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
Contemporary scholars routinely argue colonialism and imperialism are indistinguishable. In this essay, I challenge this argument. While it is true the "colonial" and "imperial" overlap and intersect historically, I argue there is a central thread of modern colonialism as an ideology that can be traced from the seventeenth century to mid-twentieth century that was not only distinct from-but often championed in explicit opposition to-imperialism. I advance my argument in four parts. First, I identify key ways in which the colonial can be distinguished from the imperial, including most importantly the specific kind of productive power inherent in colonialism. Second, I examine how colonialism and imperialism evolve in meaning and are redefined by both champions and critics, in relation to each other in the late nineteenth/early twentieth centuries. Third, I examine the historical moment when colonialism and imperialism fully conflate after WWII through the UN process of decolonization as the "salt water thesis" delimits colonialism to mean foreign racialized domination, and it thus becomes synonymous with imperialism. I conclude with an analysis of why the distinction still matters in both theory and practice.
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.001 | 0.002 |
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