Spain’s Multinational Constitution: a Lost Opportunity?
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 Spanish Constitution of 1978 provid- ed an opportunity for minority nationalities within Spain to achieve a degree of political au- tonomy not shared by others within the state. During the constituent process, the non-Span- ish speaking national communities of Catalonia and the Basque Country were the only political entities demanding political autonomy to ac- commodate their national identities in the new Constitution. Today, after thirty years of demo- cratic and constitutional development, we can see that the possibilities offered by the Spanish Constitution to recognize and accommodate the multinational character of the Spanish state have been lost. This article examines causes of this failure to take advantage of the possibilities provided by the Spanish Constitution to pro- vide for asymmetrical political autonomy for minority nationalities.
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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 | 0.001 |
| Science and technology studies | 0.005 | 0.015 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.011 | 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