Topographies of African Spirituality : Essays in Honor of Jacob K. Olupona
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
<p>This book explores African spirituality inside and outside of religion, investigating African traditions and perceptions in the study of spirituality across Africa and the African diaspora. It provides an interdisciplinary reflection on key issues in the field and sheds light on everyday experiences. In particular, the volume celebrates the work and mentorship of Professor Jacob K. Olupona, a leading figure in the study of African spiritualities, religions in Africa, and methodological approaches to the study of religion. With chapters by an impressive range of scholars from institutions across Africa, Europe, and North America, this book makes a valuable empirical and theoretical contribution to the development of African religious studies.</p>
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 | 0.009 | 0.016 |
| Science and technology studies | 0.000 | 0.003 |
| Scholarly communication | 0.000 | 0.005 |
| Open science | 0.005 | 0.010 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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