Social Media Usage, Tahriib (Migration), and Settlement among Somali Refugees in France
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
Technologies are omnipresent in our society, from mobile telephone systems to satellite television and Internet broadcasting, which shape the way we live, work, and interact. They have also transformed the experience of international migration, making it possible for migrants to maintain strong ties between the host society and the home country. In this article, we examine the precarious situation lived by Somali refugees in France, and we explore their uses of social media during tahriib or their migratory path and settlement in three French cities. Th e fi rst section discusses the method on which this fi eld study is based, that of critical and multi-sited ethnography. Aft er describing living conditions experienced by Somali refugees in France in the next section, the last section presents the findings of the field study. In doing so, the present research strives to fill a research gap by contributing to the advancement of knowledge on social media use by refugees.
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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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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