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
Andrew Rippin, the British-Canadian specialist of the Qurʾan, classical Islam and the study of religion passed away on Tuesday, 29 November 2016 in his home in the city of Victoria, Canada. He began his intellectual journey forty years ago while studying traditions ascribed to ʿAbd Allah b. ʿAbbas (d. 68/687), the “founding father” of Qurʾanic Studies. Since then Andrew's many writings on Islamic scripture and Muslim life made him a prolific scholar of international repute. His penetrating critical insights were welcomed by the students he taught and the colleagues with whom he collaborated, both in the western academe and among the Islamic seminaries of Iran, Turkey, and Indonesia, and at various academic conferences around the world. Andrew is known best, perhaps, for his critical studies of the body of Qurʾanic exegetical tradition ( Tafsir ) and subsequent literary and historical studies of the text known as the Qurʾanic sciences ( ʿUlum al-qurʾan ).
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 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 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