International Pecking Orders: The Politics and Practice of Multilateral Diplomacy
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
"In any multilateral setting, some state representatives weigh much more heavily than others. Practitioners often refer to this form of diplomatic hierarchy as the 'international pecking order'. This book is a study of international hierarchy in practice, as it emerges out of the multilateral diplomatic process. Building on the social theories of Erving Goffman and Pierre Bourdieu, it argues that diplomacy produces inequality. Delving into the politics and inner dynamics of NATO and the UN as case studies, Vincent Pouliot shows that pecking orders are eminently complex social forms: contingent yet durable; constraining but also full of agency; operating at different levels, depending on issues; and defined in significant part locally, in and through the practice of multilateral diplomacy"...
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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 | 0.001 |
| 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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it