Greening self-government? Incorporation of environmental justifications into sub-state nationalist claim making in Spain
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
Regional nationalism in Spain – particularly those movements in Catalonia and the Basque Country – have been characterized at the parliamentary level by political parties from both the traditional left and right of the political spectrum. While calls for greater autonomy and even secession are made from both ends of that spectrum, the framings of their calls for self-government vary in content and scope. Since the turn into the 21 st century, sub-state nationalist parties of the left - those more typically associated with a prioritization of environmental concerns - in both regions have taken an increased share of the seats in their respective parliaments. Over the same period, climate change has increasingly moved to the front of the list of the concerns of European citizens. This paper investigates the degree to which key regional nationalists of the left have moved to incorporate environmental and climate change concerns into their claim making, narrative, and framings, highlighting both regional, and governance level comparative dynamics.
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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 | 0.000 | 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