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
This book explores how the rising numbers of refugees entering Europe from 2015 onwards played into fears of cultural, religious, and ethnic differences across the continent. The migrant, or refugee crisis, prompted fierce debate about European norms and values, with some commentators questioning whether mostly Muslim refugees would be able to adhere to these values, and be able to integrate into a predominantly Christian European society. In this volume, philosophers, legal scholars, anthropologists and sociologists, analyze some of these debates and discuss practical strategies to reconcile the values that underpin the European project with multiculturalism and religious pluralism, whilst at the same time safeguarding the rights of refugees to seek asylum. Country case studies in the book are drawn from France, Germany, Greece, Hungary, Italy, the Netherlands, Poland, Spain, Sweden, and the United Kingdom; representing states with long histories of immigration, countries with a more recent refugee arrivals, and countries that want to keep refugees at bay and refuse to admit even the smallest number of asylum seekers. Contributors in the book explore the roles which national and local governments, civil society, and community leaders play in these debates and practices, and ask what strategies are being used to educate refugees about European values, and to facilitate their integration. At a time when debates on refugees and European norms continue to rage, this book provides an important interdisciplinary analysis which will be of interest to European policy makers, and researchers across the fields of migration, law, philosophy, anthropology, sociology, and political science. The Open Access version of this book, available at https://www.taylorfrancis.com/books/e/9780429279317, has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.005 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.150 | 0.003 |
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