The Transnational Geographies of Immigrant Politics: Insights from a Comparative Study of Migrant Grassroots Organizing
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
Greater global interconnectedness produces a transformation in the ways in which groups constitute and interpret the boundaries of community formation and political practice. This article considers the ways in which a group engages (or not) with the possibilities for transnational identity formation and border-crossing politics granted by the changing structures of the global order. A comparative analysis identifies similarities and differences in the patterns of community formation and political engagement of Salvadoran migrants settled across different urban centers of North America. Variations in the territorial orientation and scales of immigrant political practice are explained by the national and city-level contexts of immigrant reception, the institutional opportunity structure in which migrant groups are embedded, and the nature of relations between migrants and their migrant and nonmigrant institutional interlocutors in places of settlement and their country of origin.
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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 | 0.000 | 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 | 0.002 |
| 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