Bibliographic record
Abstract
From Canada to India, from Israel to the United States, the problem of multicultural accommodation is high on the global political agenda. In recognition of the importance of cultural diversity, various countries have begun to revisit their public policies, trying to find a more fitting system of accommodation for their varied communities. The hope is that since “we are all multiculturalists now,” we can explore ways in which state law can be rendered sufficiently pluralistic, allowing different communities to be governed by their own institutions and traditions. This trend toward group-based accommodation raises fundamental questions about the distribution of rights and authority in the multicultural state. These questions in turn focus our attention on the legal-institutional mechanisms of multiculturalism, and how they might affect not only the distribution of rights and authority, but also the distribution of social costs. Both advocates and critics of multiculturalism have given much attention to the potential for accommodation to erode the social unity of already diverse polities. They are quite reasonably concerned that such societies will lose whatever “social glue” holds their citizens together. Yet relatively little thought is given to the effects that the distribution of differentiated rights can have upon the accommodated group members themselves. One of the aims of this book is to right this omission. Yet my inquiry does not stop there. If the state is to take identity groups seriously, we must re-examine yet another fundamental question of political life: that of institutional design and the division of authority.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.006 | 0.003 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.245 | 0.072 |
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".