Diasporic futures: exploring evolutions of identity among Somali-Canadians
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
Purpose Among the Somalis living in the diaspora, there is a growing number that are returning or are interested in returning to Somalia for personal, economic and political reasons. The purpose of this paper is to examine the potential impact the diaspora has on the future of Somalia by understanding the anticipatory assumptions held by young Somali-Canadians. This research will also examine the role that Soomaalinimo [1] (Somali identity) plays in the transnational ties that diasporic individuals keep with their country and its people. Design/methodology/approach Using an indigenist research approach, this paper explores the evolution of Soomaalinimo over time in a way that is culturally informed and decolonial. Young Somali-Canadians in two cities (Toronto and Edmonton) were given an opportunity to define Soomaalinimo for themselves and create scenarios of how it might evolve in the future for their great-grandchildren. An analysis of these scenarios reveals anticipatory assumptions that shape how they think about the future. Findings Three distinct futures scenarios emerged, and this research revealed three key anticipatory assumptions held by the participants: Somalia will always be home; returning to Somalia is important to maintain Soomaalinimo; and it is the responsibility of the previous generations to transmit Soomaalinimo to future generations. These anticipatory assumptions are examined and an analysis of the implications on decolonizing futures is presented. Originality/value This study expands the conceptualization of the future of a country to include the diaspora and uses the concept of anticipatory assumptions to reveal some of the potential implications of this group.
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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 | 0.001 |
| Science and technology studies | 0.002 | 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) | 0.003 | 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