Refuge: Transforming a Broken Refugee System. By Alexander Betts and Paul Collier
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
In discussing the spontaneous movement of Syrian refugees to Europe in 2015 in the first pages of Refuge, Betts and Collier aptly identify what occurred in 2015 as not a crisis of numbers but “a crisis of politics” (p. 2). It is in response to this crisis of politics that the authors have written this book with the objective of outlining a “workable system that can sustainably offer sanctuary to the world’s refugees […] while working within the constraints of the contemporary world” (p. 234). By presenting thoughtful and sometimes provocative proposals such as advocating for a development-based approach to refugee protection that prioritizes refugee autonomy through economic opportunities and the creation of safe-havens in proximate states, Refuge encourages its readers to seriously reflect on the ethical and political principles that underpin the current refugee regime. Refuge begins by providing a comprehensive and highly instructive overview of the Syrian refugee crisis paired with an excellent historical analysis of the current international refugee regime and the role that its origins in post-WWII and Cold War Europe has played in its inability to meet the challenges of today’s world. The heart of the book, however, comes in the second part. In brief, the core proposals of Refuge can be divided into three categories. The first seeks to redefine the objectives of refugee protection. In it, the authors argue for a shift away from the use of persecution as the basis for refugee claims in favor of grounding the ethical case for refugee assistance in the duty of rescue. This duty is understood as providing both a strong moral basis for refugee assistance and yet imposing limits on the right to enter other countries. Using the well-known analogy of a bystander watching a child who has fallen into a pond cry out for help, the authors assert that the plight of refugees evokes the “raw compassion that is at the bedrock of the human condition” (p.100). Our duty to rescue refugees is fundamentally a consequence of our belonging to a moral community that extends beyond the boundaries of our political community. Moreover, the authors argue that the duty to rescue obliges us, insofar as it is feasible, to restore life “as closely as possible to pre-refuge conditions” (p. 107).
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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