Migrant Citizenships and Autonomous Mobilities
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
The study of the political agency and subjectivity of refugees and migrants has become an increasingly important topic within migration studies. Migration involves struggles around fundamental social and political issues, namely mobility, residence, and citizenship rights. Expressions of this struggle can be found in local actions against detention, deportation, and other border controls; campaigns for regularization and status; the revival of sanctuary cities; and global struggles for freedom of movement. However, the traditional concepts and frameworks of migration do not adequately take into account the full dynamic range of migrant practices of political subject-making. This article analyses the “autonomy of migration” literature within migration studies and critically assesses whether the concepts from this perspective can be mobilized to understand the political agency and subjectivity of migrants. While the autonomist approach to migration makes vital and dynamic contributions to our understanding of migrant political agency, its dismissal of citizenship as an exclusionary concept would benefit from a more nuanced approach.
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 | 0.002 | 0.001 |
| 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 | 0.000 |
| 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