The “Bogus” Refugee: Roma Asylum Claimants and Discourses of Fraud in Canada’s Bill C-31
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

 
 
 The passage of Bill C-31 into Canadian law in June 2012 is part of a discourse created around refugees by the current Government of Canada. Refugees are divided into “good and proper” refugees who live in camps abroad, and the “ fraudulent and bogus” refugees who claim asylum at the Canadian border. The new act, Bill C-31 or Protecting Canada’s Immigration System Act, is analyzed with respect to changes that will result in the systematic exclusion of certain groups of asylum seekers from Canada, based on these discourses of “bogus” and “fraud,” even though these groups may include genuine refugees. Drawing on the case of Czech Roma refugee claimants who come to Canada from Europe, this article shows how the Roma come to stand for the perfect “bogus” refugee — a person who wants to cheat the benevolent Canadian system without having grounds for a successful refugee status application. A critical look at the legislation provides new insights into the relations between governmentality and the regimes of citizenship, with the state performing its power in increasingly spectacular ways. Refugees act as the abject Other that legitimizes, legalizes, and reaffirms such state interventions. 
 
 
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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