2 - The Migration and Informal Market Nexus: A study of Nigerien Forex Traders in Benin City
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 article attempts to understand how migrant communities in the global South shape and contribute to the establishment and operation of niche sectors and informal markets in receiving states. The article examines the impact that a community of migrants from Niger Republic have had on the foreign exchange market in Benin City, Edo State, Nigeria. The analysis is situated within the postcolonial framework while drawing on sociological frameworks and methodological tools (ethnography). By analysing the narratives of Nigerien migrants in Benin City, this paper unpacks the characteristics of the migrant forex niche, the interaction between the formal and informal forex businesses in the market, as well as the interplay between migrants and locals in the community. We argue that the nexus of intra- African migrations and informal niche markets leads to spatial, political, economic and social transformations that challenge the significance of formal markets and the limitations of undocumented status.
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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 | 0.001 | 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 it