The Ethics of Immigration Revisited: Response to Brock, Fabre, Risse and Song
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
Abstract To a large extent, the differences between my four interlocutors and me have more to do with the way we choose to frame a question or approach a problem than with substantive disagreements. In her discussion of temporary workers and the brain drain, Gillian Brock implicitly assumes a different background framework of moral responsibility from the one I adopt in my book. Similarly, Cécile Fabre asks important questions about the intersection of immigration and criminal justice, but ones that I chose not to pursue in quite the same way or, in some cases, at all. Matthias Risse says that political theory should be ‘action‐guiding’, and I try to problematize that claim, at least to the extent that it limits the questions we can ask. Finally, I applaud the attention that Sarah Song brings to the link between political community and social membership but resist her suggestion that this shows that political community is more fundamental than social membership. I also suggest the need to clarify further the limits to democratic self‐determination.
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 | 0.004 | 0.002 |
| 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