{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":30,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":30,"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":"3c8e260b8b28","filters":{"venue":"Fundamental Research"}},"results":[{"id":"W3207562300","doi":"10.1016/j.fmre.2021.06.022","title":"Recent progress in the thermal treatment of oilseeds and oil oxidative stability: A review","year":2021,"lang":"en","type":"review","venue":"Fundamental Research","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Guangzhou Municipal Science and Technology Project; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Maillard reaction; Chemistry; Roasting; Food science; Degree of unsaturation; Vegetable oil; Antioxidant; Oxidative phosphorylation; Polyphenol; Tocopherol; Lipid oxidation; Yield (engineering); Flavor; Organic chemistry; Biochemistry; Vitamin E; Materials science","authors":[{"name":"Zizhe Cai","is_ca":false},{"name":"Ke-yao Li","is_ca":false},{"name":"Wan Jun Lee","is_ca":false},{"name":"Martin T.J. Reaney","is_ca":true},{"name":"Ning Zhang","is_ca":false},{"name":"Yong Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3624147074122926,"gpt":0.5092348008588918,"spread":0.1468200934465992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000605453,0.001222643,0.00154789,0.003481631,0.000377803,0.00109811,0.0007471617,0.0009966646,0.003941056],"category_scores_gemma":[0.0008091604,0.0004477281,0.0009621928,0.003604199,0.0003126066,0.001862386,0.0006469024,0.001220533,0.001416918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005006591,"about_ca_system_score_gemma":0.001258591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155442,"about_ca_topic_score_gemma":0.001368393,"domain_scores_codex":[0.9997388,0.00003424346,0.00005373665,0.00006432,0.000080965,0.00002803284],"domain_scores_gemma":[0.9993925,0.0002663278,0.0001223675,0.00001857836,0.00015658,0.00004371054],"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":[0.0001660845,0.0001803033,0.0007223089,0.09637494,0.000286907,0.0004086771,0.0002207606,0.0009206628,0.01292553,0.002873337,0.0233396,0.8615808],"study_design_scores_gemma":[0.00001948214,0.0002843771,0.002266371,0.004705548,0.0006071933,0.001239026,0.0001672871,0.0002853315,0.0045737,0.001368518,0.984421,0.00006208392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005442995,0.9978169,0.0003380385,0.0001494895,0.0002369122,0.000007992119,0.0000434918,0.00001523653,0.0008475729],"genre_scores_gemma":[0.001393294,0.9972342,0.0004131365,0.000162173,0.0002027566,0.00001069594,0.00008847228,0.0000032137,0.0004920741],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003941056,"threshold_uncertainty_score":0.01318413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288070278","doi":"10.1016/j.fmre.2022.07.007","title":"Carbon transportation, transformation, and sedimentation processes at the land-river-estuary continuum","year":2022,"lang":"en","type":"review","venue":"Fundamental Research","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Natural Science Foundation of China; McGill University","keywords":"Estuary; Environmental science; Ecosystem; Hydrology (agriculture); Terrestrial ecosystem; Land use; Ecology; Oceanography; Geology","authors":[{"name":"Yang Gao","is_ca":false},{"name":"Junjie Jia","is_ca":false},{"name":"Yao Lü","is_ca":false},{"name":"Kun Sun","is_ca":false},{"name":"Jing Wang","is_ca":false},{"name":"Shuoyue Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08247074964287024,"gpt":0.3335260086650539,"spread":0.2510552590221836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002288566,0.0002328788,0.0001943391,0.0006394954,0.0005714246,0.0009471104,0.0002847296,0.0004017031,0.0008121867],"category_scores_gemma":[0.0003052747,0.00012929,0.0003150961,0.001002892,0.0004950065,0.001156099,0.0006695758,0.0002574778,0.0001078961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008122664,"about_ca_system_score_gemma":0.0004456751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009666358,"about_ca_topic_score_gemma":0.009181019,"domain_scores_codex":[0.9999062,0.00001664831,0.000007400144,0.00003126972,0.00001985396,0.00001862789],"domain_scores_gemma":[0.9998339,0.0000469493,0.00005758067,0.00001155219,0.00003074175,0.00001917022],"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":[0.000286721,0.0001872603,0.7671785,0.0002403936,0.0001563049,0.001004966,0.001318738,0.03484672,0.1271102,0.01244625,0.0003947268,0.05482923],"study_design_scores_gemma":[0.00001408123,0.0001095126,0.9472183,0.00002047386,0.00007626275,0.0001972283,0.00114305,0.03604777,0.009418217,0.003570941,0.002148655,0.00003541899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9930913,0.0002641201,0.004353444,0.00004947633,0.000002742025,0.000009722882,0.0001047882,0.00003907038,0.002085188],"genre_scores_gemma":[0.9984803,0.000134933,0.0009325604,0.00000890405,0.000001884981,0.000007195319,0.00006316835,0.000005104961,0.0003660308],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009666358,"threshold_uncertainty_score":0.01922017,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4212879846","doi":"10.1016/j.fmre.2022.02.001","title":"The status of carbon neutrality of the world's top 5 CO2 emitters as seen by carbon satellites","year":2022,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":37,"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":"National Key Research and Development Program of China; Center for High Performance Computing; National Natural Science Foundation of China; National University's Basic Research Foundation of China; Fundamental Research Funds for the Central Universities; Nanjing University; Ministry of Science and Technology of the People's Republic of China; National Aeronautics and Space Administration","keywords":"Carbon neutrality; China; Environmental science; Carbon fibers; Greenhouse gas; European union; Atmospheric sciences; Geography; International trade; Mathematics; Geology; Business; Oceanography","authors":[{"name":"Fei Jiang","is_ca":false},{"name":"Wei He","is_ca":false},{"name":"Weimin Ju","is_ca":false},{"name":"Hengmao Wang","is_ca":false},{"name":"Mousong Wu","is_ca":false},{"name":"Jun Wang","is_ca":false},{"name":"Shuzhuang Feng","is_ca":false},{"name":"Lingyu Zhang","is_ca":false},{"name":"Jing M. Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01871672021848191,"gpt":0.2909481089077,"spread":0.272231388689218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001155301,0.0003873814,0.000249693,0.0005542252,0.0003733725,0.0009980201,0.0003617235,0.00034858,0.0003690501],"category_scores_gemma":[0.001342219,0.0001834467,0.0003243122,0.000602545,0.0003991499,0.001269571,0.0005217434,0.0004135429,0.00008041025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005440577,"about_ca_system_score_gemma":0.000640122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02462568,"about_ca_topic_score_gemma":0.02481062,"domain_scores_codex":[0.9996707,0.00006852065,0.00002614355,0.00008600769,0.0000881868,0.00006049198],"domain_scores_gemma":[0.9996449,0.00006237447,0.00007373589,0.00004202907,0.0001448926,0.00003204223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003114558,0.00005290321,0.8368499,0.0002062009,0.0003791546,0.0001604804,0.0004519577,0.06542267,0.02350677,0.002777444,0.001193088,0.068688],"study_design_scores_gemma":[0.00005156832,0.0001160536,0.6640913,0.00009954757,0.000291031,0.0001489352,0.0008313582,0.2939737,0.02751803,0.002907102,0.009835188,0.0001363143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912642,0.0007083286,0.004250638,0.0002380982,0.00002917918,0.000008243325,0.0008018438,0.0001901845,0.002509252],"genre_scores_gemma":[0.9971499,0.0001555843,0.002089556,0.00002329592,0.00000655378,0.000003534582,0.0004647603,0.00001515086,0.00009182144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02462568,"threshold_uncertainty_score":0.04896468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392013892","doi":"10.1016/j.fmre.2023.12.023","title":"Chemical recycling of waste plastics: Current challenges and perspectives","year":2024,"lang":"en","type":"review","venue":"Fundamental Research","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Chinese Academy of Sciences; Canadian Anesthesiologists' Society","keywords":"Deconstruction (building); General partnership; Context (archaeology); Waste management; Refining (metallurgy); Plastic waste; Raw material; Business; Engineering; Materials science","authors":[{"name":"Leilei Cheng","is_ca":false},{"name":"Xueru Chen","is_ca":false},{"name":"Jing Gu","is_ca":false},{"name":"Noriyuki Kobayashi","is_ca":false},{"name":"Haoran Yuan","is_ca":false},{"name":"Yong Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3529925177339354,"gpt":0.473222272010576,"spread":0.1202297542766407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001503889,0.0008665671,0.001388285,0.00210119,0.000477893,0.001980832,0.001023546,0.00168567,0.005006492],"category_scores_gemma":[0.001164885,0.0003785491,0.0006754362,0.002589411,0.0008212106,0.003309571,0.001156408,0.002029299,0.001767264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007831607,"about_ca_system_score_gemma":0.002347992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481839,"about_ca_topic_score_gemma":0.002883985,"domain_scores_codex":[0.9996306,0.00006836236,0.0000411146,0.00006080448,0.0001348832,0.00006425627],"domain_scores_gemma":[0.9993316,0.0003121709,0.00007796187,0.00002476044,0.0002038797,0.0000497465],"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":[0.00009174483,0.0001375719,0.0002423962,0.04583267,0.00009421214,0.0003595054,0.0002214542,0.001141538,0.005658324,0.02351674,0.02870027,0.8940037],"study_design_scores_gemma":[0.000006500317,0.00008646541,0.0004226597,0.005937684,0.00009503053,0.0006012075,0.0002464374,0.0001545593,0.00104888,0.006943115,0.9844338,0.00002359448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002142517,0.9979705,0.0001585291,0.000574266,0.0001680171,0.000002239198,0.00001425254,0.000006023211,0.0008918021],"genre_scores_gemma":[0.001140883,0.9979734,0.0001349314,0.0002315684,0.0001335119,0.00000387601,0.0000160326,0.000001340569,0.0003644045],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005006492,"threshold_uncertainty_score":0.01674837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200053657","doi":"10.1016/j.fmre.2021.10.009","title":"Comparisons of the Paleo-Mesoproterozoic large igneous provinces and black shales in the North China and North Australian cratons","year":2021,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"National Key Research and Development Program of China Stem Cell and Translational Research; National Key Research and Development Program of China; Russian Foundation for Basic Research; National Natural Science Foundation of China","keywords":"Craton; Geology; Large igneous province; Intraplate earthquake; Precambrian; Geochemistry; Rodinia; Igneous rock; Mafic; Paleontology; Tectonics; Magmatism","authors":[{"name":"Shuan‐Hong Zhang","is_ca":false},{"name":"Richard E. Ernst","is_ca":true},{"name":"Tim J. Munson","is_ca":false},{"name":"Junling Pei","is_ca":false},{"name":"Guohui Hu","is_ca":false},{"name":"Jianmin Liu","is_ca":false},{"name":"Qiqi Zhang","is_ca":false},{"name":"Yuhang Cai","is_ca":false},{"name":"Yue Zhao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05522216029734522,"gpt":0.2889682926798688,"spread":0.2337461323825236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002726041,0.0002089952,0.0001560602,0.002983266,0.0006080878,0.0004288917,0.0001945299,0.0002298374,0.001196203],"category_scores_gemma":[0.0004400698,0.0002235555,0.0002615566,0.00150958,0.0005481393,0.0002830221,0.0008180182,0.0001803627,0.0001536548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236156,"about_ca_system_score_gemma":0.000826727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1241246,"about_ca_topic_score_gemma":0.3584187,"domain_scores_codex":[0.9998504,0.00001187678,0.00001435342,0.00004280437,0.00003813386,0.00004250997],"domain_scores_gemma":[0.9997306,0.00002974384,0.00006469967,0.000020206,0.00008883615,0.00006591023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000262082,0.00002795866,0.8969395,0.0001740325,0.0001751633,0.0008455839,0.009813347,0.0007972235,0.04829982,0.0008573466,0.0002108297,0.04159716],"study_design_scores_gemma":[8.009771e-7,0.000006791237,0.9992967,0.000003332812,0.000006212325,0.00003744543,0.0001821385,0.00006022303,0.0001423066,0.00001015046,0.0002525819,0.000001418071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980945,0.0002595349,0.00004429861,0.00001302227,0.000001061693,0.000004316682,0.00006934887,0.000002712268,0.001511209],"genre_scores_gemma":[0.9986474,0.0001777726,0.0001103612,0.000009605741,0.00000113823,0.000004498459,0.0001457411,0.00000190794,0.0009015329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1241246,"threshold_uncertainty_score":0.2468042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306971001","doi":"10.1016/j.fmre.2022.09.024","title":"Carbon fluxes and soil carbon dynamics along a gradient of biogeomorphic succession in alpine wetlands of Tibetan Plateau","year":2022,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Ecological succession; Carbon cycle; Wetland; Environmental science; Ecosystem; Soil carbon; Climate change; Plateau (mathematics); Carbon sequestration; Carbon fibers; Ecology; Greenhouse gas; Hydrology (agriculture); Carbon dioxide; Soil water; Soil science; Geology; Biology","authors":[{"name":"Hao Wang","is_ca":false},{"name":"Lingfei Yu","is_ca":false},{"name":"Litong Chen","is_ca":false},{"name":"Zhenhua Zhang","is_ca":false},{"name":"Xuefei Li","is_ca":false},{"name":"Naishen Liang","is_ca":false},{"name":"Changhui Peng","is_ca":true},{"name":"Jin He","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02305355670359054,"gpt":0.2868586770894181,"spread":0.2638051203858275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001779196,0.0001195484,0.0001242854,0.0006878265,0.0003239756,0.0003760004,0.0001116581,0.0001613717,0.0005092419],"category_scores_gemma":[0.0002124913,0.00007767479,0.0001317434,0.000503049,0.0002390268,0.0002238556,0.0001856383,0.0001202755,0.00004569113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002658387,"about_ca_system_score_gemma":0.0001641482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01132764,"about_ca_topic_score_gemma":0.01246047,"domain_scores_codex":[0.999952,0.00001269238,0.000003066109,0.00001397604,0.000004604548,0.00001364708],"domain_scores_gemma":[0.9998966,0.0000179156,0.00002903198,0.000005987335,0.00001928655,0.00003099594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000219054,0.00006657092,0.9547876,0.00003005885,0.00006393258,0.0002339679,0.0007927311,0.001593806,0.03485323,0.000160616,0.00005481267,0.00714356],"study_design_scores_gemma":[0.00000174013,0.00001607609,0.9983327,0.000001387477,0.000003521971,0.00002314675,0.0001523391,0.001294631,0.0001049583,0.00003628134,0.00003117029,0.000002089648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998615,0.00001470268,0.00003362365,0.000003387125,3.087649e-7,4.387128e-7,0.00001887851,0.000001261086,0.00006596162],"genre_scores_gemma":[0.9998746,0.000008309928,0.00003307036,0.000001836427,8.545293e-7,0.00000122875,0.00004174891,5.137962e-7,0.0000377612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01132764,"threshold_uncertainty_score":0.02252346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185211613","doi":"10.1016/j.fmre.2021.06.018","title":"Photoinduced transition-metal and external photosensitizer free phosphonation of unactivated C(sp2)–F bond via SET process under mild conditions","year":2021,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Fluorine in Organic Chemistry","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre in Green Chemistry and Catalysis; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; National Natural Science Foundation of China; E.B. Eddy Endowment Fund; Canada Research Chairs; Fonds Québécois de la Recherche sur la Nature et les Technologies; International Joint Research Center for Green Catalysis and Synthesis","keywords":"Chemistry; Photosensitizer; Aryl; Nucleophile; Photochemistry; Bond cleavage; Transition metal; Catalysis; Heteroatom; Dissociation (chemistry); Metal; Combinatorial chemistry; Organic chemistry; Ring (chemistry); Alkyl","authors":[{"name":"Qian Dou","is_ca":false},{"name":"Yatao Lang","is_ca":false},{"name":"Huiying Zeng","is_ca":false},{"name":"Chao‐Jun Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1837065456887159,"gpt":0.5026551664728356,"spread":0.3189486207841197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001570831,0.0003983194,0.0001631688,0.0001228372,0.0001064244,0.0001223495,0.000231124,0.0003056775,0.001398399],"category_scores_gemma":[0.0001258734,0.0001262124,0.00020762,0.0001210501,0.0001924901,0.0002764334,0.0002208136,0.0005487412,0.0002350802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002135957,"about_ca_system_score_gemma":0.000177559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003356213,"about_ca_topic_score_gemma":0.0008380166,"domain_scores_codex":[0.9998828,0.00001222318,0.000005990908,0.000033632,0.00002623148,0.0000391236],"domain_scores_gemma":[0.9999363,0.00001291993,0.0000230376,0.000009892479,0.000007898368,0.000009949702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006608884,0.00001581002,0.00006468534,0.00009879652,0.000008739295,0.00007551888,0.00003358405,0.0000920107,0.9968628,0.0003309671,0.00006787777,0.002283103],"study_design_scores_gemma":[0.000004626834,0.00009385849,0.0002783795,0.000002135008,0.000004635486,0.00009405203,0.000005835355,0.0001748404,0.9984708,0.00002434853,0.0008430178,0.000003455376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820837,0.001699808,0.01112008,0.00007710844,0.00004244984,0.00004290741,0.0002239508,0.0001287015,0.004581255],"genre_scores_gemma":[0.9953745,0.0004659672,0.002464334,0.00002483339,0.00000462552,0.00001433785,0.00009326808,0.00001236761,0.001545895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001398399,"threshold_uncertainty_score":0.004678071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406278231","doi":"10.1016/j.fmre.2025.01.004","title":"MULGONET: An interpretable neural network framework to integrate multi-omics data for cancer recurrence prediction and biomarker discovery","year":2025,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Science Foundation of Guangxi Province; National Natural Science Foundation of China; Natural Science Foundation of Guangxi Zhuang Autonomous Region","keywords":"Biomarker discovery; Biomarker; Omics; Artificial neural network; Computational biology; Cancer; Computer science; Artificial intelligence; Machine learning; Bioinformatics; Medicine; Biology; Proteomics; Internal medicine; Gene; Genetics","authors":[{"name":"Zhentao Tang","is_ca":false},{"name":"Haibo Liao","is_ca":false},{"name":"Qingfeng Chen","is_ca":false},{"name":"Yi‐Ping Phoebe Chen","is_ca":false},{"name":"Zhaolei Zhang","is_ca":true},{"name":"Jianxin Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09440442717910898,"gpt":0.4235367317680812,"spread":0.3291323045889722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001100998,0.001165669,0.0006996038,0.001102597,0.000365856,0.001044028,0.001691911,0.001113605,0.002030176],"category_scores_gemma":[0.002624316,0.0004098878,0.001166846,0.0009229489,0.0004268993,0.001234176,0.001452721,0.002166436,0.0005901679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008210557,"about_ca_system_score_gemma":0.001233181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005025833,"about_ca_topic_score_gemma":0.01197815,"domain_scores_codex":[0.9997061,0.00008484831,0.00001766114,0.00009048747,0.00006903764,0.0000319645],"domain_scores_gemma":[0.9994928,0.0002389641,0.00006481951,0.00006067862,0.0001010291,0.00004172847],"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":[0.0003022157,0.0003197265,0.01149433,0.0003461908,0.0006097867,0.0003909233,0.0001623705,0.5649694,0.01365819,0.01733727,0.01358782,0.3768218],"study_design_scores_gemma":[0.00001024425,0.00003159263,0.0003639306,0.00001118047,0.00002085916,0.00002807046,0.00001095088,0.9870575,0.001179403,0.009837335,0.001440052,0.000008817628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02773505,0.0007716833,0.9632347,0.0006863222,0.00008258428,0.00007367739,0.001802488,0.004056887,0.001556576],"genre_scores_gemma":[0.417374,0.001025172,0.5648311,0.0008830213,0.0001357888,0.0003663563,0.008861595,0.0004445472,0.006078413],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005025833,"threshold_uncertainty_score":0.009993136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391692982","doi":"10.1016/j.fmre.2024.01.020","title":"An increment of diversity method for cell state trajectory inference of time-series scRNA-seq data","year":2024,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Peking University; Connaught Fund; Tongji University; National Natural Science Foundation of China","keywords":"Trajectory; Inference; Robustness (evolution); Computer science; Series (stratigraphy); Time series; Algorithm; Data mining; Artificial intelligence; Mathematics; Machine learning; Biology; Gene","authors":[{"name":"Yan Hong","is_ca":false},{"name":"Hanshuang Li","is_ca":false},{"name":"Chunshen Long","is_ca":false},{"name":"Pengfei Liang","is_ca":false},{"name":"Jianzhong Zhou","is_ca":false},{"name":"Yongchun Zuo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1683649727868884,"gpt":0.4315734034881991,"spread":0.2632084307013107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003335513,0.0007882896,0.001170019,0.001746051,0.001037036,0.001112586,0.002163827,0.001140693,0.001138486],"category_scores_gemma":[0.01053315,0.0005593653,0.001535362,0.001738363,0.0007903919,0.001353663,0.001787777,0.002545618,0.0004175993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232264,"about_ca_system_score_gemma":0.002216689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007827182,"about_ca_topic_score_gemma":0.008007535,"domain_scores_codex":[0.9987318,0.000283186,0.0000929726,0.0004485692,0.0003362952,0.0001071446],"domain_scores_gemma":[0.994989,0.002968265,0.0004658838,0.0005554494,0.0007189688,0.000302322],"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":[0.0003718674,0.0001548064,0.01940068,0.0002846151,0.000361909,0.0003786749,0.0004901504,0.6455386,0.0219047,0.01621465,0.004213621,0.2906857],"study_design_scores_gemma":[0.000007866418,0.00002186788,0.0004927272,0.000005983182,0.00001272795,0.00005181231,0.00001568176,0.9941189,0.001998222,0.002648264,0.0006114093,0.00001449582],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01572567,0.0002377757,0.9822038,0.00007952345,0.00003895365,0.00004043465,0.0001878806,0.001008302,0.0004775117],"genre_scores_gemma":[0.2732286,0.0003398604,0.7223408,0.0001862727,0.000106123,0.0002833835,0.001876668,0.0003773585,0.001260956],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007827182,"threshold_uncertainty_score":0.01764011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404290434","doi":"10.1016/j.fmre.2024.10.003","title":"Enabling beam-scanning antenna technologies for terahertz wireless systems: A review","year":2024,"lang":"en","type":"review","venue":"Fundamental Research","topic":"Millimeter-Wave Propagation and Modeling","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Key Laboratory of Electromagnetic Wave Information Science; National Key Research and Development Program of China; Fudan University; Natural Science Foundation of Jiangsu Province; Government of Jiangsu Province; Research Grants Council, University Grants Committee; University Grants Committee; Southeast University; National Natural Science Foundation of China; City University of Hong Kong","keywords":"Terahertz radiation; Antenna (radio); Wireless; Beam (structure); Computer science; Physics; Telecommunications; Electrical engineering; Engineering; Optics","authors":[{"name":"Dongze Zheng","is_ca":false},{"name":"Geng‐Bo Wu","is_ca":false},{"name":"Zhi Hao Jiang","is_ca":false},{"name":"Wei Hong","is_ca":false},{"name":"Chi Hou Chan","is_ca":false},{"name":"Ke Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2312611439243347,"gpt":0.4368102822760155,"spread":0.2055491383516807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005246109,0.0009495993,0.0008185312,0.001619805,0.0002713411,0.001170198,0.0008417082,0.00116812,0.002480997],"category_scores_gemma":[0.0007107205,0.0005552502,0.0006178764,0.002135074,0.0004155342,0.002182515,0.0005386175,0.001298358,0.001804111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003294132,"about_ca_system_score_gemma":0.0004805525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004222466,"about_ca_topic_score_gemma":0.0004525548,"domain_scores_codex":[0.9997728,0.00002676215,0.0000286236,0.00005210992,0.00008931751,0.00003041505],"domain_scores_gemma":[0.9995872,0.0002093344,0.00006356998,0.00001970118,0.00009899306,0.00002123165],"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":[0.00007196148,0.0001551176,0.0005355693,0.02040885,0.0000917463,0.0004115919,0.0002418364,0.002922334,0.02220626,0.03261083,0.02033254,0.9000114],"study_design_scores_gemma":[0.000008309166,0.0003133663,0.0006305314,0.001849795,0.0001105101,0.001632794,0.0001310699,0.001619158,0.007494379,0.003782954,0.9823632,0.00006389993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009632331,0.9919693,0.003289316,0.0002345232,0.0003482509,0.00001495769,0.00002606907,0.00002966347,0.003124799],"genre_scores_gemma":[0.00434419,0.9912231,0.002594141,0.000207614,0.0002862539,0.00001939073,0.00003978457,0.000008242906,0.001277317],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002480997,"threshold_uncertainty_score":0.008299708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391655953","doi":"10.1016/j.fmre.2023.12.016","title":"Noteworthy impacts of COVID-19 pandemic on cancer screening: A systematic review","year":2024,"lang":"en","type":"review","venue":"Fundamental Research","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Beijing Nova Program; Peking Union Medical College; Peking Union Medical College Hospital","keywords":"Medicine; Pandemic; Cancer; Cervical cancer; Lung cancer; Rate ratio; Meta-analysis; Cancer screening; Incidence (geometry); Breast cancer; Cohort; Cohort study; Internal medicine; Coronavirus disease 2019 (COVID-19); Disease; Confidence interval; Infectious disease (medical specialty)","authors":[{"name":"Huilin Wang","is_ca":false},{"name":"Min Yang","is_ca":false},{"name":"Wei Xiong","is_ca":false},{"name":"Quan Wang","is_ca":false},{"name":"Bobo Zheng","is_ca":false},{"name":"Yang Bai","is_ca":false},{"name":"Kaiyong Zou","is_ca":false},{"name":"Jibin Li","is_ca":false},{"name":"Jiansong Ren","is_ca":false},{"name":"Wanqing Chen","is_ca":false},{"name":"Jingbo Zhai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6407746435613051,"gpt":0.6607993526516908,"spread":0.02002470909038567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009663397,0.001612845,0.0091378,0.007014615,0.0006309367,0.002591441,0.001780782,0.00204406,0.004917907],"category_scores_gemma":[0.04249407,0.001032551,0.0144143,0.008698788,0.0006922046,0.001747782,0.001486493,0.001250885,0.0002837248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002940877,"about_ca_system_score_gemma":0.007698994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121076,"about_ca_topic_score_gemma":0.02726119,"domain_scores_codex":[0.9932203,0.002321932,0.002515465,0.0006363426,0.001052662,0.0002531999],"domain_scores_gemma":[0.9645631,0.02790296,0.004563727,0.0004807073,0.002196955,0.000292521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004104451,0.00001732916,0.002598666,0.926729,0.04766729,0.00009771316,0.0001240714,0.0001463277,0.0001131872,0.0001427227,0.001246443,0.02070686],"study_design_scores_gemma":[0.0004018272,0.0002243835,0.01215309,0.5545763,0.4200356,0.0003453675,0.0002242666,0.0001577029,0.0001741524,0.0003595932,0.01129339,0.00005449228],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001323212,0.9973872,0.0001274065,0.00023703,0.0000755396,0.0001529718,0.0004876777,0.000007376449,0.0002014683],"genre_scores_gemma":[0.03032501,0.9673061,0.0004836608,0.0007292217,0.0001318334,0.0004629942,0.0004422795,0.000009904729,0.0001089584],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01121076,"threshold_uncertainty_score":0.05110556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378188057","doi":"10.1016/j.fmre.2023.05.004","title":"AI-aided power electronic converters automatic online real-time efficiency optimization method","year":2023,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"University of Electronic Science and Technology of China; National Natural Science Foundation of China","keywords":"Converters; Power (physics); Computer science; Dual (grammatical number); Power electronics; Efficient energy use; Nonlinear system; Electronic engineering; Engineering; Electrical engineering; Voltage","authors":[{"name":"Yuanhong Tang","is_ca":false},{"name":"Di Cao","is_ca":false},{"name":"Jian Xiao","is_ca":false},{"name":"Chenying Jiang","is_ca":false},{"name":"Qi Huang","is_ca":false},{"name":"Yunwei Li","is_ca":true},{"name":"Zhe Chen","is_ca":false},{"name":"Frede Blaabjerg","is_ca":false},{"name":"Weihao Hu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03605251487074095,"gpt":0.3604299887972949,"spread":0.3243774739265539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005347808,0.0006602228,0.0006003284,0.0003633732,0.0002654317,0.0006399579,0.0008353047,0.0005543623,0.003616809],"category_scores_gemma":[0.001413275,0.0003122548,0.0003506383,0.0002723166,0.0003510805,0.0003518358,0.000616489,0.0009788153,0.0005376117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365763,"about_ca_system_score_gemma":0.0009023573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002690555,"about_ca_topic_score_gemma":0.00264908,"domain_scores_codex":[0.99976,0.00005572817,0.00001425459,0.00005049465,0.000083477,0.00003611641],"domain_scores_gemma":[0.9994376,0.0002991014,0.00005477515,0.00005183115,0.0001334723,0.00002314405],"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":[0.00009493191,0.00008412835,0.0004952674,0.0001188832,0.00003235685,0.000053744,0.00005652211,0.8825301,0.006951589,0.004619923,0.0008973357,0.1040652],"study_design_scores_gemma":[0.000006859281,0.00001428007,0.00004929093,0.000001788416,0.00000221837,0.000004654972,0.000002263256,0.9984144,0.0007658404,0.0004598446,0.0002767806,0.000001763142],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02132581,0.0001186773,0.9716546,0.00009231376,0.00003564352,0.00008222357,0.00003638037,0.001268836,0.005385459],"genre_scores_gemma":[0.7755335,0.00006085594,0.2208689,0.00008755954,0.0000216367,0.0002832433,0.00008199267,0.0001250588,0.002937243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003616809,"threshold_uncertainty_score":0.01209944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390349584","doi":"10.1016/j.fmre.2023.09.010","title":"Dynamics of collision-induced energy transfer","year":2023,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Advanced Chemical Physics Studies","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Natural Science Foundation of China; Canadian Anesthesiologists' Society; U.S. Department of Energy; Chinese Academy of Sciences; National Science Foundation","keywords":"Adiabatic process; Scattering; Collision; Energy transfer; Inelastic scattering; Quantum; Atomic physics; Potential energy surface; Molecular dynamics; Physics; Chemical physics; Surface hopping; Chemistry; Quantum mechanics; Molecule","authors":[{"name":"Bin Jiang","is_ca":false},{"name":"Cunfeng Cheng","is_ca":false},{"name":"Dongzheng Yang","is_ca":false},{"name":"Hua Guo","is_ca":false},{"name":"Daiqian Xie","is_ca":false},{"name":"Xiangjian Shen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06486535600262047,"gpt":0.3789312697940336,"spread":0.3140659137914131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004468134,0.0003063222,0.0004609977,0.0003956272,0.0008912248,0.001072395,0.001045264,0.0006809559,0.007153283],"category_scores_gemma":[0.001705525,0.0002853424,0.0002627128,0.000403693,0.00154409,0.001976788,0.001401634,0.001136992,0.000532891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277544,"about_ca_system_score_gemma":0.0006165936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001788854,"about_ca_topic_score_gemma":0.0007415391,"domain_scores_codex":[0.9996896,0.00002780865,0.00000854546,0.00006576475,0.0001306805,0.00007754947],"domain_scores_gemma":[0.9995133,0.0002498248,0.00005855858,0.00005470934,0.00006775955,0.00005593419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002427012,0.0001969032,0.003980447,0.0002769023,0.00009397645,0.0008034221,0.001088155,0.1008507,0.05789862,0.8058735,0.004300646,0.02439396],"study_design_scores_gemma":[0.00009823106,0.0001641558,0.006170179,0.00005418795,0.00002765027,0.000537789,0.0003811262,0.6982054,0.01837413,0.2546361,0.02119876,0.0001522242],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6684194,0.008512497,0.2155684,0.003658185,0.000751247,0.0003167071,0.0009422497,0.0007912398,0.1010401],"genre_scores_gemma":[0.9872023,0.001565137,0.005013828,0.0001949513,0.00005245201,0.00008859245,0.0002438688,0.00006436387,0.005574356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007153283,"threshold_uncertainty_score":0.02393007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391485458","doi":"10.1016/j.fmre.2024.01.007","title":"Hydrophobicity gradient optimization of fuel cell gas diffusion media for its application in vehicles","year":2024,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Science Foundation of Jiangxi Province; Guangxi University; National Natural Science Foundation of China","keywords":"Computational fluid dynamics; Diffusion; Porous medium; Materials science; Porosity; Chemical engineering; Fuel cells; Gaseous diffusion; Contact angle; Oxygen; Chemistry; Mechanics; Composite material; Thermodynamics; Engineering; Organic chemistry; Physics","authors":[{"name":"Qinwen Yang","is_ca":false},{"name":"Zhen Zhang","is_ca":false},{"name":"Gang Xiao","is_ca":false},{"name":"Deyi Xue","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02900781925403544,"gpt":0.2931106148430604,"spread":0.2641027955890249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001608352,0.0003588608,0.0002608538,0.0003241981,0.0002019316,0.0004102051,0.0002062128,0.0002503507,0.0003854043],"category_scores_gemma":[0.000310977,0.0001677731,0.0002416386,0.0002184153,0.0001651275,0.0003119519,0.0002735573,0.0001711157,0.00008946248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004247115,"about_ca_system_score_gemma":0.0003066395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253864,"about_ca_topic_score_gemma":0.001525757,"domain_scores_codex":[0.9999365,0.000009320088,0.000003808962,0.00001418194,0.00002310573,0.00001304841],"domain_scores_gemma":[0.9999382,0.00001763404,0.00001753324,0.000003645753,0.00001569402,0.000007151508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001867897,0.0002127259,0.003405561,0.0003338793,0.00003387963,0.0002428665,0.00005897846,0.2485045,0.7088441,0.002597148,0.000390266,0.03518923],"study_design_scores_gemma":[0.00004259635,0.0003809334,0.002104418,0.00001712881,0.0000362769,0.00007691709,0.00007227132,0.711371,0.2830436,0.0006179896,0.002201022,0.0000359679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496989,0.001632066,0.04478069,0.000156072,0.00002961798,0.00004666423,0.00007702529,0.00008869066,0.003490291],"genre_scores_gemma":[0.9872841,0.0005077175,0.01186481,0.00001086998,0.000003989526,0.00002598648,0.00003328166,0.00001003661,0.0002592355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001253864,"threshold_uncertainty_score":0.003081501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4223930873","doi":"10.1016/j.fmre.2022.04.004","title":"Scavenging and release of REE and HFSE by Na-metasomatism in magmatic-hydrothermal systems","year":2022,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"Youth Innovation Promotion Association of the Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Aegirine; Peralkaline rock; Amphibole; Metasomatism; Geochemistry; Geology; Hydrothermal circulation; Mantle (geology)","authors":[{"name":"Wu‐Bin Yang","is_ca":false},{"name":"He‐Cai Niu","is_ca":false},{"name":"Ningbo Li","is_ca":false},{"name":"Pete Hollings","is_ca":true},{"name":"Shannon Zurevinski","is_ca":true},{"name":"Roger H. Mitchell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02620812855481685,"gpt":0.2596422427873437,"spread":0.2334341142325268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008171351,0.0001935222,0.0001632177,0.0005141584,0.0002283246,0.0003199308,0.000221861,0.0001671981,0.0002785388],"category_scores_gemma":[0.00009838354,0.0001445181,0.0001242597,0.0002360158,0.0002352964,0.0002409526,0.0001903451,0.0000835879,0.00009121322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003659244,"about_ca_system_score_gemma":0.0001982666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004144283,"about_ca_topic_score_gemma":0.005536508,"domain_scores_codex":[0.9999312,0.000005014195,0.000006856893,0.00003057877,0.00001338327,0.00001292694],"domain_scores_gemma":[0.9999487,0.000003050437,0.00001901695,0.000005150438,0.00001351916,0.00001053788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001169731,0.00001136475,0.1038948,0.00003880577,0.00002517143,0.0001561493,0.0001913022,0.0001888437,0.891532,0.00007075488,0.0000124677,0.003761373],"study_design_scores_gemma":[0.00001045276,0.00014546,0.8583086,0.000005149791,0.00002634231,0.0004784325,0.0003921478,0.001177043,0.1379605,0.0001130933,0.001370726,0.00001197667],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995797,0.00007688948,0.00007860582,0.000003039744,3.482421e-7,0.000001544709,0.00003097194,0.000004212543,0.0002245815],"genre_scores_gemma":[0.9993975,0.00005342225,0.0002026913,0.000003196672,9.613253e-7,0.00000201806,0.00006513009,0.000002072028,0.0002729009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004144283,"threshold_uncertainty_score":0.008240342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362719796","doi":"10.1016/j.fmre.2023.02.027","title":"Spillover and crossover from work overload to spouse-rated work-to-family conflict: The moderating role of cross-role trait consistency","year":2023,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"National Natural Science Foundation of China","keywords":"Psychology; Social psychology; Trait; Consistency (knowledge bases); Work–family conflict; Job satisfaction; Personality; Context (archaeology); Burnout; Spillover effect; Spouse; Big Five personality traits; Perception; Work (physics); Clinical psychology; Political science","authors":[{"name":"Yunhui Huang","is_ca":false},{"name":"Yina Mao","is_ca":false},{"name":"Yujie Zhan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1161631141046907,"gpt":0.4148117085191472,"spread":0.2986485944144565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003037858,0.0004570928,0.0004965158,0.0008156889,0.0008921467,0.001196956,0.0003462681,0.0003729833,0.002581868],"category_scores_gemma":[0.01220866,0.0003152141,0.0004977294,0.0004561407,0.001011773,0.0005908264,0.002120651,0.0007284661,0.00008571157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003364883,"about_ca_system_score_gemma":0.0006435356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002362345,"about_ca_topic_score_gemma":0.002227303,"domain_scores_codex":[0.9977579,0.001390936,0.00008276925,0.0003103091,0.0002810396,0.0001771224],"domain_scores_gemma":[0.9851615,0.009534689,0.002284942,0.00151422,0.0004407236,0.001063905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003218658,0.0002352446,0.9796593,0.00004860842,0.000295105,0.0002231109,0.003480257,0.0002282597,0.001791091,0.000525035,0.00006657848,0.01312546],"study_design_scores_gemma":[0.000006726154,0.0001600789,0.9967331,0.00002714997,0.00006423974,0.0001216615,0.00178257,0.0002409538,0.0003379044,0.0004121758,0.0001061541,0.000007399898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982672,0.0002611014,0.0005880705,0.00008604171,0.000006599882,0.00001134315,0.00002849696,0.000004605821,0.0007465894],"genre_scores_gemma":[0.9996634,0.00005548809,0.0001441428,0.00001718644,0.000005997292,0.000006917108,0.00001846422,0.000001302897,0.00008713332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003037858,"threshold_uncertainty_score":0.0160659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322618023","doi":"10.1016/j.fmre.2023.02.008","title":"Fluidization expansion of novel generation dense medium and flow regime transition in gas-solid separation fluidized bed","year":2023,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"National Science Fund for Distinguished Young Scholars; China National Funds for Distinguished Young Scientists; Government of Jiangsu Province; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Fluidization; Materials science; Flow (mathematics); Mechanics; Separation (statistics); Fluidized bed; Thermodynamics; Physics; Computer science","authors":[{"name":"Chenyang Zhou","is_ca":true},{"name":"Yuemin Zhao","is_ca":false},{"name":"Chengguo Liu","is_ca":false},{"name":"Yanjiao Li","is_ca":false},{"name":"Zhonglin Gao","is_ca":true},{"name":"Xuchen Fan","is_ca":false},{"name":"Tatiana Aleksandrova","is_ca":false},{"name":"Chenlong Duan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07038750846323201,"gpt":0.347733035976638,"spread":0.277345527513406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002030934,0.0002121158,0.0001655254,0.0003777115,0.0001803287,0.0003005633,0.0001943345,0.0002211025,0.0004115115],"category_scores_gemma":[0.0002681048,0.0001149294,0.0002426595,0.0002018111,0.0002415546,0.0004172796,0.0003102092,0.0003011976,0.00009818663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003476904,"about_ca_system_score_gemma":0.0002031084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008801541,"about_ca_topic_score_gemma":0.001129389,"domain_scores_codex":[0.9998895,0.00001142377,0.000007562608,0.00002528328,0.00004994307,0.00001628956],"domain_scores_gemma":[0.9999149,0.00003026381,0.00001946193,0.000005380312,0.00001827814,0.00001177596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001370552,0.00005107666,0.002360008,0.0001200691,0.000007314827,0.00009371581,0.00007279395,0.003089407,0.9809765,0.001158074,0.00009504621,0.01183891],"study_design_scores_gemma":[0.00001656164,0.0001698978,0.00400015,0.000007749077,0.0000103139,0.00005242555,0.00003523275,0.03878804,0.9552081,0.000228346,0.001469363,0.00001382318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602944,0.0008705367,0.03723295,0.00005756687,0.00002951252,0.0000358832,0.00009039749,0.000235589,0.001153072],"genre_scores_gemma":[0.9929971,0.0001925221,0.006351078,0.00001182148,0.000004448475,0.00002292353,0.00005263406,0.00000791565,0.0003594978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008801541,"threshold_uncertainty_score":0.002522647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396828175","doi":"10.1016/j.fmre.2024.05.002","title":"Research progress and perspectives on ecological processes and carbon feedback in permafrost wetlands under changing climate conditions","year":2024,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique; Environment and Climate Change Canada","funders":"National Science Fund for Distinguished Young Scholars; National Natural Science Foundation of China","keywords":"Permafrost; Wetland; Environmental science; Ecology; Climate change; Environmental resource management; Earth science; Geology; Biology","authors":[{"name":"Changchun Song","is_ca":false},{"name":"Alain N. Rousseau","is_ca":true},{"name":"Yanyu Song","is_ca":false},{"name":"Yang Ou","is_ca":false},{"name":"Ning Chen","is_ca":false},{"name":"Xianwei Wang","is_ca":false},{"name":"Li Sun","is_ca":false},{"name":"Yuedong Guo","is_ca":false},{"name":"Hao Zhang","is_ca":false},{"name":"Zhengang Zhang","is_ca":false},{"name":"Zhuohang Xin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1587420735083296,"gpt":0.3999669777095377,"spread":0.2412249042012081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001770035,0.0005556435,0.0009811396,0.00124883,0.0005830586,0.001778276,0.0006934643,0.001329969,0.002316087],"category_scores_gemma":[0.0008424195,0.0001614171,0.0006992249,0.002498062,0.001461401,0.003883812,0.0008715259,0.001386248,0.0003020303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008785751,"about_ca_system_score_gemma":0.002497888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002338328,"about_ca_topic_score_gemma":0.002982324,"domain_scores_codex":[0.9996901,0.00005611208,0.00002449359,0.0001212855,0.00005609356,0.00005187678],"domain_scores_gemma":[0.9987144,0.000780218,0.0001232861,0.00005774176,0.000239264,0.00008494427],"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":[0.0003412337,0.0002170179,0.01787577,0.01834905,0.0003783664,0.001266065,0.002644283,0.006841542,0.03545707,0.07158875,0.007975707,0.8370651],"study_design_scores_gemma":[0.00004382148,0.0007491091,0.08440307,0.008252343,0.00111254,0.002216625,0.01023489,0.009869802,0.01852313,0.2399274,0.6243253,0.0003420216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02666595,0.9513369,0.005476507,0.006570843,0.0006029043,0.00001270249,0.0001507006,0.00004253387,0.00914094],"genre_scores_gemma":[0.102572,0.8905829,0.003594423,0.001191831,0.0008747648,0.00001568628,0.000168967,0.000008787506,0.0009905621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002338328,"threshold_uncertainty_score":0.009360969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362700036","doi":"10.1016/j.fmre.2023.03.007","title":"SOGO-SOFI, light-modulated super-resolution optical fluctuation imaging using only 20 raw frames for high-fidelity reconstruction","year":2023,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Biofyzikální Ústav, Akademie Věd České Republiky; Canadian Anesthesiologists' Society; National Key Research and Development Program of China; Chinese Academy of Sciences; Institute of Biophysics, Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Fidelity; Resolution (logic); Optics; Frame rate; Computer science; Superresolution; Artificial intelligence; Computer vision; Materials science; Image (mathematics); Physics; Telecommunications","authors":[{"name":"Fudong Xue","is_ca":false},{"name":"Wenting He","is_ca":false},{"name":"Dingming Peng","is_ca":false},{"name":"Hui You","is_ca":false},{"name":"Mingshu Zhang","is_ca":false},{"name":"Pingyong Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04849208902059036,"gpt":0.4006507530049185,"spread":0.3521586639843282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002660808,0.0004125456,0.0004193926,0.0003112974,0.0002197176,0.0003529712,0.0005282112,0.0002660461,0.0009809966],"category_scores_gemma":[0.00031207,0.000264871,0.0002625393,0.0002825629,0.0003416287,0.0003878098,0.0004507154,0.0005178193,0.0002478926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004863263,"about_ca_system_score_gemma":0.0004566901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336613,"about_ca_topic_score_gemma":0.00227571,"domain_scores_codex":[0.9998866,0.000009661549,0.000008464793,0.0000369389,0.00003703205,0.00002126848],"domain_scores_gemma":[0.9998865,0.00002136642,0.00002497766,0.00002258023,0.00002337677,0.00002119142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001430198,0.00002731259,0.0005518901,0.0000991984,0.00001478522,0.0001025601,0.00005036987,0.001376407,0.9759829,0.001759741,0.0008730054,0.0190189],"study_design_scores_gemma":[0.00002117189,0.0001120971,0.003347803,0.00001544826,0.00001781604,0.0004449004,0.00003587623,0.0841237,0.9031319,0.0008215994,0.007883124,0.00004460035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4401396,0.0008517362,0.5492024,0.0002303227,0.0001359284,0.0002048782,0.001328034,0.003800431,0.004106608],"genre_scores_gemma":[0.635855,0.0007080676,0.3565754,0.0001280421,0.00002083954,0.0002729318,0.001821979,0.0005649531,0.004052875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001336613,"threshold_uncertainty_score":0.003528595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207546867","doi":"10.1016/j.fmre.2021.09.012","title":"Effects of riboflavin and desferrioxamine B on Fe(II) oxidation by O2","year":2021,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Fundamental Research Funds for the Central Universities; Natural Sciences and Engineering Research Council of Canada; China University of Geosciences, Wuhan; China Scholarship Council; University of Waterloo; Canada Excellence Research Chairs, Government of Canada; National Natural Science Foundation of China","keywords":"Chemistry; Siderophore; Redox; Flavin group; Aqueous solution; Kinetics; Dissolution; Anoxic waters; Inorganic chemistry; Reaction rate constant; Oxygen; Riboflavin; Reactivity (psychology); Ferrous; Nuclear chemistry; Enzyme; Organic chemistry; Biochemistry; Environmental chemistry","authors":[{"name":"Peng Zhang","is_ca":false},{"name":"Philippe Van Cappellen","is_ca":true},{"name":"Kunfu Pi","is_ca":true},{"name":"Songhu Yuan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01762339097166167,"gpt":0.2913099666652799,"spread":0.2736865756936182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001594795,0.0004298741,0.0002443588,0.0001127575,0.0001012867,0.0001765267,0.0001730978,0.0003145873,0.0005400852],"category_scores_gemma":[0.0002661072,0.0001216945,0.0002625851,0.00009537552,0.0001385993,0.0002132329,0.0001336608,0.0002657173,0.0001600782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649355,"about_ca_system_score_gemma":0.0001924766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003188123,"about_ca_topic_score_gemma":0.002803868,"domain_scores_codex":[0.9998527,0.00003541978,0.00001061492,0.00002969776,0.00002611432,0.00004552104],"domain_scores_gemma":[0.9998428,0.00004122322,0.00003377909,0.00001150113,0.00003592941,0.00003487563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008174228,0.00007122182,0.0003396274,0.00008107456,0.00001384775,0.00006391526,0.00003908765,0.0001324584,0.9966373,0.00003358424,0.00004442159,0.001725866],"study_design_scores_gemma":[0.00003700951,0.001073834,0.003449572,0.00001245895,0.00002242308,0.0000647498,0.0000541708,0.001507134,0.9923841,0.00002320307,0.001359591,0.00001164001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975125,0.00108885,0.000398275,0.00004297048,0.00001793255,0.00001149331,0.00009825006,0.00001795889,0.0008116654],"genre_scores_gemma":[0.9976547,0.0005809636,0.0008947661,0.00004161648,0.00000764887,0.000008089995,0.0001326101,0.000007387433,0.00067214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003188123,"threshold_uncertainty_score":0.006339133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389848873","doi":"10.1016/j.fmre.2023.08.016","title":"Capture and identification of the electrogenerated picosecond intermediates by mass spectrometry","year":2023,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Outstanding Youth Foundation of China; University of Toronto; Nanjing University; Government of Jiangsu Province; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Mass spectrometry; Chemistry; Identification (biology); Picosecond; Chromatography; Combinatorial chemistry","authors":[{"name":"Ting Wang","is_ca":false},{"name":"Qiuyue Cheng","is_ca":false},{"name":"Jun Hu","is_ca":false},{"name":"Hong‐Yuan Chen","is_ca":false},{"name":"Jing‐Juan Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02702405749503121,"gpt":0.3365861641561923,"spread":0.3095621066611611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003450209,0.0005157367,0.0002136578,0.0006003006,0.0002091589,0.0003337796,0.0005709662,0.0005066987,0.0009778584],"category_scores_gemma":[0.0005759776,0.0001682671,0.0001754194,0.0003604016,0.000288684,0.0004529892,0.0003377219,0.0007353279,0.0004218125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003339082,"about_ca_system_score_gemma":0.0002023892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002534416,"about_ca_topic_score_gemma":0.0004118852,"domain_scores_codex":[0.9998106,0.00001979495,0.000008256259,0.00005869169,0.00007441561,0.00002833255],"domain_scores_gemma":[0.9998062,0.00006509902,0.00005186243,0.00002389336,0.00003661136,0.00001634325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003937851,0.00001730147,0.0003017964,0.00005495617,0.000006234175,0.0000823151,0.00003377769,0.00009457031,0.9948357,0.0005859932,0.0001331758,0.003814648],"study_design_scores_gemma":[0.000004245842,0.0000991783,0.001573768,0.00001010119,0.00000619407,0.0002101746,0.00003348856,0.002609358,0.9926983,0.0002553941,0.002491775,0.000008159021],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8208839,0.005385153,0.1646494,0.0003774693,0.0001423583,0.0001889172,0.001023424,0.0008558529,0.006493351],"genre_scores_gemma":[0.8770651,0.003706832,0.1131594,0.0002480113,0.00005418017,0.0002979479,0.0007303189,0.00007688749,0.004661281],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0009778584,"threshold_uncertainty_score":0.003271222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396846460","doi":"10.1016/j.fmre.2024.05.001","title":"Can competitive effects and responses of alien and native species predict invasion outcomes?","year":2024,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":4,"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":"European Social Fund; National Key Research and Development Program of China; Ministerio de Economía y Competitividad; National Natural Science Foundation of China","keywords":"Alien; Alien species; Invasive species; Introduced species; Ecology; Biology; Medicine; Environmental health","authors":[{"name":"Tingting Wu","is_ca":false},{"name":"Yuanzhi Li","is_ca":false},{"name":"Marc W. Cadotte","is_ca":true},{"name":"Óscar Godoy","is_ca":false},{"name":"Chengjin Chu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04186342809572538,"gpt":0.3499263632262226,"spread":0.3080629351304972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00316169,0.0008369022,0.0006215459,0.001247646,0.000462718,0.001221548,0.0005713682,0.0009822967,0.001398223],"category_scores_gemma":[0.01037014,0.0002544694,0.0007109834,0.0005625664,0.001458169,0.002111579,0.001415317,0.001009874,0.000330975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005282674,"about_ca_system_score_gemma":0.0004705276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004216613,"about_ca_topic_score_gemma":0.007552561,"domain_scores_codex":[0.9986947,0.0004137544,0.00007960951,0.0003142635,0.0002817078,0.0002159599],"domain_scores_gemma":[0.9927667,0.003494792,0.001729637,0.0004329348,0.0007409432,0.0008349236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003902335,0.0004666988,0.9297561,0.0003490366,0.0004257108,0.000325493,0.001359956,0.01162456,0.02592388,0.002907454,0.0002531818,0.02621768],"study_design_scores_gemma":[0.00001420631,0.0004424363,0.9659069,0.0000227287,0.0000988656,0.0001945516,0.001151052,0.0258559,0.001481787,0.004331782,0.0004306325,0.00006910164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938123,0.0001905191,0.003333506,0.00009997133,0.00001024428,0.00002548536,0.00007132415,0.00001832346,0.002438315],"genre_scores_gemma":[0.9989097,0.00006643082,0.0007417137,0.00005557781,0.000004520833,0.000018584,0.00006943385,0.000005221681,0.0001287201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004216613,"threshold_uncertainty_score":0.01672077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388973544","doi":"10.1016/j.fmre.2023.08.010","title":"Functional diversity of visual cortex improves constraint-free natural image reconstruction from human brain activity","year":2023,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China; Natural Science Foundation of Shanghai","keywords":"Computer science; Artificial intelligence; Functional magnetic resonance imaging; Visual cortex; Constraint (computer-aided design); Pattern recognition (psychology); Feature (linguistics); Decoding methods; Computer vision; Psychology; Neuroscience; Mathematics; Algorithm","authors":[{"name":"Lingxiao Yang","is_ca":false},{"name":"Le Li","is_ca":true},{"name":"Yuanning Li","is_ca":false},{"name":"Han Zhang","is_ca":false},{"name":"Xiaohua Xie","is_ca":false},{"name":"Ru‐Yuan Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09035213629813134,"gpt":0.3636308745531583,"spread":0.273278738255027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000595482,0.0007445716,0.0004543491,0.0002980031,0.000162014,0.0004976001,0.0006328096,0.0006602445,0.001154754],"category_scores_gemma":[0.002628369,0.0003114001,0.0005686556,0.0002298293,0.0005409585,0.0008562694,0.001115755,0.0007414448,0.0002516684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003829815,"about_ca_system_score_gemma":0.000408821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001600942,"about_ca_topic_score_gemma":0.002293391,"domain_scores_codex":[0.9998152,0.0000535145,0.000007999576,0.00005581806,0.00004203287,0.0000254471],"domain_scores_gemma":[0.9994282,0.0003467948,0.00006030407,0.00008149396,0.00004140012,0.00004187699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002962808,0.00009868575,0.002042702,0.0001543978,0.0001599779,0.0002537506,0.0001568651,0.7317705,0.08120698,0.009415658,0.001257595,0.1731866],"study_design_scores_gemma":[0.000009571118,0.00004093848,0.0005617815,0.00000463545,0.00001135384,0.00006901933,0.000006997773,0.9861261,0.008228586,0.004625698,0.000307319,0.000008035598],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.169203,0.0003179896,0.8265721,0.0003218809,0.00002603962,0.00003385696,0.00009677955,0.000936054,0.002492316],"genre_scores_gemma":[0.8814821,0.0001926277,0.1162098,0.0001733251,0.00002649032,0.00004321171,0.000223175,0.00018858,0.001460753],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001600942,"threshold_uncertainty_score":0.003863037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214505337","doi":"10.1016/j.fmre.2021.11.037","title":"Multiple access interference suppression for CDMA systems via <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si3.svg\"><mml:msub><mml:mi>ℓ</mml:mi><mml:mi>∞</mml:mi></mml:msub></mml:math>-minimization","year":2022,"lang":"lv","type":"article","venue":"Fundamental Research","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Multiuser detection; Algorithm; Robustness (evolution); Code division multiple access; Computer science; Multipath propagation; Detector; Waveform; Telecommunications","authors":[{"name":"Xue Jiang","is_ca":false},{"name":"Xingzhao Liu","is_ca":false},{"name":"T. Kirubarajan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06955374311854673,"gpt":0.3289311047558523,"spread":0.2593773616373056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004633397,0.0007074613,0.000420985,0.0003460894,0.0003351069,0.0007182207,0.0005292012,0.0005095106,0.00324656],"category_scores_gemma":[0.001356747,0.0002693022,0.0005383008,0.0006337089,0.0004208947,0.0008219664,0.0007623527,0.001021029,0.001150361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005125978,"about_ca_system_score_gemma":0.0009599448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127389,"about_ca_topic_score_gemma":0.001648982,"domain_scores_codex":[0.999559,0.0001226798,0.00001568319,0.00007717968,0.000199776,0.00002563385],"domain_scores_gemma":[0.9997959,0.0001150418,0.00003104677,0.00001694237,0.00003517168,0.000005997544],"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":[0.0001431203,0.0001301236,0.0005360518,0.000364192,0.00006534527,0.000117301,0.0001407005,0.3313566,0.03858289,0.08060814,0.00612638,0.5418291],"study_design_scores_gemma":[0.000007176579,0.00005574207,0.0001672301,0.00001691655,0.00000736391,0.00006446477,0.00001375584,0.9751175,0.01069655,0.009438236,0.004403589,0.000011617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002462463,0.0001821502,0.9952568,0.00008731704,0.00001139141,0.00002083857,0.00002222608,0.0001226318,0.001834221],"genre_scores_gemma":[0.1762261,0.001010973,0.8137693,0.0001311354,0.00004671533,0.0002697216,0.0001959652,0.0001455523,0.008204486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00324656,"threshold_uncertainty_score":0.0108608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389966182","doi":"10.1016/j.fmre.2023.10.015","title":"Developing inverse motion planning technique for autonomous vehicles using integral nonlinear constraints","year":2023,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Robotic Path Planning Algorithms","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nonlinear system; Motion (physics); Inverse; Computer science; Motion planning; Control theory (sociology); Mathematics; Artificial intelligence; Physics; Robot; Geometry; Control (management)","authors":[{"name":"Maksym Diachuk","is_ca":true},{"name":"Said M. Easa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2993599575271035,"gpt":0.4527321606280093,"spread":0.1533722031009057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000268874,0.0004395037,0.0003552374,0.0003407622,0.0003165359,0.0004142358,0.0005169097,0.0004355751,0.001252414],"category_scores_gemma":[0.000475623,0.0003233576,0.0005446736,0.0003028914,0.0003551641,0.0005043136,0.0004895012,0.0005702304,0.0002749489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003134183,"about_ca_system_score_gemma":0.0009465109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004775825,"about_ca_topic_score_gemma":0.003494011,"domain_scores_codex":[0.9998535,0.0000221496,0.000007002513,0.00002944378,0.0000761671,0.0000117317],"domain_scores_gemma":[0.9998797,0.00004342175,0.00001915593,0.00001392044,0.00003873345,0.000005055826],"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":[0.00002430714,0.00001785526,0.0005702571,0.0001477755,0.00002001013,0.0001115632,0.0002533321,0.8531759,0.02390742,0.02899124,0.0007098598,0.09207045],"study_design_scores_gemma":[0.000002866217,0.00002593535,0.0000661776,0.000006761841,0.000004402179,0.00003052811,0.00001559896,0.9929918,0.002567772,0.001798571,0.002484615,0.000005003522],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00367892,0.00004020087,0.9948989,0.00002545295,0.000007654192,0.00001240785,0.000005545454,0.00007658958,0.001254381],"genre_scores_gemma":[0.3333459,0.0002506229,0.6619058,0.00002813558,0.00001612541,0.0001358426,0.00008298025,0.00008750614,0.004146958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004775825,"threshold_uncertainty_score":0.009496033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210478758","doi":"10.1016/j.fmre.2022.01.012","title":"A commentary of “Antarctic ozone layer is gradually recovering” in 10 remarkable discoveries from 2020 in Nature","year":2022,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Montreal Protocol; Ozone; Atmosphere (unit); Ozone layer; Environmental science; Atmospheric sciences; Southern Hemisphere; Atmospheric circulation; Climatology; Ozone depletion; Geology; Meteorology; Geography","authors":[{"name":"Wenshou Tian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03532329315282925,"gpt":0.311343962259697,"spread":0.2760206691068677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008268012,0.001311504,0.001163822,0.001354971,0.004594919,0.004116905,0.003338615,0.01807715,0.008372908],"category_scores_gemma":[0.031757,0.0005736158,0.001425481,0.001275932,0.00640093,0.005840254,0.002861841,0.03590902,0.004453068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004272843,"about_ca_system_score_gemma":0.009427571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01319365,"about_ca_topic_score_gemma":0.02236973,"domain_scores_codex":[0.9938599,0.002220938,0.0006632979,0.0009296218,0.001808926,0.0005172202],"domain_scores_gemma":[0.9785255,0.01184072,0.00107961,0.0005264211,0.005654754,0.002373004],"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":[0.00002699219,0.00000650518,0.0001455311,0.0001516253,0.00000805203,0.0001732754,0.0003634593,0.00001832526,0.0000894886,0.001676167,0.9942957,0.003044958],"study_design_scores_gemma":[0.00001600969,0.00002932065,0.0004333608,0.0004181865,0.00001442581,0.0002833389,0.0005654503,0.0000355203,0.0001330409,0.00128558,0.9967572,0.00002856808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002556854,0.009566396,0.0001635497,0.7768704,0.2104628,0.00001266937,0.0002142074,0.00005961722,0.002394592],"genre_scores_gemma":[0.002951042,0.006182522,0.000190711,0.8446385,0.1417794,0.00002220085,0.00009127345,0.00007282849,0.00407145],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01807715,"threshold_uncertainty_score":0.04372597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416230647","doi":"10.1016/j.fmre.2025.11.003","title":"Understand systemic risk from mangrove ecosystem through network analysis","year":2025,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"National Natural Science Foundation of China","keywords":"Mangrove; Population; Systemic risk; Deforestation (computer science); Ecosystem; Climate change; Ecosystem services","authors":[{"name":"Mimi Gong","is_ca":false},{"name":"Ke Yu","is_ca":false},{"name":"Qiang Huang","is_ca":false},{"name":"A Yinglan","is_ca":false},{"name":"Miriam R. Aczel","is_ca":true},{"name":"Ye Li","is_ca":false},{"name":"Maofang Ran","is_ca":false},{"name":"Yan Cheng","is_ca":false},{"name":"Kaiji Li","is_ca":false},{"name":"Shen Qu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02754433197993499,"gpt":0.3185449796831801,"spread":0.2910006477032451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001255928,0.0004481882,0.0003368682,0.002319854,0.0005155538,0.002086538,0.000552416,0.000561173,0.001954539],"category_scores_gemma":[0.005754045,0.000197002,0.000431446,0.00166815,0.0008689095,0.002572685,0.001668892,0.0007135451,0.0001373258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449048,"about_ca_system_score_gemma":0.0006431101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007896855,"about_ca_topic_score_gemma":0.00786772,"domain_scores_codex":[0.9994647,0.0002260076,0.00002433653,0.0001248103,0.00009939675,0.00006077259],"domain_scores_gemma":[0.9967015,0.00173004,0.0009599504,0.000195229,0.0002302921,0.0001830524],"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":[0.00007502254,0.00008686556,0.2465114,0.0003055383,0.0003747761,0.0005034463,0.001803859,0.4651363,0.002533877,0.2201131,0.003660148,0.0588958],"study_design_scores_gemma":[0.000006745093,0.00004528582,0.05998478,0.0001184861,0.00007756964,0.000199831,0.001415827,0.7088284,0.0004977857,0.222636,0.006146531,0.00004278785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6586815,0.001755178,0.3162063,0.002941043,0.00005177238,0.0001251735,0.002105919,0.0001902072,0.01794297],"genre_scores_gemma":[0.983663,0.0006969621,0.0138668,0.00005341955,0.00003563528,0.00006244085,0.0005035376,0.0000190937,0.001099103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007896855,"threshold_uncertainty_score":0.01570177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414104328","doi":"10.1016/j.fmre.2025.08.012","title":"Determining carbon fate and budgets throughout the Yangtze mainstream’s transportation processes","year":2025,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Chinese Academy of Sciences; National Natural Science Foundation of China; McGill University","keywords":"Carbon fibers; Yangtze river; Carbon cycle; Work (physics); Climate change","authors":[{"name":"Mingrui Wang","is_ca":false},{"name":"Junjie Jia","is_ca":false},{"name":"Changchun Huang","is_ca":false},{"name":"Fan Wu","is_ca":false},{"name":"Kun Sun","is_ca":false},{"name":"Shuoyue Wang","is_ca":false},{"name":"Yang Gao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03973668148407525,"gpt":0.3384776130775192,"spread":0.2987409315934439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002308254,0.0003050754,0.0001316781,0.0007451281,0.0004782541,0.0004035058,0.000180996,0.0002093918,0.0003807659],"category_scores_gemma":[0.0001500536,0.0001556785,0.0001750388,0.0009095363,0.0002583382,0.0008409459,0.0002800163,0.0001826879,0.00006276069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009552535,"about_ca_system_score_gemma":0.0007819389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02817588,"about_ca_topic_score_gemma":0.02722972,"domain_scores_codex":[0.9999458,0.000006538054,0.000002946184,0.00002082477,0.00001307671,0.00001078443],"domain_scores_gemma":[0.9999473,0.000008895703,0.00001208311,0.000004301972,0.00002131338,0.000006103138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001490389,0.00006312252,0.7660595,0.0002088857,0.0002157303,0.0003763983,0.0007521941,0.03528729,0.1399378,0.003138697,0.0006613711,0.05314987],"study_design_scores_gemma":[0.00001356212,0.00008136794,0.9329718,0.00002187454,0.00009637291,0.0001001398,0.000689592,0.03827285,0.02044916,0.00182925,0.005431725,0.00004228848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997785,0.0002974656,0.0008237775,0.00006642769,0.000002089516,0.000005819919,0.0003756121,0.00001516262,0.0006285479],"genre_scores_gemma":[0.9983656,0.0003519891,0.0006222539,0.00001524681,0.000002416306,0.000009851454,0.0003727064,0.00000992305,0.0002500038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02817588,"threshold_uncertainty_score":0.05602378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386914006","doi":"10.1016/j.fmre.2023.08.005","title":"Lithium evolution in the low-mass evolved stars with asteroseismology and LAMOST spectroscopy","year":2023,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Astronomical Observatories, Chinese Academy of Sciences; Youth Innovation Promotion Association; Japan Society for the Promotion of Science; National Development and Reform Commission; Youth Innovation Promotion Association of the Chinese Academy of Sciences; China Postdoctoral Science Foundation; Chinese Academy of Sciences; National Natural Science Foundation of China; National Key Research and Development Program of China; Canadian Anesthesiologists' Society","keywords":"Asteroseismology; Nucleosynthesis; Lithium (medication); Physics; Stars; Astrophysics; Stellar evolution; Astronomy; Stellar nucleosynthesis; Red giant; Red-giant branch; Red clump; Big Bang nucleosynthesis; Metallicity; Biology","authors":[{"name":"Hong-Liang Yan","is_ca":false},{"name":"Jinghua Zhang","is_ca":false},{"name":"Yutao Zhou","is_ca":false},{"name":"Qi Gao","is_ca":false},{"name":"Jianrong Shi","is_ca":false},{"name":"Yerra Bharat Kumar","is_ca":false},{"name":"Wako Aoki","is_ca":false},{"name":"Haining Li","is_ca":false},{"name":"Chunqian Li","is_ca":false},{"name":"Gang Zhao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03575380978223008,"gpt":0.3209150028432896,"spread":0.2851611930610595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001941387,0.0002277867,0.0002135289,0.0014847,0.000226084,0.0005731119,0.0002088283,0.0002816672,0.0005337567],"category_scores_gemma":[0.0003199973,0.0001211306,0.0002330823,0.001569388,0.0001681883,0.0005871046,0.0005044227,0.0001572952,0.000177825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002652525,"about_ca_system_score_gemma":0.0001006929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209202,"about_ca_topic_score_gemma":0.001457209,"domain_scores_codex":[0.9999284,0.000009073518,0.000004807745,0.00003038223,0.00001618063,0.00001119987],"domain_scores_gemma":[0.999828,0.00001929687,0.00008389177,0.00001813911,0.00003122817,0.00001946084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000190461,0.00004598819,0.9205455,0.0000787602,0.00009199099,0.0004417583,0.0002328224,0.001456191,0.05732073,0.0004113583,0.0002006564,0.0189837],"study_design_scores_gemma":[0.000009806742,0.00009615005,0.9690492,0.00002593202,0.0000935191,0.0009730945,0.0003109109,0.01199579,0.01419524,0.0007050469,0.002517731,0.00002764604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964765,0.0009787952,0.001094219,0.0000340282,0.000003225072,0.000005180847,0.0002802068,0.00004540672,0.001082482],"genre_scores_gemma":[0.9980599,0.0002137815,0.001016481,0.0000146393,0.000006502105,0.000002570668,0.0003030452,0.000006936071,0.0003759991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0014847,"threshold_uncertainty_score":0.002404332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7107864129","doi":"10.1016/j.fmre.2025.11.014","title":"Computing approximate pure Nash equilibria for weighted congestion games","year":2025,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Game Theory and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Science Foundation of Anhui Province; Anhui Provincial Department of Education; China Postdoctoral Science Foundation; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Nash equilibrium; Best response; Computation; Selection (genetic algorithm); Set (abstract data type)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2926742945367568,"gpt":0.5461735226903068,"spread":0.25349922815355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002479808,0.001514752,0.002072758,0.001980832,0.001017277,0.00344833,0.002621129,0.001677526,0.006320016],"category_scores_gemma":[0.02243719,0.001059014,0.0009293429,0.001696953,0.001746802,0.005526185,0.002268771,0.001918673,0.0005658495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002341953,"about_ca_system_score_gemma":0.002028114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007410306,"about_ca_topic_score_gemma":0.01163075,"domain_scores_codex":[0.998599,0.0005336896,0.00007390333,0.0003033827,0.0002843282,0.0002057404],"domain_scores_gemma":[0.9910937,0.007109941,0.0004372726,0.0005170346,0.0005212065,0.0003209386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003414782,0.0001889266,0.00180778,0.0001392948,0.0001220949,0.00006694782,0.0001713359,0.889561,0.0008429179,0.07448585,0.001094777,0.03117755],"study_design_scores_gemma":[0.00001387939,0.00001849291,0.00006479929,0.000005621037,0.000009013505,0.000008508056,0.0000335461,0.9366369,0.0002408231,0.06285974,0.0001046917,0.000004062318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2096216,0.0002550824,0.7840667,0.0004071982,0.00005640885,0.0001206,0.0002185376,0.0005035271,0.004750398],"genre_scores_gemma":[0.8411463,0.0001790933,0.1546925,0.00009540127,0.00004716827,0.0001359976,0.000446142,0.0001477073,0.003109623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007410306,"threshold_uncertainty_score":0.0211426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}