Trajectories of Multiculturalism in Germany, the Netherlands and Canada: In Search of Common Patterns
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
Abstract In the mid-1990s, Canadian scholarship introduced an important distinction between historically incorporated national minorities and ethnic groups emerging from recent immigration. While the former may be accommodated through federal or multinational arrangements, multiculturalism has come to describe a normative framework of immigrant integration. The distinction between these analytically different types of movements is crucial for Taylor's and Kymlicka's influential theories, but the relations between different types of national and ethnic struggles for rights and recognition have remained unexplored in much of the subsequent scholarly literature. This article starts from a theoretical position where different types of diversity are viewed as highly interdependent in practice. Tracing the trajectories of multiculturalism in three different countries, the article aims to identify common patterns of how changing relations between traditionally incorporated groups affect public perceptions of and state responses to more recent immigration-induced diversity. More specifically, it asks the following question: to what extent does the absence (in Germany), discontinuation (in the Netherlands) and exacerbation (in Canada) of claims on ethnocultural grounds by traditionally incorporated groups influence the willingness of the national majority/ies to grant multicultural rights to immigrants?
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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 | 0.000 |
| 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