Bibliographic record
Abstract
The editors and Karger Publishers would like to thank the following reviewers for their ongoing support in reviewing manuscripts for International Archives of Allergy and Immunology:Takeya Adachi, Minato-ku, JapanAlba Angelina, Madrid, SpainDario Antolin-Amerigo, Madrid, SpainRiccardo Asero, Paderno Dugnano, ItalyÖmür Aydın, Ankara, TurkeyMartin Fabian Bachmann, Bern, SwitzerlandSevim Bavbek, Ankara, TurkeyCristina Benito-Villalvilla, Madrid, SpainSergejs Berdnikovs, Denver, CO, USARoberto Berni Canani, Naples, ItalyJonathan A. Bernstein, Cincinnati, OH, USASengul Beyaz, Cankaya, TurkeyAysen Bingol, Antalya, TurkeyCarine Blanchard, Le Mont-sur-Lausanne, SwitzerlandBarbara Bohle, Vienna, AustriaAnna Brichkina, Marburg, GermanyTimo Buhl, Göttingen, GermanyJeroen Buters, Munich, GermanyMehmet Erdem Cakmak, Istanbul, TurkeyMauro Cancian, Padua, ItalySimone Cazzaniga, Bergamo, ItalyReha Cengizlier, Istanbul, TurkeyYudi Chen, Beijing, ChinaQiquan Chen, Chongqing, ChinaTengyu Chen, Zhuhai, ChinaShi-Ming Chen, Wuhan, ChinaHao Chen, Wuhan, ChinaFuquan Chen, Xi’an, ChinaJianjun Chen, Wuhan, ChinaFook Tim Chew, Singapore, SingaporeLorenzo Cosmi, Florence, ItalyJavier Cuesta-Herranz, Madrid, SpainAlexander Dalpke, Heidelberg, GermanyAndrés de la Rocha-Muñoz, Madrid, SpainA. Deroux, Grenoble, FranceLara Derycke, Gent, BelgiumEster Di Agosta, Florence, ItalyAraceli Diaz-Perales, Pozuelo de Alarcon, SpainAarif Eifan, London, UKMontserra Perez Encinas, Alcorcon, SpainEnrique Fernandez-Caldas, Alcala de Henares, SpainElizabeth A. Fitzpatrick, Memphis, TN, USAVenu Gangur, East Lansing, MI, USAThomas Geiser, Bern, SwitzerlandAnastasios E. Germenis, Larissa, GreeceRoy Gerth van Wijk, Rotterdam, The NetherlandsLusine Gigoyan, Davis, CA, USAAna M. Gimenez Arnau, Barcelona, SpainDavid Golden, Baltimore, MD, USADestiny Gomez, Davis, CA, USARuperto González-Pérez, La Laguna, SpainThomas Greuter, Lugano, SwitzerlandKai Guan, Beijing, ChinaHakan Guvenir, Kocaeli, TurkeyJunchen He, Tianjin, ChinaGuido Heine, Kiel, GermanyJoachim Heinrich, Munich, GermanyPetr Heneberg, Prague, CzechiaStephanie Henson, Davis, CA, USAMichihiro Hide, Hiroshima, JapanAref Hosseini, Bern, SwitzerlandPascal Ickrath, Würzburg, GermanyChisato Inuo, Yokohama, JapanCarla Irani, Beirut, LebanonPeter Jandus, Geneva, SwitzerlandIgnacio Jauregui Presa, Cruces-Baracaldo, SpainHong Ji, Davis, CA, USAQingqing Jiao, Suzhou, ChinaEdyta Jura-Szoltys, Katowice, PolandYitzhak Katz, Tel-Aviv, IsraelThomas Kaufmann, Bern, SwitzerlandPaula Kauppi, Helsinki, FinlandHideyuki John Kawauchi, Izumo City, JapanEmma Jean Keller, Davis, CA, USATamar Kinaciyan, Vienna, AustriaHirohito Kita, Scottsdale, AZ, USAMitja Košnik, Golnik, SloveniaStefan Kuchen, Bern, SwitzerlandKuan Lai, Guangzhou, ChinaHans Lassmann, Vienna, AustriaBee Wah Lee, Singapore, SingaporePatrick S. Leung, Davis, CA, USAPhilip Li, Hong Kong, ChinaLin Lin, Shanghai, ChinaZheng Liu, Shanghai, ChinaBeina Liu, Hangzhou, ChinaÁngel Maldonado, Madrid, SpainNikita Markov, Bern, SwitzerlandLeticia Martín-Cruz, Madrid, SpainKazufumi Matsushita, Nishinomiya, JapanTerumi Midoro-Horiuti, Galveston, TX, USATea Močnik, Golnik, SloveniaBlanca Maria Morfin-Maciel, Mexico City, MexicoHolger Mosbech, Hellerup, DenmarkAtsuhito Nakao, Kōfu, JapanGunnar Nilsson, Stockholm, SwedenYusei Ohshima, Amagasaki, JapanYoshitaka Okamoto, Chiba, JapanEric Oliver, Baltimore, MD, USABetul Ozdel Ozturk, Ankara, TurkeyCevdet Özdemir, Istanbul, TurkeyHeui Hye Park, Davis, CA, USAChristopher Parrish, Dallas, TX, USAJorge Parrón-Ballesteros, Madrid, SpainGunnar Pejler, Uppsala, SwedenT.A.E. Platts-Mills, Charlottesville, VA, USAAnna Pomes, Charlottesville, VA, USADaniel P. Potaczek, Marburg, GermanyIlaria Puxeddu, Pisa, ItalyClaudio Rhyner, Davos-Wolfgang, SwitzerlandAgarwal Ritesh, Chandigarh, IndiaCristine Secco Rosario, Curitiba, BrazilCarlo Maria Rossi, Pavia, ItalyNiclas Rydell, Uppsala, SwedenUlrich Sack, Leipzig, GermanyRohit Saluja, Hyderabad, IndiaGursharan Kaur Sanghar, Davis, CA, USAIrma Schabussowa, Vienna, AustriaRik Schrijvers, Leuven, BelgiumPhilipp Schuetz, Aarau, SwitzerlandRoma Sehmi, Hamilton, ON, CanadaRaphael Chagas Silva, Salvador, BrazilDagmar Simon, Bern, SwitzerlandSofia Sirvent, Madrid, SpainXiaoting Song, Beijing, ChinaPetra Staubach, Mainz, GermanyDarko Stojkov, Bern, SwitzerlandHuichun Su, Fujian, ChinaElizabeth Huiwen Tham, Singapore, SingaporeWayne R. Thomas, Perth, WA, AustraliaLoreen Thürmann, Berlin, GermanyMasako Toda, Sendai, JapanGokce Velioglu Haslak, Istanbul, TurkeyEmine Vezir, Ankara, TurkeyHarissios Vliagoftis, Edmonton, AL, CanadaStephan von Gunten, Bern, SwitzerlandZi-Xi Wang, Beijing, ChinaXiaoyan Wang, Beijing, ChinaJi-Fu Wei, Nanjing, ChinaStefan Woehrl, Vienna, AustriaJackson Wong, Calgary, AL, CanadaYongning Wu, Beijing, ChinaMasao Yamaguchi, Tokyo, JapanShida Yousefi, Bern, SwitzerlandJosefina Zakzuk Sierra, Cartagena, ColombiaZengxiao Zhang, Beijing, ChinaShuchen Zhang, Wuhan, ChinaYu Zhang, Tianjin, ChinaChangqing Zhao, Shanxi, ChinaYaqi Zheng, Beijing, ChinaMin Zhou, Guangzhou, ChinaMihaela Zidarn, Golnik, Slovenia
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.023 | 0.208 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.008 | 0.004 |
| Science and technology studies | 0.005 | 0.003 |
| Scholarly communication | 0.020 | 0.012 |
| Open science | 0.005 | 0.009 |
| Research integrity | 0.007 | 0.010 |
| Insufficient payload (model declined to judge) | 0.268 | 0.177 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".