ca":false},{"name":"Shannon L. Gourley","is_ca":false},{"name":"Gary W. Miller","is_ca":false},{"name":"James P. Burkett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02424759915505014,"gpt":0.2277401252609931,"spread":0.203492526105943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001569373,0.0001654205,0.0001654817,0.00002836673,0.0001529133,0.00004471127,0.0002184953,0.000080927,0.0003661494],"category_scores_gemma":[0.00009490433,0.00007485374,0.00004267995,0.0008349288,0.00004556668,0.000136528,0.0001384795,0.0001429825,0.0005174352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004047757,"about_ca_system_score_gemma":0.00002536144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005668294,"about_ca_topic_score_gemma":0.005331378,"domain_scores_codex":[0.9987519,0.00005503914,0.0002385847,0.0003319867,0.0002123348,0.0004101051],"domain_scores_gemma":[0.9996573,0.0001649079,0.0000426098,0.00002717322,0.00002149247,0.00008655227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005373635,0.0002402885,0.410547,0.00001422171,0.00002376243,0.0002004629,0.001543741,0.00004009601,0.5012007,0.0001971405,0.0030898,0.08284906],"study_design_scores_gemma":[0.000199702,0.0000804216,0.985262,0.0000126112,0.000003212598,0.00001112122,0.0006317765,0.00003661686,0.002815169,0.0005347048,0.01018391,0.0002286925],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961422,0.0001128941,0.000001389959,0.0006446912,0.0001704924,0.0001515404,0.00002248894,0.0001834992,0.002570818],"genre_scores_gemma":[0.9986265,0.00003205952,0.00009355547,0.0004142266,0.0001086756,0.00002766653,0.00008202931,0.000002033607,0.0006133067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5747151,"threshold_uncertainty_score":0.6650755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366331306","doi":"10.1093/pnasnexus/pgad140","title":"Aircraft and satellite observations reveal historical gap between top–down and bottom–up CO2 emissions from Canadian oil sands","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"National Research Council Canada; Environment and Climate Change Canada","funders":"Environment and Climate Change Canada; Strong; Alberta Environment and Parks","keywords":"Greenhouse gas; Environmental science; Oil sands; Fugitive emissions; Fossil fuel; Emission inventory; Troposphere; Satellite; NOx; Ozone; Atmospheric sciences; Meteorology; Air quality index; Engineering; Waste management; Geology; Oceanography; Geography; Combustion","authors":[{"name":"Sumi N. Wren","is_ca":true},{"name":"C. A. McLinden","is_ca":true},{"name":"Debora Griffin","is_ca":true},{"name":"Shao‐Meng Li","is_ca":true},{"name":"Stewart G. Cober","is_ca":true},{"name":"Andrea Darlington","is_ca":true},{"name":"Katherine Hayden","is_ca":true},{"name":"Cristian Mihele","is_ca":true},{"name":"R. L. Mittermeier","is_ca":true},{"name":"Michael Wheeler","is_ca":true},{"name":"Mengistu Wolde","is_ca":true},{"name":"John Liggio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02403699665725358,"gpt":0.219830748479433,"spread":0.1957937518221794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001110551,0.0001725086,0.0001892537,0.00001328578,0.0003444359,0.00003440346,0.0001430864,0.0001352094,0.0003318105],"category_scores_gemma":[0.0000354661,0.0001687763,0.00003398205,0.0002668847,0.0001699646,0.0001480079,0.0001907723,0.0001946477,0.0001536503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006934202,"about_ca_system_score_gemma":0.00002411783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1154808,"about_ca_topic_score_gemma":0.01186704,"domain_scores_codex":[0.9987599,0.00003418321,0.0002069065,0.0003962799,0.0002116696,0.0003910736],"domain_scores_gemma":[0.9990295,0.0001022016,0.00004405511,0.0002304962,0.000002236953,0.0005915458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004382716,0.00001249577,0.9528524,0.000005272361,0.00001523546,0.00002324898,0.0009152432,0.0004440073,0.0008688488,0.00003123035,0.008253285,0.03657434],"study_design_scores_gemma":[0.0002019551,0.00002617741,0.8584855,0.00001064863,0.00003116265,0.000003223871,0.0001652757,0.001786824,0.00001201638,0.0009717484,0.138095,0.0002104609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921182,0.0002747907,0.0001457333,0.002574535,0.0001866256,0.00007291823,0.00005298281,0.00007420294,0.004499954],"genre_scores_gemma":[0.9536277,0.0008686026,0.006179711,0.0006729108,0.0001389032,0.00002134433,0.0001472889,0.0000382465,0.0383053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1298418,"threshold_uncertainty_score":0.8904093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283076837","doi":"10.1093/pnasnexus/pgac062","title":"Abnormal antibodies to self-carbohydrates in SARS-CoV-2-infected patients","year":2022,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of General Medical Sciences; College of Engineering, Michigan State University; Michigan State University; Regione Lombardia; Universität Basel; University of Alberta; National Cancer Institute; National Institutes of Health; International AIDS Vaccine Initiative","keywords":"Antibody; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Virology; 2019-20 coronavirus outbreak; Sars virus; Medicine; Microbiology; Biology; Immunology; Internal medicine; Infectious disease (medical specialty); Outbreak; Disease","authors":[{"name":"Dorothy L. Butler","is_ca":false},{"name":"Luisa Imberti","is_ca":false},{"name":"Virginia Quaresima","is_ca":false},{"name":"Chiara Fiorini","is_ca":false},{"name":"Jason Barnett","is_ca":false},{"name":"Samuel D. Chauvin","is_ca":false},{"name":"Xi Cheng","is_ca":false},{"name":"Jeffrey J. Danielson","is_ca":false},{"name":"Kerry Dobbs","is_ca":false},{"name":"Elizabeth Garabedian","is_ca":false},{"name":"Vasu Kuram","is_ca":false},{"name":"William K. M. Lau","is_ca":false},{"name":"Zhiwen Li","is_ca":false},{"name":"Mary Magliocco","is_ca":false},{"name":"Helen Matthews","is_ca":false},{"name":"Marshall Nambiar","is_ca":false},{"name":"Smilee Samuel","is_ca":false},{"name":"Elana Shaw","is_ca":false},{"name":"Michael Stack","is_ca":false},{"name":"Sarah Weber","is_ca":false},{"name":"Sandhya Xirasagar","is_ca":false},{"name":"Yu Zhang","is_ca":false},{"name":"Jeffrey C. Gildersleeve","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005668756829233251,"gpt":0.2306658734195695,"spread":0.2249971165903362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009154908,0.0001260444,0.0001252036,0.00007289512,0.0001062918,0.00002273432,0.0001622916,0.00005026929,0.00001553217],"category_scores_gemma":[0.00005442511,0.0001373507,0.00005663134,0.0002406494,0.00001285399,0.000003861148,0.0002627522,0.00009213898,0.00001724543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003200659,"about_ca_system_score_gemma":0.00003558516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019231,"about_ca_topic_score_gemma":0.00009655169,"domain_scores_codex":[0.9990708,0.00006504477,0.0001552305,0.0002584195,0.0001314337,0.000319122],"domain_scores_gemma":[0.9997077,0.000007812374,0.00004842426,0.0001597756,0.00004042756,0.00003588325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008000249,0.0009460975,0.5614879,0.00001671985,0.0001246433,0.000009026494,0.0006219611,0.0008046954,0.4202414,0.00006797649,0.01343861,0.002161046],"study_design_scores_gemma":[0.004917765,0.00228794,0.3434021,0.00002116905,0.0000601282,0.0000024505,0.0007201499,0.0006015548,0.3873525,0.0004508465,0.2587984,0.001385091],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952924,0.0001880709,0.000003664832,0.0001062222,0.0002015967,0.0001855737,0.00004825529,0.00002811234,0.003946066],"genre_scores_gemma":[0.9984395,0.00001559863,0.00005651099,0.001017015,0.00003446046,0.0000537641,0.0002564177,0.00001967348,0.0001070577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2453597,"threshold_uncertainty_score":0.5600997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313892884","doi":"10.1093/pnasnexus/pgac285","title":"Leaded aviation gasoline exposure risk and child blood lead levels","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":21,"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":"California Department of Public Health","keywords":"Blood lead level; Aviation; Environmental health; Environmental science; Geography; Environmental protection; Agricultural economics; Engineering; Medicine; Lead exposure","authors":[{"name":"Sammy Zahran","is_ca":false},{"name":"Christopher James Keyes","is_ca":false},{"name":"Bruce P. Lanphear","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01958876519808694,"gpt":0.2359178500021628,"spread":0.2163290848040759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003953179,0.0001368074,0.0001537689,0.00003842563,0.0002117494,0.00003201557,0.0001166073,0.00008813143,0.0004165191],"category_scores_gemma":[0.0001663551,0.0001211529,0.00004622187,0.0003674665,0.00009706261,0.0002055425,0.0001215723,0.0001882749,0.001728024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002047599,"about_ca_system_score_gemma":0.000005229539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002525375,"about_ca_topic_score_gemma":0.0001903533,"domain_scores_codex":[0.9988222,0.00008831881,0.0001983812,0.0003202931,0.0002659826,0.0003048365],"domain_scores_gemma":[0.9995226,0.00006592946,0.00006870504,0.0002212588,0.000005155704,0.0001163303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008641148,0.0006224313,0.706262,0.00009149341,0.0001619252,0.0001750395,0.006046587,0.002176177,0.1197263,0.0008921336,0.006326717,0.1574328],"study_design_scores_gemma":[0.0008201556,0.0002029954,0.962951,0.00001577497,0.00006001125,0.00002804204,0.00008392399,0.001193395,0.02437663,0.002320082,0.007676676,0.0002713134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870004,0.0001161691,0.0003417248,0.0004892751,0.0001409805,0.0001658919,0.0000298188,0.0001549037,0.01156084],"genre_scores_gemma":[0.9967269,0.00006921113,0.0002231322,0.0002406767,0.0001294954,0.00001165527,0.00001456858,0.00001629964,0.002568014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.256689,"threshold_uncertainty_score":0.9990492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403253590","doi":"10.1093/pnasnexus/pgae411","title":"High accuracy meets high throughput for near full-length 16S ribosomal RNA amplicon sequencing on the Nanopore platform","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Centre for Disease Control; Canadian Institute for Advanced Research; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Amplicon; Nanopore sequencing; Amplicon sequencing; Nanopore; Throughput; Computational biology; Ribosomal RNA; Computer science; RNA; 16S ribosomal RNA; Biology; DNA sequencing; Nanotechnology; Genetics; Materials science; Polymerase chain reaction; Gene; Operating system","authors":[{"name":"Xuan Lin","is_ca":true},{"name":"Katherine Waring","is_ca":true},{"name":"Hans Ghezzi","is_ca":true},{"name":"Carolina Tropini","is_ca":true},{"name":"John R. Tyson","is_ca":true},{"name":"Ryan Ziels","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02923450301072635,"gpt":0.2630959776895351,"spread":0.2338614746788088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002060204,0.0002799557,0.0002108836,0.00002466614,0.0003553085,0.0001509681,0.0003006754,0.0001572503,0.00002515121],"category_scores_gemma":[0.0001424746,0.0001962447,0.0001708461,0.00008013211,0.0001121104,0.000002959737,0.0001764962,0.0001374859,0.00003287192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004849672,"about_ca_system_score_gemma":0.0001430613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001192345,"about_ca_topic_score_gemma":0.00005530776,"domain_scores_codex":[0.998606,0.0000231125,0.000274379,0.0005344254,0.000142874,0.0004192171],"domain_scores_gemma":[0.9991367,0.0001807011,0.00008056469,0.0004641639,0.000071219,0.00006663161],"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":[0.0001668023,0.00003850855,0.00003302524,0.00008307536,0.0004267983,0.00001329295,0.00051939,0.0007567988,0.9408566,0.0372513,0.007740723,0.01211363],"study_design_scores_gemma":[0.0009279207,0.00143079,0.0007634045,0.00009638647,0.0001471054,0.00004804682,0.0004715134,0.001312542,0.5794638,0.01787633,0.3967321,0.0007300784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912564,0.003137203,0.0003511375,0.002066082,0.001080039,0.0005134001,0.0001875838,0.00002411196,0.001384049],"genre_scores_gemma":[0.9961229,0.0003547469,0.001084766,0.0008358787,0.0009197737,0.0001343609,0.0001068317,0.00005434351,0.0003864027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3889914,"threshold_uncertainty_score":0.8002627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367852399","doi":"10.1093/pnasnexus/pgad150","title":"Dimension reduction of dynamics on modular and heterogeneous directed networks","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Université Laval","keywords":"Adjacency matrix; Observable; Dynamical systems theory; Computer science; Dimension (graph theory); Modular design; Reduction (mathematics); Network dynamics; System dynamics; Theoretical computer science; Ode; Representation (politics); Mathematics; Graph; Applied mathematics; Artificial intelligence; Discrete mathematics; Pure mathematics","authors":[{"name":"Marina Vegué","is_ca":true},{"name":"Vincent Thibeault","is_ca":true},{"name":"Patrick Desrosiers","is_ca":true},{"name":"Antoine Allard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009167344276582053,"gpt":0.2423694599239576,"spread":0.2332021156473755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007999428,0.0001042817,0.0001751365,0.00009025339,0.00006523071,0.00001443904,0.00005964342,0.00003137648,0.00002427322],"category_scores_gemma":[0.000002065816,0.0001021162,0.00006704895,0.0003565946,0.0000321325,0.00002879427,0.0000634775,0.00008478577,0.000005104962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001902615,"about_ca_system_score_gemma":0.000004619482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001208693,"about_ca_topic_score_gemma":0.000005927103,"domain_scores_codex":[0.9993493,0.00003994721,0.0001606228,0.0001983685,0.00009754822,0.0001542274],"domain_scores_gemma":[0.9995829,0.0000345332,0.0000813194,0.0002238254,0.0000384056,0.00003904831],"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":[0.0001221389,0.0003106644,0.01566083,0.00002751081,0.0005083373,0.00001204473,0.0003159852,0.6042217,0.007881624,0.02623023,0.004850789,0.3398581],"study_design_scores_gemma":[0.0001131315,0.00006320961,0.001853529,0.00002504328,0.00003849952,0.000001240549,0.00002564631,0.9876064,0.002323093,0.007647927,0.0001898354,0.0001124245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880751,0.00006839821,0.0101365,0.00004640795,0.0001079672,0.0001364411,0.000006980417,0.0002630942,0.001159132],"genre_scores_gemma":[0.9991757,0.00001511886,0.0003248595,0.000005572539,0.0001458027,0.00001213189,0.0001270732,0.00001722138,0.0001765778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3833847,"threshold_uncertainty_score":0.4164177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296780456","doi":"10.1093/pnasnexus/pgac196","title":"A forgotten element of the blue economy: marine biomimetics and inspiration from the deep sea","year":2022,"lang":"en","type":"review","venue":"PNAS Nexus","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":19,"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":"Svenska Forskningsrådet Formas","keywords":"Biomimetics; Framing (construction); Sustainability; Context (archaeology); Element (criminal law); Environmental ethics; Engineering; Ecology; Political science; Computer science; Civil engineering; Artificial intelligence; Biology","authors":[{"name":"Robert Blasiak","is_ca":false},{"name":"Jean‐Baptiste Jouffray","is_ca":false},{"name":"Diva J. Amon","is_ca":false},{"name":"Fredrik Moberg","is_ca":false},{"name":"Joachim Claudet","is_ca":false},{"name":"Peter Søgaard Jørgensen","is_ca":false},{"name":"Agnes Pranindita","is_ca":false},{"name":"Colette C. C. Wabnitz","is_ca":true},{"name":"Henrik Österblom","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0173955391751154,"gpt":0.2112605891657751,"spread":0.1938650499906597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008175193,0.0001767541,0.0003254332,0.00001079134,0.00006024535,0.00000865432,0.0002311876,0.0001054203,0.0005191099],"category_scores_gemma":[0.0000106958,0.0001046501,0.0001065581,0.00005324305,0.00005318138,0.00001545095,0.0003930078,0.0002347537,0.000004667652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008801331,"about_ca_system_score_gemma":0.00001368946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000540215,"about_ca_topic_score_gemma":0.00006082897,"domain_scores_codex":[0.9994305,0.00003629183,0.0002482895,0.0001381222,0.0000451284,0.0001016498],"domain_scores_gemma":[0.9994663,0.0001152243,0.00008785933,0.0003085113,0.000001553947,0.00002056754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002344185,0.00001955708,0.001614865,0.002291142,0.0002924098,0.000001358311,0.00008185366,0.0001539765,0.000008707873,0.00007235039,0.0002867223,0.9951747],"study_design_scores_gemma":[0.00007107836,0.00001005309,0.0002175601,0.00006760086,0.0002166521,0.000004418723,0.0000158744,0.000348523,0.00004059669,0.0001548523,0.9987432,0.0001095591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008906802,0.9914376,0.00003424382,0.0000335576,0.0002099236,0.0003508157,0.0001099926,0.00002543525,0.006907779],"genre_scores_gemma":[0.0008926991,0.9982373,0.00004414971,0.00005763851,0.000115487,0.0001028476,0.0003940785,0.00002659894,0.0001292293],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9984565,"threshold_uncertainty_score":0.5683889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402050532","doi":"10.1093/pnasnexus/pgae360","title":"Prioritizing social vulnerability in urban heat mitigation","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Department of Mechanical Engineering, University of Texas at Austin; Advanced Scientific Computing Research; Nuclear Safety and Security Commission; National Aeronautics and Space Administration; U.S. Department of Energy; Earth Sciences Division; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Vulnerability (computing); Social vulnerability; Urban heat island; Environmental planning; Environmental science; Geography; Computer science; Psychology; Computer security; Meteorology; Social psychology","authors":[{"name":"Kwun Yip Fung","is_ca":false},{"name":"Zong‐Liang Yang","is_ca":false},{"name":"Alberto Martilli","is_ca":false},{"name":"E. Scott Krayenhoff","is_ca":true},{"name":"Dev Niyogi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01231730705426209,"gpt":0.2555614298666995,"spread":0.2432441228124374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002728766,0.00008891115,0.00008719158,0.0000352427,0.00008849833,0.00006089553,0.00007273518,0.00005366129,0.0003831429],"category_scores_gemma":[0.00003672059,0.00008886017,0.00004026347,0.0002898298,0.00008025968,0.0003079952,0.00004730943,0.0001626664,0.0004993856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004096627,"about_ca_system_score_gemma":0.0000148171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00058446,"about_ca_topic_score_gemma":0.0003594882,"domain_scores_codex":[0.9990668,0.00006890365,0.0001731058,0.0002869419,0.000195054,0.0002091409],"domain_scores_gemma":[0.9997856,0.00006044229,0.000008883496,0.00009888355,0.000003033683,0.00004317657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003785916,0.0002441808,0.6448662,0.0002053924,0.00002208967,0.0001442619,0.02953799,0.0004579613,0.1947726,0.007095812,0.04432395,0.0782918],"study_design_scores_gemma":[0.0003857344,0.00004791628,0.9332511,0.00006550568,0.00001702412,0.00001418867,0.0002059106,0.013245,0.004577741,0.01908886,0.02875162,0.000349446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758449,0.0001535783,0.0001665924,0.000791761,0.0002925791,0.0001876023,0.000005975412,0.0001100794,0.02244692],"genre_scores_gemma":[0.9989507,0.000002430981,0.0001647343,0.0001086679,0.0001885252,0.0000263881,0.00001528865,0.00001189012,0.0005313515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2883849,"threshold_uncertainty_score":0.6418759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394860485","doi":"10.1093/pnasnexus/pgae122","title":"Entomopathogenic nematodes as an effective and sustainable alternative to control the fall armyworm in Africa","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"European Research Council; National Commission for Science and Technology; Université de Neuchâtel; Center for Advanced Brain Imaging; Direktion für Entwicklung und Zusammenarbeit; Department for International Development; European Commission; International Development Research Centre","keywords":"Fall armyworm; Infestation; Biology; Cypermethrin; Agronomy; Nematode; PEST analysis; Toxicology; Entomopathogenic nematode; Biological pest control; Hectare; Pesticide; Horticulture; Ecology; Agriculture","authors":[{"name":"Patrick Fallet","is_ca":false},{"name":"Didace Bazagwira","is_ca":false},{"name":"Livio Ruzzante","is_ca":false},{"name":"G. Ingabire","is_ca":false},{"name":"Sacha Levivier","is_ca":false},{"name":"Carlos Bustos‐Segura","is_ca":false},{"name":"Joëlle Kajuga","is_ca":false},{"name":"Stefan Toepfer","is_ca":false},{"name":"Ted C. J. Turlings","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00437015251606977,"gpt":0.2535212365033024,"spread":0.2491510839872326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000304165,0.0001338835,0.0001134147,0.00005655676,0.00007301281,0.00009718705,0.0001454274,0.00006965257,0.000004471098],"category_scores_gemma":[0.00007321686,0.00009835044,0.00004152198,0.0001421043,0.00004947962,0.000006113895,0.00008234293,0.00009728732,0.00001466348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002790179,"about_ca_system_score_gemma":0.00005528079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001729817,"about_ca_topic_score_gemma":0.0004889917,"domain_scores_codex":[0.9990197,0.0001045499,0.0001101238,0.0003224285,0.00009682222,0.0003463877],"domain_scores_gemma":[0.9995949,0.00004254031,0.00001788864,0.0002124631,0.00005813167,0.00007411685],"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":[0.001838575,0.0003576262,0.003250188,0.0004644552,0.0005077426,0.001144741,0.0205205,0.002285056,0.8867807,0.04453289,0.003244737,0.03507278],"study_design_scores_gemma":[0.003940716,0.006317357,0.02531535,0.0002427171,0.0002363088,0.0002776567,0.01041502,0.004181412,0.5800105,0.06429362,0.3031346,0.001634732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871168,0.007022665,0.0008604957,0.0002698658,0.00009327198,0.0005736147,0.000011029,0.00001281761,0.004039509],"genre_scores_gemma":[0.9973266,0.0001185265,0.00003937448,0.0003858043,0.0001707375,0.0001493942,0.000008269007,0.00001841205,0.001782884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3067702,"threshold_uncertainty_score":0.4010614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392204078","doi":"10.1093/pnasnexus/pgae025","title":"Are many sex/gender differences really power differences?","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Power (physics); Psychology; Physics","authors":[{"name":"Adam D. Galinsky","is_ca":false},{"name":"Aurora Turek","is_ca":false},{"name":"Grusha Agarwal","is_ca":true},{"name":"Eric M. Anicich","is_ca":false},{"name":"Derek D. Rucker","is_ca":false},{"name":"Hannah Riley Bowles","is_ca":false},{"name":"Nira Liberman","is_ca":false},{"name":"Chloe Levin","is_ca":false},{"name":"Joe C. Magee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06558004725456555,"gpt":0.3492137726823926,"spread":0.2836337254278271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000291381,0.0001743403,0.0002495899,0.00009216363,0.0003800535,0.0002803172,0.0004350707,0.0002188173,0.002920569],"category_scores_gemma":[0.0001502069,0.0001411516,0.0001344716,0.0003488823,0.000384441,0.0001911146,0.00006180623,0.0002703132,0.0007277752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007962748,"about_ca_system_score_gemma":0.00008402445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008241372,"about_ca_topic_score_gemma":0.0008416236,"domain_scores_codex":[0.9982148,0.0002231971,0.0002224363,0.0004375635,0.0003970956,0.0005048643],"domain_scores_gemma":[0.999294,0.0002170914,0.00008186902,0.0001826122,0.00005681421,0.0001675813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004544089,0.0002936306,0.130402,0.00007049794,0.0003134684,0.0003197725,0.1688011,2.659197e-7,0.0004391003,0.541178,0.1287457,0.02939099],"study_design_scores_gemma":[0.0002193992,0.0001342032,0.5908043,0.0001060367,0.00004600607,0.000007145089,0.04129813,0.00005473005,0.00001781523,0.1450765,0.2216927,0.0005429398],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4578378,0.001245541,0.0002779332,0.003704847,0.004758617,0.0001682806,0.00001540241,0.0004029158,0.5315887],"genre_scores_gemma":[0.9721667,0.0001370563,0.00002674877,0.001013355,0.0008720157,0.00003067417,0.00000213704,0.00001762661,0.02573372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5143289,"threshold_uncertainty_score":0.9979909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401203757","doi":"10.1093/pnasnexus/pgae296","title":"Phishing vulnerability compounded by older age, apolipoprotein E e4 genotype, and lower cognition","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; York University","funders":"National Institute on Aging; National Institutes of Health; Florida Department of Health","keywords":"Phishing; Cognition; Internet privacy; Psychology; The Internet; Computer security; Computer science; World Wide Web; Psychiatry","authors":[{"name":"Didem Pehlivanoglu","is_ca":false},{"name":"Alayna Shoenfelt","is_ca":false},{"name":"Ziad M Hakim","is_ca":false},{"name":"Amber Heemskerk","is_ca":false},{"name":"Jialong Zhen","is_ca":false},{"name":"Mario Mosqueda","is_ca":false},{"name":"Robert C. Wilson","is_ca":false},{"name":"Matthew J. Huentelman","is_ca":false},{"name":"Matthew D Grilli","is_ca":false},{"name":"Gary R. Turner","is_ca":true},{"name":"R. Nathan Spreng","is_ca":true},{"name":"Natalie C. Ebner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01413708705124679,"gpt":0.2513360095480413,"spread":0.2371989224967944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003908863,0.0001453617,0.0001322713,0.00007574444,0.0001959939,0.0008615211,0.0002386392,0.00009451523,0.00003602171],"category_scores_gemma":[0.00006174811,0.0001396618,0.00004669441,0.0003288246,0.0000606057,0.0007319038,0.000118923,0.000277122,0.00007401407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005650979,"about_ca_system_score_gemma":0.00002932465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003364008,"about_ca_topic_score_gemma":0.00005205104,"domain_scores_codex":[0.9987679,0.00009018662,0.0001740979,0.000496759,0.0002361915,0.0002348431],"domain_scores_gemma":[0.9993866,0.000131787,0.00003311622,0.0003074395,0.00004398315,0.00009706679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001079386,0.0005837746,0.0003676015,0.0007679814,0.0002595059,0.0004319541,0.009877549,0.0001080785,0.146346,0.04274408,0.06549853,0.732907],"study_design_scores_gemma":[0.002723396,0.0009528304,0.01329835,0.0007463052,0.0001910574,0.0004548218,0.0001344824,0.2311287,0.07754929,0.4413064,0.2289274,0.002586935],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3953936,0.004514348,0.5752191,0.003053732,0.00491906,0.0007655902,0.00002554841,0.001695861,0.01441322],"genre_scores_gemma":[0.997184,0.00001434729,0.001740847,0.0003637831,0.000223925,0.00002578618,0.0000126353,0.00001466007,0.0004199557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.73032,"threshold_uncertainty_score":0.8307667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387502938","doi":"10.1093/pnasnexus/pgad299","title":"Ribosomal dysregulation: A conserved pathophysiological mechanism in human depression and mouse chronic stress","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Allergy and Infectious Diseases; National Institute of General Medical Sciences; National Institutes of Health","keywords":"Major depressive disorder; Transcriptome; Mechanism (biology); Phenotype; Pseudogene; Ribosomal protein; Biology; Gene; Neuroscience; Psychology; Bioinformatics; Ribosome; Genetics; Mood; Gene expression; Psychiatry; RNA","authors":[{"name":"Xiaolu Zhang","is_ca":false},{"name":"Mahmoud Ali Eladawi","is_ca":false},{"name":"William G. Ryan","is_ca":false},{"name":"Xiaoming Fan","is_ca":false},{"name":"Stephen Prevoznik","is_ca":false},{"name":"Trupti Devale","is_ca":false},{"name":"Barkha Ramnani","is_ca":false},{"name":"Krishnamurthy Malathi","is_ca":false},{"name":"Etienne Sibille","is_ca":true},{"name":"Robert E. McCullumsmith","is_ca":false},{"name":"Toshifumi Tomoda","is_ca":true},{"name":"Rammohan Shukla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0333625215937912,"gpt":0.2746306253527864,"spread":0.2412681037589952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006901691,0.000126242,0.000142865,0.00009533621,0.0001570046,0.00003956151,0.0001499264,0.0000910938,0.00006093233],"category_scores_gemma":[0.0001352495,0.0001086022,0.00003221995,0.000308324,0.0001055988,0.0001020252,0.0001552452,0.0001311134,0.00004145822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002519947,"about_ca_system_score_gemma":0.00001984851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002286964,"about_ca_topic_score_gemma":0.00004979065,"domain_scores_codex":[0.9988769,0.0001041414,0.0001575594,0.000418935,0.0001557443,0.0002867351],"domain_scores_gemma":[0.9995508,0.0001445666,0.00004639645,0.0001823754,0.000007761312,0.00006812537],"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":[0.00001977129,0.00005024901,0.0006047111,0.00002155336,8.873794e-7,0.00006401886,0.0001779227,0.0001519089,0.9922181,0.005733046,0.00006477726,0.0008930473],"study_design_scores_gemma":[0.001819726,0.0001816656,0.09179359,0.00005357631,0.000002740451,0.000008691723,0.0001662926,0.009706713,0.8528978,0.04301769,0.00007378373,0.0002777356],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988852,0.00005211165,0.00002584797,0.0001190692,0.00007966757,0.0002122159,0.00001627146,0.0002100298,0.0003996521],"genre_scores_gemma":[0.9992787,0.00002641433,0.00001697033,0.0001917698,0.00005044408,0.00003583056,0.00001308556,0.00001370382,0.0003730542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1393203,"threshold_uncertainty_score":0.4428671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399518856","doi":"10.1093/pnasnexus/pgae193","title":"Morality in the anthropocene: The perversion of compassion and punishment in the online world","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":15,"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":"Templeton World Charity Foundation; Sage Foundation; Russell Sage Foundation","keywords":"Morality; Environmental ethics; Compassion; Context (archaeology); Punishment (psychology); The Internet; Sociology; Social psychology; Action (physics); Psychology; Political science; Law; History","authors":[{"name":"Claire Robertson","is_ca":false},{"name":"Azim Shariff","is_ca":true},{"name":"Jay Joseph Van Bavel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1681865640728682,"gpt":0.3504470605239172,"spread":0.182260496451049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005563679,0.00007045941,0.00007811953,0.00005133389,0.00009167598,0.00003103342,0.0002963107,0.0000207185,0.00003370877],"category_scores_gemma":[0.00003295409,0.00002926136,0.00002970146,0.000361641,0.000263664,0.00006248528,0.00006193788,0.0002331647,0.000007324136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001855714,"about_ca_system_score_gemma":0.0000107621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001376018,"about_ca_topic_score_gemma":0.0001368177,"domain_scores_codex":[0.9989602,0.0003285184,0.0001486041,0.0001875157,0.0002528478,0.0001222965],"domain_scores_gemma":[0.9994452,0.0003338034,0.0000254352,0.000176905,0.000005223724,0.00001340439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001082,0.01155681,0.09035,0.0007765403,0.00004915541,0.001382081,0.05123543,0.001649566,0.06828777,0.3882472,0.2092887,0.1760948],"study_design_scores_gemma":[0.0007041447,0.0002217025,0.937548,0.0002433118,0.00001690948,0.00007966085,0.003046513,0.006447143,0.00292111,0.01394308,0.03467859,0.000149769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8741063,0.0003694777,0.000004624839,0.1233316,0.0002472791,0.0001750713,0.00001247554,0.000007850559,0.001745381],"genre_scores_gemma":[0.9965295,0.00009673162,0.00001117642,0.003234941,0.0000384693,0.000007254775,0.00000310396,0.000002551558,0.00007633006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8471981,"threshold_uncertainty_score":0.1193244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312191624","doi":"10.1093/pnasnexus/pgac276","title":"Membrane-domain mutations in respiratory complex I impede catalysis but do not uncouple proton pumping from ubiquinone reduction","year":2022,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Mitochondrial Function and Pathology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada","keywords":"Reduction (mathematics); Domain (mathematical analysis); Proton; Respiratory system; Chemistry; Catalysis; Biophysics; Biology; Biochemistry; Physics; Mathematics; Nuclear physics; Anatomy","authors":[{"name":"Owen D. Jarman","is_ca":false},{"name":"Judy Hirst","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0286174217535064,"gpt":0.2702597854171718,"spread":0.2416423636636654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002788951,0.0001481709,0.0001873068,0.0001276289,0.0002562581,0.00002449809,0.0001692023,0.0001042327,0.0005884817],"category_scores_gemma":[0.00007804846,0.0001699385,0.00009034327,0.0002513196,0.00006264431,0.000007095374,0.0001507738,0.0002057079,0.00002492087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000704265,"about_ca_system_score_gemma":0.0001118131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006975781,"about_ca_topic_score_gemma":0.0003100022,"domain_scores_codex":[0.9984905,0.0002925132,0.0003174836,0.0004930054,0.0001737002,0.0002328393],"domain_scores_gemma":[0.9993463,0.0000217334,0.0001227542,0.0003934636,0.00004661073,0.00006918204],"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":[0.0002457399,0.00008040511,0.0004897173,0.000008828675,0.00002943276,0.00001624336,0.0004012649,0.001769346,0.9961439,0.00006037248,0.0004144726,0.0003402741],"study_design_scores_gemma":[0.001826119,0.0004570433,0.001083002,0.000006832208,0.00004197324,0.00005640847,0.002777099,0.0003327443,0.8450187,0.0004633382,0.1475469,0.0003898818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962517,0.0001165759,0.0008908634,0.00027752,0.0006211171,0.0005561993,0.0001442362,0.00002661356,0.001115186],"genre_scores_gemma":[0.9957414,0.00001117651,0.0004288897,0.0005689987,0.0004705291,0.0005718031,0.001648225,0.00002723501,0.0005317447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1511252,"threshold_uncertainty_score":0.6929889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400115582","doi":"10.1093/pnasnexus/pgae255","title":"Recent advances in drug delivery applications of aqueous two-phase systems","year":2024,"lang":"en","type":"review","venue":"PNAS Nexus","topic":"Chemical and Physical Properties in Aqueous Solutions","field":"Chemical Engineering","cited_by":14,"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":"Polymersome; Biomolecule; Drug delivery; Aqueous solution; Copolymer; Nanotechnology; Aqueous two-phase system; Polymerization; Self-healing hydrogels; Chemistry; Nanoparticle; Materials science; Chemical engineering; Polymer chemistry; Organic chemistry; Polymer; Amphiphile","authors":[{"name":"Mojhdeh Baghbanbashi","is_ca":false},{"name":"Hadi Shaker Shiran","is_ca":false},{"name":"Ashok Kakkar","is_ca":true},{"name":"Gholamreza Pazuki","is_ca":false},{"name":"Kurt D. Ristroph","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03001254804642844,"gpt":0.3298430237061554,"spread":0.299830475659727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001007391,0.0003993211,0.001274867,0.0001302134,0.00004207061,0.0000332029,0.0004472082,0.0001795024,0.00005246174],"category_scores_gemma":[0.00005960464,0.0003064777,0.0003646975,0.0007397624,0.0001285184,0.00007404644,0.000199703,0.00079104,0.0002398867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003535593,"about_ca_system_score_gemma":0.0001437475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001412114,"about_ca_topic_score_gemma":0.0000179564,"domain_scores_codex":[0.9979566,0.00005191718,0.0009132813,0.0004728186,0.0002259277,0.0003794597],"domain_scores_gemma":[0.998839,0.0002943086,0.0001713038,0.000492392,0.00006572031,0.0001372351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004717514,0.000226894,1.475008e-8,0.02392301,0.00006483144,0.000009098148,0.00005100365,0.0003270152,0.00006712674,0.002783417,0.0006027701,0.9719401],"study_design_scores_gemma":[0.0001644389,0.00001157101,5.577106e-10,0.007978319,0.0003627759,0.00001465355,0.00001328509,0.003607175,0.00005540021,0.0007807376,0.9866917,0.0003199232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003277666,0.9879653,0.0004008721,0.00001192127,0.0003574344,0.0007782531,0.0002456028,0.000159139,0.01007818],"genre_scores_gemma":[0.0003445687,0.9968718,0.00005171746,0.000007348477,0.0004473724,0.0009169364,0.0001848704,0.00007416779,0.001101227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9860889,"threshold_uncertainty_score":0.9999387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394812031","doi":"10.1093/pnasnexus/pgae157","title":"Equitable infrastructure: Achieving resilient systems and restorative justice through policy and research innovation","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Rowan Williams Davies & Irwin (Canada); United Nations University Institute for Water, Environment, and Health","funders":"Climate Extremes; National Science Foundation","keywords":"Equity (law); Critical infrastructure; Business; Transformative learning; Government (linguistics); Risk analysis (engineering); Political science; Sociology; Computer science; Computer security","authors":[{"name":"Jason Giovannettone","is_ca":false},{"name":"Gregg P. Macey","is_ca":false},{"name":"Amir AghaKouchak","is_ca":true},{"name":"Michele Barbato","is_ca":false},{"name":"William J. Capehart","is_ca":false},{"name":"Auroop R. Ganguly","is_ca":false},{"name":"Mital Hall","is_ca":false},{"name":"Jennifer Helgeson","is_ca":false},{"name":"Sihan Li","is_ca":true},{"name":"Teng Wu","is_ca":false},{"name":"Guirong Yan","is_ca":false},{"name":"Farshid Vahedifard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0929609950368085,"gpt":0.4439793497964529,"spread":0.3510183547596444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001451174,0.00008441055,0.0001131207,0.0001819101,0.001246728,0.0004464479,0.00008696703,0.0001015121,0.00001715349],"category_scores_gemma":[0.0007581947,0.00007931381,0.000007605187,0.0008755835,0.0005307906,0.0006271833,0.0001471159,0.0003102885,0.00001729464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003275745,"about_ca_system_score_gemma":0.0003370693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006382748,"about_ca_topic_score_gemma":0.000570268,"domain_scores_codex":[0.9983468,0.0002829616,0.0001973923,0.0002563522,0.0004502593,0.0004662257],"domain_scores_gemma":[0.9991525,0.0005672469,0.00003397354,0.0001008173,0.00006524135,0.00008020762],"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":[0.00001225116,0.000008300337,0.0007105418,0.001191209,0.000008180557,0.000007576452,0.05346452,0.00004323822,0.0002805639,0.9370087,0.005587924,0.001676962],"study_design_scores_gemma":[0.0003308798,0.0002765008,0.02078816,0.001465929,0.00008693671,0.00001512095,0.3825499,0.0006737899,0.00009382219,0.06110748,0.5322157,0.0003957996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7058721,0.06578325,0.0006206294,0.012606,0.001517064,0.00106935,0.00004027122,0.0001803557,0.212311],"genre_scores_gemma":[0.9894446,0.005697774,0.0001927111,0.0003472119,0.001017117,0.00003274195,0.000005954756,0.00001265504,0.003249283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8759012,"threshold_uncertainty_score":0.9648848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221021719","doi":"10.1093/pnasnexus/pgac026","title":"Mistletoe viscin: a hygro- and mechano-responsive cellulose-based adhesive for diverse material applications","year":2022,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Max-Planck-Gesellschaft; Canada Research Chairs","keywords":"Adhesive; Materials science; Composite material; Cellulose; Adhesion; Natural materials; Nanotechnology; Polymer science; Chemical engineering; Layer (electronics)","authors":[{"name":"Nils Horbelt","is_ca":false},{"name":"Peter Fratzl","is_ca":false},{"name":"Matthew J. Harrington","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01152191657773755,"gpt":0.2204736444437172,"spread":0.2089517278659797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008653996,0.0001493972,0.000147719,0.0001158226,0.0004910938,0.0000425286,0.0001116488,0.00004522856,0.0005857379],"category_scores_gemma":[0.00002124026,0.0001690845,0.00007424876,0.000156663,0.00002666381,0.00009101733,0.00004193051,0.000114435,0.0000336002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420815,"about_ca_system_score_gemma":0.00003884374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006018466,"about_ca_topic_score_gemma":0.00002119673,"domain_scores_codex":[0.9992123,0.00004035765,0.000176603,0.0002251464,0.0001333835,0.0002122664],"domain_scores_gemma":[0.999412,0.0002046383,0.00004232928,0.0001895333,0.00006414716,0.00008734727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001618563,0.0006460067,0.0005652729,0.0006413397,0.0004888225,0.00005827295,0.00726243,0.1450029,0.6867179,0.01292672,0.1366394,0.007432447],"study_design_scores_gemma":[0.001627565,0.0003780625,0.000377813,0.000017531,0.0001682965,0.000040361,0.003676214,0.09795538,0.1124654,0.002853586,0.779734,0.0007058244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7350498,0.0007015474,0.2456411,0.001037669,0.004961889,0.003693406,0.002875135,0.00141477,0.004624604],"genre_scores_gemma":[0.9949525,0.00001183265,0.001650831,0.0001108944,0.0001889829,0.001318187,0.0001371387,0.0000474757,0.001582146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6430945,"threshold_uncertainty_score":0.6895067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393317533","doi":"10.1093/pnasnexus/pgae134","title":"Leakage of old carbon dioxide from a major river system in the Canadian Arctic","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Natural Environment Research Council; Sight Research UK; UK Research and Innovation; Aurora Research Institute","keywords":"Permafrost; Tributary; Dissolved organic carbon; Environmental science; Carbon dioxide; Isotopes of carbon; Arctic; Soil water; Carbon cycle; Carbonate; Carbon fibers; Greenhouse gas; Radiocarbon dating; Total inorganic carbon; Carbon sink; Total organic carbon; Environmental chemistry; Hydrology (agriculture); Oceanography; Geology; Climate change; Soil science; Chemistry; Ecology; Ecosystem; Geography","authors":[{"name":"Sanjeev Dasari","is_ca":false},{"name":"Mark H. Garnett","is_ca":false},{"name":"Robert Hilton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02598444697970074,"gpt":0.2157740105208849,"spread":0.1897895635411841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000189413,0.00008351621,0.0001167019,0.00009722164,0.00004780361,0.00005597802,0.0001788701,0.00005214197,0.0007447524],"category_scores_gemma":[0.0000166632,0.00005580535,0.0000384106,0.0002286218,0.00004580899,0.00005850984,0.000004825013,0.0001316501,0.0001794783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002513041,"about_ca_system_score_gemma":0.00007470622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9803883,"about_ca_topic_score_gemma":0.9932161,"domain_scores_codex":[0.9992694,0.00006026469,0.0001335836,0.0001559893,0.0001571269,0.0002236093],"domain_scores_gemma":[0.999477,0.0002491664,0.00001825198,0.0001652378,0.00001053531,0.00007976162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001704187,0.000007564744,0.9774018,0.000293224,0.00003264184,0.0009435836,0.01709651,0.0001205032,0.0002139859,0.0004764929,0.0006444401,0.00275219],"study_design_scores_gemma":[0.0001540409,0.00004276447,0.9752774,0.0002863244,0.00003968792,0.00003288818,0.002315144,0.01174642,0.00007490717,0.0005933785,0.009283166,0.0001539152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717848,0.003177134,3.22825e-7,0.0005337701,0.0005071395,0.0001324589,0.001731931,0.00001730721,0.0221151],"genre_scores_gemma":[0.998964,0.00002044255,0.000004742132,0.0002975264,0.0001686899,0.000001844868,0.0003774975,0.000003320671,0.000161931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02717917,"threshold_uncertainty_score":0.8154516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293349033","doi":"10.1093/pnasnexus/pgac174","title":"Unperceived motor actions of the balance system interfere with the causal attribution of self-motion","year":2022,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Balance (ability); Attribution; Psychology; Perception; Motion (physics); Motor control; Motion sickness; Cognitive psychology; Control theory (sociology); Control (management); Communication; Physical medicine and rehabilitation; Computer science; Social psychology; Neuroscience; Artificial intelligence","authors":[{"name":"Romain Tisserand","is_ca":true},{"name":"Brandon G. Rasman","is_ca":false},{"name":"Nina Omerovic","is_ca":false},{"name":"Ryan M. Peters","is_ca":true},{"name":"Patrick A. Forbes","is_ca":false},{"name":"Jean‐Sébastien Blouin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02898866522669877,"gpt":0.2688534389390575,"spread":0.2398647737123587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002011767,0.00007284574,0.0001086671,0.00003778851,0.0002835496,0.000006815646,0.000172756,0.00003738893,0.00051114],"category_scores_gemma":[0.00001297179,0.00004541045,0.00004760771,0.000382331,0.00004945033,0.00006281005,0.00004268132,0.0001646509,0.00001228539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013333,"about_ca_system_score_gemma":0.00004278986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001228013,"about_ca_topic_score_gemma":0.00002903724,"domain_scores_codex":[0.9990019,0.0003495782,0.0002049808,0.0001322859,0.000215764,0.00009548783],"domain_scores_gemma":[0.9991847,0.00005801583,0.0002819971,0.0003138817,0.0001451,0.00001631863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001831081,0.002675653,0.3621224,0.0005860528,0.001471734,0.000008571214,0.06606089,0.02564744,0.05771016,0.4404815,0.03442288,0.006981578],"study_design_scores_gemma":[0.001270137,0.0003968074,0.9356175,0.00003980632,0.0001255595,0.00007266759,0.01983836,0.009871777,0.001138315,0.00003840947,0.03143626,0.0001543909],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594288,0.00004899352,0.03078075,0.002064547,0.001508217,0.0006286454,0.0001043474,0.0001091493,0.005326551],"genre_scores_gemma":[0.9979956,0.000001036859,0.00002203541,0.00009103714,0.00005683076,0.00008758797,0.00002867828,0.000010434,0.001706749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5734951,"threshold_uncertainty_score":0.5596625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392952534","doi":"10.1093/pnasnexus/pgae089","title":"Extracting intersectional stereotypes from embeddings: Developing and validating the Flexible Intersectional Stereotype Extraction procedure","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; National Institute of Standards and Technology","keywords":"Intersectionality; Trait; Race (biology); Stereotype (UML); Social psychology; Psychology; Sociology; Gender studies; Computer science","authors":[{"name":"Tessa Elizabeth Sadie Charlesworth","is_ca":false},{"name":"Kshitish Ghate","is_ca":false},{"name":"Aylin Caliskan","is_ca":false},{"name":"Mahzarin R. Banaji","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0439981472677043,"gpt":0.3623095047981265,"spread":0.3183113575304222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006463366,0.0001540721,0.0001234208,0.00009165819,0.00104338,0.000524987,0.0001760299,0.00008807173,0.0003280316],"category_scores_gemma":[0.0005239515,0.0001246675,0.00005653671,0.0003154016,0.0001818617,0.0005571897,0.0001409664,0.0003931599,0.00005048417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002637174,"about_ca_system_score_gemma":0.0001835013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535558,"about_ca_topic_score_gemma":0.001943323,"domain_scores_codex":[0.9985815,0.0001357387,0.0002390611,0.0003892822,0.000357347,0.0002970806],"domain_scores_gemma":[0.9989765,0.000693423,0.00008776988,0.0001066206,0.0000817074,0.00005394916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000145427,0.00009010023,0.01410034,0.0003506805,0.001063316,0.00009453661,0.6930407,0.0001464469,0.005192121,0.08785788,0.01287376,0.1850447],"study_design_scores_gemma":[0.0004471139,0.0001045807,0.01731734,0.001146944,0.0002011356,0.0001915626,0.6892161,0.003845336,0.002150628,0.02814371,0.2562325,0.001003022],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8543885,0.006580811,0.02080542,0.008753262,0.01346404,0.0007185582,0.00003283978,0.001033492,0.09422303],"genre_scores_gemma":[0.9944298,0.00006116943,0.002029428,0.0002475262,0.001473881,0.00003611953,0.000008831872,0.00002265734,0.001690581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2433588,"threshold_uncertainty_score":0.8024938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407152405","doi":"10.1093/pnasnexus/pgae587","title":"Big cities fuel inequality within and across generations","year":2025,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":13,"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":"Arizona State University; Princeton University; Brown University","keywords":"Dynamism; Expansive; Urbanization; Economic geography; Economic inequality; Inequality; Spatial inequality; Population; Social connectedness; Social inequality; Development economics; Social capital; Capital (architecture); Economics; Geography; Economic growth; Demographic economics; Sociology; Social science","authors":[{"name":"Dylan S. Connor","is_ca":false},{"name":"Siqiao Xie","is_ca":false},{"name":"Amy E. Frazier","is_ca":false},{"name":"Peter Kedron","is_ca":false},{"name":"Garima Jain","is_ca":false},{"name":"Yilei Yu","is_ca":false},{"name":"Thomas Kemeny","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06688047841163632,"gpt":0.3658889267261706,"spread":0.2990084483145343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004527432,0.00007818222,0.0001316151,0.00003733937,0.001142595,0.0001689572,0.00008989256,0.00006013481,0.00001808341],"category_scores_gemma":[0.0004310828,0.00007168486,0.00002871053,0.0002863182,0.0003732787,0.0001221369,0.00006040186,0.00007297558,0.00001037014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003655071,"about_ca_system_score_gemma":0.0001323507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002750757,"about_ca_topic_score_gemma":0.02218734,"domain_scores_codex":[0.9991578,0.0001268609,0.0001782307,0.0001682889,0.0001722572,0.0001965851],"domain_scores_gemma":[0.9994563,0.0002111942,0.0000491204,0.0001118542,0.0001203997,0.00005107649],"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":[0.00001350999,0.00005993704,0.1003497,0.00004705176,0.00009618163,0.000002459566,0.3635505,0.00001803968,0.0001381289,0.5151657,0.00986623,0.01069264],"study_design_scores_gemma":[0.001210354,0.00006012642,0.1631687,0.00005924078,0.00006288635,9.221384e-7,0.2438628,0.0005322524,0.0003307546,0.1794964,0.4106124,0.0006032091],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.765119,0.004036331,0.00229371,0.008028673,0.001858746,0.0002905718,0.00006097032,0.000215078,0.2180969],"genre_scores_gemma":[0.9758561,0.0001996188,0.0001353588,0.0007741969,0.0002724157,0.00002520442,0.000004224982,0.000003462319,0.02272941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4007461,"threshold_uncertainty_score":0.9956552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288041409","doi":"10.1093/pnasnexus/pgac134","title":"The role of cell-envelope synthesis for envelope growth and cytoplasmic density in <i>Bacillus subtilis</i>","year":2022,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"National Institutes of Health; European Research Council; National Institute of Allergy and Infectious Diseases; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; Agence Nationale de la Recherche","keywords":"Bacillus subtilis; Cell envelope; Envelope (radar); Peptidoglycan; Cytoplasm; Cell biology; Intracellular; Biology; Biophysics; Cell growth; Chemistry; Biochemistry; Escherichia coli; Bacteria; Cell wall; Genetics; Gene","authors":[{"name":"Yuki Kitahara","is_ca":true},{"name":"Enno R. Oldewurtel","is_ca":false},{"name":"Sean Wilson","is_ca":false},{"name":"Yingjie Sun","is_ca":false},{"name":"Silvia Altabe","is_ca":false},{"name":"Diego de Mendoza","is_ca":false},{"name":"Ethan C. Garner","is_ca":false},{"name":"Sven van Teeffelen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004771289769370103,"gpt":0.1851580702194919,"spread":0.1803867804501218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002330066,0.0001171561,0.0001535021,0.00003676804,0.0001847467,0.00001436251,0.0002503123,0.0001169504,0.000005304646],"category_scores_gemma":[0.0001086876,0.00009917084,0.00004932493,0.00009887543,0.0001169842,0.000001537888,0.0003748939,0.00009891203,5.691846e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001191423,"about_ca_system_score_gemma":0.00006892518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005474918,"about_ca_topic_score_gemma":0.0001069512,"domain_scores_codex":[0.9991511,0.00006318039,0.0001990351,0.0002764312,0.00007675425,0.0002335666],"domain_scores_gemma":[0.9995437,0.00006190038,0.00008695159,0.000237437,0.00003683932,0.00003313845],"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":[0.0001881443,0.00004135939,0.002288969,0.0000145913,0.00001616273,0.000001157043,0.00004308116,0.000005750491,0.9912459,0.0003437312,0.00009917827,0.005711995],"study_design_scores_gemma":[0.0003080153,0.0002137097,0.002248643,0.000001985666,0.00001279959,0.00001359064,0.0002366383,0.00004089466,0.9436136,0.0009774885,0.0522083,0.0001243003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972536,0.001363574,0.00003719476,0.0003301704,0.0001360248,0.0002426187,0.00007095806,0.000006276385,0.0005595999],"genre_scores_gemma":[0.9986643,0.0006007777,0.0003657945,0.00008824566,0.00004063472,0.0001026041,0.00002250347,0.00001570138,0.00009941698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05210912,"threshold_uncertainty_score":0.4044069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285394920","doi":"10.1093/pnasnexus/pgac114","title":"Temporal analysis of Lassa virus infection and transmission in experimentally infected <i>Mastomys natalensis</i>","year":2022,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Agency of Canada","funders":"National Institute of Allergy and Infectious Diseases; NHLBI Division of Intramural Research; National Institutes of Health","keywords":"Mastomys; Lassa virus; Virology; Transmission (telecommunications); Biology; Arenavirus; Lassa fever; Viral shedding; Virus; Asymptomatic; Transmissibility (structural dynamics); Infectivity; Immunology; Rodent; Immune system; Medicine; Lymphocytic choriomeningitis; Pathology","authors":[{"name":"David Safronetz","is_ca":true},{"name":"Kyle Rosenke","is_ca":false},{"name":"Kimberley Meade-White","is_ca":false},{"name":"Angela Sloan","is_ca":true},{"name":"Ousmane Maïga","is_ca":false},{"name":"Sidy Bane","is_ca":false},{"name":"Cynthia Martellaro","is_ca":false},{"name":"Dana Scott","is_ca":false},{"name":"Nafomon Sogoba","is_ca":false},{"name":"Heinz Feldmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01957402719696842,"gpt":0.3162554155611479,"spread":0.2966813883641795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002552985,0.0001042071,0.0003383376,0.0008836616,0.0001212792,0.00001094878,0.00003151261,0.00004834238,0.0006458883],"category_scores_gemma":[0.00002097339,0.00009759907,0.0001203185,0.001857424,0.00005819728,0.00008754479,0.00007767254,0.0002732772,0.000001855014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284464,"about_ca_system_score_gemma":0.00006639711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005467986,"about_ca_topic_score_gemma":0.0005572005,"domain_scores_codex":[0.9989137,0.0001145249,0.0002677254,0.0002224961,0.0003070001,0.000174558],"domain_scores_gemma":[0.999613,0.00004198033,0.00005809986,0.0001427586,0.00005071073,0.00009344408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006186627,0.001136191,0.4953818,0.00008035946,0.0006277004,0.00008383795,0.001260699,0.001324317,0.4825568,0.00005861721,0.0003536588,0.0165174],"study_design_scores_gemma":[0.004998716,0.002348318,0.8339409,0.00005838629,0.0009838118,0.0001409461,0.0006126565,0.02919867,0.1046094,0.00006954098,0.02267918,0.0003595352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964777,0.000437886,0.0003074775,0.0001256274,0.00005193202,0.0002570483,0.00002213804,0.00003750293,0.002282701],"genre_scores_gemma":[0.9992467,0.0001108032,0.00006301118,0.00009388875,0.0000165558,0.00005466492,0.0001053292,0.00001207127,0.0002969639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3779474,"threshold_uncertainty_score":0.8265996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403430267","doi":"10.1093/pnasnexus/pgae286","title":"Explanations of and interventions against affective polarization cannot afford to ignore the power of ingroup norm perception","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Ontario Ministry of Research, Innovation and Science; John Templeton Foundation","keywords":"Ingroups and outgroups; Outgroup; Psychology; Social psychology; Norm (philosophy); Perception; Psychological intervention; Polarization (electrochemistry); Political science","authors":[{"name":"Zi Ting You","is_ca":true},{"name":"Spike W. S. Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03253210581832491,"gpt":0.3670198027544234,"spread":0.3344876969360985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002864454,0.00005039651,0.00008496451,0.000102793,0.0001700702,0.0000303041,0.0000958797,0.00005865732,0.00009624447],"category_scores_gemma":[0.0001680683,0.00003987287,0.00007329314,0.000386243,0.0001710949,0.0001357355,0.00002913503,0.00007127057,0.000009087014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000056931,"about_ca_system_score_gemma":0.0000336513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002591373,"about_ca_topic_score_gemma":0.007361645,"domain_scores_codex":[0.9994023,0.000106967,0.0001522604,0.0001155742,0.0001230737,0.00009981637],"domain_scores_gemma":[0.9996482,0.0001114409,0.00004618752,0.00006784117,0.00009168603,0.00003471931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004898508,0.0002327469,0.009981145,0.0001034113,0.0001644309,0.0000023495,0.5050708,0.00002684711,0.0233584,0.3651476,0.006422496,0.08944076],"study_design_scores_gemma":[0.0006572731,0.001530931,0.5657963,0.001016167,0.0002052474,0.000005175132,0.3488924,0.0006479592,0.0005960243,0.04031377,0.03978885,0.0005498782],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626424,0.0001878655,0.003080361,0.002735081,0.000656915,0.000271456,0.00003433377,0.00003350795,0.03035812],"genre_scores_gemma":[0.9990976,0.0000269323,0.00005064522,0.0001398203,0.00008642396,0.00002161659,0.00001014628,0.000005391634,0.0005613499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5558152,"threshold_uncertainty_score":0.4107971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391914498","doi":"10.1093/pnasnexus/pgae008","title":"Forest demography and biomass accumulation rates are associated with transient mean tree size vs. density scaling relations","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Forest ecology and management","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"H2020 European Research Council; European Research Council; Horizon 2020 Framework Programme; Lunds Universitet; European Commission","keywords":"Biome; Forest dynamics; Scaling; Biomass (ecology); Environmental science; Temperate forest; Temperate rainforest; Seasonality; Ecology; Physical geography; Taiga; Atmospheric sciences; Temperate climate; Geography; Forest plot; Forestry; Ecosystem; Biology; Mathematics; Geology","authors":[{"name":"Kailiang Yu","is_ca":false},{"name":"Han Y. H. Chen","is_ca":true},{"name":"Arthur Geßler","is_ca":false},{"name":"Thomas A. M. Pugh","is_ca":false},{"name":"Eric B. Searle","is_ca":true},{"name":"Robert B. Allen","is_ca":false},{"name":"Hans Pretzsch","is_ca":false},{"name":"Philippe Ciais","is_ca":false},{"name":"Oliver L. Phillips","is_ca":false},{"name":"Roel Brienen","is_ca":false},{"name":"Chengjin Chu","is_ca":false},{"name":"Shubin Xie","is_ca":false},{"name":"Ashley P. Ballantyne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01293280751682248,"gpt":0.2309701324275577,"spread":0.2180373249107352,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001971407,0.0001074987,0.00009981035,0.00004988406,0.0002203329,0.00005528625,0.00006050679,0.00006935541,0.0001322798],"category_scores_gemma":[0.00004745332,0.00008886615,0.00003656707,0.0003751784,0.0001543202,0.0002102869,0.0000448901,0.00008911065,0.00005509318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007811688,"about_ca_system_score_gemma":0.000004878617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001474428,"about_ca_topic_score_gemma":0.0136465,"domain_scores_codex":[0.9992422,0.00004417159,0.0001214202,0.0002702087,0.0001371971,0.000184802],"domain_scores_gemma":[0.9996128,0.0001767755,0.00004208515,0.0001013326,0.000006483821,0.00006050554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003656331,0.00007611611,0.9878663,0.00001902437,0.0001074762,0.00004758614,0.0009365197,0.006135616,0.0002628529,0.001983232,0.001578311,0.0009504108],"study_design_scores_gemma":[0.0002095123,0.00005825231,0.974044,0.00003465873,0.00008208866,0.000002643237,0.00007686256,0.01892091,0.00009011162,0.005741748,0.0006230152,0.0001162005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933272,0.00008330217,0.002904381,0.0008398061,0.0001056067,0.000238214,0.000005136574,0.0001169107,0.002379443],"genre_scores_gemma":[0.9992108,0.00000661227,0.0002668921,0.0001069903,0.00001145943,0.00001638009,0.00001757498,0.00001105307,0.0003521941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01382229,"threshold_uncertainty_score":0.7615065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405595660","doi":"10.1093/pnasnexus/pgae508","title":"Indirect effects of the COVID-19 pandemic: A cause-of-death analysis of life expectancy changes in 24 countries, 2015 to 2022","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Global Health Care Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Australian Research Council; European Research Council; Nuffield College, University of Oxford; Clarendon Fund; Horizon 2020 Framework Programme; Centers for Disease Control and Prevention; European Commission; Leverhulme Trust; H2020 Marie Skłodowska-Curie Actions; World Health Organization","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Life expectancy; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Environmental health; Infectious disease (medical specialty); Disease; Internal medicine; Outbreak","authors":[{"name":"Antonino Polizzi","is_ca":false},{"name":"Luyin Zhang","is_ca":false},{"name":"Sergey Timonin","is_ca":false},{"name":"Aashish Gupta","is_ca":false},{"name":"Jennifer B. Dowd","is_ca":false},{"name":"David A. Leon","is_ca":false},{"name":"José Manuel Aburto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09994320636508701,"gpt":0.4604578099461845,"spread":0.3605146035810975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001234273,0.000201684,0.0009244375,0.0007534616,0.0001259079,0.000004906599,0.0003747251,0.000241316,0.0003092109],"category_scores_gemma":[0.002913848,0.0001488878,0.0001399016,0.00335489,0.00007028738,0.00004931919,0.0002458266,0.0004612017,0.00004287053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007179846,"about_ca_system_score_gemma":0.001727901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009420313,"about_ca_topic_score_gemma":0.04358661,"domain_scores_codex":[0.9966909,0.000998605,0.0008217477,0.0003714018,0.0005912455,0.0005260692],"domain_scores_gemma":[0.9953526,0.003182947,0.0003393605,0.0006114585,0.0001927808,0.0003208627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002069834,0.00008502931,0.8815735,0.007847647,0.0006357497,0.00003341452,0.06174411,0.0001154303,0.0004483065,0.001873996,0.04525064,0.0001851664],"study_design_scores_gemma":[0.00304194,0.001060165,0.6228031,0.005931667,0.002792732,0.000006199938,0.01539074,0.0008788287,0.001946389,0.002317859,0.3429279,0.0009024866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573317,0.0320878,0.0000391143,0.004804857,0.002354449,0.001992905,0.0004826401,0.0001190131,0.0007875009],"genre_scores_gemma":[0.9950128,0.0005975874,0.0000445423,0.003052894,0.000124645,0.0002757568,0.00001675691,0.00002810151,0.0008469357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2976773,"threshold_uncertainty_score":0.9971761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389334586","doi":"10.1093/pnasnexus/pgad338","title":"The silver bullet that wasn’t: Rapid agronomic weed adaptations to glyphosate in North America","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"Agricultural Research Service; U.S. Department of Agriculture","keywords":"Glyphosate; Silver bullet; Weed; Agronomy; Agroforestry; Environmental science; Geography; Biology; Materials science; Metallurgy","authors":[{"name":"Christopher A. Landau","is_ca":false},{"name":"Kevin W. Bradley","is_ca":false},{"name":"Erin E. Burns","is_ca":false},{"name":"Michael L. Flessner","is_ca":false},{"name":"Karla L. Gage","is_ca":false},{"name":"Aaron G. Hager","is_ca":false},{"name":"Joseph T. Ikley","is_ca":false},{"name":"Prashant Jha","is_ca":false},{"name":"Amit J. Jhala","is_ca":false},{"name":"Paul O. Johnson","is_ca":false},{"name":"William G. Johnson","is_ca":false},{"name":"Sarah Lancaster","is_ca":false},{"name":"Travis R. Legleiter","is_ca":false},{"name":"Dwight Lingenfelter","is_ca":false},{"name":"Mark M. Loux","is_ca":false},{"name":"Eric J Miller","is_ca":false},{"name":"Jason K. Norsworthy","is_ca":false},{"name":"Micheal D. K. Owen","is_ca":false},{"name":"Scott A. Nolte","is_ca":false},{"name":"Debalin Sarangi","is_ca":false},{"name":"Peter H. Sikkema","is_ca":true},{"name":"Christy L. Sprague","is_ca":false},{"name":"Mark J. VanGessel","is_ca":false},{"name":"Rodrigo Werle","is_ca":false},{"name":"Bryan G. Young","is_ca":false},{"name":"Martin Williams","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02459926661096466,"gpt":0.2182177638375828,"spread":0.1936184972266182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001051146,0.0001023608,0.0001176833,0.00001856862,0.0003558357,0.00007752888,0.0003211811,0.00003152593,0.0001923974],"category_scores_gemma":[0.00003107301,0.00003735953,0.00006423332,0.0007648388,0.00004549789,0.00005153141,0.00007625559,0.00009441761,0.001791802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002797329,"about_ca_system_score_gemma":0.000009814567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008219847,"about_ca_topic_score_gemma":0.02650465,"domain_scores_codex":[0.9991197,0.00003983649,0.0001614807,0.0002304916,0.0001159832,0.0003325125],"domain_scores_gemma":[0.9993721,0.0003656606,0.00004697918,0.00009560988,0.00002360494,0.00009607724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007419552,0.00007766826,0.002182866,0.000002172011,0.00003223422,0.00000632017,0.001075768,0.001568112,0.3440471,0.001476158,0.01804269,0.6314148],"study_design_scores_gemma":[0.00008184631,0.00004497142,0.6763276,0.000001956647,0.000004147177,3.462105e-7,0.0006704238,0.0003671626,0.00005348079,0.0004549602,0.3219072,0.0000859175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656928,0.0001719202,0.000006684154,0.03061295,0.00008692733,0.0004620581,0.0000481691,0.0001176273,0.002800835],"genre_scores_gemma":[0.9967116,0.00003380715,0.00002430358,0.0009366842,0.0001191171,0.0004232964,0.00008729372,0.000001411953,0.001662527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6741447,"threshold_uncertainty_score":0.9989854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4317771628","doi":"10.1093/pnasnexus/pgac265","title":"A generative adversarial model of intrusive imagery in the human brain","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"National Institute of Mental Health; Canadian Institutes of Health Research; Templeton World Charity Foundation; New York University; Alexander von Humboldt-Stiftung; York University; James S. McDonnell Foundation","keywords":"Adversarial system; Mental image; Psychology; Perception; Generative grammar; Perspective (graphical); Cognitive psychology; Leverage (statistics); Consciousness; Cognitive science; Cognition; Computer science; Artificial intelligence; Neuroscience","authors":[{"name":"Cody A. Cushing","is_ca":false},{"name":"Alexei J. Dawes","is_ca":false},{"name":"Stefan G. Hofmann","is_ca":false},{"name":"Hakwan Lau","is_ca":false},{"name":"Joseph E. LeDoux","is_ca":false},{"name":"Vincent Taschereau‐Dumouchel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05840909717824672,"gpt":0.2961539618197408,"spread":0.2377448646414941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002273784,0.00008010632,0.0001023862,0.0001051074,0.0001011872,0.00002743282,0.0001947535,0.00003277561,0.00001165214],"category_scores_gemma":[0.0004234392,0.00005738594,0.00004782518,0.0004790802,0.0000834869,0.0001125472,0.00006997603,0.0001380349,0.00002547802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001887714,"about_ca_system_score_gemma":0.00002625596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004302933,"about_ca_topic_score_gemma":0.00003790344,"domain_scores_codex":[0.9991167,0.0001405641,0.0001579033,0.0002189643,0.0001973401,0.0001685427],"domain_scores_gemma":[0.9993963,0.0003355056,0.0000636113,0.0001687282,0.00001735324,0.00001855497],"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":[0.00001821737,0.00003002793,0.00002773129,0.000005163033,0.000001323172,0.0000233512,0.00156863,0.0121413,0.9591752,0.02396992,0.002550305,0.0004888221],"study_design_scores_gemma":[0.0007716989,0.0001441851,0.001466199,0.00001267738,0.000007207818,0.000007547604,0.0003866175,0.8385687,0.07741909,0.08072451,0.0003144332,0.0001770826],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916677,0.000002255227,0.0004764739,0.00286097,0.0002740167,0.0002205721,0.00002927603,0.0000382984,0.004430447],"genre_scores_gemma":[0.9971059,0.000003479832,0.00002683443,0.001950191,0.00009727419,0.00002169313,0.000007417577,0.000008744322,0.0007784776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8817561,"threshold_uncertainty_score":0.2340131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396888339","doi":"10.1093/pnasnexus/pgae172","title":"Incorporating platinum circular economy into China’s hydrogen pathways toward carbon neutrality","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Science and Technology Project of State Grid; Chinese Academy of Sciences; National Social Science Fund of China; National Office for Philosophy and Social Sciences; National Natural Science Foundation of China","keywords":"Neutrality; China; Platinum; Carbon neutrality; Hydrogen; Circular economy; Hydrogen economy; Carbon fibers; Economics; Political science; Chemistry; Materials science; Hydrogen production; Catalysis; Greenhouse gas; Ecology; Biology; Composite material","authors":[{"name":"Peng Wang","is_ca":false},{"name":"Chenyang Wang","is_ca":true},{"name":"Jiashuo Li","is_ca":false},{"name":"Klaus Hubacek","is_ca":false},{"name":"Laixiang Sun","is_ca":false},{"name":"Fan Yang","is_ca":false},{"name":"Kuishuang Feng","is_ca":false},{"name":"Wei‐Qiang Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02025937348729384,"gpt":0.2398426097179956,"spread":0.2195832362307018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001390005,0.000165299,0.0001542507,0.00008477097,0.00005987729,0.0001592936,0.0001000824,0.00009254479,0.00007160854],"category_scores_gemma":[0.00001767944,0.0001742028,0.00006343022,0.0002001317,0.00001986254,0.0003333723,0.00001885072,0.0002386006,0.000102649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009821074,"about_ca_system_score_gemma":0.00005437668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009611388,"about_ca_topic_score_gemma":0.00002516073,"domain_scores_codex":[0.999205,0.00001940957,0.0002800714,0.0002273213,0.00009179995,0.0001763792],"domain_scores_gemma":[0.999681,0.00003032474,0.00002061728,0.0001579163,0.00001962996,0.00009053729],"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":[0.0000326988,0.0001516109,0.0035313,0.008771385,0.0008471443,0.000585827,0.04757914,0.4559443,0.3371802,0.1006227,0.006578484,0.03817524],"study_design_scores_gemma":[0.0002992279,0.00005099658,0.0008742696,0.0001003606,0.00005205719,0.00007169105,0.0005460186,0.7337205,0.1039365,0.05947198,0.1001016,0.0007747618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7535841,0.003157415,0.004717408,0.000423798,0.001041547,0.0002244243,0.000009150954,0.001842607,0.2349996],"genre_scores_gemma":[0.999276,0.00001815725,0.0001323656,0.00006452997,0.0002401242,0.00003675327,0.00002928933,0.00003739408,0.00016533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2777762,"threshold_uncertainty_score":0.7103782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283373432","doi":"10.1093/pnasnexus/pgac095","title":"Sporadic, late-onset, and multistage diseases","year":2022,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Medical Research Council; University of Oxford; Medical Research Council Canada; British Heart Foundation","keywords":"Medicine","authors":[{"name":"A Webster","is_ca":false},{"name":"Robert Clarke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005667076880520717,"gpt":0.2019614792057742,"spread":0.1962944023252535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001114152,0.0001310725,0.00017546,0.00007173904,0.0007420106,0.00001469915,0.0001889924,0.00004687623,0.001837436],"category_scores_gemma":[0.00003417189,0.0001310273,0.00005919498,0.0001230501,0.0002112732,0.00006335284,0.0002080543,0.0002640529,0.0001568065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002240558,"about_ca_system_score_gemma":0.00003788426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002115622,"about_ca_topic_score_gemma":0.000001704978,"domain_scores_codex":[0.9991188,0.0001349857,0.0001669707,0.000244916,0.00003476971,0.0002995614],"domain_scores_gemma":[0.9996176,0.00007461545,0.00006252418,0.0002264933,0.00001102134,0.000007764213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003566807,0.006357371,0.1687471,0.0003326789,0.001557656,0.0007862075,0.03419507,0.002489563,0.2716867,0.01957539,0.03436875,0.4563368],"study_design_scores_gemma":[0.003197641,0.0003240755,0.1759721,0.00001125108,0.00009339158,0.0002232744,0.004087802,0.0001338842,0.001861306,0.00170051,0.8118248,0.0005699433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134215,0.08274583,0.00003023562,0.0002091043,0.0008032451,0.0001612343,0.0001799955,0.0001178537,0.002330968],"genre_scores_gemma":[0.9896736,0.00006981148,0.000004301841,0.0003594534,0.000002093173,0.00004440632,0.0002317177,0.00001440695,0.009600268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.777456,"threshold_uncertainty_score":0.999075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402207940","doi":"10.1093/pnasnexus/pgae381","title":"Subclass IId bacteriocins targeting mannose phosphotransferase system—Structural diversity and implications for receptor interaction and antimicrobial activity","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Narodowa Agencja Wymiany Akademickiej; Narodowe Centrum Nauki; Fundacja na rzecz Nauki Polskiej; University of Alberta","keywords":"Bacteriocin; Subclass; Biology; Antimicrobial peptides; Mannose; Receptor; Computational biology; Amino acid residue; Peptide sequence; Antimicrobial; Biochemistry; Microbiology; Antibody; Genetics","authors":[{"name":"Aleksandra Tymoszewska","is_ca":false},{"name":"Tamara Aleksandrzak‐Piekarczyk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01923769580766021,"gpt":0.2348218673849453,"spread":0.2155841715772851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008871662,0.0001041773,0.0001086933,0.00001068256,0.0007541618,0.0001374967,0.00006525182,0.00006731428,0.00001449694],"category_scores_gemma":[0.000009164047,0.00004908893,0.00004753679,0.00009335108,0.00004113846,0.0002012662,0.0001350557,0.00009436482,0.000001942986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004275218,"about_ca_system_score_gemma":0.000003830037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002078011,"about_ca_topic_score_gemma":0.00006506433,"domain_scores_codex":[0.9994133,0.00002199001,0.00009583803,0.0002694079,0.00003643396,0.0001630104],"domain_scores_gemma":[0.9997615,0.00008687071,0.00002578994,0.0000272554,0.00003007439,0.00006852337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007114089,0.00001565463,0.002313104,0.00009512107,0.00002545113,9.298809e-7,0.0002629707,6.524431e-7,0.975575,0.0007260227,0.0003071759,0.02060681],"study_design_scores_gemma":[0.00123771,0.00128507,0.7438295,0.0005336952,0.0003149667,0.0001829081,0.001360219,0.00887077,0.2105135,0.001117409,0.02932782,0.001426424],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970777,0.0001415934,0.0000827473,0.001492151,0.0003943203,0.0002638456,0.0003921596,0.00008235489,0.0000731184],"genre_scores_gemma":[0.9995477,0.00005646096,0.0000819629,0.00003900011,0.0001392679,0.000007398714,0.00008791946,0.000001229841,0.00003911255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7650614,"threshold_uncertainty_score":0.5800479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296831466","doi":"10.1093/pnasnexus/pgac202","title":"Phylogenomics shows unique traits in Noctilucales are derived rather than ancestral","year":2022,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Gordon and Betty Moore Foundation","keywords":"Phylogenomics; Evolutionary biology; Biology; Phylogenetics; Clade; Genetics; Gene","authors":[{"name":"Elizabeth C. Cooney","is_ca":true},{"name":"Brian S. Leander","is_ca":true},{"name":"Patrick J. Keeling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01815146266431265,"gpt":0.2267031437862261,"spread":0.2085516811219135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001086527,0.0001201873,0.0001216717,0.00003484094,0.0001359922,0.00001360028,0.0002735625,0.00007514095,0.00008659741],"category_scores_gemma":[0.00001501164,0.0001382343,0.00007008608,0.00008568285,0.00005660424,0.000003030518,0.000197221,0.0001572034,0.000005961896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003208412,"about_ca_system_score_gemma":0.00006929558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006771502,"about_ca_topic_score_gemma":0.000563422,"domain_scores_codex":[0.9991892,0.0001056576,0.0001095898,0.0002797032,0.00008270246,0.0002331654],"domain_scores_gemma":[0.9996977,0.000007506474,0.00005961019,0.0001620997,0.00001699419,0.00005612923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002326469,0.0002187666,0.1141718,0.00001889233,0.00005208794,0.0000783014,0.0005866167,0.001393018,0.8804406,0.0003340901,0.0008810804,0.001592115],"study_design_scores_gemma":[0.002577838,0.0008015697,0.5211475,0.00001492615,0.00003557385,0.0001109931,0.002978374,0.0001925217,0.409777,0.002045271,0.05932995,0.0009883781],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974766,0.00054229,0.0001545464,0.0001319752,0.0001273763,0.0001910997,0.0001628462,0.00001016131,0.001203045],"genre_scores_gemma":[0.9984707,0.00002911963,0.0002015195,0.0004982864,0.000103797,0.00004110337,0.00008287339,0.00001409955,0.0005585162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4706635,"threshold_uncertainty_score":0.5637032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386477955","doi":"10.1093/pnasnexus/pgad290","title":"Artificial intelligence, explainability, and the scientific method: A proof-of-concept study on novel retinal biomarker discovery","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Proof of concept; Scientific discovery; Biomarker discovery; Retinal; Computer science; Biomarker; Artificial intelligence; Data science; Computational biology; Psychology; Medicine; Cognitive science; Biology; Ophthalmology; Proteomics","authors":[{"name":"Parsa Delavari","is_ca":true},{"name":"Gülcenur Özturan","is_ca":true},{"name":"Lei Yuan","is_ca":true},{"name":"Özgür Yılmaz","is_ca":true},{"name":"İpek Oruç","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09035722902810882,"gpt":0.3832438644975967,"spread":0.2928866354694878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002808097,0.0001548562,0.0003907745,0.0002804023,0.0002249053,0.0001523761,0.0001479672,0.00003434146,0.00001724717],"category_scores_gemma":[0.001075274,0.00009105145,0.0001541869,0.001384496,0.0007860748,0.00009061775,0.0001302167,0.000190034,0.00001202578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002484058,"about_ca_system_score_gemma":0.00007020731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001169253,"about_ca_topic_score_gemma":0.00000873706,"domain_scores_codex":[0.9981192,0.000232375,0.0004168467,0.0004827509,0.0004973964,0.0002514812],"domain_scores_gemma":[0.9985574,0.000614987,0.00011793,0.0005044117,0.000131467,0.00007383818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009785438,0.008447425,0.06429753,0.0007242376,0.001847017,0.0004203418,0.0717308,0.001161087,0.04153865,0.02739615,0.00334853,0.7693028],"study_design_scores_gemma":[0.006691289,0.005318852,0.1552798,0.001371404,0.004655835,0.0002982569,0.1639175,0.2843757,0.2810312,0.09132869,0.003971334,0.001760253],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629216,0.0001228854,0.03036846,0.00412342,0.0002867813,0.0008949056,0.00001218912,0.00006489189,0.001204883],"genre_scores_gemma":[0.9973574,0.000001062138,0.0004492478,0.00006265352,0.00008553096,0.00004902051,0.00001204872,0.00001457081,0.001968422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7675425,"threshold_uncertainty_score":0.371297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396513780","doi":"10.1093/pnasnexus/pgae175","title":"Human-aided dispersal and population bottlenecks facilitate parasitism escape in the most invasive mosquito species","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill Genome Centre","funders":"Office of National Higher Education Science Research and Innovation Policy Council; Agence Nationale de la Recherche; Emory University","keywords":"Biological dispersal; Biology; Aedes albopictus; Invasive species; Ecology; Parasitism; Population; Parasite hosting; Range (aeronautics); Introduced species; Vector (molecular biology); Larva; Zoology; Host (biology); Aedes aegypti","authors":[{"name":"Maxime Girard","is_ca":false},{"name":"Edwige Martin","is_ca":false},{"name":"Laurent Vallon","is_ca":false},{"name":"Van Trân Van","is_ca":false},{"name":"Camille Da Silva Carvalho","is_ca":false},{"name":"Justine Sack","is_ca":false},{"name":"Zélia Bontemps","is_ca":false},{"name":"Julie Balteneck","is_ca":false},{"name":"Florence Colin","is_ca":false},{"name":"Pénélope Duval","is_ca":false},{"name":"Simon Malassigné","is_ca":false},{"name":"Ian Hennessee","is_ca":false},{"name":"Lucrecia Vizcaino","is_ca":false},{"name":"Yamila Romer","is_ca":false},{"name":"Nsa Dada","is_ca":false},{"name":"Khan Ly Huynh Kim","is_ca":false},{"name":"Trang Huynh Thi Thuy","is_ca":false},{"name":"Christophe Bellet","is_ca":false},{"name":"Grégory L’Ambert","is_ca":false},{"name":"Fara Nantenaina Raharimalala","is_ca":false},{"name":"Natapong Jupatanakul","is_ca":false},{"name":"Clément Goubert","is_ca":true},{"name":"Matthieu Boulesteix","is_ca":false},{"name":"Patrick Mavingui","is_ca":false},{"name":"Emmanuel Desouhant","is_ca":false},{"name":"Patricia Luis","is_ca":false},{"name":"Rémy Cazabet","is_ca":false},{"name":"Anne‐Emmanuelle Hay","is_ca":false},{"name":"Claire Valiente Moro","is_ca":false},{"name":"Guillaume Minard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02468733723956719,"gpt":0.288050107309108,"spread":0.2633627700695408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001798037,0.0001740986,0.0002447727,0.00009420501,0.00009965129,0.0001453189,0.00009371811,0.00006662377,0.0001633481],"category_scores_gemma":[0.0001189195,0.0001217672,0.00008680973,0.0002138349,0.00006840703,0.0001442101,0.00003526717,0.0001935246,0.00003874356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005517491,"about_ca_system_score_gemma":0.00005252744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032068,"about_ca_topic_score_gemma":0.0008173721,"domain_scores_codex":[0.9987833,0.00007477972,0.0002558084,0.0003474855,0.0002727495,0.0002657992],"domain_scores_gemma":[0.9994183,0.0001509157,0.00002998394,0.0002740132,0.00002784635,0.00009901032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001211855,0.001238237,0.4617596,0.003255366,0.001021673,0.006628078,0.04729845,0.000460864,0.06573371,0.2318403,0.04234306,0.1372088],"study_design_scores_gemma":[0.001509906,0.0002881212,0.9799884,0.0003346997,0.0002548649,0.00007095218,0.003382249,0.003425197,0.0001009336,0.003847949,0.006550796,0.0002459611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98457,0.005691148,0.00003709794,0.00295959,0.000212983,0.0005558555,0.00006320635,0.0000716271,0.005838534],"genre_scores_gemma":[0.9965596,0.0001052446,0.00001253865,0.0007770671,0.0003124943,0.00007026717,0.0001265535,0.0000192765,0.00201695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5182288,"threshold_uncertainty_score":0.4965524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}