Ethnic Conflict and Contemporary Social Mobilization: Exploring Motivation and Political Action in the Sri Lankan Diaspora
Bibliographic record
Abstract
Members of the diaspora are conflict actors with an agency that is important to include in conflict theories and analysis of international relationships. Scholarship suggests its origins, and thereafter changes in the conflict cycle effect decision-making and mobilization in the diaspora, but the conditions and mechanisms that inform these processes are undertherorized. The Sri Lankan conflict and its Toronto based diasporas are used to explore processes of diasporization and mobilization in the context a changed political landscape. A series of semi-structured interviews and a short survey asks respondents to assess their motivations for mobilization. The comparative work is within and between ethnic groups. New Institutionalism underscores this project. Butler’s (2001) epistemology, Brinkerhoff’s (2005) identity-mobilization framework, the political process model and insights from the New Social Movement literature are used to situate politicized identities and political activism directed toward the homeland. Attention is paid to factor processes.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.008 | 0.010 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".