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, to publish really high-quality papers, we depend on the expertise of many people. During 2013, a total of 510 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 2013. Mette Aadahl, Denmark Alphia Abdikeeva, Spain Alexander Abrantes, United States Payam Abrishami, The Netherlands Charles Agyemang, The Netherlands Laura Aibar, Spain Marion Aichberger, Germany Tit Albreht, Slovenia Marta Aldea, Spain Denise Alexander, Sweden Susan Allen, United States Kjerstin Almqvist, Sweden Carlos Alvarez-Dardet, Spain Amanda Amos, United Kingdom Fred Andersen, Norway Gabriel Andreuccetti, Brasil Konstantina-Eleni Angelopoulou, Greece Samar Aoun, Australia Cigdem Apaydin Kaya, Turkey Ramiz Arabacı, Turkey Sara Arber, United Kingdom Marta Arcas, Spain Lisa Armitige, United States Rebecca Armstrong, Australia Arsaell Arnarsson, Iceland Bengt Arnetz, Sweden Arja Aro, Denmark Peter Aspinall, United Kingdom Philippe Autier, France Kirsten Avlund, Denmark Mikkel Baadsgaard, Denmark Mona Backhans, Sweden Sekene Badiaga, France Tom Baranowski, United States Pamela Barbadoro, Italy Fereshteh Barei, France Luciana Baroni, Italy Henrique Barros, Portugal Emily Bartlett, United States Paul Batchelor, United Kingdom Ronald Batenburg, The Netherlands Alessandra Battisti, Italy Michèle Baumann, Luxembourg Laurent Beghin, France Ulla Beijer, Sweden Omid Beiki, Islamic Republic of Iran Steven Bell, United Kingdom Bart Berden, The Netherlands Merita Berisha, Albania Claudine Berr, France Raphael Bize, Switzerland Roger Bloor, United Kingdom Robert Blum, United States Stefania Boccia, Italy Heiner Boeing, Germany Jens Bonke, Denmark Luc Bonneux, The Netherlands Matthias Bopp, Switzerland Andrea Bordoni, Switzerland Carme Borrell, Spain Hans Bosma, The Netherlands Marco Braggion, Italy Silke Brenne, Germany Frédéric Brière, Canada Georg Broring, The Netherlands Alison Brown, United Kingdom Heather Brown, United Kingdom Silvio Brusaferro, Italy Marek Bryla, Poland Richard Bränström, Sweden Henrik Brønnum-Hansen, Denmark James Buchan, United Kingdom Jens Bucksch, Germany Aurora Bueno-Cavanillas, Spain Alex Burdorf, The Netherlands Bo Burström, Sweden Cendrine Bursztein Lipsicas, Sweden Noriko Cable, United Kingdom Laura Cacciani, Italy Tomaz Caks, Slovenia Russell Callaghan, Canada Emmanuelle Cambois, France Riccardo Caniato, Australia Arnie Cann, United States Dexter Canoy, United Kingdom Lourdes Cantarero-Arévalo, Denmark Barbara Caracciolo, Sweden Martin Caraher, United Kingdom Margarida Cardoso, Portugal Maria Caria, Italy Bob Carpenter, United Kingdom Susan Carr, United Kingdom Pilar Carrasco Garrido, Spain Alessandra Casuccio, Italy Alberico Catapano, Italy Veroline Cauberghe, Belgium Nick Cavill, United Kingdom Berrin Cetinarslan, Turkey Jeremy Chancellor, United Kingdom Nicolas Chauvel, France Palma Chillón, Spain BongKyoo Choi, United States Anne Christensen, Denmark Terkel Christiansen, Denmark Christos Christodoulou, Greece Nain-Feng Chu, Taiwan, Republic of China Wei-Sheng Chung, Taiwan, Republic of China Renata Cifkova, Czech Republic Luke Clancy, Republic of Ireland Thomas Claßen, Germany Thomas Clausen, Denmark Bjørgulf Claussen, Norway David Conway, United Kingdom Matty Crone, The Netherlands Stéphane Cullati, Switzerland Esther Curnock, United Kingdom Gianfranco Damiani, Italy Olga Damman, The Netherlands Mogens Damsgaard, Denmark Anna-Karin Danielsson, Sweden Virginie Dauphinot, France Barbara D'Avanzo, Italy Guy De Backer, Belgium Ilse De Bourdeaudhuij, Belgium Karin de Ridder, Norway Myriam De Spiegelaere, Belgium Chiara de Waure, Italy Leonore de Wit, The Netherlands Corrado De Vito, Italy Frank de Vocht, United Kingdom William DeJong, United States Paul Delfabbro, Australia Cyrille Delpierre, France Stefaan Demarest, Belgium Melike Demirbag Kaplan, Turkey Hakan Demirhindi, Turkey Angelo d'Errico, Italy Julio Diaz, Spain Annette J Dobson, Australia Orhan Dogan, Turkey David Doku, Ghana Laia Domingo, Spain Antònia Domingo-Salvany, Spain Felıcitas Domınguez-Berjon, Spain Doncho Donev, Republic of Macedonia Gerardine Doyle, Republic of Ireland Raquela Duarte, Portugal Richard Dumont, The Netherlands Ruth Dundas, United Kingdom Gilles Dussault, Portugal Hans Duvekot, The Netherlands Grzegorz Dziubanek, Poland Frida Eek, Sweden Elina Einiö, Finland Fatima El Fakiri, The Netherlands Liselotte Elinder, Sweden Marko Elovainio, Finland Jon Ivar Elstad, Norway Leonardo Emberti Gialloreti, Italy Lars-Gunnar Engström, Sweden Kehinde Eniola, Nigeria Santiago Esnaola, Spain Marie-Louise Essink-Bot, The Netherlands Maria Esteban-Vasallo, Spain Cynthia Eyakuze, United States Leila Fabiani, Italy Elisabeth Faxelid, Sweden Bruno Federico, Italy Sandra Feodor Nilsson, Denmark Pablo Fernandez-Navarro, Spain Frans Feron, The Netherlands Szilvia Fiatal, Hungary Wiesław Fidecki, Poland Sonia Fiorenza, Italy Lynne Forrest, United Kingdom Stefan Fors, Sweden Bertil Forsberg, Sweden Yvonne Forsell, Sweden Elisabetta Franco, Italy Marco Franze, Germany Laura Fratiglioni, Sweden Wolfgang Freidl, Austria Christine Friestad, Norway Sari Fröjd, Finland Elizabeth Fuller, United Kingdom Rosaria Galanti, Sweden John Gallacher, United Kingdom Xavier Garcia Continente, Spain Antonio Gasparrini, United Kingdom Davorka Gazdek, Croatia Alfredo Gea, Spain Laurent Gerbaud, France Markus Gerber, Switzerland Xu Germaine, Singapore Fiona Gillison, United Kingdom Stuart Gilmour, Japan Lydia Gisle, Belgium Mika Gissler, Finland Heide Glaesmer, Germany Pere Godoy, Spain Agustin Gomez de la Camara, Spain Javier Gómez de Terreros, Spain Ursula Goth, Norway Elizabeth Goyder, United Kingdom W C Graafmans, The Netherlands Evangelia Grammatikaki, Greece Michael Grandner, United States Mark Green, United Kingdom Michael Green, United Kingdom Olivier Grimaud, France Peter Groenewegen, The Netherlands Danielle Groffen, The Netherlands Liv Grøtvedt, Norway Lisa Gugglberger, Austria Gabriel Gulis, Denmark David Gunnell, United Kingdom Felix Gurtner, Switzerland Monika Haack, United States Curt Hagquist, Sweden Virginie Halley des Fontaines, France Anna Hamari, Finland Francoise Hamers, France Liz Hanna, Australia Jenny Hansson, Sweden Sam Harper, Canada Neil Harris, Australia Jan Hartvigsen, Denmark Gerard Hastings, United Kingdom Sally Haw, United Kingdom Benjamin Hawkins, United Kingdom Ebba Hedlund, Sweden Kristiann Heesch, Australia Einar Heldal, Norway Tomas Hemmingsson, Sweden Michelle Hendriks, The Netherlands Kène Henkens, The Netherlands Hadley Herbert, United States Victoria Hernando, Spain Douglas Hershey, United States Morton Hesse, Denmark PM Hillemeier, United States Anders Hjern, Sweden Nancy Hoeymans, The Netherlands Bjørn Holstein, Denmark Joel Hotchkiss, United Kingdom Clarissa Hughes, Australia Martijn Huisman, The Netherlands Kerry Inder, Australia Gianluca Isaia, Italy Anette Christine Iversen, Norway Caroline Jackson, Australia Vimal Jacob, Czech Republic Lars Jacobsson, Sweden David Jahanlu, Norway Mary Janevic, United States Urban Janlert, Sweden Staffan Janson, Sweden F Janssen, The Netherlands Kirsten Jensen, Denmark Matti Joensuu, Finland Torben Joergensen, Denmark Birthe Jongeneel, The Netherlands Luk Joossens, Belgium Hendrik Juerges, Germany Björn Kadesjö, Sweden Ruth Kalda, Estonia Marko Kantomaa, Finland Mufiza Kapadia, United Kingdom H.E. Karim-Kos, The Netherlands Thomas Karlsson, Finland Srinivasa Katikireddi, United Kingdom Timo M Kauppinen, Finland Sari Kehusmaa, Finland William Kerr, United States Gonnie Klabbers, The Netherlands Johannes Klotz, Austria Craig Knott, United Kingdom Ioannis Kokkkonouzis, Greece Barbara Kondilis, Greece Carla Koopman, The Netherlands Natalia Koroleva, United Kingdom Karolina Kósa, Hungary Ilona Koupil, Sweden Sari Kovats, United Kingdom Allan Krasnik, Denmark Alfgeir Kristjansson, Iceland Bernadette Kumar, Norway Anton Kunst, The Netherlands Sandra Kuntsche, Switzerland Michael Kunze, Austria Marcus Kutschmann, Germany Elisabeth Kvaavik, Norway Bengt Källén, Sweden Giuseppe La Torre, Italy Carlo La Vecchia, Italy Mikko Laaksonen, Finland Made Laanpere, Estonia Ulrich Laaser, Germany Rebecca Lacey, United Kingdom Eero Lahelma, Finland Majda Lamkaddem, The Netherlands Tsuo-Hung Lan, Taiwan, Republic of China Thierry Lang, France Maryse Lapeyre-Mestre, France Itziar Larisgoitia, Mexico Lars-Olof Larsson, Sweden Adriano Laudico, Philippines Kenny Lawson, United Kingdom Jie-Min Lee, Taiwan, Republic of China Thomas Lefevre, France Agnes Lefranc, France Reiner Leidl, Germany Håkan Leifman, Sweden Paul Leigh, United States Paul Lemmens, The Netherlands Diane Levin, State of Israel Jim Lewsey, United Kingdom Chung Yi Li, Taiwan, Republic of China Michael Linden, Germany Margareta Lindén-Boström, Sweden Jutta Lindert, Germany Robert Lu, Taiwan, Republic of China Raimundas Lunevicius, Lithuania Riitta Luoto, Finland Miguel Angel Luque Fernandez, United States Johan Mackenbach, The Netherlands Andrea Madarasova Geckova, Slovakia Radhika Madhari, India Manfred Maier, Austria David Mannino, United States Alice Mannocci, Italy Michał Marczak, Poland Stephanie Marhefka, United States David Martínez, Spain Koutatsu Maruyama, Japan Jacques Massol, France Arne Mastekaasa, Norway Sunil Mathur, United States Mark McCarthy, United Kingdom Rob Mcgee, New Zealand Martin McKee, United Kingdom Philip McLoone, United Kingdom Lisa McNeill, New Zealand Lorna McNeill, United States David McQueen, United States Juan Merlo, Sweden Ray Merrill, United States Ai Milojevic, United Kingdom Gita Mishra, Australia Richard Mitchell, United Kingdom Pietro Amedeo Modesti, Italy Pedro Moreira, Portugal EL Mortensen, Denmark Laust Mortensen, Denmark Ilaria Mosca, The Netherlands Krysia Mossakowski, United States Jorge Mota, Portugal Maria Mourão-Carvalhal, Portugal Mohammad Movahedi, Islamic Republic of Iran Johanna Muckenhuber, Austria Celine Murrin, Republic of Ireland Natasha Muscat, Malta Tomi Mäkinen, Finland Somil Nagpal, India James Nicholls, United Kingdom Paul Norman, United Kingdom Thor Norström, Sweden Sonja Novak-Zezula, Austria Mehmed Novo, Sweden Martin O'Flaherty, United Kingdom Kathryn Oliver, United Kingdom Jacques Orvain, France Esa Osterberg, Finland Suzie Otto, The Netherlands Fred Paccaud, Switzerland Staale Pallesen, Norway Hava Palti, State of Israel Cesira Pasquarella, Italy Edit Paulik, Hungary Markku Peltonen, Finland Marjaana Pennanen, Finland Jose Perez, Spain Carina Persson, Sweden Christian Pettker, United States Ceri Phillips, United Kingdom Kustaa Piha, Finland Hynek Pikhart, United Kingdom Paul Pinsky, United States Inger Plaisier, The Netherlands Andrew Pleasant, United States Sarah Prager, United States Iain Pretty, United Kingdom Gianluigi Quaranta, Italy Mats Ramstedt, Sweden Merja Rantakokko, Finland Sijmen Reijneveld, The Netherlands Grégoire Rey, France Juan Rey-López, Spain Grace Reynolds, United States Giovanni Rezza, Italy Ryan Rhodes, Canada Jan Rigby, Republic of Ireland Mieke Rijken, The Netherlands Robert Roberts, United States Rosa Rodriguez-Monguio, United States Corné Roelen, The Netherlands Anders Romelsjö, Sweden Aldo Rosano, Italy Dominik Rottenkolber, Germany Anjana Roy, United Kingdom Wilhelmina Ruijs, The Netherlands Elisabeth Rydwik, Sweden Amanda Sacker, United Kingdom Luule Sakkeus, Estonia Maria Sala, Spain Luisa Salazar, Switzerland Oddrun Samdal, Norway Laura Samuel, United States Mr. Yevgeniy Samyshkin, United Kingdom Sima Sandhu, United Kingdom Tytti Sarkeala, Finland Rosella Saulle, Italy Marie-Josephe Saurel-Cubizolles, France Tamara Schikowski, Switzerland Sven Schneider, Germany Mathilde Sengoelge, Sweden Valerie Seror, France Omar Shafey, United Arab Emirates Nicola Shelton, United Kingdom Anna Sidorchuk, Sweden Johannes Siegrist, Germany Roberta Siliquini, Italy Sidhartha Sinha, United States Katherine Smith, United Kingdom Neil Smith, United Kingdom Peter Smith, Canada Jacob Spallek, Germany Jeffrey Staab, United States Mai Stafford, United Kingdom Nadine Steckling, Germany Irina Stirbu, The Netherlands Bjørn Strand, Norway Mattias Strandh, Sweden David Stuckler, United Kingdom Harry Sumnall, United Kingdom Joan-Carles Suris, Switzerland Igor Svab, Slovenia Kristian Tambs, Norway Shinichi Tanihara, Japan Stanislaw Tarkowski, Poland David Taylor-Robinson, United Kingdom Gunnar Tellnes, Norway Angela Testi, Italy David Thivel, France Reijo Tilvis, Finland Anna Tompa, Hungary Lyndal Trevena, Australia Andrzej Tukiendorf, Poland Helena Tunstall, United Kingdom Dorothee Twardella, Germany Marcelo Urquia, Canada Anneli Uusküla, Estonia Monique Vahedi Nikbakht, The Netherlands Morten Wahrendorf, United Kingdom Katja Waller, Finland Ien van de Goor, The Netherlands Michael van den Berg, The Netherlands Johan Van der Heyden, Belgium J. van der Velden, The Netherlands Liset van Dijk, The Netherlands Guido Van Hal, Belgium Mieke Van Hemelrijck, United States Folkert van Kemenade, The Netherlands Floor van Oort, The Netherlands Guido van Schoor, The Netherlands Hanna van Solinge, The Netherlands Chris van Weel, The Netherlands Sotiris Vandoros, United Kingdom Haidong Wang, United States Colleen Varcoe, Canada Wilma Waterlander, New Zealand Lars Vatten, Norway Roger Webb, United Kingdom Juha Veijola, Finland Michel Wensing, The Netherlands Bruno Ventelou, France Stephane Verguet, United States Robert Verheij, The Netherlands Aafke Victoor, The Netherlands Trees Wiegers, The Netherlands Auke Wiegersma, The Netherlands Florent Vieux, France Hajo Wildschut, The Netherlands John Wilkinson, United Kingdom Donna Wilson, Canada Remy Vink, The Netherlands Mathilde Vinther-Larsen, Denmark Marianna Virtanen, Finland Jan Wolfhart, Denmark Nico Vonneilich, Germany Bettie Voordouw, The Netherlands Anne Vuillemin, France Fei Yang, Sweden Israel Yust, State of Israel Joris Yzermans, The Netherlands Marco Zappa, Italy Hajo Zeeb, Germany Corina-Aurelia Zugravu, Romania John-Anker Zwart, Norway Gunnar Ågren, Sweden
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 | 0.023 | 0.001 |
| 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) | 0.001 | 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".