{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":334,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":334,"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":"d77e47956691","filters":{"venue":"Bulletin of the American Meteorological Society"}},"results":[{"id":"W2030737358","doi":"10.1175/bams-d-11-00019.1","title":"Local Climate Zones for Urban Temperature Studies","year":2012,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":4211,"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":"Urban heat island; Land cover; Urban climate; Climate zones; Metadata; Geography; Climatology; Environmental science; Climate change; Physical geography; Land use; Urbanization; Meteorology; Geology; Ecology; Computer science","authors":[{"name":"Iain D. Stewart","is_ca":true},{"name":"T. R. Oke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01700538972644403,"gpt":0.2554611843192821,"spread":0.238455794592838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002617586,0.0006653623,0.0006688569,0.004993824,0.001362287,0.002734178,0.001941523,0.0004816798,0.0869167],"category_scores_gemma":[0.01270905,0.0003431956,0.001137863,0.01295393,0.0005317516,0.002449653,0.003518067,0.001675477,0.01182859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329694,"about_ca_system_score_gemma":0.002113871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01957216,"about_ca_topic_score_gemma":0.02534687,"domain_scores_codex":[0.9982231,0.0007218504,0.0002360047,0.0002720976,0.0003791186,0.0001677839],"domain_scores_gemma":[0.9958926,0.001162266,0.0006407417,0.0007665888,0.001261438,0.0002764103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004736387,0.0002306849,0.05491657,0.00324286,0.0001755706,0.0004111355,0.00712094,0.004727351,0.001322042,0.2334471,0.4065174,0.2874146],"study_design_scores_gemma":[0.00005233374,0.00007731181,0.07822975,0.0009050393,0.00005992991,0.000212318,0.00440223,0.002008877,0.0003912906,0.01852738,0.8950522,0.00008133484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06560196,0.01417386,0.1454751,0.003235622,0.003053526,0.005311979,0.269455,0.003609709,0.4900834],"genre_scores_gemma":[0.3828324,0.00873876,0.3100117,0.001267823,0.0009480958,0.01959407,0.2015276,0.002643939,0.07243564],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0869167,"threshold_uncertainty_score":0.2907653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2338049369","doi":"10.1175/1520-0477(2001)082<2415:fantts>2.3.co;2","title":"FLUXNET: A New Tool to Study the Temporal and Spatial Variability of Ecosystem–Scale Carbon Dioxide, Water Vapor, and Energy Flux Densities","year":2001,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":3960,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Forest Service; European Commission; Ministry of Agriculture, Forestry and Fisheries; U.S. Department of Agriculture; National Aeronautics and Space Administration; Smithsonian Institution; National Science Foundation","keywords":"FluxNet; Environmental science; Biosphere; Carbon cycle; Atmospheric sciences; Eddy covariance; Ecosystem; Ecology; Geology","authors":[{"name":"Dennis Baldocchi","is_ca":false},{"name":"Eva Falge","is_ca":false},{"name":"Lianhong Gu","is_ca":false},{"name":"David Y. Hollinger","is_ca":false},{"name":"S. W. Running","is_ca":false},{"name":"Peter Anthoni","is_ca":false},{"name":"Christian Bernhofer","is_ca":false},{"name":"K. J. Davis","is_ca":false},{"name":"Robert S. Evans","is_ca":false},{"name":"José D. Fuentes","is_ca":false},{"name":"Allen H. Goldstein","is_ca":false},{"name":"Gabriel G. Katul","is_ca":false},{"name":"B. E. Law","is_ca":false},{"name":"Xuhui Lee","is_ca":false},{"name":"Yadvinder Malhi","is_ca":false},{"name":"Tilden P. Meyers","is_ca":false},{"name":"J. William Munger","is_ca":false},{"name":"Walter C. Oechel","is_ca":false},{"name":"Kyaw Tha Paw","is_ca":false},{"name":"Kim Pilegaard","is_ca":false},{"name":"Hans Peter Schmid","is_ca":false},{"name":"Riccardo Valentini","is_ca":false},{"name":"Shashi B. Verma","is_ca":false},{"name":"Timo Vesala","is_ca":false},{"name":"Kell Wilson","is_ca":false},{"name":"S. C. Wofsy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005506949675650962,"gpt":0.1879694846707499,"spread":0.182462534995099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002756402,0.002037504,0.001339983,0.005324722,0.0007852381,0.002042998,0.0017906,0.0007620324,0.01225038],"category_scores_gemma":[0.006379235,0.00088399,0.00122081,0.005381055,0.0003808159,0.005258395,0.001658231,0.001493535,0.003893169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009528578,"about_ca_system_score_gemma":0.001514285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01372256,"about_ca_topic_score_gemma":0.01158749,"domain_scores_codex":[0.998841,0.000194447,0.0001530978,0.0003451712,0.0003700497,0.00009618802],"domain_scores_gemma":[0.9975564,0.001132645,0.0003395784,0.0004304918,0.0003512285,0.0001894524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001214786,0.000689287,0.06204057,0.001656257,0.001107283,0.000959426,0.001280902,0.09276735,0.01299005,0.03690054,0.5850666,0.203327],"study_design_scores_gemma":[0.0003509455,0.0001587893,0.02448126,0.0002874889,0.0001987357,0.0006032676,0.0003715979,0.4122935,0.01109537,0.04225729,0.5076389,0.000262825],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0336066,0.0008087531,0.3833767,0.0006299071,0.0006679232,0.0004274761,0.3498414,0.2140759,0.01656535],"genre_scores_gemma":[0.1207557,0.001094423,0.2789253,0.000528824,0.000309898,0.00179054,0.5698836,0.01972763,0.00698412],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01372256,"threshold_uncertainty_score":0.04098153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2115247641","doi":"10.1175/bams-d-12-00121.1","title":"The Community Earth System Model: A Framework for Collaborative Research","year":2013,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":2821,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Toronto","funders":"Pacific Northwest National Laboratory; Oak Ridge National Laboratory; Battelle; U.S. Department of Energy; Office of Science; National Science Foundation","keywords":"Earth system science; Thermosphere; Interoperability; Earth science; Documentation; Computer science; Systems engineering; Workflow; Variety (cybernetics); Climate model; Atmosphere (unit); Environmental science; Climate change; Meteorology; Geography; Engineering; Geology; Geophysics","authors":[{"name":"James W. Hurrell","is_ca":false},{"name":"Marika M. Holland","is_ca":false},{"name":"P. R. Gent","is_ca":false},{"name":"S. J. Ghan","is_ca":false},{"name":"Jennifer E. Kay","is_ca":false},{"name":"P. J. Kushner","is_ca":true},{"name":"Jean‐François Lamarque","is_ca":false},{"name":"William G. Large","is_ca":false},{"name":"David M. Lawrence","is_ca":false},{"name":"Keith Lindsay","is_ca":false},{"name":"William H. Lipscomb","is_ca":false},{"name":"Matthew C. Long","is_ca":false},{"name":"N. M. Mahowald","is_ca":false},{"name":"D. R. Marsh","is_ca":false},{"name":"Richard Neale","is_ca":false},{"name":"Philip J. Rasch","is_ca":false},{"name":"S. J. Vavrus","is_ca":false},{"name":"M. Vertenstein","is_ca":false},{"name":"David C. Bader","is_ca":false},{"name":"William D. Collins","is_ca":false},{"name":"James J. Hack","is_ca":false},{"name":"J. Kiehl","is_ca":false},{"name":"S. Marshall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02896470003465758,"gpt":0.2759137430491249,"spread":0.2469490430144673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006374165,0.00155265,0.001717569,0.002250279,0.001770495,0.00443748,0.005993059,0.002771527,0.01111953],"category_scores_gemma":[0.02201868,0.001133718,0.002001227,0.00441578,0.001384684,0.004977865,0.00457644,0.003053013,0.0033911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002282001,"about_ca_system_score_gemma":0.006678443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0408612,"about_ca_topic_score_gemma":0.02720886,"domain_scores_codex":[0.9975538,0.001491682,0.0001688777,0.0002486208,0.0004244378,0.0001126835],"domain_scores_gemma":[0.9937152,0.003464343,0.0003097381,0.001163151,0.000826055,0.0005214397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007373853,0.00008293643,0.001461021,0.0002470585,0.000271624,0.0001496879,0.0003143223,0.5959367,0.000196774,0.3293354,0.03917426,0.03275647],"study_design_scores_gemma":[0.0001512416,0.00001898284,0.0002222554,0.00008373114,0.00006263152,0.00004579712,0.00007501696,0.67399,0.0001623949,0.2557915,0.06934184,0.00005457366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003136684,0.0006405459,0.9514295,0.003061699,0.0002891564,0.0003944008,0.00927041,0.00862904,0.0231486],"genre_scores_gemma":[0.1226961,0.001709363,0.851058,0.0003794449,0.0002476543,0.002597478,0.01188975,0.003070655,0.006351492],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0408612,"threshold_uncertainty_score":0.08124667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125634634","doi":"10.1175/bams-d-13-00255.1","title":"The Community Earth System Model (CESM) Large Ensemble Project: A Community Resource for Studying Climate Change in the Presence of Internal Climate Variability","year":2014,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Climate variability and models","field":"Environmental Science","cited_by":2591,"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":"Goddard Space Flight Center; U.S. Department of Energy; Office of Science; Commonwealth Scientific and Industrial Research Organisation; National Science Foundation","keywords":"Climatology; Coupled model intercomparison project; Climate model; Climate change; Environmental science; Earth system science; Forcing (mathematics); Downscaling; Meteorology; Precipitation; Geography; Geology","authors":[{"name":"Jennifer E. Kay","is_ca":false},{"name":"Clara Deser","is_ca":false},{"name":"Adam S. Phillips","is_ca":false},{"name":"A. Mai","is_ca":false},{"name":"Cécile Hannay","is_ca":false},{"name":"Gary Strand","is_ca":false},{"name":"Julie M. Arblaster","is_ca":false},{"name":"Susan C. Bates","is_ca":false},{"name":"Gökhan Danabasoglu","is_ca":false},{"name":"James Edwards","is_ca":false},{"name":"Marika M. Holland","is_ca":false},{"name":"Paul J. Kushner","is_ca":true},{"name":"Jean‐François Lamarque","is_ca":false},{"name":"David M. Lawrence","is_ca":false},{"name":"Keith Lindsay","is_ca":false},{"name":"Alexandra Middleton","is_ca":false},{"name":"E. Munoz","is_ca":false},{"name":"Richard Neale","is_ca":false},{"name":"Keith W. Oleson","is_ca":false},{"name":"Lorenzo M. Polvani","is_ca":false},{"name":"Mariana Vertenstein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05188069406733834,"gpt":0.2847488001275565,"spread":0.2328681060602182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005459414,0.001136694,0.001260701,0.00185858,0.0009836311,0.001291332,0.002427696,0.001117849,0.005574784],"category_scores_gemma":[0.01105605,0.0006013178,0.001049711,0.006307785,0.0004901953,0.002201202,0.002787702,0.002334918,0.002029946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008048613,"about_ca_system_score_gemma":0.003406499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05265129,"about_ca_topic_score_gemma":0.03996177,"domain_scores_codex":[0.9985592,0.0005534969,0.00006883046,0.0002161131,0.0005147774,0.00008769328],"domain_scores_gemma":[0.9946069,0.001173652,0.0003365306,0.00171971,0.001540428,0.0006227964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004840263,0.0002837743,0.03128268,0.0005752015,0.001275686,0.0001583317,0.0003047051,0.2978681,0.003673084,0.01948018,0.5236776,0.1209366],"study_design_scores_gemma":[0.001054266,0.0001489007,0.03434243,0.0002334539,0.0002951032,0.00005545513,0.000128244,0.7608433,0.003239401,0.02008433,0.1792618,0.0003134549],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.08749618,0.001868926,0.2049773,0.005126927,0.001042583,0.001138983,0.6320125,0.03643146,0.02990501],"genre_scores_gemma":[0.3174464,0.001073748,0.2088543,0.0006465368,0.0004183853,0.002952759,0.4571777,0.008385946,0.00304426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05265129,"threshold_uncertainty_score":0.1046897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2893104692","doi":"10.1175/bams-d-17-0057.1","title":"Recent Third Pole’s Rapid Warming Accompanies Cryospheric Melt and Water Cycle Intensification and Interactions between Monsoon and Environment: Multidisciplinary Approach with Observations, Modeling, and Analysis","year":2018,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":1124,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"National Natural Science Foundation of China; Chinese Academy of Sciences; National Science Foundation","keywords":"Glacier; Climatology; Environmental science; Precipitation; Global warming; Climate change; Glacial period; Water cycle; Cryosphere; Monsoon; Snow; Physical geography; Atmospheric sciences; Geology; Geography; Meteorology; Oceanography; Geomorphology; Sea ice; Ecology","authors":[{"name":"Tandong Yao","is_ca":false},{"name":"Yongkang Xue","is_ca":false},{"name":"Deliang Chen","is_ca":false},{"name":"Fahu Chen","is_ca":false},{"name":"Lonnie G. Thompson","is_ca":false},{"name":"Peng Cui","is_ca":false},{"name":"Toshio Koike","is_ca":false},{"name":"William K. M. Lau","is_ca":false},{"name":"Dennis P. Lettenmaier","is_ca":false},{"name":"Volker Mosbrugger","is_ca":false},{"name":"Renhe Zhang","is_ca":false},{"name":"Baiqing Xu","is_ca":false},{"name":"Jeff Dozier","is_ca":false},{"name":"Thomas W. Gillespie","is_ca":false},{"name":"Yu Gu","is_ca":false},{"name":"Shichang Kang","is_ca":false},{"name":"Shilong Piao","is_ca":false},{"name":"Shiori Sugimoto","is_ca":false},{"name":"Kenichi Ueno","is_ca":false},{"name":"Lei Wang","is_ca":false},{"name":"Weicai Wang","is_ca":false},{"name":"Fan Zhang","is_ca":false},{"name":"Yongwei Sheng","is_ca":false},{"name":"Weidong Guo","is_ca":false},{"name":"Ailikun","is_ca":false},{"name":"Xiaoxin Yang","is_ca":false},{"name":"Yaoming Ma","is_ca":false},{"name":"Samuel S. P. Shen","is_ca":false},{"name":"Zhongbo Su","is_ca":false},{"name":"Fei Chen","is_ca":false},{"name":"Shunlin Liang","is_ca":false},{"name":"Yimin Liu","is_ca":false},{"name":"Vijay P. Singh","is_ca":false},{"name":"Kun Yang","is_ca":false},{"name":"Daqing Yang","is_ca":true},{"name":"Xinquan Zhao","is_ca":false},{"name":"Yun Qian","is_ca":false},{"name":"Yu Zhang","is_ca":false},{"name":"Qian Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03302928627192411,"gpt":0.2270930907458093,"spread":0.1940638044738852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004014791,0.00033007,0.0002443043,0.0005159436,0.0003987884,0.0008338137,0.0003699709,0.0005182509,0.00043721],"category_scores_gemma":[0.0004507833,0.0001978904,0.0009477988,0.0006211503,0.0002184752,0.0006299411,0.0005509398,0.0005052504,0.00006199331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006773311,"about_ca_system_score_gemma":0.000414514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02752909,"about_ca_topic_score_gemma":0.02747349,"domain_scores_codex":[0.9999217,0.00002268523,0.000004456065,0.00002024791,0.00001490236,0.00001609913],"domain_scores_gemma":[0.9998366,0.0000474131,0.00005310729,0.00001369129,0.00002502012,0.00002413359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001307637,0.0002672361,0.4801569,0.000141395,0.0007062834,0.0004044824,0.0002958854,0.4588381,0.007270924,0.002891027,0.003728887,0.04516812],"study_design_scores_gemma":[0.00001393284,0.00003345184,0.1578948,0.00002515305,0.0000649328,0.00003159391,0.0002627911,0.838511,0.0005681535,0.001133537,0.001441253,0.00001930807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846447,0.001036123,0.01081163,0.0006918758,0.00005061439,0.00002235565,0.001022113,0.00009402444,0.001626638],"genre_scores_gemma":[0.9943022,0.0005668564,0.004273449,0.00003960914,0.00005553924,0.00002133774,0.0005018639,0.00001285412,0.0002262951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02752909,"threshold_uncertainty_score":0.05473769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2471266319","doi":"10.1175/bams-d-16-0017.1","title":"The Subseasonal to Seasonal (S2S) Prediction Project Database","year":2016,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Climate variability and models","field":"Environmental Science","cited_by":1111,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"Natural Environment Research Council; Russian Science Foundation; Sight Research UK; National Aeronautics and Space Administration; California Institute of Technology; Jet Propulsion Laboratory","keywords":"Predictability; Madden–Julian oscillation; Climatology; Teleconnection; Environmental science; Forecast skill; Meteorology; Hindcast; Range (aeronautics); Landfall; Database; Weather prediction; Tropical cyclone; Weather forecasting; Computer science; Precipitation; Geography; Statistics; Mathematics; Convection; Geology; Engineering","authors":[{"name":"Frédéric Vitart","is_ca":false},{"name":"Constantin Ardilouze","is_ca":false},{"name":"A. Bonet","is_ca":false},{"name":"Anca Brookshaw","is_ca":false},{"name":"Mingyue Chen","is_ca":false},{"name":"C. Codorean","is_ca":false},{"name":"Michel Déqué","is_ca":false},{"name":"Laura Ferranti","is_ca":false},{"name":"Enrico Fucile","is_ca":false},{"name":"Manuel Fuentes","is_ca":false},{"name":"Harry H. Hendon","is_ca":false},{"name":"J. Hodgson","is_ca":true},{"name":"Hongbo Kang","is_ca":false},{"name":"Arun Kumar","is_ca":false},{"name":"Hai Lin","is_ca":true},{"name":"G. Liu","is_ca":false},{"name":"Xiangwen Liu","is_ca":false},{"name":"P. Malguzzi","is_ca":false},{"name":"I. Mallas","is_ca":false},{"name":"M. Manoussakis","is_ca":false},{"name":"Daniele Mastrangelo","is_ca":false},{"name":"Craig MacLachlan","is_ca":false},{"name":"Peter McLean","is_ca":false},{"name":"Atsushi Minami","is_ca":false},{"name":"Richard Mládek","is_ca":false},{"name":"Tetsuo Nakazawa","is_ca":false},{"name":"Safana A. Najm","is_ca":false},{"name":"Yu Nie","is_ca":false},{"name":"M. Rixen","is_ca":false},{"name":"Andrew W. Robertson","is_ca":false},{"name":"Paolo Ruti","is_ca":false},{"name":"Cheng Sun","is_ca":false},{"name":"Yuhei Takaya","is_ca":false},{"name":"M. A. Tolstykh","is_ca":false},{"name":"Fabio Venuti","is_ca":false},{"name":"Duane E. Waliser","is_ca":false},{"name":"Steven J. Woolnough","is_ca":false},{"name":"Tongwen Wu","is_ca":false},{"name":"Duk-Jin Won","is_ca":false},{"name":"Hui Xiao","is_ca":false},{"name":"R. B. Zaripov","is_ca":false},{"name":"L. Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01884894773701504,"gpt":0.2471512537782404,"spread":0.2283023060412253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001593551,0.001531973,0.00102838,0.002158496,0.0005709004,0.002309366,0.00262963,0.001506192,0.03872847],"category_scores_gemma":[0.006205302,0.0004888074,0.0009375794,0.004019946,0.000241948,0.00218881,0.001595815,0.00137352,0.02948648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008750895,"about_ca_system_score_gemma":0.002426846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02294513,"about_ca_topic_score_gemma":0.01098016,"domain_scores_codex":[0.9986812,0.0001859955,0.0002652832,0.0003446347,0.0004236943,0.00009917554],"domain_scores_gemma":[0.9965069,0.0007052829,0.0002972739,0.0009818103,0.001195299,0.000313546],"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":[0.0003356394,0.00005884089,0.006017686,0.0007456677,0.0001176877,0.0001471311,0.00006550486,0.01115015,0.001146145,0.003338761,0.9556707,0.02120602],"study_design_scores_gemma":[0.0005713319,0.00008336858,0.01475427,0.0002596516,0.00009221885,0.0001267481,0.0001957019,0.05524937,0.004157084,0.006997048,0.917366,0.000147113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002402595,0.0001350093,0.003119356,0.0001944073,0.00008843639,0.00009226966,0.9839663,0.006375893,0.003625767],"genre_scores_gemma":[0.006125833,0.00008945599,0.002630829,0.00004887281,0.00001809039,0.0001358425,0.9899045,0.0004070841,0.0006395219],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03872847,"threshold_uncertainty_score":0.1295596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162703778","doi":"10.1175/bams-d-12-00227.1","title":"The EarthCARE Satellite: The Next Step Forward in Global Measurements of Clouds, Aerosols, Precipitation, and Radiation","year":2014,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":928,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Environment and Climate Change Canada","funders":"Japan Aerospace Exploration Agency; Natural Environment Research Council; Sight Research UK","keywords":"Environmental science; Lidar; Aerosol; Remote sensing; Satellite; Meteorology; Cirrus; Cloud top; Geology; Geography; Physics","authors":[{"name":"A. J. Illingworth","is_ca":false},{"name":"Howard W. Barker","is_ca":true},{"name":"Anton Beljaars","is_ca":false},{"name":"M. Ceccaldi","is_ca":false},{"name":"Hélène Chepfer","is_ca":false},{"name":"Nicolas Clerbaux","is_ca":false},{"name":"Jason N. S. Cole","is_ca":true},{"name":"J. Delanoë","is_ca":false},{"name":"Carlos Doménech","is_ca":false},{"name":"David P. Donovan","is_ca":false},{"name":"Satoshi Fukuda","is_ca":false},{"name":"Maki Hirakata","is_ca":false},{"name":"Robin J. Hogan","is_ca":false},{"name":"Anja Huenerbein","is_ca":false},{"name":"Pavlos Kollias","is_ca":true},{"name":"Takuji Kubota","is_ca":false},{"name":"Takashi Y. Nakajima","is_ca":false},{"name":"Tomoaki Nishizawa","is_ca":false},{"name":"Y. Ohno","is_ca":false},{"name":"Hajime Okamoto","is_ca":false},{"name":"Riko Oki","is_ca":false},{"name":"Kaori Sato","is_ca":false},{"name":"Masaki Satoh","is_ca":false},{"name":"Mark W. Shephard","is_ca":true},{"name":"Almudena Velázquez-Blazquez","is_ca":false},{"name":"Ulla Wandinger","is_ca":false},{"name":"Tobias Wehr","is_ca":false},{"name":"Gerd‐Jan van Zadelhoff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01377479874132388,"gpt":0.2314669093086736,"spread":0.2176921105673497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003280224,0.0008075578,0.0007454619,0.001017298,0.0003119477,0.000867945,0.0009394335,0.001380151,0.003923021],"category_scores_gemma":[0.001742666,0.0002697298,0.0003540878,0.001541889,0.0007429304,0.002664397,0.001689974,0.001740091,0.001140134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006590534,"about_ca_system_score_gemma":0.001521784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01196308,"about_ca_topic_score_gemma":0.01958764,"domain_scores_codex":[0.9994872,0.0001003465,0.00001602227,0.0000988555,0.0002236272,0.00007401041],"domain_scores_gemma":[0.9983431,0.0002082577,0.0001248736,0.0002200467,0.0007434016,0.0003604217],"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":[0.0008974661,0.000528265,0.1096476,0.0009433621,0.0004650759,0.0003157921,0.0003358638,0.0102671,0.08481599,0.01805108,0.2742576,0.4994747],"study_design_scores_gemma":[0.0009931913,0.001294825,0.2333869,0.0007091826,0.0003252095,0.0003611059,0.000613769,0.05313633,0.03265803,0.0183342,0.6579666,0.0002206954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4489515,0.04757107,0.1609243,0.07289981,0.004696903,0.00166534,0.1653496,0.01687783,0.08106375],"genre_scores_gemma":[0.360159,0.008509242,0.5005939,0.01176238,0.001558108,0.0006140793,0.1033895,0.0009284567,0.01248532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01196308,"threshold_uncertainty_score":0.0237869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970329847","doi":"10.1175/2009bams2778.1","title":"Decadal Prediction","year":2009,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":759,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"Global Change Institute, University of the Witwatersrand, Johannesburg; National Oceanic and Atmospheric Administration; Sight Research UK; Office of Science; National Aeronautics and Space Administration; Natural Environment Research Council; U.S. Department of Energy; National Science Foundation","keywords":"Environmental science; Climatology; Meteorology; Geology; Geography","authors":[{"name":"Gerald A. Meehl","is_ca":false},{"name":"Lisa Goddard","is_ca":false},{"name":"James M. Murphy","is_ca":false},{"name":"Ronald J. Stouffer","is_ca":false},{"name":"G. J. Boer","is_ca":true},{"name":"Gökhan Danabasoglu","is_ca":false},{"name":"Keith W. Dixon","is_ca":false},{"name":"M. A. Giorgetta","is_ca":false},{"name":"Arthur M. Greene","is_ca":false},{"name":"Ed Hawkins","is_ca":false},{"name":"Gabriele C. Hegerl","is_ca":false},{"name":"David J. Karoly","is_ca":false},{"name":"Noel Keenlyside","is_ca":false},{"name":"Masahide Kimoto","is_ca":false},{"name":"Ben P. Kirtman","is_ca":false},{"name":"Antonio Navarra","is_ca":false},{"name":"Roger S. Pulwarty","is_ca":false},{"name":"Doug Smith","is_ca":false},{"name":"Detlef Stammer","is_ca":false},{"name":"Tim Stockdale","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01487565114134142,"gpt":0.2201591894684767,"spread":0.2052835383271353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00232805,0.000834574,0.0004641929,0.001784273,0.0006404503,0.003008822,0.001169766,0.0006059458,0.03607092],"category_scores_gemma":[0.01073552,0.0002490539,0.0008229712,0.002928928,0.0003251679,0.003015362,0.001712837,0.001847298,0.01028362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155042,"about_ca_system_score_gemma":0.001827325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071751,"about_ca_topic_score_gemma":0.007550384,"domain_scores_codex":[0.9991664,0.0001422228,0.00006597928,0.0002631493,0.0002714485,0.00009081041],"domain_scores_gemma":[0.9963282,0.000747085,0.0004474307,0.0007348953,0.001555748,0.0001866526],"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":[0.0002860895,0.00009581466,0.04643468,0.0004447523,0.0001539009,0.0001372821,0.0005840349,0.04818223,0.0008447123,0.1241803,0.2471813,0.5314749],"study_design_scores_gemma":[0.00007035638,0.0001307021,0.04349717,0.0005040711,0.0001403328,0.000224751,0.0007860916,0.1277073,0.002512336,0.139001,0.6852678,0.0001581296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06619673,0.009965979,0.4508808,0.01531528,0.009151298,0.0004898884,0.07434861,0.01182286,0.3618286],"genre_scores_gemma":[0.663556,0.01115676,0.1184363,0.003396272,0.002522117,0.0007537546,0.0843574,0.003674344,0.1121471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03607092,"threshold_uncertainty_score":0.1206692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2413554747","doi":"10.1175/bams-d-14-00283.1","title":"So, How Much of the Earth’s Surface Is Covered by Rain Gauges?","year":2016,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":731,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Hydrometeorology; Rain gauge; Precipitation; Environmental science; Snow; Meteorology; Gravimeter; Climatology; Geology; Geography","authors":[{"name":"Chris Kidd","is_ca":false},{"name":"Andreas Becker","is_ca":false},{"name":"George J. Huffman","is_ca":false},{"name":"C. Muller","is_ca":false},{"name":"Paul Joe","is_ca":true},{"name":"Gail Skofronick‐Jackson","is_ca":false},{"name":"Dalia Kirschbaum","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01487556436915609,"gpt":0.204012039636775,"spread":0.1891364752676189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002405053,0.0003755497,0.0004696522,0.001230528,0.0004147217,0.003055422,0.0006581041,0.0008119626,0.009089494],"category_scores_gemma":[0.01044953,0.0001910733,0.0002740345,0.003283601,0.0008856175,0.004214075,0.0007775342,0.001054331,0.003667209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007587337,"about_ca_system_score_gemma":0.0007350182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01208528,"about_ca_topic_score_gemma":0.01490478,"domain_scores_codex":[0.9982837,0.0005858208,0.000173676,0.0003041843,0.0004180847,0.0002345451],"domain_scores_gemma":[0.994767,0.001219832,0.001072317,0.0003861983,0.002043722,0.000510936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002878712,0.00007254552,0.4257125,0.0009912351,0.0003323588,0.0002663049,0.0008864956,0.001977795,0.002575355,0.02140097,0.1843015,0.3611951],"study_design_scores_gemma":[0.00006656216,0.0000977507,0.5871314,0.001890603,0.000222013,0.0008489173,0.01097864,0.004683769,0.002280874,0.03093653,0.3607244,0.0001384807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4388474,0.08334052,0.05272389,0.2153005,0.008273276,0.0001655148,0.04670403,0.001266712,0.1533783],"genre_scores_gemma":[0.9438256,0.02105268,0.007745855,0.009848854,0.002768359,0.00008471247,0.006937445,0.000202422,0.007534031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01208528,"threshold_uncertainty_score":0.03040743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132889984","doi":"10.1175/bams-d-11-00154.1","title":"IMILAST: A Community Effort to Intercompare Extratropical Cyclone Detection and Tracking Algorithms","year":2012,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Climate variability and models","field":"Environmental Science","cited_by":686,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"Fundação para a Ciência e a Tecnologia; Swiss Re; Deutsche Forschungsgemeinschaft; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Extratropical cyclone; Cyclone (programming language); Environmental science; Meteorology; Climatology; Storm; Middle latitudes; Consistency (knowledge bases); Computer science; Geography; Geology","authors":[{"name":"Urs Neu","is_ca":false},{"name":"Mirseid Akperov","is_ca":false},{"name":"Nina Bellenbaum","is_ca":false},{"name":"Rasmus Benestad","is_ca":false},{"name":"Richard Blender","is_ca":false},{"name":"Rodrigo Caballero","is_ca":false},{"name":"A. Cocozza","is_ca":false},{"name":"Helen Dacre","is_ca":false},{"name":"Yang Feng","is_ca":true},{"name":"Klaus Fraedrich","is_ca":false},{"name":"Jens Grieger","is_ca":false},{"name":"Sergey Gulev","is_ca":false},{"name":"John Hanley","is_ca":false},{"name":"Tim Hewson","is_ca":false},{"name":"Masaru Inatsu","is_ca":false},{"name":"Kevin Keay","is_ca":false},{"name":"Sarah Kew","is_ca":false},{"name":"Ina T. Kindem","is_ca":false},{"name":"Gregor C. Leckebusch","is_ca":false},{"name":"Margarida L. R. Liberato","is_ca":false},{"name":"Piero Lionello","is_ca":false},{"name":"И. И. Мохов","is_ca":false},{"name":"Joaquim G. Pinto","is_ca":false},{"name":"Christoph C. Raible","is_ca":false},{"name":"Marco Reale","is_ca":false},{"name":"Irina Rudeva","is_ca":false},{"name":"Mareike Schuster","is_ca":false},{"name":"Ian Simmonds","is_ca":false},{"name":"Mark R. Sinclair","is_ca":false},{"name":"Michael Sprenger","is_ca":false},{"name":"Natalia Tilinina","is_ca":false},{"name":"Isabel F. Trigo","is_ca":false},{"name":"Sven Ulbrich","is_ca":false},{"name":"Uwe Ulbrich","is_ca":false},{"name":"Xiaolan L. Wang","is_ca":true},{"name":"Heini Wernli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02780669047918569,"gpt":0.2603885820232089,"spread":0.2325818915440232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02923577,0.002881951,0.001893859,0.01187228,0.00158145,0.002831712,0.005700015,0.002469759,0.003068996],"category_scores_gemma":[0.03404907,0.001103841,0.002681275,0.009515755,0.0008737501,0.003082345,0.006853664,0.001976348,0.001787255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001895931,"about_ca_system_score_gemma":0.002738477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0217504,"about_ca_topic_score_gemma":0.02052418,"domain_scores_codex":[0.985987,0.004521969,0.001382878,0.003650943,0.003475745,0.0009814663],"domain_scores_gemma":[0.965671,0.008257993,0.002671158,0.01258747,0.008912176,0.001900306],"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":[0.006674598,0.005994234,0.2341641,0.002438861,0.008882252,0.0005267779,0.002639118,0.1325015,0.03770319,0.004981848,0.1436416,0.4198519],"study_design_scores_gemma":[0.00420452,0.003545349,0.462604,0.0005488,0.001661616,0.0006320801,0.001568169,0.3854808,0.05184816,0.005446203,0.08179281,0.0006675269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6402875,0.001794335,0.1399805,0.0007454753,0.00123018,0.004717411,0.147298,0.04735482,0.01659159],"genre_scores_gemma":[0.3862894,0.0003208643,0.2612169,0.0004280474,0.0002368969,0.003730625,0.3369441,0.0079898,0.002843339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02923577,"threshold_uncertainty_score":0.1546153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1522265489","doi":"10.1175/bams-d-14-00174.1","title":"Multi-Radar Multi-Sensor (MRMS) Quantitative Precipitation Estimation: Initial Operating Capabilities","year":2015,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":657,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quantitative precipitation estimation; Radar; Suite; Precipitation; Meteorology; Environmental science; Satellite; Numerical weather prediction; Computer science; Weather radar; Remote sensing; Geology; Geography","authors":[{"name":"Jian Zhang","is_ca":false},{"name":"Kenneth W. Howard","is_ca":false},{"name":"Carrie Langston","is_ca":false},{"name":"Brian Kaney","is_ca":false},{"name":"Youcun Qi","is_ca":false},{"name":"Lin Tang","is_ca":false},{"name":"Heather M. Grams","is_ca":false},{"name":"Yadong Wang","is_ca":false},{"name":"Stephen B. Cocks","is_ca":false},{"name":"Steven M. Martinaitis","is_ca":false},{"name":"Ami Arthur","is_ca":false},{"name":"Karen Cooper","is_ca":false},{"name":"Jeff W. Brogden","is_ca":false},{"name":"David Kitzmiller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07750306661538607,"gpt":0.2985260489662824,"spread":0.2210229823508963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002739003,0.0007776335,0.0004386507,0.001247471,0.000172577,0.001028098,0.0006403112,0.0003823238,0.001992176],"category_scores_gemma":[0.00268524,0.0004125074,0.0002871808,0.0007732636,0.0003446364,0.00184467,0.0007423182,0.0005976916,0.001089359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003603452,"about_ca_system_score_gemma":0.0003464146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001744773,"about_ca_topic_score_gemma":0.0009507911,"domain_scores_codex":[0.9994418,0.0001100364,0.00003644393,0.0001211046,0.000248857,0.00004174876],"domain_scores_gemma":[0.9981905,0.000480095,0.00009288322,0.0003779784,0.0007823159,0.0000762521],"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":[0.001255606,0.0001855473,0.01783102,0.0006063881,0.0001737824,0.0001562243,0.0004694963,0.03216282,0.1433376,0.01154668,0.01123248,0.7810424],"study_design_scores_gemma":[0.0003118286,0.001065326,0.04888718,0.0002192718,0.0001624417,0.0007016979,0.0002543413,0.4465829,0.3497893,0.009018787,0.1427379,0.0002690443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1839182,0.00457148,0.7653632,0.0006920512,0.0001098411,0.0005285242,0.00391813,0.01857099,0.02232756],"genre_scores_gemma":[0.6931047,0.001186404,0.2984526,0.0001232712,0.0001177897,0.0001837817,0.002861098,0.0004824428,0.003487819],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002739003,"threshold_uncertainty_score":0.01448536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024414272","doi":"10.1175/bams-d-11-00263.1","title":"Use of NWP for Nowcasting Convective Precipitation: Recent Progress and Challenges","year":2013,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":585,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada; McGill University","funders":"National Center for Atmospheric Research; National Science Foundation","keywords":"Nowcasting; Numerical weather prediction; Meteorology; Extrapolation; Environmental science; Data assimilation; Radar; Climatology; Convective storm detection; Storm; Computer science; Geography; Geology; Mathematics; Telecommunications","authors":[{"name":"Juanzhen Sun","is_ca":false},{"name":"Ming Xue","is_ca":false},{"name":"James W. Wilson","is_ca":false},{"name":"Isztar Zawadzki","is_ca":true},{"name":"Sue Ballard","is_ca":false},{"name":"Jeanette Onvlee-Hooimeyer","is_ca":false},{"name":"Paul Joe","is_ca":true},{"name":"Dale Barker","is_ca":false},{"name":"Ping-Wah Li","is_ca":false},{"name":"Brian Golding","is_ca":false},{"name":"Mei Xu","is_ca":false},{"name":"James O. Pinto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07866047793073937,"gpt":0.2512894676983971,"spread":0.1726289897676577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01642974,0.001127852,0.001899084,0.001431521,0.0007197569,0.00377504,0.003327812,0.001506466,0.001911643],"category_scores_gemma":[0.01665898,0.000748698,0.0007322214,0.003845299,0.002024561,0.007620669,0.002939918,0.004557868,0.001363269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146007,"about_ca_system_score_gemma":0.003103097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0147537,"about_ca_topic_score_gemma":0.01044701,"domain_scores_codex":[0.996798,0.001077314,0.0003484067,0.0003778881,0.001280422,0.0001180982],"domain_scores_gemma":[0.987272,0.003772569,0.0008018765,0.001250865,0.006334147,0.0005686107],"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":[0.0001889257,0.0001263758,0.007561653,0.00331623,0.0001360493,0.0001352957,0.0004292011,0.02220078,0.005069687,0.02188419,0.01966297,0.9192888],"study_design_scores_gemma":[0.0001421796,0.000239213,0.01238769,0.00337732,0.0001900297,0.000285689,0.001205095,0.1451109,0.007877699,0.03671795,0.7922012,0.0002649585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05482828,0.4782563,0.3295709,0.07259507,0.01075208,0.000543819,0.002637506,0.002922958,0.0478931],"genre_scores_gemma":[0.152917,0.4538163,0.3754224,0.002291841,0.005394143,0.0003667746,0.003477846,0.001412731,0.004900858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01642974,"threshold_uncertainty_score":0.0868898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065950718","doi":"10.1175/bams-d-11-00223.1","title":"The North American Regional Climate Change Assessment Program: Overview of Phase I Results","year":2012,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Climate variability and models","field":"Environmental Science","cited_by":490,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ouranos","funders":"Lawrence Livermore National Laboratory; National Oceanic and Atmospheric Administration; U.S. Environmental Protection Agency; U.S. Department of Energy; Met Office; Office of Research and Development; National Science Foundation","keywords":"Climatology; Climate model; Environmental science; Weighting; Precipitation; Climate change; Scale (ratio); Mean squared error; Meteorology; Downscaling; Coupled model intercomparison project; Geography; Statistics; Mathematics; Cartography; Geology","authors":[{"name":"Linda O. Mearns","is_ca":false},{"name":"R. W. Arritt","is_ca":false},{"name":"S. Biner","is_ca":true},{"name":"Melissa Bukovsky","is_ca":false},{"name":"Seth McGinnis","is_ca":false},{"name":"Stephan R. Sain","is_ca":false},{"name":"D. Caya","is_ca":true},{"name":"James Correia","is_ca":false},{"name":"Dave Flory","is_ca":false},{"name":"William J. Gutowski","is_ca":false},{"name":"Eugene S. Takle","is_ca":false},{"name":"Richard Jones","is_ca":false},{"name":"L. Ruby Leung","is_ca":false},{"name":"Wilfran Moufouma‐Okia","is_ca":false},{"name":"Larry McDaniel","is_ca":false},{"name":"Ana M. B. Nunes","is_ca":false},{"name":"Yun Qian","is_ca":false},{"name":"John O. Roads","is_ca":false},{"name":"Lisa C. Sloan","is_ca":false},{"name":"Mark A. Snyder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07924708343433304,"gpt":0.3436001090272127,"spread":0.2643530255928797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04001943,0.002350823,0.001699955,0.00384025,0.001079221,0.003862584,0.00392179,0.0009922386,0.00489337],"category_scores_gemma":[0.02418266,0.0008729471,0.002231138,0.00886152,0.0004788258,0.002040723,0.002273219,0.001432124,0.001932876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005119725,"about_ca_system_score_gemma":0.01388399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05269379,"about_ca_topic_score_gemma":0.01711688,"domain_scores_codex":[0.9883205,0.006052311,0.0005438728,0.0008854064,0.003621988,0.0005760718],"domain_scores_gemma":[0.9828734,0.002318873,0.001319621,0.001370519,0.01132186,0.0007957193],"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":[0.002189165,0.003749461,0.07098713,0.006600197,0.002983114,0.0001791667,0.0005011884,0.131863,0.003686917,0.01737181,0.1672946,0.5925942],"study_design_scores_gemma":[0.003304861,0.005506646,0.1881002,0.01418864,0.005124869,0.0003195817,0.001915323,0.0864391,0.03406916,0.01595563,0.6445833,0.000492728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1474701,0.05406227,0.2016627,0.01486339,0.002742542,0.05566552,0.2929314,0.005837034,0.2247651],"genre_scores_gemma":[0.3183423,0.03814003,0.3453152,0.00348876,0.0006282656,0.04289389,0.2372956,0.003639575,0.01025647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9473062,"threshold_uncertainty_score":0.2116455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791956878","doi":"10.1175/bams-d-16-0236.1","title":"WUDAPT: An Urban Weather, Climate, and Environmental Modeling Infrastructure for the Anthropocene","year":2018,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":468,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Victoria","funders":"Argonne National Laboratory; International Institute for Applied Systems Analysis; Chinese University of Hong Kong; Ministry of Earth Sciences; Centre National de la Recherche Scientifique; Deutsche Forschungsgemeinschaft; Belgian Federal Science Policy Office; National Natural Science Foundation of China; Universität Hamburg; Strong; Division of Chemical, Bioengineering, Environmental, and Transport Systems; Agence Nationale de la Recherche; National Science Foundation","keywords":"Typology; Crowdsourcing; Urban morphology; Urban climate; Climate model; Dissemination; Environmental resource management; Climate change; Computer science; Geography; Data science; Environmental science; Urban planning; Civil engineering; World Wide Web","authors":[{"name":"J. Ching","is_ca":false},{"name":"Gerald Mills","is_ca":false},{"name":"Benjamin Bechtel","is_ca":false},{"name":"Linda See","is_ca":false},{"name":"Johannes J. Feddema","is_ca":true},{"name":"X. Wang","is_ca":false},{"name":"Chao Ren","is_ca":false},{"name":"Oscar Brousse","is_ca":false},{"name":"Alberto Martilli","is_ca":false},{"name":"Marina Neophytou","is_ca":false},{"name":"Petros Mouzourides","is_ca":false},{"name":"Iain D. Stewart","is_ca":true},{"name":"Adel Hanna","is_ca":false},{"name":"Edward Ng","is_ca":false},{"name":"M. Foley","is_ca":false},{"name":"Paul J. Alexander","is_ca":false},{"name":"Daniel G. Aliaga","is_ca":false},{"name":"Dev Niyogi","is_ca":false},{"name":"Anamika Shreevastava","is_ca":false},{"name":"P. Bhalachandran","is_ca":false},{"name":"Valéry Masson","is_ca":false},{"name":"Julia Hidalgo","is_ca":false},{"name":"Jimmy Chi Hung Fung","is_ca":false},{"name":"María de Fátima Andrade","is_ca":false},{"name":"Alexander Baklanov","is_ca":false},{"name":"Wei Dai","is_ca":false},{"name":"Grega Milčinski","is_ca":false},{"name":"Matthias Demuzere","is_ca":false},{"name":"N. A. Brunsell","is_ca":false},{"name":"Martino Pesaresi","is_ca":false},{"name":"Shiguang Miao","is_ca":false},{"name":"Q. Mu","is_ca":false},{"name":"Fei Chen","is_ca":false},{"name":"Natalie Theeuwes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009496250685487083,"gpt":0.2241951525528737,"spread":0.2146989018673866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001420413,0.0006736388,0.0004751821,0.001761305,0.0006651107,0.002325798,0.002468455,0.000550344,0.02502017],"category_scores_gemma":[0.003606866,0.0004527887,0.0006190101,0.003352972,0.0003908266,0.003815835,0.005023874,0.0009763913,0.008764051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008911305,"about_ca_system_score_gemma":0.001792832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009925832,"about_ca_topic_score_gemma":0.009392181,"domain_scores_codex":[0.9993761,0.0001521978,0.00005819854,0.0001427616,0.0002129703,0.00005769867],"domain_scores_gemma":[0.9986408,0.000209226,0.00009905875,0.0005744002,0.0001765439,0.0002999546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009064826,0.0003800825,0.01635429,0.0008548986,0.0002109677,0.0007856322,0.001901352,0.02774474,0.01157774,0.04392201,0.5570766,0.3382852],"study_design_scores_gemma":[0.0001626422,0.00007557451,0.01324181,0.0001524744,0.0000518228,0.0002855146,0.000523607,0.1007964,0.005298981,0.02337781,0.8559257,0.0001076278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04005305,0.0007667158,0.4400814,0.002049998,0.0004300457,0.001154529,0.2030035,0.2440705,0.0683903],"genre_scores_gemma":[0.2283544,0.001057938,0.4058561,0.0005374969,0.0001487818,0.002729325,0.3141254,0.01922476,0.02796569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02502017,"threshold_uncertainty_score":0.08370084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018920486","doi":"10.1175/2011bams3132.1","title":"Customized Spatial Climate Models for North America","year":2011,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":434,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada; Natural Resources Canada; Canadian Forest Service","funders":"U.S. Geological Survey","keywords":"Variety (cybernetics); Strengths and weaknesses; Range (aeronautics); Environmental resource management; Climate change; Service (business); Climate model; Spatial ecology; Geography; Meteorology; Environmental science; Computer science; Ecology; Business; Engineering","authors":[{"name":"Daniel W. McKenney","is_ca":true},{"name":"Michael F. Hutchinson","is_ca":false},{"name":"Pia Papadopol","is_ca":true},{"name":"Kevin Lawrence","is_ca":true},{"name":"John Pedlar","is_ca":true},{"name":"K Campbell","is_ca":true},{"name":"Ewa J. Milewska","is_ca":true},{"name":"Ron F. Hopkinson","is_ca":false},{"name":"David T. Price","is_ca":true},{"name":"Tim Owen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01555140936478955,"gpt":0.1986186490273991,"spread":0.1830672396626096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005713928,0.0005237972,0.0004062645,0.0006570895,0.0004688996,0.0007641209,0.001395213,0.0004362092,0.007809087],"category_scores_gemma":[0.001509763,0.0004031968,0.001081857,0.002157258,0.000221387,0.000689308,0.0007720639,0.0006984327,0.001224936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002244755,"about_ca_system_score_gemma":0.002677012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2674774,"about_ca_topic_score_gemma":0.4003658,"domain_scores_codex":[0.9997931,0.0000647073,0.00001550882,0.00004714299,0.00005586902,0.00002363158],"domain_scores_gemma":[0.999575,0.00009198754,0.00003604098,0.00007672972,0.00019202,0.00002833636],"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":[0.00003186925,0.00002703859,0.00365068,0.00004389387,0.00009438935,0.00004370482,0.00008275388,0.9266459,0.0003999366,0.0209409,0.02596218,0.02207681],"study_design_scores_gemma":[0.00004503599,0.000007006029,0.003408603,0.00001563074,0.00002584895,0.00003410104,0.00003321079,0.9301788,0.0002142049,0.01440558,0.05160775,0.00002427317],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09344472,0.001487568,0.7368559,0.001420797,0.0005660776,0.0004465747,0.08923571,0.01258028,0.06396241],"genre_scores_gemma":[0.4453011,0.002386206,0.4322525,0.0003158173,0.0001719553,0.001559097,0.08066852,0.002108259,0.03523662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2674774,"threshold_uncertainty_score":0.531841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969580756","doi":"10.1175/bams-d-18-0013.1","title":"New Era of Air Quality Monitoring from Space: Geostationary Environment Monitoring Spectrometer (GEMS)","year":2019,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":433,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"California Institute of Technology; Japan Aerospace Exploration Agency; Smithsonian Astrophysical Observatory; Core Research for Evolutional Science and Technology; Jet Propulsion Laboratory; National Institute of Environmental Research; Ministry of Education, India; Environmental Restoration and Conservation Agency; National Aeronautics and Space Administration; Ministry of Environment; Japan Society for the Promotion of Science; Ministry of Earth Sciences","keywords":"Geostationary orbit; Environmental science; Remote sensing; Satellite; Meteorology; Air quality index; Geostationary Operational Environmental Satellite; Trace gas; Spectrometer; Multispectral image; Troposphere; Geology; Aerospace engineering; Geography; Physics","authors":[{"name":"Jhoon Kim","is_ca":false},{"name":"Ukkyo Jeong","is_ca":false},{"name":"Myoung‐Hwan Ahn","is_ca":false},{"name":"Jae-Hwan Kim","is_ca":false},{"name":"Rokjin J. Park","is_ca":false},{"name":"Hanlim Lee","is_ca":false},{"name":"Chul Han Song","is_ca":false},{"name":"Yong‐Sang Choi","is_ca":false},{"name":"Kwon‐Ho Lee","is_ca":false},{"name":"Jung‐Moon Yoo","is_ca":false},{"name":"Myeong‐Jae Jeong","is_ca":false},{"name":"Seon Ki Park","is_ca":false},{"name":"Kwang-Mog Lee","is_ca":false},{"name":"Chang‐Keun Song","is_ca":false},{"name":"Sang‐Woo Kim","is_ca":false},{"name":"Young‐Joon Kim","is_ca":false},{"name":"Si‐Wan Kim","is_ca":false},{"name":"Mijin Kim","is_ca":false},{"name":"Sujung Go","is_ca":false},{"name":"Xiong Liu","is_ca":false},{"name":"K. Chance","is_ca":false},{"name":"Christopher Chan Miller","is_ca":false},{"name":"J. Al-Saadi","is_ca":false},{"name":"Ben Veihelmann","is_ca":false},{"name":"P. K. Bhartia","is_ca":false},{"name":"Omar Torres","is_ca":false},{"name":"Gonzalo González Abad","is_ca":false},{"name":"D. P. Haffner","is_ca":false},{"name":"Dai Ho Ko","is_ca":false},{"name":"Seung‐Hoon Lee","is_ca":false},{"name":"Jung‐Hun Woo","is_ca":false},{"name":"Heesung Chong","is_ca":false},{"name":"Sang Seo Park","is_ca":false},{"name":"D. K. Nicks","is_ca":false},{"name":"Won Jun Choi","is_ca":false},{"name":"Kyung‐Jung Moon","is_ca":false},{"name":"Ara Cho","is_ca":false},{"name":"Jongmin Yoon","is_ca":false},{"name":"Sang-kyun Kim","is_ca":false},{"name":"Hyunkee Hong","is_ca":false},{"name":"Kyunghwa Lee","is_ca":false},{"name":"Hana Lee","is_ca":false},{"name":"Seoyoung Lee","is_ca":false},{"name":"Myungje Choi","is_ca":false},{"name":"Pepijn Veefkind","is_ca":false},{"name":"P. F. Levelt","is_ca":false},{"name":"D. P. Edwards","is_ca":false},{"name":"Mina Kang","is_ca":false},{"name":"Mijin Eo","is_ca":false},{"name":"Juseon Bak","is_ca":false},{"name":"Kanghyun Baek","is_ca":false},{"name":"Hyeong‐Ahn Kwon","is_ca":false},{"name":"Jiwon Yang","is_ca":true},{"name":"Junsung Park","is_ca":false},{"name":"Kyung Man Han","is_ca":false},{"name":"Bo-Ram Kim","is_ca":false},{"name":"Hee-Woo Shin","is_ca":false},{"name":"Haklim Choi","is_ca":false},{"name":"Ebony Lee","is_ca":false},{"name":"Jihyo Chong","is_ca":false},{"name":"Yesol Cha","is_ca":false},{"name":"Ja‐Ho Koo","is_ca":false},{"name":"Hitoshi Irie","is_ca":false},{"name":"Sachiko Hayashida","is_ca":false},{"name":"Y. Kasai","is_ca":false},{"name":"Yugo Kanaya","is_ca":false},{"name":"Cheng Liu","is_ca":false},{"name":"Jintai Lin","is_ca":false},{"name":"J. H. Crawford","is_ca":false},{"name":"Gregory R. Carmichael","is_ca":false},{"name":"Michael J. Newchurch","is_ca":false},{"name":"B. L. Lefer","is_ca":false},{"name":"J. R. Herman","is_ca":false},{"name":"Robert Swap","is_ca":false},{"name":"Alexis K.H. Lau","is_ca":false},{"name":"Thomas P. Kurosu","is_ca":false},{"name":"Glen Jaross","is_ca":false},{"name":"Berit Ahlers","is_ca":false},{"name":"Marcel Dobber","is_ca":true},{"name":"C. T. McElroy","is_ca":true},{"name":"Yunsoo Choi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01294077508069424,"gpt":0.228158550135425,"spread":0.2152177750547307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002118294,0.0004117827,0.0003045938,0.000687361,0.0002157784,0.000854388,0.0004816488,0.0007978262,0.002048627],"category_scores_gemma":[0.0006660149,0.0001654846,0.0002076096,0.001149955,0.0004859403,0.001722319,0.001176465,0.001440803,0.0004930327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004067838,"about_ca_system_score_gemma":0.0005255991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183411,"about_ca_topic_score_gemma":0.001757054,"domain_scores_codex":[0.9994429,0.0001245634,0.0000173282,0.0001079487,0.0002698436,0.0000374855],"domain_scores_gemma":[0.9993579,0.00008575663,0.00008251965,0.00007786607,0.000287447,0.0001084793],"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":[0.0006446666,0.0003581254,0.0401084,0.0008904599,0.000286977,0.000201592,0.0002039161,0.004821641,0.1754548,0.0244957,0.1414486,0.6110851],"study_design_scores_gemma":[0.0003595494,0.0009710407,0.09787628,0.0003947552,0.0001860571,0.0005017957,0.0003069476,0.06947573,0.06135027,0.02236852,0.746023,0.0001860615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4220546,0.1033099,0.3186812,0.04694469,0.006808426,0.0004850023,0.01923796,0.01372396,0.06875429],"genre_scores_gemma":[0.5596932,0.01480386,0.3824513,0.008715115,0.002749508,0.0001518578,0.01642119,0.000420426,0.01459352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002118294,"threshold_uncertainty_score":0.01120269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092401617","doi":"10.1175/bams-85-2-253","title":"An Overview of the International H2O Project (IHOP_2002) and Some Preliminary Highlights","year":2004,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":409,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Science Foundation","keywords":"Radiosonde; Meteorology; Environmental science; Water vapor; Nowcasting; Radar; Lidar; Computer science; Remote sensing; Geography; Telecommunications","authors":[{"name":"Tammy M. Weckwerth","is_ca":false},{"name":"David B. Parsons","is_ca":false},{"name":"Steven E. Koch","is_ca":false},{"name":"James A. Moore","is_ca":false},{"name":"Margaret A. LeMone","is_ca":false},{"name":"Belay Demoz","is_ca":false},{"name":"Cyrille Flamant","is_ca":false},{"name":"Bart Geerts","is_ca":false},{"name":"Junhong Wang","is_ca":false},{"name":"Wayne F. Feltz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0391906060573509,"gpt":0.2689028204235612,"spread":0.2297122143662103,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003344874,0.00172833,0.0005062507,0.00400134,0.001338884,0.006195705,0.001780704,0.002220894,0.024021],"category_scores_gemma":[0.001921262,0.0007777831,0.0006880708,0.006158435,0.0006911795,0.005978267,0.002956138,0.002634487,0.01926987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161371,"about_ca_system_score_gemma":0.002993133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007085994,"about_ca_topic_score_gemma":0.005560957,"domain_scores_codex":[0.9986731,0.0001857019,0.0001012938,0.0002644806,0.0005542185,0.0002212589],"domain_scores_gemma":[0.9985967,0.000106353,0.0001180977,0.0001359163,0.0005393915,0.0005035105],"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":[0.0001906128,0.0003331372,0.003959052,0.001804106,0.00002838155,0.0002523781,0.0002214266,0.001332101,0.002265801,0.02180829,0.3651394,0.6026653],"study_design_scores_gemma":[0.000008826249,0.00009150749,0.003191755,0.0004551339,0.000005928247,0.0001371697,0.0001042357,0.0002878789,0.0004060857,0.002529575,0.9927573,0.00002453921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01194234,0.2736683,0.07495825,0.03124963,0.02651542,0.003651267,0.01875919,0.005614326,0.5536412],"genre_scores_gemma":[0.05370755,0.3536689,0.1264301,0.01189431,0.0227603,0.003997262,0.08475591,0.004415635,0.3383701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.024021,"threshold_uncertainty_score":0.08035827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2599963308","doi":"10.1175/bams-d-16-0030.1","title":"Climate Process Team on Internal Wave–Driven Ocean Mixing","year":2017,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":359,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Mixing (physics); Internal wave; Process (computing); Environmental science; Meteorology; Climatology; Oceanography; Geology; Computer science; Geography; Physics","authors":[{"name":"Jennifer MacKinnon","is_ca":false},{"name":"Zhongxiang Zhao","is_ca":false},{"name":"Caitlin B. Whalen","is_ca":false},{"name":"Amy F. Waterhouse","is_ca":false},{"name":"David S. Trossman","is_ca":false},{"name":"Oliver Sun","is_ca":false},{"name":"Louis C. St. Laurent","is_ca":false},{"name":"Harper L. Simmons","is_ca":false},{"name":"Kurt L. Polzin","is_ca":false},{"name":"Robert Pinkel","is_ca":false},{"name":"Andrew I. Pickering","is_ca":false},{"name":"Nancy J. Norton","is_ca":false},{"name":"Jonathan D. Nash","is_ca":false},{"name":"Ruth Musgrave","is_ca":false},{"name":"Lynne M. Merchant","is_ca":false},{"name":"Angélique Melet","is_ca":false},{"name":"Benjamin D. Mater","is_ca":false},{"name":"Sonya Legg","is_ca":false},{"name":"William G. Large","is_ca":false},{"name":"Eric Kunze","is_ca":false},{"name":"Jody Klymak","is_ca":true},{"name":"Markus Jochum","is_ca":false},{"name":"Steven R. Jayne","is_ca":false},{"name":"Robert Hallberg","is_ca":false},{"name":"Stephen M. Griffies","is_ca":false},{"name":"Gökhan Danabasoglu","is_ca":false},{"name":"Eric P. Chassignet","is_ca":false},{"name":"Maarten C. Buijsman","is_ca":false},{"name":"Frank O. Bryan","is_ca":false},{"name":"Bruce P. Briegleb","is_ca":false},{"name":"Andrew Barna","is_ca":false},{"name":"Brian K. Arbic","is_ca":false},{"name":"Joseph K. Ansong","is_ca":false},{"name":"Matthew H. Alford","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01437526738481126,"gpt":0.2345462533818235,"spread":0.2201709859970122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005706127,0.0006518874,0.0005271007,0.001055128,0.001070128,0.002016789,0.001346228,0.001246319,0.005855537],"category_scores_gemma":[0.005982609,0.0002406966,0.0006226624,0.001515144,0.0007313434,0.002173449,0.003577563,0.002248036,0.001774932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114756,"about_ca_system_score_gemma":0.003067586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008113979,"about_ca_topic_score_gemma":0.004832567,"domain_scores_codex":[0.998948,0.0002538814,0.00003856668,0.0001762282,0.0004684027,0.0001149013],"domain_scores_gemma":[0.9956541,0.001036338,0.0002043039,0.000745496,0.001803174,0.0005566652],"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":[0.0004759927,0.0005518643,0.02451917,0.0004119542,0.0001859508,0.0005685033,0.0006255052,0.1132855,0.006967843,0.2233652,0.2311116,0.3979309],"study_design_scores_gemma":[0.0002707781,0.0003212428,0.01253359,0.0002542348,0.0001494763,0.0001222622,0.0002632671,0.1739739,0.01305168,0.1149288,0.6840197,0.0001109822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1157583,0.01158191,0.3215224,0.1008793,0.01478284,0.0009426138,0.01115326,0.004900674,0.4184787],"genre_scores_gemma":[0.6881903,0.02392295,0.1604933,0.007609271,0.005840549,0.0008507919,0.01247883,0.002717871,0.09789614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008113979,"threshold_uncertainty_score":0.0301773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068871446","doi":"10.1175/2010bams3141.1","title":"Small Ice Particles in Tropospheric Clouds: Fact or Artifact? Airborne Icing Instrumentation Evaluation Experiment","year":2010,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":344,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; Environment and Climate Change Canada","funders":"Glenn Research Center; National Oceanic and Atmospheric Administration; Transport Canada; Federal Aviation Administration; National Aeronautics and Space Administration","keywords":"Icing; Instrumentation (computer programming); Environmental science; Artifact (error); Meteorology; Troposphere; Remote sensing; Geology; Geography; Computer science","authors":[{"name":"Alexei Korolev","is_ca":true},{"name":"Edward Emery","is_ca":false},{"name":"J. W. Strapp","is_ca":true},{"name":"Stewart G. Cober","is_ca":true},{"name":"George A. Isaac","is_ca":true},{"name":"M. A. Wasey","is_ca":true},{"name":"D. Marcotte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02672135863326752,"gpt":0.259069995408827,"spread":0.2323486367755595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005410634,0.000184845,0.0001698836,0.0002527319,0.0005452594,0.0004064896,0.0002625213,0.0003338802,0.001322126],"category_scores_gemma":[0.001205983,0.0001057391,0.0001374488,0.0003039959,0.0002947828,0.0003959166,0.0002471702,0.0003789947,0.0001375827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004867968,"about_ca_system_score_gemma":0.0005132161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02256018,"about_ca_topic_score_gemma":0.02503124,"domain_scores_codex":[0.9997415,0.00004370121,0.00001567138,0.0000465647,0.0001163472,0.00003624651],"domain_scores_gemma":[0.9989076,0.0004428412,0.0001316388,0.0001746594,0.0002185071,0.0001248163],"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":[0.03055091,0.007606959,0.4271988,0.0002142998,0.0004589215,0.001038106,0.001008233,0.01395786,0.3972713,0.0008977235,0.008555165,0.1112417],"study_design_scores_gemma":[0.001052926,0.008170367,0.6699197,0.00001852271,0.000292699,0.0002483339,0.0006533592,0.0202492,0.2923127,0.0002749002,0.006747001,0.0000603673],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971613,0.00002626221,0.0004758439,0.00005232212,0.00001052452,0.00006724467,0.0007309248,0.00003011135,0.001445523],"genre_scores_gemma":[0.9976392,0.00003458483,0.0008282861,0.00003361079,0.000009052469,0.0000249182,0.000763898,0.000008945742,0.0006575971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02256018,"threshold_uncertainty_score":0.04485774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114236831","doi":"10.1175/bams-d-13-00212.1","title":"Challenges in Quantifying Changes in the Global Water Cycle","year":2014,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Climate variability and models","field":"Environmental Science","cited_by":326,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"Lawrence Livermore National Laboratory; Sight Research UK; Department for Environment, Food and Rural Affairs, UK Government; National Aeronautics and Space Administration; Natural Environment Research Council; Met Office; U.S. Department of Energy; National Science Foundation","keywords":"Environmental science; Climatology; Water cycle; Precipitation; Climate change; Earth system science; Satellite; Meteorology; Geography; Oceanography; Ecology","authors":[{"name":"Gabriele C. Hegerl","is_ca":false},{"name":"Emily Black","is_ca":false},{"name":"Richard P. Allan","is_ca":false},{"name":"William Ingram","is_ca":false},{"name":"Debbie Polson","is_ca":false},{"name":"Kevin E. Trenberth","is_ca":false},{"name":"Robin Chadwick","is_ca":false},{"name":"Phillip A. Arkin","is_ca":false},{"name":"Beena Balan Sarojini","is_ca":false},{"name":"Andreas Becker","is_ca":false},{"name":"Aiguo Dai","is_ca":false},{"name":"Paul J. Durack","is_ca":false},{"name":"David R. Easterling","is_ca":false},{"name":"Hayley J. Fowler","is_ca":false},{"name":"Elizabeth Kendon","is_ca":false},{"name":"George J. Huffman","is_ca":false},{"name":"Chunlei Liu","is_ca":false},{"name":"Robert Marsh","is_ca":false},{"name":"Mark New","is_ca":false},{"name":"Timothy J. Osborn","is_ca":false},{"name":"Nikolaos Skliris","is_ca":false},{"name":"Peter A. Stott","is_ca":false},{"name":"Pier Luigi Vidale","is_ca":false},{"name":"Susan Wijffels","is_ca":false},{"name":"Laura J. Wilcox","is_ca":false},{"name":"Kate M. Willett","is_ca":false},{"name":"Xuebin Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05638997758875207,"gpt":0.2748107210074374,"spread":0.2184207434186853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01683373,0.00111529,0.001163434,0.002634489,0.0008959818,0.007057367,0.001696856,0.002202149,0.001343635],"category_scores_gemma":[0.04696177,0.000579562,0.0009321216,0.005289622,0.00250974,0.01115724,0.004315628,0.003047573,0.0003892755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003627703,"about_ca_system_score_gemma":0.003814291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05099033,"about_ca_topic_score_gemma":0.02052086,"domain_scores_codex":[0.9946617,0.00274945,0.0004632062,0.001057554,0.0009027097,0.0001653343],"domain_scores_gemma":[0.9850999,0.009374029,0.001621835,0.001417055,0.002162891,0.0003242715],"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":[0.00009448479,0.00009313552,0.05255536,0.001474547,0.0009199522,0.0001467714,0.0007232531,0.3643873,0.001592539,0.1755843,0.02231222,0.3801162],"study_design_scores_gemma":[0.00002574121,0.00007279323,0.02034578,0.001094225,0.0001212154,0.00009121204,0.002265819,0.2591008,0.0007901597,0.655197,0.06076847,0.0001268001],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.2095618,0.06990753,0.4580801,0.1796809,0.003740684,0.0004729071,0.01671761,0.001334097,0.06050437],"genre_scores_gemma":[0.8801079,0.02174129,0.08914373,0.003362289,0.00135823,0.0002402494,0.002613758,0.0001858847,0.001246638],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05099033,"threshold_uncertainty_score":0.1013871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2232638361","doi":"10.1175/bams-d-14-00246.1","title":"Advancing Polar Prediction Capabilities on Daily to Seasonal Time Scales","year":2016,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":324,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada; University of Ottawa","funders":"","keywords":"Polar; Climate change; Environmental science; Climatology; Latitude; Meteorology; Sea ice; Atmosphere (unit); Computer science; Geography; Geology; Oceanography","authors":[{"name":"Thomas Jung","is_ca":false},{"name":"Neil D. Gordon","is_ca":false},{"name":"Péter Bauer","is_ca":false},{"name":"David H. Bromwich","is_ca":false},{"name":"Matthieu Chevallier","is_ca":false},{"name":"Jonathan J. Day","is_ca":false},{"name":"Jackie Dawson","is_ca":true},{"name":"Francisco J. Doblas‐Reyes","is_ca":false},{"name":"C. W. Fairall","is_ca":false},{"name":"Helge Goessling","is_ca":false},{"name":"Marika M. Holland","is_ca":false},{"name":"Jun Inoue","is_ca":false},{"name":"Trond Iversen","is_ca":false},{"name":"Stefanie Klebe","is_ca":false},{"name":"Martin Lösch","is_ca":false},{"name":"Alexander Makshtas","is_ca":false},{"name":"Brian Mills","is_ca":true},{"name":"Pertti Nurmi","is_ca":false},{"name":"Donald K. Perovich","is_ca":false},{"name":"Philip C. Reid","is_ca":false},{"name":"Ian A. Renfrew","is_ca":false},{"name":"G. C. Moore Smith","is_ca":true},{"name":"Gunilla Svensson","is_ca":false},{"name":"M. A. Tolstykh","is_ca":false},{"name":"Qinghua Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004897691518207668,"gpt":0.1915526565648619,"spread":0.1866549650466542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001666824,0.0006718391,0.0004451138,0.0008640926,0.0006361815,0.002689731,0.001117302,0.0004837592,0.005665079],"category_scores_gemma":[0.00436213,0.0003338824,0.0005702999,0.0009178499,0.0003752454,0.002554288,0.002551688,0.001735449,0.002283758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004056882,"about_ca_system_score_gemma":0.001323974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02392745,"about_ca_topic_score_gemma":0.0158166,"domain_scores_codex":[0.9996014,0.00008416779,0.00003030211,0.0001105892,0.0001166881,0.00005696778],"domain_scores_gemma":[0.9980531,0.0005722714,0.0001582323,0.0004632009,0.0005566655,0.0001965726],"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":[0.001011769,0.0002667815,0.07886682,0.0003391664,0.0002557657,0.0005449807,0.0009721569,0.5290002,0.01797424,0.01836779,0.06767663,0.2847238],"study_design_scores_gemma":[0.00003840378,0.00003505452,0.00496539,0.0000551976,0.00002892982,0.00003978382,0.0002826539,0.9618595,0.003480479,0.0091225,0.02005195,0.00004005445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2975082,0.002152133,0.5611989,0.007704087,0.002558947,0.000244914,0.01167221,0.0542885,0.06267215],"genre_scores_gemma":[0.8645261,0.001208052,0.1169653,0.0005410542,0.0005766517,0.0001091609,0.009696536,0.001957544,0.004419626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02392745,"threshold_uncertainty_score":0.04757637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990678305","doi":"10.1175/bams-d-13-00177.1","title":"Toward Quantifying the Increasing Role of Oceanic Heat in Sea Ice Loss in the New Arctic","year":2015,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":323,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; Tula Foundation; Fisheries and Oceans Canada","funders":"International Arctic Research Center, University of Alaska, Fairbanks","keywords":"Sea ice; Cryosphere; Environmental science; Arctic; Climatology; Arctic ice pack; Arctic sea ice decline; Arctic geoengineering; Climate model; Climate change; Oceanography; Sea ice thickness; Geology","authors":[{"name":"E. Carmack","is_ca":true},{"name":"Igor V. Polyakov","is_ca":false},{"name":"Laurie Padman","is_ca":false},{"name":"Ilker Fer","is_ca":false},{"name":"Elizabeth Hunke","is_ca":false},{"name":"Jennifer Hutchings","is_ca":false},{"name":"Jennifer M. Jackson","is_ca":true},{"name":"Dan Kelley","is_ca":true},{"name":"R. Kwok","is_ca":false},{"name":"Charles Layton","is_ca":true},{"name":"Humfrey Melling","is_ca":true},{"name":"Donald K. Perovich","is_ca":false},{"name":"O. P. G. Persson","is_ca":false},{"name":"Barry Ruddick","is_ca":true},{"name":"Mary‐Louise Timmermans","is_ca":false},{"name":"John M. Toole","is_ca":false},{"name":"Tetjana Ross","is_ca":true},{"name":"S. J. Vavrus","is_ca":false},{"name":"Peter Winsor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03118266156318051,"gpt":0.2417222155530382,"spread":0.2105395539898577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002125211,0.0004717995,0.0003702094,0.001692484,0.0003582569,0.001750864,0.0004241685,0.0004277056,0.0004111318],"category_scores_gemma":[0.002959028,0.0002117006,0.0005012861,0.001459749,0.0005924634,0.001442622,0.001085925,0.0005133672,0.00007955109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127458,"about_ca_system_score_gemma":0.0007998176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06154998,"about_ca_topic_score_gemma":0.05155062,"domain_scores_codex":[0.9996083,0.0001705672,0.00002761975,0.00006876729,0.00008389102,0.00004077117],"domain_scores_gemma":[0.9987755,0.0004734709,0.0002840854,0.0001135935,0.0002507442,0.0001025516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001935032,0.0001112122,0.8571811,0.00009796896,0.0002296772,0.0000816771,0.0002547625,0.1121636,0.007237363,0.002638356,0.0003975019,0.01941338],"study_design_scores_gemma":[0.00001656306,0.0000674009,0.654362,0.00008398808,0.0001030475,0.00004125564,0.0007587514,0.3363237,0.003358777,0.002931966,0.001906613,0.00004581423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740154,0.0008090166,0.01908252,0.000368739,0.00004191009,0.00006439634,0.001252246,0.00006970797,0.004296149],"genre_scores_gemma":[0.9936035,0.0002822065,0.005473542,0.00003931428,0.00002267521,0.00002354175,0.0003181797,0.00001164608,0.0002253758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06154998,"threshold_uncertainty_score":0.1223835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155368551","doi":"10.1175/bams-86-10-1453","title":"THE NEW WIND CHILL EQUIVALENT TEMPERATURE CHART","year":2005,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":318,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Equivalent temperature; Chart; Meteorology; Wind speed; Cylinder; Environmental science; Mechanics; Flow (mathematics); Mathematics; Physics; Statistics; Geometry","authors":[{"name":"Randall J. Osczevski","is_ca":false},{"name":"Maurice Bluestein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005276962483116914,"gpt":0.1940254799916396,"spread":0.1887485175085227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006576185,0.0004368723,0.0003182149,0.000912013,0.0003662537,0.002031876,0.0006334226,0.0004091228,0.008071668],"category_scores_gemma":[0.003056246,0.0001135291,0.0002174687,0.001304153,0.0004721443,0.001851724,0.0006816552,0.001099614,0.002026893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009724077,"about_ca_system_score_gemma":0.0010472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004692736,"about_ca_topic_score_gemma":0.003793749,"domain_scores_codex":[0.9990809,0.0001158379,0.00005165191,0.0001243514,0.000562418,0.00006480578],"domain_scores_gemma":[0.9989702,0.0001067383,0.000092021,0.0001167302,0.0006448076,0.00006948176],"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":[0.0004566494,0.00007028786,0.005439838,0.0002988202,0.00002422201,0.0003571318,0.0003414802,0.07484701,0.01096577,0.2524848,0.1579792,0.4967349],"study_design_scores_gemma":[0.00008539224,0.0001886919,0.007963913,0.0001402314,0.00003232154,0.0006174272,0.0001745426,0.16817,0.01009624,0.05366123,0.7586895,0.0001804858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03533023,0.003381869,0.6709737,0.001881861,0.004646803,0.0004940827,0.008627027,0.00689217,0.2677723],"genre_scores_gemma":[0.6002487,0.00369002,0.3088225,0.000626949,0.001419407,0.0006798384,0.007425499,0.001057956,0.07602917],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008071668,"threshold_uncertainty_score":0.02700239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003261352","doi":"10.1175/bams-d-19-0037.1","title":"Current and Emerging Developments in Subseasonal to Decadal Prediction","year":2020,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Climate variability and models","field":"Environmental Science","cited_by":309,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; Environment and Climate Change Canada","funders":"Natural Environment Research Council; Sight Research UK; National Oceanic and Atmospheric Administration; Agence Nationale de la Recherche; National Science Foundation","keywords":"Predictability; Climatology; Forecast skill; Environmental science; Extratropical cyclone; Storm track; Meteorology; Initialization; Sea surface temperature; Storm; Geography; Computer science; Geology","authors":[{"name":"William J. Merryfield","is_ca":true},{"name":"Johanna Baehr","is_ca":false},{"name":"Lauriane Batté","is_ca":false},{"name":"Emily Becker","is_ca":false},{"name":"Amy H. Butler","is_ca":false},{"name":"Caio A. S. Coelho","is_ca":false},{"name":"Gökhan Danabasoglu","is_ca":false},{"name":"Paul A. Dirmeyer","is_ca":false},{"name":"Francisco J. Doblas‐Reyes","is_ca":false},{"name":"Daniela I. V. Domeisen","is_ca":false},{"name":"Laura Ferranti","is_ca":false},{"name":"Tatiana Ilynia","is_ca":false},{"name":"Arun Kumar","is_ca":false},{"name":"Wolfgang A. Müller","is_ca":false},{"name":"M. Rixen","is_ca":false},{"name":"Andrew W. Robertson","is_ca":false},{"name":"Doug Smith","is_ca":false},{"name":"Yuhei Takaya","is_ca":false},{"name":"Matthias Tuma","is_ca":false},{"name":"Frédéric Vitart","is_ca":false},{"name":"Christopher J. White","is_ca":false},{"name":"Mariano S. Alvarez","is_ca":false},{"name":"Constantin Ardilouze","is_ca":false},{"name":"Hannah E. Attard","is_ca":false},{"name":"Cory Baggett","is_ca":false},{"name":"Magdalena Balmaseda","is_ca":false},{"name":"Asmerom F. Beraki","is_ca":false},{"name":"Partha S. Bhattacharjee","is_ca":false},{"name":"Roberto Bilbao","is_ca":false},{"name":"Felipe M. de Andrade","is_ca":false},{"name":"Michael J. DeFlorio","is_ca":false},{"name":"Leandro B. Díaz","is_ca":false},{"name":"Muhammad Azhar Ehsan","is_ca":false},{"name":"Georgios Fragkoulidis","is_ca":false},{"name":"Alex O. Gonzalez","is_ca":false},{"name":"Sam Grainger","is_ca":false},{"name":"Benjamin W. Green","is_ca":false},{"name":"Momme Hell","is_ca":false},{"name":"Johnna M. Infanti","is_ca":false},{"name":"Katharina Isensee","is_ca":false},{"name":"Takahito Kataoka","is_ca":false},{"name":"Ben P. Kirtman","is_ca":false},{"name":"Nicholas P. Klingaman","is_ca":false},{"name":"June‐Yi Lee","is_ca":false},{"name":"Kirsten J. Mayer","is_ca":false},{"name":"Roseanna C. McKay","is_ca":false},{"name":"Jennifer Mecking","is_ca":false},{"name":"Douglas E. Miller","is_ca":false},{"name":"Nele Neddermann","is_ca":false},{"name":"Ching Ho Justin Ng","is_ca":false},{"name":"Albert Ossó","is_ca":false},{"name":"Klaus Pankatz","is_ca":false},{"name":"Simon Peatman","is_ca":false},{"name":"Kathy Pegion","is_ca":false},{"name":"Judith Perlwitz","is_ca":false},{"name":"G. Cristina Recalde-Coronel","is_ca":false},{"name":"Annika Reintges","is_ca":false},{"name":"Christoph Renkl","is_ca":true},{"name":"Balakrishnan Solaraju-Murali","is_ca":false},{"name":"Aaron Spring","is_ca":false},{"name":"Cristiana Stan","is_ca":false},{"name":"Y. Qiang Sun","is_ca":false},{"name":"Carly R. Tozer","is_ca":false},{"name":"Nicolas Vigaud","is_ca":false},{"name":"Steven J. Woolnough","is_ca":false},{"name":"Stephen Yeager","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02165813513409643,"gpt":0.2478546283443755,"spread":0.226196493210279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004327559,0.0007674514,0.0006748546,0.001344212,0.0002488574,0.002067478,0.001417964,0.0006540449,0.005789818],"category_scores_gemma":[0.008737579,0.0002172211,0.0006180636,0.002707269,0.0003424691,0.002378787,0.001518471,0.001601187,0.001751106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000875215,"about_ca_system_score_gemma":0.001586374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01729037,"about_ca_topic_score_gemma":0.006696304,"domain_scores_codex":[0.999483,0.0001094398,0.00003817795,0.0001653176,0.0001594779,0.00004464944],"domain_scores_gemma":[0.9959047,0.001808573,0.0002850359,0.0003938492,0.001314023,0.0002937932],"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":[0.0001954598,0.00009576529,0.02518668,0.0009676404,0.0001859504,0.00005666362,0.0002468073,0.07770111,0.0009679869,0.03691171,0.05762661,0.7998577],"study_design_scores_gemma":[0.00005588972,0.0001555676,0.03538568,0.001444306,0.0001598871,0.00009131211,0.0004947463,0.5085039,0.001677887,0.06866212,0.3832448,0.0001240009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1112641,0.4494241,0.2537761,0.07080422,0.01283241,0.0001397598,0.01773288,0.008148684,0.07587779],"genre_scores_gemma":[0.5915802,0.2449928,0.1190044,0.003127148,0.008420036,0.0002487364,0.02149833,0.001226463,0.009901977],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01729037,"threshold_uncertainty_score":0.03437948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033834834","doi":"10.1175/2008bams2354.1","title":"The Fog Remote Sensing and Modeling Field Project","year":2008,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":308,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University; Environment and Climate Change Canada","funders":"","keywords":"Nowcasting; Environmental science; Meteorology; Visibility; Dropsonde; Radiosonde; Weather Research and Forecasting Model; Precipitation; Aerosol; Remote sensing; Geography; Tropical cyclone","authors":[{"name":"Ismail Gültepe","is_ca":true},{"name":"Garry Pearson","is_ca":true},{"name":"Jason A. Milbrandt","is_ca":true},{"name":"Bjarne Hansen","is_ca":true},{"name":"Steven Platnick","is_ca":true},{"name":"Peter A. Taylor","is_ca":true},{"name":"Mark Gordon","is_ca":true},{"name":"John P. Oakley","is_ca":false},{"name":"Stewart G. Cober","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01924012950003053,"gpt":0.2359030828932796,"spread":0.2166629533932491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001282301,0.0008682953,0.00048388,0.0005935975,0.0005769682,0.0008559859,0.001772078,0.0008089134,0.00596933],"category_scores_gemma":[0.001096487,0.0003910718,0.0007818651,0.0005477011,0.0003058635,0.001328064,0.001052109,0.00146351,0.00229241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007412611,"about_ca_system_score_gemma":0.001442601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04502846,"about_ca_topic_score_gemma":0.03513934,"domain_scores_codex":[0.9996959,0.00006236183,0.000009620046,0.00006638832,0.000118034,0.00004770625],"domain_scores_gemma":[0.9996272,0.00005945162,0.00001908424,0.00006220181,0.0001714456,0.00006057935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009972862,0.0006585495,0.019619,0.0003083691,0.0002822673,0.0002917008,0.0001973532,0.1721778,0.008555562,0.02124464,0.5505887,0.2250787],"study_design_scores_gemma":[0.000614215,0.0001309555,0.009110983,0.00007485575,0.00007800226,0.00007642787,0.00009926995,0.7564719,0.004485717,0.009166452,0.219614,0.00007706066],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1795297,0.004284139,0.331394,0.007722357,0.003986151,0.002488121,0.2385272,0.05819274,0.1738757],"genre_scores_gemma":[0.4026156,0.001759952,0.3594903,0.00162808,0.0005276237,0.001414806,0.192927,0.005695042,0.03394166],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04502846,"threshold_uncertainty_score":0.08953273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096112487","doi":"10.1175/2010bams2935.1","title":"Indirect and Semi-direct Aerosol Campaign","year":2010,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":308,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"National Research Council Canada; Environment and Climate Change Canada","funders":"","keywords":"Aerosol; Environmental science; Haze; Atmospheric sciences; Arctic; Cirrus; Marine stratocumulus; Sea salt aerosol; Boundary layer; Climatology; Meteorology; Sea salt; Geology; Geography; Oceanography","authors":[{"name":"Greg M. McFarquhar","is_ca":false},{"name":"S. J. Ghan","is_ca":false},{"name":"Johannes Verlinde","is_ca":false},{"name":"Alexei Korolev","is_ca":true},{"name":"J. W. Strapp","is_ca":true},{"name":"B. Schmid","is_ca":false},{"name":"Jason Tomlinson","is_ca":false},{"name":"Mengistu Wolde","is_ca":true},{"name":"Sarah D. Brooks","is_ca":true},{"name":"D. J. Cziczo","is_ca":false},{"name":"Manvendra K. Dubey","is_ca":false},{"name":"Jiwen Fan","is_ca":false},{"name":"Connor Flynn","is_ca":false},{"name":"Ismail Gültepe","is_ca":true},{"name":"J. M. Hubbe","is_ca":false},{"name":"Mary K. Gilles","is_ca":false},{"name":"Alexander Laskin","is_ca":false},{"name":"R. Paul Lawson","is_ca":false},{"name":"W. R. Leaitch","is_ca":true},{"name":"Peter Liu","is_ca":true},{"name":"Xiaohong Liu","is_ca":false},{"name":"Dan Lubin","is_ca":false},{"name":"Cláudio Mazzoleni","is_ca":false},{"name":"A. M. Macdonald","is_ca":true},{"name":"Ryan C. Moffet","is_ca":false},{"name":"Hugh Morrison","is_ca":false},{"name":"Mikhail Ovchinnikov","is_ca":false},{"name":"Matthew D. Shupe","is_ca":false},{"name":"David D. Turner","is_ca":false},{"name":"Shaocheng Xie","is_ca":false},{"name":"Alla Zelenyuk","is_ca":false},{"name":"Kenny Bae","is_ca":false},{"name":"Matt Freer","is_ca":false},{"name":"Andrew G. Glen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005641119322063202,"gpt":0.2040663598071797,"spread":0.1984252404851165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003918981,0.0005282022,0.0004641199,0.00057871,0.0003405959,0.000345864,0.0005232235,0.0002739569,0.005232024],"category_scores_gemma":[0.000318213,0.0001640722,0.0002749471,0.0005513655,0.00009936655,0.0002320127,0.0006346875,0.0003116832,0.001490465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856689,"about_ca_system_score_gemma":0.0006167793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03174606,"about_ca_topic_score_gemma":0.05909937,"domain_scores_codex":[0.999723,0.00003065002,0.00001439249,0.00009745538,0.00009327733,0.0000410687],"domain_scores_gemma":[0.99961,0.0000360118,0.00005974877,0.00008007837,0.0001409476,0.00007323016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001968808,0.001281457,0.8023402,0.0005910527,0.0006810901,0.0005538575,0.0006404202,0.006523896,0.04148987,0.000675467,0.05184271,0.09141108],"study_design_scores_gemma":[0.0001976483,0.000508207,0.9211771,0.00005125929,0.000143291,0.0001855967,0.000236004,0.006021224,0.008128482,0.0001388228,0.06316949,0.0000428548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8128483,0.0005122771,0.001657514,0.00007221063,0.000102491,0.000504597,0.1653786,0.0005601319,0.01836375],"genre_scores_gemma":[0.7125866,0.0003417407,0.0053948,0.0001694645,0.0001083911,0.0006726611,0.2707878,0.0000982817,0.009840203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03174606,"threshold_uncertainty_score":0.06312257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087474520","doi":"10.1175/bams-d-12-00149.1","title":"Achieving Climate Change Absolute Accuracy in Orbit","year":2013,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":296,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Environment Research Council; Sight Research UK; California Institute of Technology; Jet Propulsion Laboratory; National Aeronautics and Space Administration","keywords":"Radiance; Environmental science; Climate change; Remote sensing; Radiometer; NIST; Meteorology; Calibration; Geocentric orbit; Observatory; Range (aeronautics); Computer science; Satellite; Geography; Physics; Aerospace engineering; Geology; Mathematics; Statistics","authors":[{"name":"Bruce A. Wielicki","is_ca":false},{"name":"David F. Young","is_ca":false},{"name":"M. G. Mlynczak","is_ca":false},{"name":"Kurtis J. Thome","is_ca":false},{"name":"S. S. Leroy","is_ca":false},{"name":"James M. Corliss","is_ca":false},{"name":"James G. Anderson","is_ca":false},{"name":"C. O. Ao","is_ca":false},{"name":"Richard Bantges","is_ca":false},{"name":"Fred A. Best","is_ca":false},{"name":"Kenneth P. Bowman","is_ca":false},{"name":"Helen Brindley","is_ca":false},{"name":"James J. Butler","is_ca":false},{"name":"William D. Collins","is_ca":false},{"name":"J. A. Dykema","is_ca":false},{"name":"David R. Doelling","is_ca":false},{"name":"Daniel Feldman","is_ca":false},{"name":"Nigel Fox","is_ca":false},{"name":"Xianglei Huang","is_ca":false},{"name":"Robert E. Holz","is_ca":false},{"name":"Yi Huang","is_ca":true},{"name":"Zhonghai Jin","is_ca":false},{"name":"D. Jennings","is_ca":false},{"name":"D. G. Johnson","is_ca":false},{"name":"K. W. Jucks","is_ca":false},{"name":"Seiji Kato","is_ca":false},{"name":"D. B. Kirk‐Davidoff","is_ca":false},{"name":"Robert O. Knuteson","is_ca":false},{"name":"Greg Kopp","is_ca":false},{"name":"David P. Kratz","is_ca":false},{"name":"X. Liu","is_ca":false},{"name":"Constantine Lukashin","is_ca":false},{"name":"A. J. Mannucci","is_ca":false},{"name":"Nipa Phojanamongkolkij","is_ca":false},{"name":"Peter Pilewskie","is_ca":false},{"name":"V. Ramaswamy","is_ca":false},{"name":"Henry E. Revercomb","is_ca":false},{"name":"Joseph P. Rice","is_ca":false},{"name":"Y. Roberts","is_ca":false},{"name":"Carlos M. Roithmayr","is_ca":false},{"name":"Fred G. Rose","is_ca":false},{"name":"Stephen P. Sandford","is_ca":false},{"name":"Eric L. Shirley","is_ca":false},{"name":"William L. Smith","is_ca":false},{"name":"Brian J. Soden","is_ca":false},{"name":"P. W. Speth","is_ca":false},{"name":"Wenbo Sun","is_ca":false},{"name":"Patrick C. Taylor","is_ca":false},{"name":"David C. Tobin","is_ca":false},{"name":"X. Xiong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02296475031080232,"gpt":0.2307571034755132,"spread":0.2077923531647109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004883137,0.0005598032,0.0005100272,0.001778811,0.00122203,0.002576743,0.0009162172,0.0008074412,0.00253613],"category_scores_gemma":[0.01322339,0.0002601534,0.0004603355,0.002301114,0.0005047048,0.002203735,0.003395763,0.001430664,0.002041853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001696377,"about_ca_system_score_gemma":0.002699412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427514,"about_ca_topic_score_gemma":0.01692188,"domain_scores_codex":[0.9958962,0.0005340394,0.0002207051,0.0007378014,0.002139256,0.0004720708],"domain_scores_gemma":[0.9909552,0.0007412124,0.0009088282,0.001762066,0.005257181,0.0003755383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003061125,0.0001840686,0.1374666,0.0005323495,0.0002182956,0.0001239522,0.001475469,0.08471669,0.02463357,0.08657555,0.07314614,0.5906213],"study_design_scores_gemma":[0.0001310211,0.0004518733,0.1900814,0.0007290084,0.000167518,0.000344007,0.001645743,0.2057894,0.06847846,0.06797776,0.4639151,0.0002886876],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2351091,0.004270951,0.5020432,0.006803541,0.002455217,0.0004193885,0.01329187,0.008470674,0.2271361],"genre_scores_gemma":[0.79747,0.001050039,0.1825984,0.0009905387,0.0005183539,0.0003220974,0.00939074,0.00107949,0.006580322],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01427514,"threshold_uncertainty_score":0.02838409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099645289","doi":"10.1175/bams-86-1-51","title":"POCKETS OF OPEN CELLS AND DRIZZLE IN MARINE STRATOCUMULUS","year":2005,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":288,"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; National Defense Science and Engineering Graduate; National Oceanic and Atmospheric Administration; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Office of Experimental Program to Stimulate Competitive Research; National Science Foundation; Stichting voor Fundamenteel Onderzoek der Materie; Office of Naval Research; Canadian Foundation for Climate and Atmospheric Sciences; National Aeronautics and Space Administration; National Center for Atmospheric Research","keywords":"Drizzle; Marine stratocumulus; Precipitation; Environmental science; Atmospheric sciences; Cloud cover; Cloud computing; Cloud base; Meteorology; Aerosol; Climatology; Geology; Geography","authors":[{"name":"Björn Stevens","is_ca":false},{"name":"Gabor Vali","is_ca":true},{"name":"K. Comstock","is_ca":true},{"name":"Robert Wood","is_ca":true},{"name":"M.C. van Zanten","is_ca":true},{"name":"Philip H. Austin","is_ca":true},{"name":"Christopher S. Bretherton","is_ca":true},{"name":"Donald H. Lenschow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01232004971593199,"gpt":0.2288325045693103,"spread":0.2165124548533783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000176832,0.00009724115,0.0001780489,0.001269386,0.0003497229,0.0003289478,0.0001478598,0.0001598572,0.0005611134],"category_scores_gemma":[0.000599283,0.0001444297,0.0001214274,0.0005299647,0.0006266751,0.0003331892,0.0005794521,0.0001390812,0.00006664715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003847703,"about_ca_system_score_gemma":0.0001376903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02344436,"about_ca_topic_score_gemma":0.05170499,"domain_scores_codex":[0.9999241,0.000009267361,0.000006028788,0.00002193481,0.00001484307,0.00002374131],"domain_scores_gemma":[0.9994051,0.0001246515,0.0002463978,0.00003825347,0.00004276973,0.0001427869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002145606,0.0000268129,0.9864183,0.00002923939,0.00003227129,0.0002397219,0.0008775924,0.0001561336,0.006811028,0.0000846394,0.00007998091,0.005029665],"study_design_scores_gemma":[0.00000106317,0.00001388549,0.9995862,0.000001457359,0.000002571563,0.0000406389,0.0001539759,0.00006218858,0.00006578341,0.00002020434,0.00005097348,0.000001034872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996949,0.00007783092,0.00002898861,0.000005550441,5.961343e-7,0.00000170916,0.00007551174,0.000002148755,0.0001126816],"genre_scores_gemma":[0.9997326,0.00005533154,0.00003640068,0.000003778474,0.000002247371,0.000001532156,0.0001321117,7.163329e-7,0.00003525005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02344436,"threshold_uncertainty_score":0.04661578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2519176532","doi":"10.1175/bams-d-15-00257.1","title":"The 2015 Plains Elevated Convection at Night Field Project","year":2016,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":285,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mesoscale meteorology; Convection; Convective inhibition; Nocturnal; Climatology; Diurnal cycle; Atmospheric sciences; Convective available potential energy; Troposphere; Mesoscale convective system; Environmental science; Precipitation; Meteorology; Geology; Geography; Physics","authors":[{"name":"Bart Geerts","is_ca":false},{"name":"David B. Parsons","is_ca":false},{"name":"Conrad L. Ziegler","is_ca":false},{"name":"Tammy M. Weckwerth","is_ca":false},{"name":"Michael I. Biggerstaff","is_ca":false},{"name":"Richard D. Clark","is_ca":false},{"name":"Michael C. Coniglio","is_ca":false},{"name":"Belay Demoz","is_ca":false},{"name":"R. A. Ferrare","is_ca":false},{"name":"William A. Gallus","is_ca":false},{"name":"Kevin R. Haghi","is_ca":false},{"name":"John Hanesiak","is_ca":true},{"name":"Petra Klein","is_ca":false},{"name":"Kevin R. Knupp","is_ca":false},{"name":"Karen Kosiba","is_ca":false},{"name":"Greg M. McFarquhar","is_ca":false},{"name":"James A. Moore","is_ca":false},{"name":"Amin R. Nehrir","is_ca":false},{"name":"Matthew D. Parker","is_ca":false},{"name":"James O. Pinto","is_ca":false},{"name":"Robert M. Rauber","is_ca":false},{"name":"Russ S. Schumacher","is_ca":false},{"name":"David D. Turner","is_ca":false},{"name":"Qing Wang","is_ca":false},{"name":"Xuguang Wang","is_ca":false},{"name":"Zhien Wang","is_ca":false},{"name":"Joshua Wurman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01698921673859107,"gpt":0.2389730918349114,"spread":0.2219838750963204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007042646,0.0002449417,0.0001748668,0.0002827653,0.0004407428,0.0004352284,0.0004161569,0.0002086289,0.004114036],"category_scores_gemma":[0.0005581205,0.0001199805,0.0002022349,0.0002028622,0.0002146101,0.0003562701,0.0004960312,0.0004045102,0.0006915827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00070964,"about_ca_system_score_gemma":0.001086235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03079738,"about_ca_topic_score_gemma":0.05126677,"domain_scores_codex":[0.9998252,0.00004450121,0.000005469763,0.0000461866,0.00004507256,0.00003365637],"domain_scores_gemma":[0.9995533,0.00004827295,0.00004145366,0.00007719735,0.0001228864,0.000156881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003359289,0.00248797,0.4182172,0.0003523621,0.0002407982,0.0004070256,0.0009898485,0.0246907,0.02875872,0.007476887,0.296659,0.2163603],"study_design_scores_gemma":[0.001008192,0.001104342,0.6881955,0.0001670578,0.0001199905,0.0001310987,0.0009787931,0.08657873,0.008414931,0.003313237,0.2099137,0.00007446887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8726204,0.0005724901,0.007703623,0.002644975,0.0006705217,0.0006588272,0.07177207,0.001689092,0.04166796],"genre_scores_gemma":[0.9136857,0.0002734755,0.0127873,0.0004615396,0.0002536687,0.0003405198,0.05642953,0.0001319678,0.01563627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03079738,"threshold_uncertainty_score":0.0612362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2960668489","doi":"10.1175/bams-d-18-0270.1","title":"The Subseasonal Experiment (SubX): A Multimodel Subseasonal Prediction Experiment","year":2019,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Climate variability and models","field":"Environmental Science","cited_by":285,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Madden–Julian oscillation; Predictability; Climatology; Forecast skill; Meteorology; Environmental science; Precipitation; Climate Forecast System; Climate model; Computer science; Climate change; Convection; Geography; Mathematics; Statistics; Geology","authors":[{"name":"Kathy Pegion","is_ca":false},{"name":"Ben P. Kirtman","is_ca":false},{"name":"Emily Becker","is_ca":false},{"name":"Dan C. Collins","is_ca":false},{"name":"Emerson LaJoie","is_ca":false},{"name":"Robert Burgman","is_ca":false},{"name":"Ray Bell","is_ca":false},{"name":"Timothy DelSole","is_ca":false},{"name":"Dughong Min","is_ca":false},{"name":"Yuejian Zhu","is_ca":false},{"name":"Wei Li","is_ca":false},{"name":"Eric Sinsky","is_ca":false},{"name":"Hong Guan","is_ca":false},{"name":"Jon Gottschalck","is_ca":false},{"name":"E. Joseph Metzger","is_ca":false},{"name":"Neil P Barton","is_ca":false},{"name":"Deepthi Achuthavarier","is_ca":false},{"name":"Jelena Marshak","is_ca":false},{"name":"Randal D. Koster","is_ca":false},{"name":"Hai Lin","is_ca":true},{"name":"Normand Gagnon","is_ca":true},{"name":"Michael A. Bell","is_ca":false},{"name":"Michael K. Tippett","is_ca":false},{"name":"Andrew W. Robertson","is_ca":false},{"name":"Shan Sun","is_ca":false},{"name":"Stanley G. Benjamin","is_ca":false},{"name":"Benjamin W. Green","is_ca":false},{"name":"Rainer Bleck","is_ca":false},{"name":"Hyemi Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01308219200712458,"gpt":0.2346209481693751,"spread":0.2215387561622505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003742435,0.0007051445,0.000439958,0.0001917073,0.0005630321,0.0005899961,0.0008502963,0.0007013014,0.003774847],"category_scores_gemma":[0.00360356,0.000307736,0.0006304429,0.000280339,0.0004361061,0.001021486,0.0008887135,0.001432089,0.0004646037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006358832,"about_ca_system_score_gemma":0.001053443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01693637,"about_ca_topic_score_gemma":0.01630341,"domain_scores_codex":[0.9992644,0.000385827,0.00002157757,0.0001357885,0.0001239125,0.000068562],"domain_scores_gemma":[0.9971142,0.001448472,0.0002015682,0.0005299576,0.000321119,0.0003845579],"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":[0.01593,0.02168393,0.1143733,0.0002435353,0.00121991,0.0005333435,0.0006081472,0.686911,0.01871941,0.01117556,0.06321511,0.0653867],"study_design_scores_gemma":[0.005183145,0.007957213,0.06351668,0.00002375501,0.0001888065,0.00004157877,0.0002887267,0.8924026,0.01015208,0.005583149,0.0145245,0.000137731],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846501,0.00005832433,0.005098689,0.0006445374,0.000157592,0.0003592956,0.003788693,0.0006406594,0.004602145],"genre_scores_gemma":[0.9686788,0.0000517338,0.01649673,0.0003622507,0.0000959922,0.0007270051,0.009754664,0.0001532878,0.00367958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01693637,"threshold_uncertainty_score":0.03367555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884755452","doi":"10.1175/bams-d-17-0212.1","title":"The Global N2O Model Intercomparison Project","year":2018,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":277,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; National Oceanic and Atmospheric Administration; State Key Laboratory of Urban and Regional Ecology; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Institute for Environmental Studies; European Commission; University of Bern; Auburn University; Climate Program Office; Japan Society for the Promotion of Science; Horizon 2020 Framework Programme; Lunds Universitet; National Key Research and Development Program of China; Emory University; National Science Foundation","keywords":"Biosphere; Environmental science; Greenhouse gas; Benchmarking; Terrestrial ecosystem; Earth system science; Global change; Atmospheric sciences; Ecosystem; Climate change; Ecology","authors":[{"name":"Hanqin Tian","is_ca":false},{"name":"Jia Yang","is_ca":false},{"name":"Chaoqun Lü","is_ca":false},{"name":"Rongting Xu","is_ca":false},{"name":"Josep G. Canadell","is_ca":false},{"name":"Robert B. Jackson","is_ca":false},{"name":"Almut Arneth","is_ca":false},{"name":"Jinfeng Chang","is_ca":false},{"name":"Guangsheng Chen","is_ca":false},{"name":"Philippe Ciais","is_ca":false},{"name":"Stefan Gerber","is_ca":false},{"name":"Akihiko Ito","is_ca":false},{"name":"Yuanyuan Huang","is_ca":false},{"name":"Fortunat Joos","is_ca":false},{"name":"Sebastian Lienert","is_ca":false},{"name":"Palmira Messina","is_ca":false},{"name":"Stefan Olin","is_ca":false},{"name":"Shufen Pan","is_ca":false},{"name":"Changhui Peng","is_ca":true},{"name":"Eri Saikawa","is_ca":false},{"name":"Rona L. Thompson","is_ca":false},{"name":"Nicolas Vuichard","is_ca":false},{"name":"Wilfried Winiwarter","is_ca":false},{"name":"Sönke Zaehle","is_ca":false},{"name":"Bowen Zhang","is_ca":false},{"name":"Kerou Zhang","is_ca":false},{"name":"Qiuan Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.011610324720302,"gpt":0.2465616051676998,"spread":0.2349512804473979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003670062,0.001592577,0.0007322922,0.001076403,0.0008768748,0.001453193,0.002407318,0.001680584,0.005563485],"category_scores_gemma":[0.002531432,0.0004993503,0.001346334,0.002480997,0.0004431642,0.001929161,0.00169122,0.00136116,0.00168417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646076,"about_ca_system_score_gemma":0.004020147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04607667,"about_ca_topic_score_gemma":0.01686379,"domain_scores_codex":[0.9990495,0.0004188794,0.00005520732,0.0002308507,0.0001653659,0.00008006683],"domain_scores_gemma":[0.9988585,0.0001817694,0.00008640935,0.0002975586,0.0005054226,0.00007035101],"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":[0.0006904172,0.0002771975,0.01558615,0.0004040659,0.0009903559,0.0001580562,0.000171206,0.6554871,0.004485096,0.01647898,0.1882902,0.1169812],"study_design_scores_gemma":[0.001493038,0.0001436731,0.01415561,0.0002024385,0.0004171708,0.00004362323,0.0001965875,0.6978304,0.01171841,0.0253125,0.2483265,0.0001599386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.229998,0.003319209,0.2559633,0.01294034,0.005869312,0.001801787,0.3025597,0.03345612,0.1540923],"genre_scores_gemma":[0.5539657,0.001564859,0.1927391,0.002147404,0.0004678676,0.004537301,0.2239125,0.003899092,0.01676622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04607667,"threshold_uncertainty_score":0.09161693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2511074740","doi":"10.1175/bams-d-16-0057.1","title":"Overturning in the Subpolar North Atlantic Program: A New International Ocean Observing System","year":2016,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":265,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Bedford Institute of Oceanography; Memorial University of Newfoundland","funders":"Fundamental Research Funds for the Central Universities; Natural Environment Research Council; National Oceanic and Atmospheric Administration; Sight Research UK; Centre National de la Recherche Scientifique; Flotte Océanographique Française; Natural Sciences and Engineering Research Council of Canada; Fisheries and Oceans Canada; European Commission; Woods Hole Oceanographic Institution; National Aeronautics and Space Administration; National Natural Science Foundation of China; Institut Français de Recherche pour l'Exploitation de la Mer; National Science Foundation","keywords":"North Atlantic Deep Water; Oceanography; Thermohaline circulation; Climatology; Water mass; Climate change; Shutdown of thermohaline circulation; Gulf Stream; Ocean current; Environmental science; Geology","authors":[{"name":"M. Susan Lozier","is_ca":false},{"name":"Sheldon Bacon","is_ca":false},{"name":"Amy S. Bower","is_ca":false},{"name":"Stuart A. Cunningham","is_ca":false},{"name":"M. Femke de Jong","is_ca":false},{"name":"Laura de Steur","is_ca":false},{"name":"Brad deYoung","is_ca":true},{"name":"Jürgen Fischer","is_ca":false},{"name":"Stefan F. Gary","is_ca":false},{"name":"B. J. W. Greenan","is_ca":true},{"name":"Patrick Heimbach","is_ca":false},{"name":"N. Penny Holliday","is_ca":false},{"name":"Loïc Houpert","is_ca":false},{"name":"Mark Inall","is_ca":false},{"name":"William E. Johns","is_ca":false},{"name":"H. L. Johnson","is_ca":false},{"name":"Johannes Karstensen","is_ca":false},{"name":"Feili Li","is_ca":false},{"name":"Xiaopei Lin","is_ca":false},{"name":"Neill Mackay","is_ca":false},{"name":"David P. Marshall","is_ca":false},{"name":"Herlé Mercier","is_ca":false},{"name":"Paul G. Myers","is_ca":true},{"name":"Robert S. Pickart","is_ca":false},{"name":"Helen Pillar","is_ca":false},{"name":"Fiammetta Straneo","is_ca":false},{"name":"Virginie Thierry","is_ca":false},{"name":"Robert A. Weller","is_ca":false},{"name":"Richard G. Williams","is_ca":false},{"name":"Chris Wilson","is_ca":false},{"name":"Jiayan Yang","is_ca":false},{"name":"Jian Zhao","is_ca":false},{"name":"Jan D. Zika","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01193428820390439,"gpt":0.2056981205731187,"spread":0.1937638323692143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001782735,0.0003383596,0.0004004318,0.0008425067,0.0005061335,0.001291552,0.0005225646,0.0003473398,0.001304078],"category_scores_gemma":[0.001457215,0.0001894893,0.0002709626,0.002521713,0.0001779298,0.001004701,0.001410958,0.0009355177,0.0005489136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009251054,"about_ca_system_score_gemma":0.001876234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1235147,"about_ca_topic_score_gemma":0.2037708,"domain_scores_codex":[0.9992889,0.00009578033,0.00006846815,0.0002205955,0.0002554865,0.00007066151],"domain_scores_gemma":[0.9979848,0.0001152162,0.0003492689,0.0003105864,0.0009126216,0.0003275528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000252829,0.0001632204,0.8340422,0.0001316158,0.0002287804,0.0001002219,0.0004460533,0.001878958,0.003516802,0.0006747753,0.07133001,0.08723463],"study_design_scores_gemma":[0.00009188674,0.00004846952,0.942781,0.00005782196,0.00007176527,0.00003250795,0.0002554002,0.003662488,0.0006338208,0.0001647004,0.05217816,0.00002203789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5906181,0.001499803,0.008190024,0.002703162,0.000498232,0.0006084951,0.3651178,0.001186005,0.02957839],"genre_scores_gemma":[0.4481665,0.001469875,0.05338812,0.001296259,0.0004948082,0.001544054,0.4864255,0.0001713478,0.007043496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1235147,"threshold_uncertainty_score":0.2455915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2760633399","doi":"10.1175/bams-d-17-0003.1","title":"The North Atlantic Waveguide and Downstream Impact Experiment","year":2018,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":262,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Downstream (manufacturing); Extratropical cyclone; Jet stream; Environmental science; Meteorology; Middle latitudes; Climatology; Jet (fluid); Geology; Geography; Aerospace engineering; Engineering","authors":[{"name":"Andreas Schäfler","is_ca":false},{"name":"George C. Craig","is_ca":false},{"name":"Heini Wernli","is_ca":false},{"name":"Philippe Arbogast","is_ca":false},{"name":"James D. Doyle","is_ca":false},{"name":"Ron McTaggart‐Cowan","is_ca":true},{"name":"John Methven","is_ca":false},{"name":"Gwendal Rivière","is_ca":false},{"name":"Felix Ament","is_ca":false},{"name":"Maxi Boettcher","is_ca":false},{"name":"Martina Bramberger","is_ca":false},{"name":"Quitterie Cazenave","is_ca":false},{"name":"Richard Cotton","is_ca":false},{"name":"Susanne Crewell","is_ca":false},{"name":"Julien Delanoe͏̈","is_ca":false},{"name":"Andreas Dörnbrack","is_ca":false},{"name":"André Ehrlich","is_ca":false},{"name":"Florian Ewald","is_ca":false},{"name":"Andreas Fix","is_ca":false},{"name":"Christian M. Grams","is_ca":false},{"name":"Suzanne L. Gray","is_ca":false},{"name":"Hans Grob","is_ca":false},{"name":"Silke Groß","is_ca":false},{"name":"Martin Hagen","is_ca":false},{"name":"Ben Harvey","is_ca":false},{"name":"Lutz Hirsch","is_ca":false},{"name":"Marek Jacob","is_ca":false},{"name":"Tobias Kölling","is_ca":false},{"name":"Heike Konow","is_ca":false},{"name":"Christian Lemmerz","is_ca":false},{"name":"Oliver Lux","is_ca":false},{"name":"Linus Magnusson","is_ca":false},{"name":"Bernhard Mayer","is_ca":false},{"name":"Mario Mech","is_ca":false},{"name":"Richard W. Moore","is_ca":false},{"name":"Jacques Pelon","is_ca":false},{"name":"Julian Quinting","is_ca":false},{"name":"Stephan Rahm","is_ca":false},{"name":"Markus Rapp","is_ca":false},{"name":"Marc Rautenhaus","is_ca":false},{"name":"Oliver Reitebuch","is_ca":false},{"name":"Carolyn A. Reynolds","is_ca":false},{"name":"Harald Sodemann","is_ca":false},{"name":"Thomas Spengler","is_ca":false},{"name":"G. Vaughan","is_ca":false},{"name":"Manfred Wendisch","is_ca":false},{"name":"Martin Wirth","is_ca":false},{"name":"Benjamin Witschas","is_ca":false},{"name":"Kevin Wolf","is_ca":false},{"name":"Tobias Zinner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01522009401656694,"gpt":0.2446146619992868,"spread":0.2293945679827198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006771713,0.0002346914,0.0001974032,0.0002150427,0.0005216917,0.0004283834,0.0002651709,0.0002860804,0.001404274],"category_scores_gemma":[0.0007598646,0.0001272146,0.000182234,0.0002974909,0.0003179408,0.0003676426,0.0007457272,0.0006180766,0.0002567529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00056689,"about_ca_system_score_gemma":0.0007870091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02803034,"about_ca_topic_score_gemma":0.08567426,"domain_scores_codex":[0.9996923,0.00007020182,0.00001384127,0.00007912032,0.00008622932,0.0000582625],"domain_scores_gemma":[0.999409,0.00009920399,0.00006995186,0.0001438624,0.0001421032,0.000135941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.007223275,0.003775778,0.7908192,0.0001868461,0.0005292693,0.001637361,0.001477314,0.02051517,0.0495928,0.008439196,0.04504199,0.07076182],"study_design_scores_gemma":[0.0004683824,0.001275467,0.9191799,0.00005650936,0.0001011432,0.0001337573,0.001145933,0.01314277,0.00776733,0.001532518,0.05512982,0.00006636268],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812244,0.00005385322,0.001396433,0.0001627204,0.00005008698,0.0001107181,0.007768409,0.00008903358,0.009144393],"genre_scores_gemma":[0.9623825,0.0001225194,0.004613984,0.0002111709,0.00003541041,0.0002876795,0.02556746,0.00006246868,0.006716731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02803034,"threshold_uncertainty_score":0.05573434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2956252856","doi":"10.1175/bams-d-18-0268.1","title":"FLUXNET-CH4 Synthesis Activity: Objectives, Observations, and Future Directions","year":2019,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":261,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Université de Montréal; University of British Columbia","funders":"Natural Environment Research Council; Sight Research UK","keywords":"FluxNet; Eddy covariance; Environmental science; Flux (metallurgy); Ecosystem; Ecosystem respiration; Wetland; Atmospheric sciences; Estuary; Hydrology (agriculture); Ecology; Chemistry; Physics; Biology","authors":[{"name":"Sara Knox","is_ca":true},{"name":"Robert B. Jackson","is_ca":false},{"name":"Benjamin Poulter","is_ca":false},{"name":"Gavin McNicol","is_ca":false},{"name":"Etienne Fluet‐Chouinard","is_ca":false},{"name":"Zhen Zhang","is_ca":false},{"name":"Gustaf Hugelius","is_ca":false},{"name":"Philippe Bousquet","is_ca":false},{"name":"Josep G. Canadell","is_ca":false},{"name":"Marielle Saunois","is_ca":false},{"name":"Dario Papale","is_ca":false},{"name":"Housen Chu","is_ca":false},{"name":"Trevor F. Keenan","is_ca":false},{"name":"Dennis Baldocchi","is_ca":false},{"name":"Margaret Torn","is_ca":false},{"name":"Ivan Mammarella","is_ca":false},{"name":"Carlo Trotta","is_ca":false},{"name":"Mika Aurela","is_ca":false},{"name":"Gil Bohrer","is_ca":false},{"name":"David I. Campbell","is_ca":false},{"name":"Alessandro Cescatti","is_ca":false},{"name":"Samuel D. Chamberlain","is_ca":false},{"name":"Jiquan Chen","is_ca":false},{"name":"Weinan Chen","is_ca":false},{"name":"Sigrid Dengel","is_ca":false},{"name":"Ankur R. Desai","is_ca":false},{"name":"E. S. Euskirchen","is_ca":false},{"name":"Thomas Friborg","is_ca":false},{"name":"Daniele Gasbarra","is_ca":false},{"name":"Ignacio Goded","is_ca":false},{"name":"Mathias Goeckede","is_ca":false},{"name":"Martin Heimann","is_ca":false},{"name":"Manuel Helbig","is_ca":true},{"name":"Takashi Hirano","is_ca":false},{"name":"David Y. Hollinger","is_ca":false},{"name":"Hiroki Iwata","is_ca":false},{"name":"Minseok Kang","is_ca":false},{"name":"Janina Klatt","is_ca":false},{"name":"Ken W. Krauss","is_ca":false},{"name":"Lars Kutzbach","is_ca":false},{"name":"Annalea Lohila","is_ca":false},{"name":"Bhaskar Mitra","is_ca":false},{"name":"Timothy H. Morin","is_ca":false},{"name":"Mats Nilsson","is_ca":false},{"name":"Shuli Niu","is_ca":false},{"name":"Asko Noormets","is_ca":false},{"name":"Walter C. Oechel","is_ca":false},{"name":"Matthias Peichl","is_ca":false},{"name":"Olli Peltola","is_ca":false},{"name":"Michele L. Reba","is_ca":false},{"name":"Andrew D. Richardson","is_ca":false},{"name":"Benjamin R. K. Runkle","is_ca":false},{"name":"Youngryel Ryu","is_ca":false},{"name":"Torsten Sachs","is_ca":false},{"name":"K. V. Schäfer","is_ca":false},{"name":"Hans Peter Schmid","is_ca":false},{"name":"Narasinha Shurpali","is_ca":false},{"name":"Oliver Sonnentag","is_ca":true},{"name":"Angela Che Ing Tang","is_ca":false},{"name":"Masahito Ueyama","is_ca":false},{"name":"Rodrigo Vargas","is_ca":false},{"name":"Timo Vesala","is_ca":false},{"name":"Eric J. Ward","is_ca":false},{"name":"Lisamarie Windham‐Myers","is_ca":false},{"name":"Georg Wohlfahrt","is_ca":false},{"name":"Donatella Zona","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006288408846714928,"gpt":0.1911302561466651,"spread":0.1848418472999502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01119104,0.001401759,0.0006553174,0.002385218,0.0003844073,0.002071134,0.001014729,0.0005572732,0.005988647],"category_scores_gemma":[0.005101682,0.0004452912,0.0004024219,0.003056134,0.0003562463,0.002694611,0.0009728071,0.0005726094,0.0030323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002618233,"about_ca_system_score_gemma":0.005361933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02472333,"about_ca_topic_score_gemma":0.01523062,"domain_scores_codex":[0.9984748,0.0005093646,0.0001272292,0.0003235132,0.0004161553,0.0001490243],"domain_scores_gemma":[0.9964408,0.000530936,0.0002745824,0.00047578,0.001815915,0.0004619656],"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":[0.004652183,0.001017676,0.09241728,0.00356078,0.0004075895,0.0001680142,0.0005650435,0.04857779,0.03271263,0.02360978,0.1331327,0.6591784],"study_design_scores_gemma":[0.001059175,0.00180488,0.1387518,0.001185186,0.0003037347,0.0001547036,0.0008204858,0.1047839,0.08595414,0.01039936,0.6546018,0.000180861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2179812,0.009860404,0.2502168,0.006288972,0.001732101,0.005879628,0.3944066,0.02370015,0.08993416],"genre_scores_gemma":[0.2312959,0.003658846,0.278756,0.0006920703,0.0004613063,0.00404316,0.4600415,0.002534593,0.01851662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02472333,"threshold_uncertainty_score":0.05918461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068146025","doi":"10.1175/bams-d-13-00191.1","title":"The TIGGE Project and Its Achievements","year":2015,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":259,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"Natural Environment Research Council; European Commission; Sight Research UK","keywords":"Predictability; Extratropical cyclone; Data assimilation; Meteorology; Ensemble forecasting; Tropical cyclone; Environmental science; Computer science; Forecast skill; Tropical cyclone forecast model; Climatology; Range (aeronautics); Geography; Geology; Mathematics","authors":[{"name":"Richard Swinbank","is_ca":false},{"name":"Masayuki Kyouda","is_ca":false},{"name":"Piers Buchanan","is_ca":false},{"name":"Lizzie S. R. Froude","is_ca":false},{"name":"Thomas M. Hamill","is_ca":false},{"name":"Tim Hewson","is_ca":false},{"name":"Julia Keller","is_ca":false},{"name":"Mio Matsueda","is_ca":false},{"name":"John Methven","is_ca":false},{"name":"Florian Pappenberger","is_ca":false},{"name":"Michael Scheuerer","is_ca":false},{"name":"Helen Titley","is_ca":false},{"name":"Laurence J. Wilson","is_ca":true},{"name":"Munehiko Yamaguchi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04288967973421737,"gpt":0.2566533725420121,"spread":0.2137636928077947,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009872371,0.001320642,0.0006054805,0.001837622,0.001034017,0.004728544,0.002096471,0.001860941,0.01045558],"category_scores_gemma":[0.009870307,0.000376823,0.0008415302,0.002461701,0.0008883215,0.003690906,0.005025568,0.002868016,0.01030181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428316,"about_ca_system_score_gemma":0.004648096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01164339,"about_ca_topic_score_gemma":0.004424509,"domain_scores_codex":[0.9968162,0.00110769,0.0001206229,0.0004743246,0.00106384,0.0004173141],"domain_scores_gemma":[0.9952207,0.0007158764,0.0001280968,0.001310637,0.001603682,0.001021006],"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":[0.0003737767,0.0002813153,0.005691444,0.0003585745,0.0001050371,0.0002711489,0.0007948143,0.01721412,0.002822525,0.09911688,0.4212568,0.4517137],"study_design_scores_gemma":[0.00006440836,0.00007466892,0.002360505,0.0002523426,0.00002110704,0.0001273389,0.0001744386,0.01843195,0.002109814,0.02079044,0.9555404,0.00005251401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06482317,0.03966084,0.4675361,0.06175345,0.01752161,0.001074359,0.05732404,0.04844941,0.2418571],"genre_scores_gemma":[0.2121729,0.01640626,0.4711021,0.006026007,0.003548135,0.001257122,0.1760456,0.0176619,0.09577987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01164339,"threshold_uncertainty_score":0.05221075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2289436918","doi":"10.1175/bams-d-14-00173.1","title":"Multi-Radar Multi-Sensor (MRMS) Severe Weather and Aviation Products: Initial Operating Capabilities","year":2016,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":253,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tornado; Meteorology; Aviation; Environmental science; Radar; Severe weather; Suite; Quantitative precipitation estimation; Precipitation; Storm; Winter storm; Doppler radar; Weather radar; Remote sensing; Computer science; Geology; Geography; Engineering","authors":[{"name":"Travis M. Smith","is_ca":false},{"name":"Valliappa Lakshmanan","is_ca":false},{"name":"Gregory J. Stumpf","is_ca":false},{"name":"Kiel L. Ortega","is_ca":false},{"name":"Kurt Hondl","is_ca":false},{"name":"Karen Cooper","is_ca":false},{"name":"Kristin M. Calhoun","is_ca":false},{"name":"Darrel M. Kingfield","is_ca":false},{"name":"Kevin L. Manross","is_ca":false},{"name":"Robert Toomey","is_ca":false},{"name":"Jeff W. Brogden","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02818573962043046,"gpt":0.2431762373353065,"spread":0.214990497714876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001704398,0.0006518231,0.000266713,0.0006075942,0.0002559383,0.000932864,0.000642782,0.0003126489,0.008155647],"category_scores_gemma":[0.001878503,0.0003201667,0.0002196311,0.0004937603,0.0002536865,0.00127886,0.000563972,0.0005615234,0.003381181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005870487,"about_ca_system_score_gemma":0.0007956442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008765186,"about_ca_topic_score_gemma":0.006643133,"domain_scores_codex":[0.9995236,0.00006553709,0.0000280574,0.00006942697,0.0002418634,0.00007150626],"domain_scores_gemma":[0.9987815,0.0001744654,0.0000595157,0.0002501848,0.0005855531,0.0001487382],"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":[0.005395276,0.0008767183,0.0694922,0.0004634159,0.0001440276,0.0006452664,0.001774431,0.05604953,0.1318778,0.01025266,0.2498448,0.473184],"study_design_scores_gemma":[0.001349356,0.001085886,0.1718286,0.0001317446,0.00009519236,0.0003922559,0.0004205519,0.265085,0.1433733,0.003934747,0.4120905,0.0002129346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5591717,0.0009019759,0.170326,0.001532048,0.0002533013,0.002589328,0.08160239,0.09852585,0.08509739],"genre_scores_gemma":[0.7689889,0.000234348,0.1491009,0.0001928402,0.0001000494,0.0004755816,0.06474067,0.002832602,0.01333402],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008765186,"threshold_uncertainty_score":0.02728337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125852899","doi":"10.1175/bams-85-12-1931","title":"Progress in Heat Watch–Warning System Technology","year":2004,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":247,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Heat wave; Meteorology; Warning system; Premise; Early warning system; Severe weather; Climatology; Environmental science; Geography; Computer science; Telecommunications; Climate change; Storm; Geology","authors":[{"name":"Scott C. Sheridan","is_ca":false},{"name":"Laurence S. Kalkstein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01659977830614524,"gpt":0.2641421197240303,"spread":0.2475423414178851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005723841,0.0008883944,0.0006870339,0.002361816,0.0004392815,0.002909518,0.002615417,0.001604831,0.01162169],"category_scores_gemma":[0.009567172,0.000590749,0.0007045691,0.001561867,0.0008452257,0.006167548,0.001383854,0.002883101,0.003376954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132824,"about_ca_system_score_gemma":0.00155316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002881235,"about_ca_topic_score_gemma":0.00124347,"domain_scores_codex":[0.9971884,0.0006412151,0.0001966823,0.0005389797,0.001288331,0.0001462871],"domain_scores_gemma":[0.9941234,0.002464324,0.0003700576,0.0006701829,0.002173694,0.0001983356],"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":[0.000256446,0.0002877413,0.004050575,0.001353977,0.0001032902,0.00009370315,0.0004230044,0.008765432,0.01475436,0.05090573,0.03274503,0.8862607],"study_design_scores_gemma":[0.0002373056,0.001161752,0.007641927,0.001180794,0.0002537264,0.0005022059,0.000383758,0.07645423,0.03705519,0.03703037,0.8378246,0.0002740994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03484207,0.07601985,0.7640482,0.01913629,0.006843411,0.0008835595,0.001790382,0.0123742,0.08406198],"genre_scores_gemma":[0.2479417,0.0799779,0.6163514,0.004365297,0.006382793,0.0007926094,0.003866287,0.001127231,0.03919463],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01162169,"threshold_uncertainty_score":0.03887838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168949884","doi":"10.1175/bams-d-11-00001.1","title":"Cross-Polarized Synthetic Aperture Radar: A New Potential Measurement Technique for Hurricanes","year":2011,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":240,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Synthetic aperture radar; Remote sensing; Buoy; Wind speed; Radar; Environmental science; Meteorology; Wind direction; Polarization (electrochemistry); Radar cross-section; Geology; Microwave radiometer; Radiometer; Physics; Computer science","authors":[{"name":"Biao Zhang","is_ca":true},{"name":"William Perrie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02593557915732825,"gpt":0.2207160550879407,"spread":0.1947804759306124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003367664,0.0004180514,0.0001546132,0.0004051858,0.0001305167,0.0003798898,0.0003177968,0.000323992,0.0003925111],"category_scores_gemma":[0.0005953381,0.0001449241,0.0002447202,0.0005303235,0.0001871862,0.0005330604,0.0003624295,0.0003436979,0.0002243757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480501,"about_ca_system_score_gemma":0.0002312657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133034,"about_ca_topic_score_gemma":0.001247838,"domain_scores_codex":[0.9998406,0.00004875171,0.000004880159,0.00003991902,0.00005364749,0.00001219272],"domain_scores_gemma":[0.9998153,0.00004433747,0.00004114079,0.00004064768,0.000049083,0.000009525487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003412105,0.0001190848,0.07482346,0.0003004193,0.000292629,0.0004349336,0.00021449,0.2888279,0.153127,0.03466734,0.008181132,0.4386705],"study_design_scores_gemma":[0.00001793365,0.0001016614,0.01439377,0.00002128333,0.0000375893,0.0004435086,0.00004839777,0.952673,0.0133553,0.003993001,0.01487346,0.00004103057],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1242377,0.001188092,0.8674865,0.000441719,0.0001359131,0.0000287896,0.000438928,0.0007701663,0.005272237],"genre_scores_gemma":[0.7706784,0.001232615,0.2251053,0.0002620215,0.0002005944,0.00005763675,0.0009962352,0.000110447,0.001356755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001133034,"threshold_uncertainty_score":0.002252877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018875945","doi":"10.1175/bams-88-3-341","title":"The Coupled Boundary Layers and Air–Sea Transfer Experiment in Low Winds","year":2007,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":224,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Forest Protection Limited (Canada)","funders":"","keywords":"Mesoscale meteorology; Mooring; Forcing (mathematics); Momentum (technical analysis); Environmental science; Meteorology; Boundary layer; Wind stress; Geology; Planetary boundary layer; Atmosphere (unit); Drifter; Atmospheric sciences; Climatology; Oceanography; Turbulence; Mechanics; Physics","authors":[{"name":"James B. Edson","is_ca":false},{"name":"T.V. Crawford","is_ca":false},{"name":"Jerry Crescenti","is_ca":true},{"name":"J. Thomas Farrar","is_ca":false},{"name":"Nelson M. Frew","is_ca":false},{"name":"Greg Gerbi","is_ca":false},{"name":"C. Helmis","is_ca":false},{"name":"Tihomir Hristov","is_ca":false},{"name":"D. Khelif","is_ca":false},{"name":"Andrew T. Jessup","is_ca":false},{"name":"H. Jonsson","is_ca":false},{"name":"Ming Li","is_ca":false},{"name":"L. Mahrt","is_ca":false},{"name":"Wade R. McGillis","is_ca":false},{"name":"Albert J. Plueddemann","is_ca":false},{"name":"Lian Shen","is_ca":false},{"name":"Eric D. Skyllingstad","is_ca":false},{"name":"Tim Stanton","is_ca":false},{"name":"Peter P. Sullivan","is_ca":false},{"name":"Jielun Sun","is_ca":false},{"name":"John Trowbridge","is_ca":false},{"name":"Dean Vickers","is_ca":false},{"name":"Shouping Wang","is_ca":false},{"name":"Qing Wang","is_ca":false},{"name":"Robert A. Weller","is_ca":false},{"name":"John Wilkin","is_ca":false},{"name":"Dick K. P. Yue","is_ca":false},{"name":"Christopher J. Zappa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006117669079294572,"gpt":0.2064770601630317,"spread":0.2003593910837372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115864,0.0004340014,0.0004679684,0.0001886875,0.0009847925,0.0005053566,0.0004939606,0.0006131927,0.00113131],"category_scores_gemma":[0.0006946923,0.0002666665,0.0003311217,0.0002306085,0.0005672562,0.0006939126,0.0006621088,0.001285495,0.0002097722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005321387,"about_ca_system_score_gemma":0.0006950148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01272437,"about_ca_topic_score_gemma":0.02313839,"domain_scores_codex":[0.9996465,0.0001021211,0.00001497407,0.00007616042,0.00008155064,0.00007866979],"domain_scores_gemma":[0.9994816,0.0001590743,0.00005346931,0.00007896858,0.00006794532,0.0001589857],"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":[0.05187989,0.04408864,0.3162739,0.0004077786,0.0007081482,0.001781637,0.002180189,0.1158708,0.3689803,0.01438027,0.03421108,0.04923748],"study_design_scores_gemma":[0.01353235,0.02548326,0.5510748,0.00007177505,0.0002458029,0.0001825092,0.001551325,0.3077663,0.0776362,0.007579381,0.01459815,0.0002780732],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966383,0.00001165714,0.0006300677,0.0001186809,0.00002978959,0.00006147855,0.001138495,0.0000540904,0.001317293],"genre_scores_gemma":[0.9917101,0.00005284309,0.003322858,0.000149702,0.00002907824,0.0002593592,0.002826496,0.00002657419,0.001622903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01272437,"threshold_uncertainty_score":0.02530062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010816974","doi":"10.1175/2011bams3130.1","title":"Results Of A Panel Discussion About The Energy Balance Closure Correction For Trace Gases","year":2011,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":223,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Closure (psychology); TRACE (psycholinguistics); Energy balance; Environmental science; Trace gas; Panel discussion; Balance (ability); Meteorology; Political science; Business; Thermodynamics; Physics; Law; Philosophy; Psychology","authors":[{"name":"Thomas Foken","is_ca":false},{"name":"Marc Aubinet","is_ca":false},{"name":"John Finnigan","is_ca":false},{"name":"Monique Y. Leclerc","is_ca":false},{"name":"Matthias Mauder","is_ca":true},{"name":"Kyaw Tha Paw U","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02391245672897046,"gpt":0.2245510649486556,"spread":0.2006386082196852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01066119,0.001035035,0.001008698,0.001506323,0.00237485,0.00303588,0.003126676,0.004483981,0.05952668],"category_scores_gemma":[0.02827111,0.000401326,0.002780958,0.002473722,0.0005937152,0.002671326,0.001807329,0.004814343,0.009139596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002510103,"about_ca_system_score_gemma":0.00408603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04687693,"about_ca_topic_score_gemma":0.04258438,"domain_scores_codex":[0.9930249,0.001435282,0.0002243915,0.0006785766,0.004209689,0.0004271779],"domain_scores_gemma":[0.9772833,0.01172342,0.000667358,0.001136753,0.008735657,0.0004535832],"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":[0.001518934,0.0002222356,0.003070907,0.0004552961,0.0002098794,0.0002185987,0.0002057933,0.003343203,0.003145791,0.01091443,0.9485048,0.02819016],"study_design_scores_gemma":[0.0005978283,0.0002407381,0.04219181,0.001014013,0.0007143447,0.00009147413,0.001070532,0.007103568,0.02969253,0.01696364,0.9000257,0.0002936494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03845887,0.008385764,0.04537037,0.3272564,0.1041447,0.002295863,0.1787404,0.002347159,0.2930005],"genre_scores_gemma":[0.3579574,0.007355747,0.03952479,0.1057262,0.01504037,0.002739418,0.0597906,0.004100033,0.4077654],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05952668,"threshold_uncertainty_score":0.1991366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2532086395","doi":"10.1175/bams-d-16-0019.1","title":"PDRMIP: A Precipitation Driver and Response Model Intercomparison Project—Protocol and Preliminary Results","year":2016,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Climate variability and models","field":"Environmental Science","cited_by":210,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; Pacific Institute for Climate Solutions","funders":"National Institute for Environmental Studies; Japan Society for the Promotion of Science; National Aeronautics and Space Administration; Department for Environment, Food and Rural Affairs, UK Government; Norges Forskningsråd; Sight Research UK; Natural Environment Research Council; Met Office","keywords":"Precipitation; Coupled model intercomparison project; Environmental science; Climatology; Climate change; Climate model; Forcing (mathematics); Range (aeronautics); Atmospheric sciences; Meteorology; Geology; Geography","authors":[{"name":"Gunnar Myhre","is_ca":false},{"name":"Piers Forster","is_ca":false},{"name":"B. H. Samset","is_ca":false},{"name":"Øivind Hodnebrog","is_ca":false},{"name":"Jana Sillmann","is_ca":false},{"name":"S. G. Aalbergsjø","is_ca":false},{"name":"Timothy Andrews","is_ca":false},{"name":"Oliviér Boucher","is_ca":false},{"name":"G. Faluvegi","is_ca":false},{"name":"Dagmar Fläschner","is_ca":false},{"name":"Trond Iversen","is_ca":false},{"name":"Matthew Kasoar","is_ca":false},{"name":"V. V. Kharin","is_ca":true},{"name":"Alf Kirkevåg","is_ca":false},{"name":"Jean‐François Lamarque","is_ca":false},{"name":"Dirk Olivié","is_ca":false},{"name":"T. Richardson","is_ca":false},{"name":"Drew Shindell","is_ca":false},{"name":"Keith P. Shine","is_ca":false},{"name":"Camilla W. Stjern","is_ca":false},{"name":"Toshihiko Takemura","is_ca":false},{"name":"Apostolos Voulgarakis","is_ca":false},{"name":"Francis W. Zwiers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02432482170045183,"gpt":0.2796423023672091,"spread":0.2553174806667573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02506582,0.001737003,0.0009221344,0.00105475,0.002571823,0.001779392,0.004879079,0.001698786,0.0402675],"category_scores_gemma":[0.02365997,0.001509421,0.001153007,0.001536201,0.001004689,0.001458385,0.004303217,0.002917278,0.008899949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002396943,"about_ca_system_score_gemma":0.008663265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01408591,"about_ca_topic_score_gemma":0.0102488,"domain_scores_codex":[0.9928784,0.004218565,0.0007478634,0.0006605936,0.000945925,0.0005486364],"domain_scores_gemma":[0.9897764,0.00254235,0.0007399474,0.003327206,0.0027255,0.0008886836],"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":[0.03205528,0.007055692,0.03790952,0.00653536,0.001497283,0.00100864,0.002281835,0.1470441,0.03837618,0.0260233,0.5535128,0.1466999],"study_design_scores_gemma":[0.03563842,0.007981968,0.08007859,0.001887012,0.00102155,0.0003519189,0.001799978,0.1102841,0.05626405,0.02358335,0.6802403,0.0008687458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.07332671,0.0002991918,0.1401226,0.002210947,0.0006080117,0.2560507,0.4912823,0.008434257,0.0276654],"genre_scores_gemma":[0.05012451,0.0002414093,0.143372,0.0006648916,0.0001393444,0.553737,0.2458891,0.001323964,0.004507845],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.0402675,"threshold_uncertainty_score":0.1347082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2475748584","doi":"10.1175/bams-d-15-00247.1","title":"The FLASH Project: Improving the Tools for Flash Flood Monitoring and Prediction across the United States","year":2016,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":210,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Environment and Climate Change Canada; Disaster Relief Appropriations Act of 2013; University of Oklahoma","keywords":"Flash flood; Hydrometeorology; Environmental science; Flash (photography); Meteorology; Flood myth; Hydrograph; Flood forecasting; Computer science; Precipitation; Geography","authors":[{"name":"Jonathan J. Gourley","is_ca":false},{"name":"Zachary L. Flamig","is_ca":false},{"name":"Humberto Vergara","is_ca":false},{"name":"Pierre‐Emmanuel Kirstetter","is_ca":false},{"name":"Robert A. Clark","is_ca":false},{"name":"Elizabeth M. Argyle","is_ca":false},{"name":"Ami Arthur","is_ca":false},{"name":"Steven M. Martinaitis","is_ca":false},{"name":"Galateia Terti","is_ca":false},{"name":"Jessica M. Erlingis","is_ca":false},{"name":"Yang Hong","is_ca":false},{"name":"Kenneth W. Howard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01609154687157601,"gpt":0.246106165458048,"spread":0.230014618586472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001900264,0.0006640729,0.0003129948,0.0008478065,0.0002946794,0.0005221014,0.0008449532,0.000320399,0.002891593],"category_scores_gemma":[0.003862932,0.0002516667,0.0003110159,0.0006029058,0.0002176556,0.001348812,0.001055681,0.0004842143,0.0004687086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006560395,"about_ca_system_score_gemma":0.0009885493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04198877,"about_ca_topic_score_gemma":0.03587735,"domain_scores_codex":[0.99955,0.0001299937,0.00003030642,0.0001082777,0.0001556135,0.00002581356],"domain_scores_gemma":[0.9987226,0.0004143185,0.0001080629,0.0002392228,0.0003739547,0.0001417696],"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":[0.0007212774,0.0007343655,0.1420993,0.0001444353,0.0003077438,0.0003368465,0.0005878684,0.4290289,0.009900072,0.004591273,0.0796004,0.3319476],"study_design_scores_gemma":[0.000129566,0.0001751705,0.0202913,0.00002552648,0.00002327536,0.00002786753,0.0001917037,0.9651363,0.003812827,0.001393389,0.008763659,0.00002938739],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.800995,0.0003174789,0.1147368,0.001264906,0.0001623281,0.0005541415,0.02297691,0.04901677,0.00997568],"genre_scores_gemma":[0.8574719,0.0001763372,0.1146148,0.0002517694,0.00004389263,0.0003630369,0.02377476,0.000801243,0.002502424],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04198877,"threshold_uncertainty_score":0.0834887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104647352","doi":"10.1175/bams-d-14-00228.1","title":"The Midlatitude Continental Convective Clouds Experiment (MC3E)","year":2015,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":207,"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":"Middle latitudes; Environmental science; Meteorology; Mesoscale convective system; Radar; Mesoscale meteorology; Precipitation; Atmospheric sciences; Geology; Computer science; Geography","authors":[{"name":"Michael Jensen","is_ca":false},{"name":"W. A. Petersen","is_ca":false},{"name":"Aaron Bansemer","is_ca":false},{"name":"Nitin Bharadwaj","is_ca":false},{"name":"L. D. Carey","is_ca":false},{"name":"Dan Cecil","is_ca":false},{"name":"Scott Collis","is_ca":false},{"name":"Anthony D. Del Genio","is_ca":false},{"name":"Brenda Dolan","is_ca":false},{"name":"John C. Gerlach","is_ca":false},{"name":"Scott Giangrande","is_ca":false},{"name":"Andrew J. Heymsfield","is_ca":false},{"name":"Gerald M. Heymsfield","is_ca":false},{"name":"Pavlos Kollias","is_ca":true},{"name":"Timothy J. Lang","is_ca":false},{"name":"Stephen W. Nesbitt","is_ca":false},{"name":"A. Neumann","is_ca":false},{"name":"M. Poellot","is_ca":false},{"name":"Steve Rutledge","is_ca":false},{"name":"M. Schwaller","is_ca":false},{"name":"Ali Tokay","is_ca":false},{"name":"Christopher R. Williams","is_ca":false},{"name":"D. B. Wolff","is_ca":false},{"name":"Shaocheng Xie","is_ca":false},{"name":"E. J. Zipser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02684677428421208,"gpt":0.2469897114786126,"spread":0.2201429371944005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001842959,0.0004618611,0.0004464509,0.0003328856,0.001215147,0.0005055614,0.0007373447,0.0006496595,0.001115531],"category_scores_gemma":[0.0008523156,0.0002161091,0.0003048759,0.0005168582,0.0004757967,0.0006551897,0.0007642807,0.001090678,0.0002387483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069421,"about_ca_system_score_gemma":0.001216043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04512908,"about_ca_topic_score_gemma":0.07930892,"domain_scores_codex":[0.9995543,0.00008644276,0.00001923096,0.0001137261,0.0001205745,0.0001056916],"domain_scores_gemma":[0.9984276,0.0001637464,0.0002165063,0.0004033806,0.0003178456,0.0004710309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01580548,0.01593586,0.6835042,0.0002430581,0.0008781602,0.001385522,0.0008604437,0.02467007,0.07063439,0.004741037,0.1342121,0.04712969],"study_design_scores_gemma":[0.002885235,0.001273749,0.9207975,0.00004367649,0.0000918185,0.0001323035,0.0002415301,0.03104975,0.01432762,0.0006957709,0.02836845,0.00009263887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449676,0.00009359724,0.00150275,0.0006090945,0.0001476893,0.0006394021,0.04865359,0.0002968475,0.003089437],"genre_scores_gemma":[0.9143692,0.00007754024,0.01002255,0.0005042799,0.0001156096,0.0009535716,0.07180884,0.00008201433,0.002066294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04512908,"threshold_uncertainty_score":0.08973283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128765794","doi":"10.1175/bams-86-9-1275","title":"THE I3RC: Bringing Together the Most Advanced Radiative Transfer Tools for Cloudy Atmospheres","year":2005,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":206,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Radiative transfer; Environmental science; Remote sensing; Radiant energy; Computer science; Work (physics); Baseline (sea); Meteorology; Radiation; Physics; Geography; Geology","authors":[{"name":"Robert F. Cahalan","is_ca":false},{"name":"Lazaros Oreopoulos","is_ca":false},{"name":"Alexander Marshak","is_ca":false},{"name":"K. Franklin Evans","is_ca":false},{"name":"Anthony B. Davis","is_ca":false},{"name":"Robert Pincus","is_ca":false},{"name":"Ken H. Yetzer","is_ca":false},{"name":"Bernhard Mayer","is_ca":false},{"name":"Roger Davies","is_ca":false},{"name":"Thomas P. Ackerman","is_ca":false},{"name":"Howard W. Barker","is_ca":true},{"name":"Eugene E. Clothiaux","is_ca":false},{"name":"Robert G. Ellingson","is_ca":false},{"name":"M. J. Garay","is_ca":false},{"name":"Evgueni Kassianov","is_ca":false},{"name":"Stefan Kinne","is_ca":false},{"name":"Andreas Macke","is_ca":false},{"name":"W. O'Hirok","is_ca":false},{"name":"Philip T. Partain","is_ca":false},{"name":"S. M. Prigarin","is_ca":false},{"name":"A. N. Rublev","is_ca":false},{"name":"Graeme L. Stephens","is_ca":false},{"name":"Frédéric Szczap","is_ca":false},{"name":"E. E. Takara","is_ca":false},{"name":"Tamás Várnai","is_ca":false},{"name":"Guoyong Wen","is_ca":false},{"name":"T. B. Zhuravleva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009425106186766822,"gpt":0.2281864754984881,"spread":0.2187613693117213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005967896,0.001507743,0.001384966,0.001879626,0.0009560005,0.0033164,0.004702564,0.003074958,0.007746856],"category_scores_gemma":[0.008864955,0.001010865,0.002824183,0.002080648,0.0008458888,0.003796035,0.004495901,0.004036417,0.006623756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009989785,"about_ca_system_score_gemma":0.002418352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008839928,"about_ca_topic_score_gemma":0.003637518,"domain_scores_codex":[0.9971232,0.0005180255,0.0001588834,0.0003077483,0.001562133,0.0003299642],"domain_scores_gemma":[0.9959161,0.000709787,0.0002409166,0.001124082,0.001281116,0.0007280119],"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":[0.0004421385,0.0003263576,0.002964966,0.0004526406,0.0001966075,0.0004824003,0.0007542417,0.07191722,0.03308491,0.02807425,0.2203619,0.6409423],"study_design_scores_gemma":[0.0003863945,0.0002474794,0.003052752,0.00027038,0.0001304793,0.0004819958,0.0001593343,0.2289023,0.03189012,0.0255009,0.7086059,0.0003720853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009446776,0.003329609,0.890214,0.003376485,0.001651399,0.0003938828,0.002987077,0.07020298,0.01839784],"genre_scores_gemma":[0.02919422,0.001942664,0.9429494,0.0007153648,0.0006925471,0.0003154973,0.004857874,0.01376163,0.005570818],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008839928,"threshold_uncertainty_score":0.03156167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989351359","doi":"10.1175/bams-d-13-00180.1","title":"Clouds, Aerosols, and Precipitation in the Marine Boundary Layer: An Arm Mobile Facility Deployment","year":2014,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":206,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Goddard Space Flight Center; Biological and Environmental Research; Office of Science; Colorado State University; U.S. Department of Energy","keywords":"Environmental science; Precipitation; Atmospheric sciences; Cloud base; Cloud cover; Aerosol; Marine stratocumulus; Troposphere; Climatology; Meteorology; Cloud computing; Geology; Geography","authors":[{"name":"Robert Wood","is_ca":false},{"name":"M. C. Wyant","is_ca":false},{"name":"Christopher S. Bretherton","is_ca":false},{"name":"Jasmine Rémillard","is_ca":false},{"name":"Pavlos Kollias","is_ca":true},{"name":"Jennifer K. Fletcher","is_ca":false},{"name":"Jayson Stemmler","is_ca":false},{"name":"Simon P. de Szoeke","is_ca":false},{"name":"Sandra E. Yuter","is_ca":false},{"name":"Matthew A. Miller","is_ca":false},{"name":"David B. Mechem","is_ca":false},{"name":"George Tselioudis","is_ca":false},{"name":"J. Christine Chiu","is_ca":false},{"name":"Julian A. L. Mann","is_ca":false},{"name":"Ewan O’Connor","is_ca":false},{"name":"Robin J. Hogan","is_ca":false},{"name":"Xiquan Dong","is_ca":false},{"name":"Mark A. Miller","is_ca":false},{"name":"Virendra P. Ghate","is_ca":false},{"name":"Anne Jefferson","is_ca":false},{"name":"Qilong Min","is_ca":false},{"name":"Patrick Minnis","is_ca":false},{"name":"Rabindra Palikonda","is_ca":false},{"name":"Bruce Albrecht","is_ca":false},{"name":"Edward Luke","is_ca":false},{"name":"Cécile Hannay","is_ca":false},{"name":"Yanluan Lin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00960490222926339,"gpt":0.2292135897012599,"spread":0.2196086874719965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005871559,0.0003881251,0.0002296078,0.0004307361,0.0004166738,0.0003679375,0.0005794562,0.0004395304,0.0007145075],"category_scores_gemma":[0.0007455038,0.0001510013,0.000191638,0.0006211554,0.0001783572,0.0003666526,0.0006446239,0.0006180509,0.0002263223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375269,"about_ca_system_score_gemma":0.0004829367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1039515,"about_ca_topic_score_gemma":0.1057347,"domain_scores_codex":[0.9997033,0.00006076461,0.00001115087,0.00007162539,0.00008457517,0.00006844678],"domain_scores_gemma":[0.9994441,0.00008202242,0.00007519833,0.00008111515,0.000135729,0.0001818506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001723968,0.001441171,0.867058,0.00007371196,0.0002048322,0.001501349,0.0009923973,0.04009809,0.02737108,0.0004225044,0.008925543,0.05018744],"study_design_scores_gemma":[0.0002610126,0.001282952,0.8846065,0.00001754362,0.00006263317,0.0001358455,0.001014507,0.1035829,0.004521832,0.0001129576,0.004355582,0.00004583749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974225,0.00001461174,0.0001616662,0.0001085731,0.000004501026,0.00002267011,0.001456347,0.0001122186,0.000696967],"genre_scores_gemma":[0.9948737,0.0000213846,0.001232112,0.00003927474,0.00000821926,0.00001814518,0.0034166,0.00001104419,0.0003795561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1039515,"threshold_uncertainty_score":0.2066929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2601151695","doi":"10.1175/bams-d-16-0182.1","title":"The Olympic Mountains Experiment (OLYMPEX)","year":2017,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":205,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Snow; Precipitation; Environmental science; Global Precipitation Measurement; Satellite; Meteorology; Climatology; Dropsonde; Peninsula; Geology; Geography","authors":[{"name":"Robert A. Houze","is_ca":false},{"name":"Lynn A. McMurdie","is_ca":false},{"name":"Walter A. Petersen","is_ca":false},{"name":"M. Schwaller","is_ca":false},{"name":"William Baccus","is_ca":false},{"name":"Jessica D. Lundquist","is_ca":false},{"name":"Clifford F. Mass","is_ca":false},{"name":"Bart Nijssen","is_ca":false},{"name":"Steven A. Rutledge","is_ca":false},{"name":"David Hudak","is_ca":true},{"name":"Simone Tanelli","is_ca":false},{"name":"Gerald G. Mace","is_ca":false},{"name":"Michael R. Poellot","is_ca":false},{"name":"Dennis P. Lettenmaier","is_ca":false},{"name":"Joseph P. Zagrodnik","is_ca":false},{"name":"Angela K. Rowe","is_ca":false},{"name":"Jennifer C. DeHart","is_ca":false},{"name":"Luke Madaus","is_ca":false},{"name":"Hannah C. Barnes","is_ca":false},{"name":"V. Chandrasekar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02390508888947828,"gpt":0.2509326899756226,"spread":0.2270276010861443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001802182,0.0004874,0.00039662,0.0003252432,0.0009991189,0.0009033349,0.0005371914,0.000399531,0.004575432],"category_scores_gemma":[0.0008095047,0.0003063059,0.000221926,0.0003996765,0.0004957391,0.0004769928,0.0007514188,0.001017301,0.0008029772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006638545,"about_ca_system_score_gemma":0.0008291312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03309107,"about_ca_topic_score_gemma":0.08245624,"domain_scores_codex":[0.9994897,0.0002003782,0.00002467256,0.0001186189,0.0001074892,0.00005914025],"domain_scores_gemma":[0.9988075,0.0001504962,0.0001870315,0.0002687809,0.0002169008,0.0003691883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02071743,0.01467616,0.6858191,0.000228439,0.001237676,0.001000181,0.001300651,0.003427194,0.01627247,0.004382683,0.2247118,0.02622622],"study_design_scores_gemma":[0.001521197,0.001540578,0.9508593,0.00002598191,0.0001174431,0.00007700777,0.0005624091,0.001519541,0.001548163,0.0003435289,0.04185415,0.00003069883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583471,0.000116781,0.0007786503,0.0005719723,0.0002336051,0.0005310415,0.02201459,0.0001309934,0.01727518],"genre_scores_gemma":[0.9030344,0.0001912185,0.004065621,0.001060925,0.0003010829,0.002500767,0.06161263,0.0001211482,0.02711215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03309107,"threshold_uncertainty_score":0.06579691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016113350","doi":"10.1175/bams-d-11-00145.1","title":"Assessing and Understanding the Impact of Stratospheric Dynamics and Variability on the Earth System","year":2012,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":196,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"U.S. Naval Research Laboratory; Climate Program Office; Office of Naval Research; Japan Agency for Marine-Earth Science and Technology; Goddard Institute for Space Studies; National Aeronautics and Space Administration; Met Office; U.S. Department of Energy; Division of Atmospheric and Geospace Sciences; Goddard Space Flight Center; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Stratosphere; Environmental science; Climatology; Climate model; Coupled model intercomparison project; Atmospheric sciences; Predictability; Sudden stratospheric warming; Climate change; Troposphere; Polar vortex; Geology; Oceanography","authors":[{"name":"Edwin P. Gerber","is_ca":false},{"name":"Amy H. Butler","is_ca":false},{"name":"Natalia Calvo","is_ca":false},{"name":"Andrew Charlton‐Perez","is_ca":false},{"name":"M. A. Giorgetta","is_ca":false},{"name":"Elisa Manzini","is_ca":false},{"name":"Judith Perlwitz","is_ca":false},{"name":"Lorenzo M. Polvani","is_ca":false},{"name":"Fabrizio Sassi","is_ca":false},{"name":"Adam A. Scaife","is_ca":false},{"name":"Tiffany A. Shaw","is_ca":false},{"name":"Seok‐Woo Son","is_ca":true},{"name":"Shingo Watanabe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02737033565474118,"gpt":0.2498143197031288,"spread":0.2224439840483876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00197675,0.0006783017,0.0005725616,0.0009099889,0.0005481113,0.002689415,0.0005127594,0.0009182308,0.001796346],"category_scores_gemma":[0.008198853,0.0003328806,0.0007540233,0.001123774,0.0005558078,0.003710781,0.001524233,0.001355803,0.0002084997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001477711,"about_ca_system_score_gemma":0.002106372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07436036,"about_ca_topic_score_gemma":0.06430417,"domain_scores_codex":[0.9992818,0.0003589744,0.00003862123,0.00007920325,0.0001528938,0.00008858161],"domain_scores_gemma":[0.9975075,0.001689205,0.0002929299,0.0001470522,0.000210747,0.0001526198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001489538,0.0001571937,0.4750613,0.0003205864,0.0008215528,0.0001734519,0.0003148636,0.429546,0.00416,0.01274865,0.004804567,0.07174277],"study_design_scores_gemma":[0.00003137905,0.0001965055,0.5048682,0.0001341524,0.0003975665,0.00007227144,0.001094849,0.4461996,0.001978575,0.03227323,0.01264369,0.0001100142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9363035,0.005219505,0.02024547,0.01114794,0.0002814709,0.00007606707,0.005796466,0.0002403829,0.02068911],"genre_scores_gemma":[0.9895492,0.004692123,0.003676696,0.0002663829,0.0001174065,0.00001859403,0.001202841,0.0000467412,0.0004300447],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07436036,"threshold_uncertainty_score":0.1478551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966212788","doi":"10.1175/bams-d-13-00131.1","title":"The MATERHORN: Unraveling the Intricacies of Mountain Weather","year":2015,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":193,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Mesoscale meteorology; Terrain; Meteorology; Multidisciplinary approach; Forcing (mathematics); Weather modification; Weather forecasting; Environmental science; Geography; Climatology; Geology; Cartography","authors":[{"name":"Harindra J. S. Fernando","is_ca":false},{"name":"Eric R. Pardyjak","is_ca":false},{"name":"Silvana Di Sabatino","is_ca":false},{"name":"Fotini Katopodes Chow","is_ca":false},{"name":"Stephan F. J. De Wekker","is_ca":false},{"name":"Sebastian W. Hoch","is_ca":false},{"name":"Joshua P. Hacker","is_ca":false},{"name":"John Pace","is_ca":false},{"name":"Thomas G. Pratt","is_ca":false},{"name":"Zhaoxia Pu","is_ca":false},{"name":"W. James Steenburgh","is_ca":false},{"name":"C. David Whiteman","is_ca":false},{"name":"Y. Wang","is_ca":false},{"name":"Dragan Zajic","is_ca":false},{"name":"B. B. Balsley","is_ca":false},{"name":"Reneta Dimitrova","is_ca":false},{"name":"G. D. Emmitt","is_ca":false},{"name":"C. W. Higgins","is_ca":false},{"name":"J. C. R. Hunt","is_ca":false},{"name":"Jason C. Knievel","is_ca":false},{"name":"Dale Lawrence","is_ca":false},{"name":"Y. Liu","is_ca":false},{"name":"Daniel F. Nadeau","is_ca":true},{"name":"E. Kit","is_ca":false},{"name":"Byron Blomquist","is_ca":false},{"name":"Patrick Conry","is_ca":false},{"name":"Ronald Scott Coppersmith","is_ca":false},{"name":"Edward Creegan","is_ca":false},{"name":"Melvin Felton","is_ca":false},{"name":"Andrey A. Grachev","is_ca":false},{"name":"Nipun Gunawardena","is_ca":false},{"name":"Chaoxun Hang","is_ca":false},{"name":"C. M. Hocut","is_ca":false},{"name":"Giap Huynh","is_ca":false},{"name":"Matthew E. Jeglum","is_ca":false},{"name":"Derek D. Jensen","is_ca":false},{"name":"V. Kulandaivelu","is_ca":false},{"name":"Manuela Lehner","is_ca":false},{"name":"Laura S. Leo","is_ca":false},{"name":"Dan Liberzon","is_ca":false},{"name":"Jeffrey D. Massey","is_ca":false},{"name":"K. McEnerney","is_ca":false},{"name":"Sandip Pal","is_ca":false},{"name":"Timothy A. Price","is_ca":false},{"name":"Mark Sghiatti","is_ca":false},{"name":"Z. Silver","is_ca":false},{"name":"M.Y. Thompson","is_ca":false},{"name":"H. Zhang","is_ca":false},{"name":"Tamás Zsedrovits","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02599215172614684,"gpt":0.2327249425560056,"spread":0.2067327908298588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003837927,0.0002478269,0.0002428267,0.0002943616,0.0002488671,0.001421133,0.0003239126,0.0003416945,0.001088394],"category_scores_gemma":[0.001071351,0.0001796883,0.0003045459,0.0003933097,0.0005013291,0.00158655,0.0009394796,0.0007576683,0.0001292227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002281605,"about_ca_system_score_gemma":0.0003747472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023147,"about_ca_topic_score_gemma":0.01008219,"domain_scores_codex":[0.9999167,0.00003329746,0.000003950656,0.00001708291,0.000018236,0.00001075449],"domain_scores_gemma":[0.9997,0.000130189,0.00005257397,0.00005673304,0.00002846556,0.00003215941],"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":[0.0002015857,0.0001259147,0.1176677,0.0003778584,0.00021218,0.0002947477,0.0006200678,0.605984,0.01441989,0.07229072,0.01545352,0.1723517],"study_design_scores_gemma":[0.00002578578,0.00004179096,0.03739978,0.00005819029,0.00002632337,0.00004075771,0.0002478859,0.9237628,0.000978508,0.02123933,0.01614996,0.00002893152],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8132985,0.007321106,0.1422438,0.008339067,0.0004776661,0.00006595002,0.001900158,0.001956463,0.02439714],"genre_scores_gemma":[0.9704875,0.002023883,0.02569381,0.0001440639,0.0002908902,0.00001652818,0.0004829482,0.000108584,0.0007517788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01023147,"threshold_uncertainty_score":0.02034384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3084141600","doi":"10.1175/bams-d-19-0329.1","title":"Scientific and Human Errors in a Snow Model Intercomparison","year":2020,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":191,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Environment and Climate Change Canada","funders":"Global Water Futures; Commonwealth Scientific and Industrial Research Organisation; Russian Foundation for Basic Research; Horizon 2020 Framework Programme; Ministry of Education, Culture, Sports, Science and Technology; Russian Science Foundation; National Oceanic and Atmospheric Administration; Sight Research UK; Canada Research Chairs; Department for Environment, Food and Rural Affairs, UK Government; Natural Environment Research Council; Met Office","keywords":"Snow; Albedo (alchemy); Computer science; Earth system science; Field (mathematics); Environmental science; Identification (biology); Climatology; Meteorology; Geography; Geology; Ecology; Mathematics","authors":[{"name":"Cécile B. Ménard","is_ca":false},{"name":"Richard Essery","is_ca":false},{"name":"Gerhard Krinner","is_ca":false},{"name":"Gabriele Arduini","is_ca":false},{"name":"Paul Bartlett","is_ca":true},{"name":"Aaron Boone","is_ca":false},{"name":"Claire Brutel-Vuilmet","is_ca":false},{"name":"Eleanor Burke","is_ca":false},{"name":"Matthias Cuntz","is_ca":false},{"name":"Yongjiu Dai","is_ca":false},{"name":"Bertrand Decharme","is_ca":true},{"name":"Emanuel Dutra","is_ca":false},{"name":"Xing Fang","is_ca":true},{"name":"Charles Fierz","is_ca":false},{"name":"Yeugeniy M. Gusev","is_ca":false},{"name":"Stefan Hagemann","is_ca":false},{"name":"Vanessa Haverd","is_ca":false},{"name":"Hyungjun Kim","is_ca":false},{"name":"Matthieu Lafaysse","is_ca":false},{"name":"Thomas Marke","is_ca":false},{"name":"О. Н. Насонова","is_ca":false},{"name":"Tomoko Nitta","is_ca":false},{"name":"Masashi Niwano","is_ca":false},{"name":"John W. Pomeroy","is_ca":true},{"name":"Gerd Schädler","is_ca":false},{"name":"В. А. Семенов","is_ca":false},{"name":"Tatiana G. Smirnova","is_ca":false},{"name":"Ulrich Strasser","is_ca":false},{"name":"Sean Swenson","is_ca":false},{"name":"D. V. Turkov","is_ca":false},{"name":"Nander Wever","is_ca":false},{"name":"Hua Yuan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04249280842949562,"gpt":0.2473163480662852,"spread":0.2048235396367896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1060289,0.000577943,0.0005307538,0.002756541,0.003965245,0.003719034,0.001928454,0.001167215,0.001404816],"category_scores_gemma":[0.1585444,0.0004830212,0.0007297641,0.00272805,0.003680351,0.002664742,0.004648696,0.001576593,0.0002717069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00452074,"about_ca_system_score_gemma":0.00619255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01736156,"about_ca_topic_score_gemma":0.01645882,"domain_scores_codex":[0.9012891,0.07369187,0.00409536,0.005716975,0.01328652,0.001920152],"domain_scores_gemma":[0.7652242,0.1710946,0.01699635,0.02362137,0.0209115,0.002151946],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001280196,0.0005859419,0.4251275,0.0008477334,0.0009352571,0.001904315,0.07396634,0.06623021,0.005931361,0.02072794,0.0248218,0.3776413],"study_design_scores_gemma":[0.0004975362,0.001025998,0.4415283,0.002015477,0.0006757389,0.001159678,0.1223701,0.1704374,0.02120378,0.09638485,0.1420597,0.0006414256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244732,0.001296651,0.03258755,0.01543139,0.0007950686,0.0003245127,0.0005971722,0.00060251,0.02389196],"genre_scores_gemma":[0.990118,0.0001589657,0.00784935,0.0006708701,0.00008927345,0.00008547787,0.0001929555,0.0001006042,0.0007346288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8939711,"threshold_uncertainty_score":0.5607411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972595248","doi":"10.1175/bams-d-19-0040.1","title":"Unlocking Pre-1850 Instrumental Meteorological Records: A Global Inventory","year":2019,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":189,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Environment Research Council; Centers for Disease Control and Prevention; Sight Research UK","keywords":"Context (archaeology); Environmental science; Climatology; Climate change; Precipitation; Metadata; Arctic; Meteorology; Geography; Computer science; Oceanography","authors":[{"name":"Stefan Brönnimann","is_ca":false},{"name":"Rob Allan","is_ca":false},{"name":"Linden Ashcroft","is_ca":false},{"name":"Saba Baer","is_ca":false},{"name":"Mariano Barriendos","is_ca":false},{"name":"Rudolf Brázdil","is_ca":false},{"name":"Yuri Brugnara","is_ca":false},{"name":"Manola Brunet","is_ca":false},{"name":"Michele Brunetti","is_ca":false},{"name":"Barbara Chimani","is_ca":false},{"name":"Richard Cornes","is_ca":false},{"name":"Fernando Domínguez‐Castro","is_ca":false},{"name":"Janusz Filipiak","is_ca":false},{"name":"Dimitra Founda","is_ca":false},{"name":"Ricardo García‐Herrera","is_ca":false},{"name":"Joëlle Gergis","is_ca":false},{"name":"Stefan Grab","is_ca":false},{"name":"Lisa Hannak","is_ca":false},{"name":"Heli Huhtamaa","is_ca":false},{"name":"Kim Jacobsen","is_ca":false},{"name":"P. D. Jones","is_ca":false},{"name":"Sylvie Jourdain","is_ca":false},{"name":"Andrea Kiss","is_ca":false},{"name":"Kuan‐Hui Elaine Lin","is_ca":false},{"name":"Andrew Lorrey","is_ca":false},{"name":"Elin Lundstad","is_ca":false},{"name":"Jürg Luterbacher","is_ca":false},{"name":"Franz Mauelshagen","is_ca":false},{"name":"Maurizio Maugeri","is_ca":false},{"name":"Nicolas Maughan","is_ca":false},{"name":"Anders Moberg","is_ca":false},{"name":"Raphael Neukom","is_ca":false},{"name":"Sharon E. Nicholson","is_ca":false},{"name":"Simon Noone","is_ca":false},{"name":"Øyvind Nordli","is_ca":false},{"name":"Kristín Ólafsdóttir","is_ca":false},{"name":"Petra R. Pearce","is_ca":false},{"name":"Lucas Pfister","is_ca":false},{"name":"Kathleen Pribyl","is_ca":false},{"name":"Rajmund Przybylak","is_ca":false},{"name":"Christa Pudmenzky","is_ca":false},{"name":"Dubravka Rasol","is_ca":false},{"name":"Delia Reichenbach","is_ca":false},{"name":"Ladislava Řezníčková","is_ca":false},{"name":"F. S. Rodrigo","is_ca":false},{"name":"Christian Röhr","is_ca":false},{"name":"Oleg Skrynyk","is_ca":false},{"name":"Victoria Slonosky","is_ca":true},{"name":"Peter Thorne","is_ca":false},{"name":"M. A. Valente","is_ca":false},{"name":"J. M. Vaquero","is_ca":false},{"name":"Nancy E. Westcottt","is_ca":false},{"name":"Fiona Williamson","is_ca":false},{"name":"Przemysław Wyszyński","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01442830463614171,"gpt":0.234806321887577,"spread":0.2203780172514353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002701952,0.0004951075,0.0003621634,0.01540409,0.0004212021,0.001316227,0.0008207107,0.0002509981,0.002034352],"category_scores_gemma":[0.006538602,0.00029888,0.0003541192,0.02291952,0.0004503939,0.002408993,0.001870996,0.0005976429,0.001172913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009978147,"about_ca_system_score_gemma":0.003796944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02652004,"about_ca_topic_score_gemma":0.02796097,"domain_scores_codex":[0.9990686,0.0001177963,0.0002604185,0.0001837741,0.0002911968,0.00007823917],"domain_scores_gemma":[0.9905833,0.001227209,0.002071804,0.002011826,0.003477277,0.0006285062],"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":[0.000151629,0.00009998219,0.3464076,0.002722471,0.000391526,0.0005134732,0.004923817,0.006107892,0.01033785,0.01196598,0.07188731,0.5444905],"study_design_scores_gemma":[0.000008801459,0.00007921692,0.4783888,0.001260494,0.000127774,0.0002733337,0.002076062,0.001766423,0.003053193,0.00148913,0.5114068,0.00006990455],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3506667,0.01159144,0.03260262,0.002542488,0.0006415108,0.0005321376,0.5710504,0.001692968,0.02867974],"genre_scores_gemma":[0.2963438,0.01188525,0.1207477,0.0004529959,0.0003637341,0.0005318275,0.5634218,0.0006774534,0.005575413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02652004,"threshold_uncertainty_score":0.05273134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}