Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Citation (2015), "Editorial Advisory Board", Theoretical Engagements in Geopolitical Economy (Research in Political Economy, Vol. 30A), Emerald Group Publishing Limited, Bingley, p. vii. https://doi.org/10.1108/S0161-72302015000030A002 Publisher: Emerald Group Publishing Limited Copyright © 2015 Emerald Group Publishing Limited GENERAL EDITOR Paul Zarembka State University of New York at Buffalo, USA EDITORIAL BOARD Radhika Desai University of Manitoba, Canada Juanita Elias University of Warwick, UK Thomas Ferguson University of Massachusetts at Boston, USA Seongjin Jeong Gyeongsang National University, South Korea Jie Meng Tsinghua University, People’s Republic of China Ozgur Orhangazi Kadir Has University, Turkey Paul Cooney Seisdedos Universidade Federal do Pará, Brazil Susanne Soederberg Queens University, Canada Jan Toporowski The School of Oriental and African Studies, University of London, UK Book Chapters Theoretical Engagements in Geopolitical Economy Research in Political Economy Theoretical Engagements in Geopolitical Economy Copyright Page Editorial Advisory Board List of Contributors Introduction: From the Neoclassical Diversion to Geopolitical Economy The Uneven and Combined Development of International Historical Sociology The Collapse of ‘The International Imagination’: A Critique of the Transhistorical Approach to Uneven and Combined Development Locating the State: Uneven and Combined Development, the States System and the Political Expanding Geopolitical Economy: A Critique of the Theory of Successive Hegemonies Gross Domestic Power: Geopolitical Economy and the History of National Accounts Military Power and Trade Policy – Roots of Contemporary Geopolitical Economy Understanding Eurasian Integration and Contestation in the Post-Soviet Conjuncture: Lessons from Geopolitical Economy and Critical Historicism Geographies of Capital Accumulation: Tracing the Emergence of Multi-polarity, 1980–2014
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.
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) | 0.007 | 0.002 |
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 it