Racial Frontiers: Hemispheric Logics of Haitians’ Displacement and Asylum in the Americas
Bibliographic record
Abstract
Abstract While international asylum law includes race as the first protected category—followed by religion, nationality, particular group membership, and political opinion—Haitians’ ongoing racialised persecution and denial of refuge across the Americas reveals the failures of this framework. Drawing on academic literature, documentary evidence, and primary sources, we analyse the racial and neocolonial logics constituting Haitians’ experiences at home and as migrants through the Americas. Focusing on Brazil, Colombia, and Mexico as nodes of migration trajectories, we argue that Haitians confront a “hemispheric frontier regime”. Unlike a single border that impedes passage, this multilayered frontier regime constantly uproots Haitians, even while states evade their responsibilities vis‐à‐vis asylum seekers. Over time, mutually reinforcing frontier logics of policing, dispossession, extraction, and empire at various scales—urban, domestic, transnational—structure Haitians’ and other migrants’ racialised exclusion from rights regimes across geographies from Haiti to South, Central, and North America.
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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 | 0.000 | 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 | 0.000 | 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 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".