Liberalism, diversity and domination Kant, Mill and the government of difference
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
This study addresses the complex and often fractious relationship between liberal political theory and difference by examining how distinctive liberalisms respond to human diversity. Drawing on published and unpublished writings, private correspondence and lecture notes, the study offers comprehensive reconstructions of Immanuel Kant's and John Stuart Mill's treatment of racial, cultural, gender-based and class-based difference to understand how two leading figures reacted to pluralism, and what contemporary readers might draw from them. The book mounts a qualified defence of Millian liberalism against Kantianism's predominance in contemporary liberal political philosophy, and resists liberalism's implicit association with imperialist domination by showing different divergent responses to diversity. Here are two distinctive liberal visions of moral and political life
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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 | 0.001 | 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 | 0.000 | 0.001 |
| 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