Bibliographic record
Abstract
A scientific journal exists only because of the good will and assistance of its reviewers. We can only publish approximately a fifth of the papers we receive and, in order to publish really high-quality papers, we depend on the expertise of many people. During 2010, a total of 460 reviewers have helped us to decide about the papers that we should publish. Their names are listed below and we would like to take this opportunity to thank them. The list refers to reviewers assigned until 1 December 2010. Moataz Abdel-Fattah, Saudi Arabia Alexander Abrantes, United States Emilie Agardh, Sweden Esben Agerbo, Denmark Tit Albreht, Slovenia Kjerstin Almqvist, Sweden Victor Alonge, Ireland F. Javier Alvarez, Spain André Amaral, Portugal Anne-Marie Andersen, Denmark Sven Andréasson, Sweden Mallik Angalakuditi, United States Thomas Anker, United Kingdom Lieven Annemans, Belgium Cigdem Apaydin Kaya, Turkey Ramiz Arabaci, Turkey Lisa Armitige, United States Arja Aro, Denmark Peter Aspinall, United Kingdom Paloma Astasio, Spain Marlein Ausems, The Netherlands Mauricio Avendano, The Netherlands Kirsten Avlund, Denmark Carolina Baan, The Netherlands Sekene Badiaga, France Ingrid Bakker, The Netherlands Paul Bangirana, Uganda Vaida Bankauskaite, Spain Orna Baron-Epel, Israel Elisabeth Barrett-Connor, United States Mel Bartley, United Kingdom Renaldo Battista, Canada Diana Battistutta, Australia David Batty, United Kingdom Ben Baumberg, United Kingdom Ulrik Becker, Denmark Omid Beiki, Sweden Linda Bell, United Kingdom Christian Ben Lakhdar, France Elling Bere, Norway Merita Berisha, Albania Lisa Berkman, United States Isaac Bermejo, Germany Raj Bhopal, United Kingdom Annibale Biggeri, Italy Vesna Bjegovic-Mikanovic, Serbia Ingunn Bjornsdottir, Denmark Martin Bobak, United Kingdom Alexey Bobrik, Russian Federation Stefania Boccia, Italy Paolo Bonanni, Italy Luc Bonneux, The Netherlands Stefanos Bonovas, Greece Hans Bosma, The Netherlands Alain Braillon, France Angela Brand, The Netherlands Freddie Bray, Norway Gerard Breart, France Joao Breda, Portugal Sven Bremberg, Sweden Carina Brixval, Denmark Daniel Bruce, Sweden Tom Buckley, Australia Hilde Buiting, The Netherlands Alessandra Buja, Italy Alex Burdorf, The Netherlands Bernard Burnand, Switzerland Bo Burström, Sweden Susan Buskin, United States Noriko Cable, United Kingdom Laura Camoni, Italy Dexter Canoy, United Kingdom Elizabeth Cantor-Graae, Sweden Simon Capewell, United Kingdom Margarida Cardoso, Portugal Anders Carlsten, Sweden Bob Carpenter, United Kingdom Pilar Carrasco Garrido, Spain John Carstensen, Sweden Alessandra Casuccio, Italy Julie Cerel, United States Lars Cernerud, Sweden Hyun-Ha Chang, Republic of Korea Christopher Charles, Canada Kate Charlesworth, United Kingdom Palma Chillón, Spain Kaare Christensen, Denmark Stefano Ciatto, Italy Marta Ciofi Degli Atti, Italy Edoardo Colzani, Italy Remco Coppen, The Netherlands Paul Corcoran, Ireland Martina Cornel, The Netherlands Giuseppe Costa, Italy Matty Crone, The Netherlands Hein Daanen, The Netherlands Murat Darcin, Turkey Dinny De Bakker, The Netherlands Anton Giulio De Belvis, Italy Judith De Jong, The Netherlands Marlou De Kroon, The Netherlands Margarida De Matos, Portugal Angelique De Rijk, The Netherlands Chiara De Waure, Italy Leonore De Wit, The Netherlands Diana Delnoij, The Netherlands Stefaan Demarest, Belgium Jean-Claude Desenclos, France Walter Devillé, The Netherlands Finn Diderichsen, Denmark Joseph Difranza, United States Orhan Dogan, Turkey Suhail Doi, Australia Antònia Domingo-S alvany, Spain Felicitas Dominguez-Berjon, Spain Danny Dorling, United Kingdom Lars Kåre Dotterud, Norway Wei Duan, Australia Francoise Dubois-Arber, Switzerland Margreet Duetz, Switzerland Ruth Dundas, United Kingdom Andrea Dunn, United States Antonio Duran, Spain Paolo Durando, Italy Terje Andreas Eikemo, Norway Solvig Ekblad, Sweden Cecilia Ekeus, Sweden Diana Ekman, Sweden Anna Mia Ekström, Sweden Fatima El Fakiri, The Netherlands Liselotte Elinder, Sweden Alex Elliot, United Kingdom Aly El-Shrbiny, United Arab Emirates Jon Ivar Elstad, Norway Eric Emerson, United Kingdom Lars-Gunna r Engström, Sweden Hannes Enlund, Finland Anders Eriksson, Sweden Albert Espelt, Spain Marie-Louise Essink-Bot, The Netherlands Lotte Evron, Denmark Anne Fanning, Canada Nicola Fear, United Kingdom Bruno Federico, Italy Kevin Fenton, United States Esteve Fernandez, Spain Frans Feron, The Netherlands Fjalar Finnäs, Finland Sonia Fiorenza, Italy Brian Flay, United States Nathalie Fleury, France Herbert Fliege, Germany Marleen Foets, The Netherlands Anders Foldspang, Sweden Helena Fonseca, Portugal Maria Joao Forjaz, Spain Birger Forsberg, Sweden Yvonne Forsell, Sweden Simon Fraser, United Kingdom Christine Friestad, Norway Stephanie Frisbee, United States Carina Furnée, The Netherlands Carmelo Gabriele, The Netherlands John Gallacher, United Kingdom Roberto Gasparini, Italy Karen Gerard, United Kingdom Ali Ghaddar, Spain Aristofanis Gikas, Greece Katja Gillander Gadin, Sweden Hans Gilljam, Sweden David Gimeno, United Kingdom Lydia Gisle, Belgium Mika Gissler, Sweden Rosa Gofin, Israel Michael Goldacre, United Kingdom Marcel Goldberg, France Javier Gómez De Terreros, Spain Karin Gottvall, Sweden Vilius Grabauskas, Italy Irina Grafova, United States Jami Grant, United States Linsay Gray, United Kingdom Ron Gray, United Kingdom Olivier Grimaud, France Peter Groenewegen, The Netherlands Itamar Grotto, Israel Per Gustafsson, Sweden Bruce Guthrie, United Kingdom V Anna Gyarmathy, Portugal Curt Hagquist, Sweden Katri Hameen-Anttila, Finland Francoise Hamers, France Sobia Haqqi, Pakistan Sam Harper, Canada Marie Hasselberg, Sweden Angelos Hatzakis, Greece Jari Haukka, Finland Andrew Hayward, United Kingdom Yvonne Heerkens, The Netherlands Martin Henriksson, Sweden Cristina Hernández Quevedo, United Kingdom Victoria Hernando, Spain Shona Hilton, United Kingdom Anders Hjern, Sweden Ulf Högberg, Sweden Karel Hoppenbrouwers, Belgium Joel Hotchkiss, United Kingdom Ciska Hoving, The Netherlands Sara Hughes, United Kingdom Tim Huijts, The Netherlands Martijn Huisman, The Netherlands Kate Hunt, United Kingdom Inge Huybrechts, Belgium Maud Huynen, The Netherlands Andrea Icks, Germany Jenni Ilomaki, Finland Mari Imamura, United Kingdom Nadia Inglis, United Kingdom Manami Inoue, Japan Anette Christine Iversen, Norway Dena Jaffe, Israel Urban Janlert, Sweden Dmitri Jdanov, Germany Janneke Jentink, The Netherlands Rodrigo Jimenez-Garcia, Spain Edvard Johansson, Finland Andy Jones Jones, United Kingdom Margaret Jones, United Kingdom Malin Josephson, Sweden Mojca Juricic, Slovenia Risto Kaikkonen, Finland Ramune Kalediene, Lithuania Bengt Källén, Sweden Carlijn Kamphuis, The Netherlands Mahenstesh Karoshi, United Kingdom Yvonne Kelly, United Kingdom Jahangir Khan, Bangladesh Angela King, United Kingdom Ida Korfage, The Netherlands Päivi Korhonen, Finland Tellervo Korhonen, Finland Natalia Koroleva, United Kingdom Ilona Koupil, Sweden Georgia Kourlaba, Greece Alexander Krämer, Germany Gunilla Krantz, Sweden Stef Kremers, The Netherlands Álfgeir Kristjánsson, Israel Mark Kroese, United Kingdom Steinar Krokstad, Norway Hervé Kuendig, Switzerland Helga Kuhse, Australia Anton Kunst, The Netherlands Sandra Kuntsche, Switzerland Ruhusen Kutlu, Turkey Giuseppe La Torre, Italy Carlo La Vecchia, Italy Mikko Laaksonen, Finland Anton Lager, Sweden Eero Lahelma, Finland Marjaana Lahti-Koski, Finland Taavi Lai, Estonia Katrin Lang, Estonia Thierry Lang Lang, France Jrgen Lauridsen, Denmark Richard Layte, Ireland Jenny Lee, China Jie-Min Lee, Taiwan, Province of China Agnes Lefranc, France Erik Lenguerrand, United Kingdom Vladimir Levshin, Russian Federation Alastair Leyland, United Kingdom Chien-Chang Liao, Taiwan, Province of China Ulrik Lidwall, Sweden Peter Lindgren, Sweden Martin Lindström, Sweden Youenn Lohéac, France Pierre Lombrail, France Maria Jose Lopez-Jacob, Spain Vincent Lorant, Belgium Lucia Lotrean, Romania Nicola Low, Switzerland Guo-Bin Lu, China Johan Lund, Norway Olle Lundberg, Sweden Patric Lundberg, Sweden Ulf Lundberg, Sweden John W Lynch, Australia James Macinko, United States Georgios Margetidis, Italy Staffan Marklund, Sweden Pedro-Manuel Marques-Vidal, Switzerland Blaise Martin, Switzerland Vicente Martinez-Vizcaino, Spain Mauri Marttunen, Finland Margarida Matos, Portugal Fiona Matthews, United Kingdom Rose Mays, United States Mark Mccarthy, United Kingdom Catrionia Mcdaid, United Kingdom Martin Mckee, United Kingdom Philip Mcloone, United Kingdom Bo Melin, Sweden Fernando Mendes, Portugal Gwenn Menvielle, france Catherine Mercer, United Kingdom Franco Merletti, Italy Andrea Micheli, Italy Barend Middelkoop, The Netherlands Badri Mishra, India Ellenor Mittendorfer-Rutz, Sweden Anu Molarius, Sweden Syed Moniruzzaman, Sweden Pedro Moreira, Portugal Peter Muennig, United States Nina Mulia, United States Natasha Muscat, Malta Bhash Naidoo, United Kingdom Vincent Navarro, United States Birgit Niclasen, Greenland Angus Nicoll, Sweden Signe Nielsen, Denmark Peter Nilsson, Sweden Louise Nilunger Mannheimer, Sweden Ellen Nolte, United Kingdom Marie Norredam, Denmark Tom Novotny, United States Ricardo Ocaña-Riol a, Spain Uzor Ogbu, The Netherlands Carolijn Ouwehand, The Netherlands Christabel Owens, United Kingdom Hava Palti, Israel Max Parkin, United Kingdom Kai Part, Estonia Mathilde Pascal, France Anna Perez, Spain H Susan J Picavet, The Netherlands Paola Piccolo, Italy Pirjo Pietinen, Finland Kustaa Piha, Finland Emma Plugge, United Kingdom Kinga Polanska, Poland Oguz Polat, Turkey Johan J Polder, The Netherlands Milagros Pollan, Spain Michela Ponzio, Italy Maarten Postma, The Netherlands Sarah Prager, United States Rick Prins, The Netherlands Anna Puig-Ribera, Spain Alberto Quaglia, Italy Gianluigi Quaranta, Italy Snorri Rafnsson, United Kingdom Ossi Rahkonen, Finland Susanna Raisamo, Finland Sarah Rajkumar, Switzerland Mats Ramstedt, Sweden Wolfgang Rathmann, Germany Vaughan Rees, United States Enrique Regidor, Spain Sijmen Reijneveld, The Netherlands Grégoire Rey, France Giovanni Rezza, Italy Jan Hendrik Richardus, The Netherlands Arja Rimpelä, Finland Robert Robert A.C. Ruiter, The Netherlands Joacim Rocklöv, Sweden Nieves Rodriguez Pascual, Spain Antonio Rodriguez, Denmark Ana Rodríguez-Álvarez, Spain Corné Roelen, The Netherlands Sabine Rohrmann, Switzerland Stefano Rosato, Italy Jaroslav Rosenberger, Slovakia Mikael Rostila, Sweden Rima Rouhana, Belgium Silvia Rueda, Spain Samuli Saarni, Finland Sarah Saleem, Pakistan Stefano Salvadori, Italy Narimantas Samalavicius, Italy Oddrun Samdal, Norway Rute Santos, Portugal Torsten Schaefer, Germany Maike Schnoor, Germany Carola Schrijvers, The Netherlands Peter Schroder, The Netherlands Dinesh Sethi, Italy Leiyu Shi, United States Labros Sidossis, Greece Sabine Siesling, The Netherlands Julius Sim, United Kingdom Colin Simpson, United Kingdom Petteri Sipilä, Finland Zuzana Skodova, Slovakia Hugo Smeets, The Netherlands Peter Smith, Canada Maja Sočan, Slovenia Teresa Spadea, Italy Cecilia Stalsby Lundborg, Sweden Diana Stark Ekman, Sweden Zachary Steel, Australia Janina Stepinska, Poland Karien Stronks, The Netherlands David Stuckler, United Kingdom Giorgio Tamburlini, Italy Safak Taner Gursoy, Turkey Saskia Te Velde, The Netherlands Sheila Teles, Brazil Sarah Thomson, United Kingdom Kerstin Thuemmler, Germany Ulla Toft, Denmark Tanja Tomson, Sweden Shilu Tong, Australia Nuria Torner, Spain Alberto Torres, Spain Sven Trygged, Sweden Dorothee Twardella, Germany Annemarie Uijen, The Netherlands Jussi Vahtera, Finland Petra Van De Looij-Jansen, The Netherlands J. Van Der Heyden, Belgium J. Van Der Velden, The Netherlands Koen Van Herck, Belgium Herman Van Oyen, Belgium Lenie Van Rossem, The Netherlands Esther Van Sluijs, United Kingdom Erkki Vartiainen, Finland Panagiotis Vassilakis, Greece Lennert Veerman, Australia Irene Veldhuijzen, The Netherlands Bruno Ventelou, France Helene Verdoux, France Tommy Visscher, The Netherlands Antonius Vogels, The Netherlands Vladimir Volf, Czech Republic Thomas Von Lengerke, Germany Anne Vuillemin, France Margda Waern, Sweden David Walsh, United Kingdom Nathaniel Wander, United Kingdom Wilma Waterlander, The Netherlands Jonathan Watson, The Netherlands Jaqueline Weekers, Switzerland Daniel Weisz, United States Björn Wettermar k, Sweden Auke Wiegersma, The Netherlands Claudia Wild, Austria Hajo Wildschut, The Netherlands Richard Wilkinson, United Kingdom Marc Willemsen, The Netherlands Tanja woermann, Germany James Wright, United Kingdom Gwenllian Wynne-Jones, United Kingdom Stanley Zammit, United Kingdom Antonella Zanobetti, United States Witold Zatonski, Poland Esther Zimmermann, Denmark Belén Zorrilla, Spain Corina-Aurelia Zugravu, Romania
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.015 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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 teacher head, 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".