Bibliographic record
Abstract
Paul Blustein is an economic journalist and author. He spent much of his career reporting for the Washington Post and the Wall Street Journal, and he is currently working on his seventh book, about the US dollar's global dominance.Peter Coy writes a newsletter about economics for the Opinion section of the New York Times. Before joining the Times in 2021, he wrote for Bloomberg Businessweek; before that, BusinessWeek; before that, the Associated Press; before that, the Waterbury (Conn.) Republican. He has a bachelor's degree in history from Cornell.Roei Davidson is an associate professor in the Department of Communication at the University of Haifa. He studies popular representations of economic life. He also studies how the information technology industry and the systems it develops—social media, artificial intelligence, digital finance—impact human autonomy and the distribution of capital. He has published in journals such as New Media and Society, Information Communication and Society, and Public Understanding of Science.Julien Duval is senior researcher at the French National Center for Scientific Research (CNRS). His research focuses on journalism, the mediatization of welfare state issues, and the sociology of culture. He is the author of Critique de la raison journalistique (Le Seuil, 2004) and Le cinéma au XXe siècle (CNRS Editions, 2016). He has also coedited several books on the sociology of Pierre Bourdieu (notably The Routledge Companion to Bourdieu's “Distinction,” 2015) and some lectures of Bourdieu (General Sociology, Polity, 2019–23).Evelyn L. Forget is a professor of economics and community health sciences at the University of Manitoba. Her research examines the health and social implications of poverty and inequality, and women in the history of economic thought. She is an Officer of the Order of Canada, a Fellow of the Royal Society, and the editor, along with Cléo Chassonery-Zaïgouche and John Singleton, of the 2022 HOPE supplement, New Historical Perspectives on Women and Economics (Duke University Press, 2022).Manuel Gárate holds a PhD in history from the EHESS, Paris. He is a professor at the Institute of History of the Pontifical Catholic University of Chile. His research topics are related to the history of economic thought in Chile and the image of the Chilean military dictatorship abroad.Chris Giles became economics editor for the Financial Times in October 2004, having previously served as a leader writer. His reporting beat covers global and UK economic affairs and he writes a UK economics column fortnightly. Before joining the FT as economics editor, he was an economics reporter for the BBC, worked for Ofcom, the telecommunications regulator, and started his career with seven years as an economist for the Institute for Fiscal Studies. Chris loves numbers.Maria Grafström is an associate professor in business studies and an organizational scholar at the Stockholm Centre for Organizational Research (SCORE), Stockholm School of Economics and Stockholm University. Her research focuses on the mediatization of organizations and how media participate in creating and circulating ideas and shape organizational agendas. Particularly, she has engaged in questions about the role of the business press and the development of economic news as a separate genre in Sweden. Maria has published her research in various international outlets, most recently in Media, Culture, and Society, Media and Communication, and Administration & Society.Tiago Mata is an associate professor at University College London's Department of Science and Technology Studies. In 2012–16 he was principal investigator of the European Research Council Starter Grant “Economics in the Public Sphere,” researching the history and sociology of economic journalism. His research has examined the genres and practices of communicating economic ideas and the origins and development of dissent in the economics discipline. He has published in leading journals in history, sociology, and economics and has a forthcoming book with Cambridge University Press, Radical Expectations, on the history of radical ideas in the 1960s and 1970s.Paul Charles Milazzo is an associate professor of history at Ohio University. He has published on topics related to environmental policymaking and political institutions in the United States, as well as the history of American conservative thought. He is the author of Unlikely Environmentalists: Congress and Clean Water, 1945–1972, and contributed the introduction for Business Tides: The Newsweek Era of Henry Hazlitt.Tomás Undurraga holds a PhD in sociology from the University of Cambridge. He is director of the Sociology Department at Universidad Alberto Hurtado, Chile. His research focuses on cultural and economic sociology, and science, technology, and environmental studies. His work has been published in Cultural Sociology, Sociological Review, Geoforum, Minerva, Cultural Economy, and Latin American Studies, among other journals.David Warsh, a career journalist, reported for Chicago's City News Bureau, Newsweek, the Wall Street Journal, Forbes, and the Boston Globe. Since 2002, he has written Economic Principals, a weekly newsletter. A graduate of Harvard College, he is author of several books and a two-time winner of financial journalism's Loeb Award.Carl Wennerlind is a professor of history at Barnard College, Columbia University. His research focuses on early modern European intellectual history and political economy. He is the author of Casualties of Credit: The English Financial Revolution, 1620–1720 (Harvard University Press, 2011) and coauthor of A Philosopher's Economist: Hume and the Rise of Capitalism (University of Chicago Press, 2020), with Margaret Schabas, and Scarcity: A History from the Origins of Capitalism to the Climate Crisis (Harvard University Press, 2023), with Fredrik Albritton Jonsson.
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 | 0.000 | 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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.014 | 0.011 |
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; both teacher heads agree on what is shown here.
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".