DEFINING ‘EUROPE’ AND ‘EUROPEANS’: Constructing Identity in the Education Policy of the European Union
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
Education policy has been regarded as an important means through which a ‘Europeandemos’ could be created within the European Union. The initiatives undertaken by theUnion in this field were based on a similar rationale that nation states employed in theirprocesses of nation-building. In this framework education was seen as the main mediumthrough which a common culture, shared values and aspirations were inculcated amongthe peoples of ‘Europe’. Parallel to this, the policy discourse of the Union in this fieldsymbolised the way in which Union institutions themselves viewed the identity of theUnion and that of its peoples. This article applies a discourse analysis framework toexplore the way in which the Union institutions represented the identity of the Unionand that of its peoples in their official discourse in the sphere of education policy, whichhas been regarded as a key policy area with respect to identity-formation andmaintenance efforts in the Union.
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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 | 0.001 |
| 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