Neoliberal Fatigue: The Effects of Private Refugee Sponsorship on Canadians’ Political Consciousness
Bibliographic record
Abstract
Private sponsorship has become a primary way that refugees access resettlement to Canada. Key in this program are the private Canadians who volunteer their money, time, and labor to sponsor and support refugees. Drawing on 25 interviews, this article examines the insights that these privileged citizens of the global north gain as they help refugees struggling with the marginalizing consequences of neoliberal austerity in their new hostland. While sponsors learn about the challenges facing working-class racialized newcomers (otherwise obscured to sponsors by their racial, class, and citizenship privileges), the program robs sponsors of the time and mental bandwidth to reflect on the structural nature of these challenges. Consequently, sponsors rarely understand refugees’ struggles as public troubles necessitating broader intervention, including modest policy reform. I call this cognitive outcome neoliberal fatigue. I conclude by discussing how this fatigue thwarts social change and reinforces neoliberal capitalism.
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How this classification was reachedexpand
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 | 0.016 |
| 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 | 0.003 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".