Multiculturalism in the British Commonwealth
Bibliographic record
Abstract
A free open access ebook is available upon publication. Learn more at www.luminosoa.org. Multiculturalism as a distinct form of liberal-democratic governance gained widespread acceptance after World War II, but in recent years this consensus has been fractured. Multiculturalism in the British Commonwealth examines cultural diversity across the postwar Commonwealth, situating modern multiculturalism in its national, international, and historical contexts. Bringing together practitioners from across the humanities and social sciences to explore the legal, political, and philosophical issues involved, these essays address common questions: What is postwar multiculturalism? Why did it come about? How have social actors responded to it? In addition to chapters on Australia, Britain, Canada, and New Zealand, this volume also covers India, Malaysia, Nigeria, Singapore, and Trinidad, tracing the historical roots of contemporary dilemmas back to the intertwined legacies of imperialism and liberalism. In so doing it demonstrates that multiculturalism has implications that stretch far beyond its current formulations in public and academic discourse
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 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 | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".