Social Representations in the European Security and Defence Policy
Why this work is in the frame
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Bibliographic record
Abstract
Why are international institutions designed in one way and not another? Using the European security and defence policy (ESDP) as a case study, this article suggests that the social representations dominating the national and organizational world of institution-makers are key to our understanding the shape and content of an emerging institution of international security cooperation.A focus on social representations, which are the product of institutional practices, helps to break the interest/idea dichotomy that underpins most theories of preference formation when they try to explain institutional designs.This article shows that foreign and defence policy-makers from France, Germany and the United Kingdom have shaped ESDP by projecting their respective social representations, notably with regard to the role of the state, the nature of security challenges and the purpose of their organization.
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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 | 0.001 | 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 | 0.001 | 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