Fraught subjects: decolonial approaches to racialized international students as “settlers of colour in the making”
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 paper contributes to migration studies, settler colonial studies and critical internationalization studies by mapping as connected two concurrent settler colonial preoccupations, reconciliation and internationalization. In Canada, as in other Western countries, international students are a crucial resource as they increasingly sustain post-secondary funding. At the same time, the Truth and Reconciliation Commission (2015) has charged the educational sector to put reconciliation and decolonization at the heart of their mandate. Drawing on interviews with racialized international students in Ontario, Canada, this paper examines how racialized international students may have complex relationships to coloniality and be complicit in legitimating settler colonialism. We argue that the processes of reconciliation and internationalization must be understood as deeply interconnected especially because the obfuscation of coloniality is a key technology of settler rule.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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