Involuntary Immobility and the Unfulfilled Rite of Passage: Implications for Migration Management in the Gambia, West Africa
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
Abstract Gambia, the smallest country on the African continent, is one of the largest contributors, per capita, to irregular migrants in Europe. Aspirations to migrate are ingrained culturally, to the extent that they can be understood as a rite of passage. Unfilled rites, associated with involuntary immobility, have led to pervasive frustration and feelings of entrapment, locally referred to as having the nerves syndrome . This article explores the societal and cultural significance of migration in this context, exploring the meanings that this especially has for effective migration management. It provides evidence and context for the deep motives, embedded socially and culturally, for migration as a significant mechanism to maintain status and achievement of adulthood. In view of this, initiatives by foreign and domestic governments and NGOs to work on campaigns and strategies to entice citizens to remain and work at home should be carefully considered. Foreign policies and funds to so‐called empower youth to stay in their home countries may be misleadingly ineffective. The academic literature does not sufficiently address this.
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 | 0.000 |
| 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