Fear and Loathing in Haiti: Race and Politics of Humanitarian Dispossession
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 response by Western governments to the earthquake that devastated Haiti on January 12, 2010 throws into sharp relief the connections between racism and dispossession in times of humanitarian crisis. In this article, we take the 2010 earthquake as a point of departure in order to examine the purpose that circulating discourses of black criminality serve in narratives of humanitarianism and development in Haiti. Through an examination of debt, financial colonialism and neoliberal adjustment we explore the deep associations between racism, humanitarianism and ongoing capitalist processes. We conclude by outlining what it would take to dismantle the dispossessions that racialized discourses of blackness, criminality and failed development facilitate in Haiti.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 | 0.000 |
| 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