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 2012 a total of 578 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 2012. Mette Aadahl, Denmark Marie-Jeanne Aarts, The Netherlands Christian Abo Loha, Italy Niveen Abu-Rmeileh, Palestine Robert Adams, Australia Róza Ádány, Hungary Emilie Agardh, Sweden Charles Agyemang, The Netherlands Tit Albreht, Slovenia Kjerstin Almqvist, Sweden Javier Alvarez, Spain Fred Andersen, Norway Gabriel Andreuccetti, Brazil Generoso Andria, Italy Cigdem Apaydin Kaya, Turkey Ramiz Arabacı, Turkey Sara Arber, United Kingdom Arsaell Arnarsson, Iceland Arja Aro, Denmark Lucia Artazcoz, Spain Henry Ascher, Sweden Peter Aspinall, United Kingdom Esmina Avdibegović, Bosnia and Herzegovina Kirsten Avlund, Denmark Ton Baars, Germany Reizo Baba, Japan Michela Baccini, Italy Mona Backhans, Sweden Ingrid Bakker, The Netherlands Claire Ballinger, United Kingdom Pamela Barbadoro, Italy Magali Barbieri, United States Orna Baron-Epel, Israel Henrique Barros, Portugal Laura Basterfield, United Kingdom Alessandra Battisti, Italy Michèle Baumann, Luxembourg Latifa Baynouna, United Arab Emirates Laurent Beghin, France Ulla Beijer, Sweden Omid Beiki, Iran, Islamic Republic of Wanda Bemelmans, The Netherlands Fernando Benavides, Spain Jack Bennebroek Gravenhorst, The Netherlands Michaela Benzeval, United Kingdom Patrick Bergman, Sweden Merita Berisha, Albania Lisa Berkman, United States Isaac Bermejo, Germany Roberto Bernabei, Italy Annette Bernloehr, Germany Jelke Bethlehem, The Netherlands Fabrizio Bianchi, Italy Stuart Biddle, United Kingdom Nazan Bilgel, Turkey Erwin Birnie, The Netherlands Stephanie Bispo, Brazil Ingunn Bjornsdottir, Denmark Carin Björngren Cuadra, Sweden Mary Black, Serbia David Blane, United Kingdom Karen Bloor, United Kingdom Lennart Bodin, Sweden Paolo Bonanni, Italy Jens Bonke, Denmark Carme Borrell, Spain Xavier Bosch, Spain Hans Bosma, The Netherlands Angela Branch-Vital, United States Matthias Braubach, Germany Elizabeth Breeze, United Kingdom Walter Brehm, Germany Cathy Brennan, United Kingdom Heather Brown, United Kingdom Johannes Brug, The Netherlands Marek Bryla, Poland Richard Bränström, Sweden Henrik Brønnum-Hansen, Denmark Jens Bucksch, Germany Aurora Bueno-Cavanillas, Spain Bo Burström, Sweden Cendrine Bursztein Lipsicas, Sweden Claudine Burton-Jeangros, Switzerland Susan Buskin, United States Marcel Buster, The Netherlands Joanne Byrne, Ireland Noriko Cable, United Kingdom Laura Cacciani, Italy Tomaz Caks, Slovenia Stacey Callahan, France María Calle, Spain Neville Calleja, Malta Emmanuelle Cambois, France Sara Cannas, Italy Dexter Canoy, United Kingdom Martin Caraher, United Kingdom Nicola Caranci, Italy Margarida Cardoso, Portugal Giulia Carreras, Italy Patricia Casey, Ireland Jose Castillo, Spain Shamyr Castro, Brazil Bernard Cerutti, Switzerland Yue-Fang Chang, United States Christopher Charles, Canada Nearkasen Chau, France Youngtae Cho, Korea Nain-Feng Chu, Taiwan, Republic of China Stefano Ciatto, Italy Bronwyn Clark, Australia Thomas Clausen, Denmark Bjørgulf Claussen, Norway Renaud Clément, France Samuel Coenen, Belgium Paul Corcoran, Ireland Jesse Cougle, USA Cora Craig, Canada Matty Crone, The Netherlands Stéphane Cullati, Switzerland Espen Dahl, Norway Mogens Damsgaard, Denmark Barbara D'Avanzo, Italy Dinny de Bakker, The Netherlands Joop de Beer, The Netherlands Alice de Boer, The Netherlands Dolf de Boer, The Netherlands Margaretha de Looze, The Netherlands Jan De Maeseneer, Belgium Chiara de Waure, Italy Corrado De Vito, Italy Anne Dee, Ireland William DeJong, United States María del Río-Lozano, Spain Stefaan Demarest, Belgium Angelo d'Errico, Italy Walter Devillé, The Netherlands Roger Dickinson, United Kingdom Finn Diderichsen, Denmark Katharina Diehl, Germany Pascal Diethelm, Switzerland Henriëtte Dijkshoorn, The Netherlands Reinoud Doeschot, The Netherlands Levent Doğancı, Turkey Suhail Doi, Australia Laia Domingo, Spain Felıcitas Domınguez-Berjon, Spain Gé Donker, The Netherlands Peter Donnelly, United Kingdom Thomas Dorner, Austria Nico Dragano, Germany Anne Drummond, Ireland Yong Du, Germany Margreet Duetz, Switzerland Ruth Dundas, United Kingdom Matt Egan, United Kingdom Stig Eiberg, Denmark Terje Eikemo, The Netherlands Ola Ekholm, Denmark Galip Ekuklu, Turkey Liselotte Elinder, Sweden Anne Ellaway, United Kingdom George Ellison, United Kingdom Marko Elovainio, Finland Leonardo Emberti Gialloreti, Italy Eric Emerson, United Kingdom Kehinde Eniola, Nigeria Ulf Eriksson, Sweden Birgitta Essén, Sweden Marie-Louise Essink-Bot, The Netherlands Marjan Faber, The Netherlands Bruno Falissard, France Seena Fazel, United Kingdom Bruno Federico, Italy Ricardo Felberbaum, Germany Inna Feldman, Sweden Esteve Fernández, Spain Nerea Fernández de Larrea-Baz, Spain Pablo Fernandez-Navarro, Spain Frans Feron, The Netherlands Neway Gessesse Fida, United States Wiesław Fidecki, Poland Carmine Finelli, Italy Fjalar Finnäs, Finland Claudia Fischer, The Netherlands Chris Fitch, United Kingdom Helena Fonseca, United States Erja Forssas, Finland Jacques Fracheboud, The Netherlands Eleonor Fransson, Sweden Christine Friestad, Norway Sari Fröjd, Finland Elizabeth Fuller, United Kingdom Carina Furnée, The Netherlands Aslak Fyhri, Norway Rosaria Galanti, Sweden Henrike Galenkamp, The Netherlands John Gallacher, United Kingdom Silvano Gallus, Italy Roberto Gasparini, Italy Anna Gavin, United Kingdom Laurent Gerbaud, France Mariette Gerber, France Siegfried Geyer, Germany Ali Ghaddar, Spain Walid Ghosn, France Aristofanis Gikas, Greece Sharon Gilbert, United States Katja Gillander Gadin, Sweden Hans Gilljam, Sweden Stuart Gilmour, Japan Livia Giordano, Italy Lydia Gisle, Belgium Mika Gissler, Finland Sturla Gjesdal, Norway Heide Glaesmer, Germany Roberto Gnavi, Italy Inese Gobina, Latvia Pere Godoy, Spain Rosa Gofin, Israel Marcel Goldberg, France Agustin Gomez de la Camara, Spain Francisco-Javier Gonzalez-Barcala, Spain Pat Goodman, Ireland Adam Gordois, Australia Giuseppe Gorini, Italy Hilary Graham, United Kingdom Evangelia Grammatikaki, Greece Linsay Gray, United Kingdom Mark Green, United Kingdom Peter Groenewegen, The Netherlands Danielle Groffen, The Netherlands Else Grue, Norway Martin Gulliford, United Kingdom Elisabeth Gummersbach, Germany Isabel Hach, Germany Virginie Halley des Fontaines, France Anna Hamari, Finland Francoise Hamers, France Niklas Hammar, Sweden Petra Hampel, Germany Sobia Haqqi, Pakistan, Islamic Republic of Sam Harper, Canada Neil Harris, Australia Lisa Harryson, Sweden Kjell Haug, Norway Steffen Heide, Germany Asgeir Helgason, Sweden Tomas Hemmingsson, Sweden Michelle Hendriks, The Netherlands Peter Hensen, Germany Tarja Heponiemi, Finland Victoria Hernando, Spain Morton Hesse, Denmark Paula Holland, United Kingdom Olaf Holmboe, Norway Turid Holmen, Norway Bjørn Holstein, Denmark Peter Holt, United Kingdom Khim Horton, United Kingdom Joel Hotchkiss, United Kingdom Philippa Howden-Chapman, New Zealand Clarissa Hughes, Australia Karen Hughes, United Kingdom Tim Huijts, The Netherlands Martijn Huisman, The Netherlands Kate Hunt, United Kingdom Yoon-Mi Hur, Korea, Republic of Andrea Icks, Germany Tacettin Inandi, Turkey Matti Isohanni, Finland Dena Jaffe, Israel Mary Janevic, USA Urban Janlert, Sweden Staffan Janson, Sweden Anne Karen Jenum, Norway David Jimenez-Pavón, Spain Torben Jorgensen, Denmark Malin Josephson, Sweden Hendrik Juerges, Germany Markus Juonala, Finland Mojca Juricic, Slovenia Zubair Kabir, Ireland Risto Kaikkonen, Finland Ruth Kalda, Estonia Carlijn Kamphuis, The Netherlands Vittal Katikreddi, United Kingdom Yvonne Kelly, United Kingdom Michelle Kelly Irving, France Alex Kemper, United States Alexander Kentikelenis, United Kingdom Axel Kern, Germany Farhad Khan, Sweden Gonnie Klabbers, The Netherlands Zalika Klemenc-Ketis, Slovenia Knut-Inge Klepp, Norway Cecile Knai, United Kingdom Craig Knott, United Kingdom Juel Knud, Denmark Rueya Kocalevent, Germany Xander Koolman, The Netherlands Carla Koopman, The Netherlands Petra Koopmans, The Netherlands Maria Kopp, Hungary Natalia Koroleva, United Kingdom Titia Kortbeek, The Netherlands Karolina Kósa, Hungary Antonis Kousoulis, Greece Anne Kouvonen, United Kingdom Bernd Kowall, Germany Mirjam Kretzschmar, Germany Dionne Kringos, The Netherlands Ivar Kristiansen, Norway Alfgeir Kristjansson, Iceland Maarten Krol, The Netherlands Madelon Kroneman, The Netherlands Hervé Kuendig, Switzerland Michael Kulig, Germany Anton Kunst, The Netherlands Emmanuel Kuntsche, Switzerland Sandra Kuntsche, Switzerland Michael Kunze, Austria Elisabeth Kvaavik, Norway Anneke Kwee, The Netherlands Thomas Kühlein, Germany Karin Källén, Sweden Giuseppe La Torre, Italy Carlo La Vecchia, Italy Karine Laaidi, France Mikko Laaksonen, Finland Tiina Laatikainen, Finland Richard LaBrie, United States Merete Labriola, Denmark Rebecca Lacey, United Kingdom Eero Lahelma, Finland Taavi Lai, Estonia Peter Lansberg, The Netherlands Krisztína László, Sweden Jørgen Lauridsen, Denmark Daniel Lavanchy, Switzerland Kenny Lawson, United Kingdom Avula Laxmaiah, India Martine Ledrans, France Mall Leinsalu, Sweden Patrizia Lemma, Italy Nicole Liddon, United States Susan Lin, United States Lene Lindberg, Sweden Jutta Lindert, Germany Michael Livingston, Australia Tim Lobstein, United Kingdom Pierre Lombrail, France Pietro Lopalco, Sweden María Luisa López, Spain Beatriz Lopez-Valcarcel, Spain Vincent Lorant, Belgium Sonja Lumme, Finland Rikke Lund, Denmark Ingvar Lundberg, Sweden Ulf Lundberg, Sweden Miguel Angel Luque Fernandez, South Africa Johan Mackenbach, The Netherlands Ida Madsen, Denmark Els Maeckelberghe, The Netherlands John Mæland, Norway Manfred Maier, Austria Alice Mannocci, Italy Fariborz Mansour-Ghanaei, Iran, Islamic Republic of Riccardo Marioni, United Kingdom Jaume Marrugat, Spain Wendy Marsh-Tootle, United States Blaise Martin, Switzerland Jean Martin, Switzerland Michael Marx, Germany Jolanda Mathijsen, The Netherlands Saija Mauno, Finland Artur Mazur, Poland John McAlaney, United Kingdom Mark McCarthy, United Kingdom Alex McConnachie, United Kingdom Martin McKee, United Kingdom Philip McLoone, United Kingdom David McQueen, United States Cristian Meghea, United States Ingrid Mehlum, Norway Gwenn Menvielle, France James Mercer, Norway Vera-Christina Mertens, The Netherlands Niina Metsä-Simola, Finland Christian Meyer, Denmark Andrea Micheli, Italy Berrie Middel, The Netherlands Alexander Miething, Sweden Roberto Miniero, Italy Anne-Frédérique Minsart, Belgium Stephanie Misono, United States Patriek Mistiaen, The Netherlands Richard Mitchell, United Kingdom Anu Molarius, Sweden Edith Montgomery, Denmark Ramani Moonesinghe, United States Simon Moore, United States Laust Mortensen, Denmark Mohammad Movahedi, Iran, Islamic Republic of Bozena Mroczek, Poland Pierpaolo Mudu, Italy Maurice Mulcahy, Ireland Nina Mulia, United States Natasha Muscat, Malta Axel Mühlbacher, Germany Marcel Müller, Germany Fredrika Mårtensson, Sweden Tomi Mäkinen, Finland Henrik Møller, United Kingdom Sigvard Mölstad, Sweden Hermann Nabi, France Gera Nagelhout, The Netherlands László Nagymajtényi, Hungary Hiroyuki Nakamura, Japan Koshi Nakamura, Japan Saharnaz Nedjat, Iran, Islamic Republic of Tomaž Nerat, Slovenia Thomas Niederkrotenthaler, Austria Isabelle Niedhammer, France Paul Norman, United Kingdom Thor Norström, Sweden Sonja Novak-Zezula, Austria Maria Nunes, Brazil Alicia O'Cathain, United Kingdom Elke Ochsmann, Germany Jillian Oderkirk, France Martin O'Flaherty, United Kingdom Henrik Ohlsson, Sweden Jørn Olsen, Denmark Jacques Orvain, France Esa Osterberg, Finland Renée Otter, The Netherlands Suzie Otto, The Netherlands Staale Pallesen, Norway Demosthenes Panagiotakos, United States Denise Peels, The Netherlands Jan Hyld Pejtersen, Denmark Carina Persson, Sweden H Susan J Picavet, The Netherlands Frank Popham, United Kingdom Ann Post, Sweden Tanja Potocki Karacic, Croatia Sarah Prager, United States Anne Prenzler, Germany Gianluigi Quaranta, Italy Natasja Raijmakers, The Netherlands Mats Ramstedt, Sweden Éva Rásky, Austria Wolfgang Rathmann, Germany Robert Ravelli, United Kingdom Oliver Razum, Germany Boika Rechel, United Kingdom Enrique Regidor, Spain Hanna Remes, Finland Juan Rey-López, Spain Grace Reynolds, United States Giovanni Rezza, Italy Clive Richardson, Greece Carissa Rocheleau, United States Gabriela Roman, Romania Anders Romelsjö, Sweden Aldo Rosano, Italy Peter Rosenbaum, Canada Rima Rouhana, Lebanon Silvia Rueda, Spain Vian Sadiq, Sweden Sukanta Saha, Australia Minna Salonen, Finland Oddrun Samdal, Norway Paula Santos, Portugal Raul Santos, Brasil Tytti Sarkeala, Finland Martin Schneider, Switzerland Peter Schnohr, Denmark Carola Schrijvers, The Netherlands Pär Schön, Sweden Jennifer Scott, United States Bohumil Seifert, Czech Republic Frederic Selck, United States Kazim Sheikh, United States Frances Shiely, Ireland Martin Shipley, United Kingdom Ivy Shiue, United Kingdom Bonnie Sibbald, United Kingdom Anna Sidorchuk, Sweden Paul Silcocks, United Kingdom Roberta Siliquini, Italy Pedro Silva, Portugal Sidhartha Sinha, United States Petteri Sipilä, Finland Louise Sjoholm, Sweden Lany Slobbe, The Netherlands Neil Smith, United Kingdom Istvan Soos, United Kingdom Nicholas Spencer, United Kingdom Mai Stafford, United Kingdom Sherri Nordstrom Stastny, United States Jim Steenbergen, The Netherlands Barbara Stewart-Knox, United Kingdom Michael Stoto, United States Silvia Stringhini, Switzerland Harry Sumnall, United Kingdom Merja Suominen, Finland Igor Svab, Slovenia Jan Sørensen, Denmark Rachel Tabak, United States Perjan Taha, Iraq, Republic of Hiko Tamashiro, Japan Kristian Tambs, Norway Safak Taner Gursoy, Turkey Mare Tekkel, Estonia Marleen Temmerman, Belgium Guus ten Asbroek, The Netherlands Weiping Teng, China, People's Republic of Angela Testi, Italy Reijo Tilvis, Finland Aura Timen, The Netherlands Alberto Torres, Spain Justin Trogdon, United States Konstantinos Tsitas, Greece, Pakistan Nasir Uddin, Pakistan, Islamic Republic of Anneli Uusküla, Estonia Javiera Valdes, Spain Nicole Valentine, Switzerland Katja Waller, Finland Birgit Wallmann, Germany Joan Valls, Spain Ed van Beeck, The Netherlands Maria Van den Muijsenbergh, The Netherlands Johan Van der Heyden, Belgium Lucas van der Hoek, The Netherlands Marianne van der Sande, The Netherlands Koos van der Velden, The Netherlands Jouke van der Zee, The Netherlands Liset van Dijk, The Netherlands Coen van Gool, The Netherlands Irene van Valkengoed, The Netherlands Hadewijch Vandenheede, Belgium Sotiris Vardoulakis, United Kingdom Lars Vatten, Norway Patrick Vavken, United States Lennert Veerman, Australia Michel Weijerman, The Netherlands Werner Venetz, Switzerland Marieke Verschuuren, The Netherlands Peter Westerholm, Sweden Trees Wiegers, The Netherlands Hajo Wildschut, The Netherlands John Wilkinson, United Kingdom Sarah Villadsen, Denmark Joan Villalbí, Spain Haije Wind, The Netherlands Adam Windak, Poland Remy Vink, The Netherlands Carmen Vives-Cases, Spain Rachel Volberg, United States Mirielle Wolfers, The Netherlands Hans Wolff, Switzerland Bettie Voordouw, The Netherlands James Wright, United Kingdom Mei-jing Wu, China, People's Republic of Anne Vuillemin, France Peeter Värnik, Estonia Tanja Wörmann, Germany Ediz Yeşilkaya, Turkey Yelena Yurasova, Russian Federation Dana Zagnat, Romania Alessandro Zanetti, Italy Hajo Zeeb, Germany Belén Zorrilla, Spain Corina-Aurelia Zugravu, Romania Marloes Zuidgeest, The Netherlands Marieke Zwaanswijk, The Netherlands Per-Olof Östergren, 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 | 0.011 | 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 | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".