Cultural capital in an understated nation: the case of Scotland
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
The concept of cultural capital is rarely used to explore specifically national cultural formations. This paper explores how Scotland, with its distinctive national identity, yet its constitutionally subordinate position within the UK offers an interesting case to explore the relationship between nationality and cultural capital. It examines how the concept can be used to unpick collective national identities, and how devolution might have changed its relationship to matters of identity and culture. It is especially concerned to show how Scotland's position within the UK leads to a form of cultural formation caught between two contradictory assumptions: that Scotland is 'culture-lite'--insufficiently different from the rest of the UK in terms of cultural markers such as language religion etc to be 'national'; and on the other hand that Scotland is 'culture-heavy' in so far as its cultural iconography is so hegemonic and distorted that it generates deformed narratives and discourses.
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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 | 0.000 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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