Despite the crisis: The resilience of intercultural nationalism in Catalonia
Bibliographic record
Abstract
Abstract Interculturalism provides the core framework for immigration‐related policies in Catalonia, while remaining deeply intertwined with Catalan nationalism. We first identify ‘intercultural nationalism’ as the core doctrine through which Catalan nationalist discourse has been articulated in relation to immigration. We trace interculturalism's origins to nationalism in Quebec and argue that, in Catalonia also, regional immigration policies have been constructed in opposition to those of the central state, while attempting to involve immigrants closely in subnational belonging and social cohesion. Second, we investigate whether interculturalism is durable during economic and political crises, arguing that intercultural policies did not change following the economic recession of the 2010s. This harmonises with broader interpretations that de‐emphasise the role of economic factors in ethnic conflicts. In conclusion we note how the continuing resilience of interculturalism in Catalan policies on immigration contrasts sharply with the rise of xenophobia elsewhere.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.005 |
| Scholarly communication | 0.006 | 0.001 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".