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 This book explores how Islam is represented, perceived and lived within higher education in Britain. It is a book about the changing nature of university life, and the place of religion within it. Even while many universities maintain ambiguous or affirming orientations to religious institutions for reasons to do with history and ethos, much western scholarship has presumed higher education to be a strongly secularizing force. This framing has resulted in religion often being marginalized or ignored as a cultural irrelevance by the university sector. However, recent times have seen higher education increasingly drawn into political discourses that problematize religion in general, and Islam in particular, as an object of risk. Using the largest data set yet collected in the UK (2015–18) this book explores university life and the ways in which ideas about Islam and Muslim identities are produced, experienced, perceived, appropriated, and objectified. We ask what role universities and Muslim higher education institutions play in the production, reinforcement and contestation of emerging narratives about religious difference. This is a culturally nuanced treatment of universities as sites of knowledge production, and contexts for the negotiation of perspectives on culture and religion among an emerging generation. We demonstrate the urgent need to release Islam from its official role as the othered, the feared. When universities achieve this we will be able to help students of all affiliations and of none to be citizens of the campus in preparation for being citizens of the world.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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) | 0.004 | 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