The colonial governmentality of Cambridge Assessment International Education
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 examines Cambridge Assessment International Education (CAIE) as a global assemblage that instrumentalizes colonial governmentality. CAIE is a department of the University of Cambridge that has governed schools in British colonies and former colonies since the mid-19th century. These schools constitute a Cambridge School system with approximately 1 million students around the world who take Cambridge examinations. CAIE invisibilizes its thousands of schools in the global South by enclosing them within privatized discursive spaces it terms “Cambridge School Communities.” CAIE simultaneously assembles and visibilizes an ecology of expertise by connecting a global array of researchers, consultants, businesses, organizations, publication outlets, and conferences. Rather than taking an interest in the “low-performing jurisdictions” of Africa, Latin America, and South Asia, CAIE’s ecology of expertise positions British educational culture in relation to a pre-modern “East.” CAIE explains the East’s high performance in international comparative assessments with stereotypes in order to reassert the superiority of British-led international education. These technologies of colonial governmentality altogether enable CAIE’s global extraction of epistemic 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.
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 | 0.008 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.005 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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