Homeward Bound? Global Mobility and the Role of the State of Nationality During the Pandemic
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 international law of mobility has by and large been focused on the question of immigration. Its emphasis has therefore been on what I will call, for convenience's sake, the host state. It is there that some of the most intense dilemmas around the question of mobility have arisen in a context of populism, xenophobia, and racism. The state of nationality is not invisible in that context, but this has not typically been the primary variable in trying to understand and assess the normative challenges of global mobility. The COVID-19 pandemic, however, has refocused attention on distinct patterns of mobility, particularly return mobility, of nationals to their country of origin as well as limitations on leaving that country in the first place. The state of nationality has increasingly been asked to mediate demands for security and public health that are extra-territorial and that implicate its nationals in sometimes far-flung locations. I argue that the pandemic is a further opportunity to shift attention onto the state of nationality as a locus of key decisions concerning transnational mobility and thus to rebalance our sense of what goes into the global “mobility equation.”
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 | 0.001 | 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 | 0.001 |
| 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