The colour of wealth concentration: the defence of economic privilege and multicultural ideology in postcolonial Mauritius
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
Ideologies play a key role in the maintenance of inequality. Yet, as the case of the Franco-Mauritians, the white elite of Mauritius, shows, ideologies are also often challenged. Following struggles between elites and other social groups, ‘new’ ideologies may even emerge. A closer look at the transition from the colonial to postcolonial period in Mauritius provides relevant insights into the dynamics of such struggles, including how, in ambiguous ways, outcomes may foster the maintenance of inequality. It shows that the emergence of multiculturalism as an ideology enhanced (political) equality, yet also allowed Franco-Mauritians to maintain their wealth base
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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