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
1. Tourism and Religious Journeys 2. Sacred Spaces and Tourist Places 3. Religious and Secular Pilgrimage 4. Paradigms of Travel 5. Travel and Journeying on the Sea of Faith 6. Religious Tourism as an Educational Experience 7. Empty Bottles at Sacred Sites 8. Management Issues for Religious Heritage Attractions 9. Tourism and the Spiritual Philosophies of the 'Orient' 10. Nature Religion, Self Spirituality and New Age Tourism 11. Global Jewish Tourism 12. Buddhism, Tourism and the Middle Way 13. Tourism and Islam 14. Pilgrimage in Sikh Tradition 15. Pilgrimage in Hinduism 16. Sacred Places and Tourism in the Roman Catholic Tradition 17. Tourism and Informal Pilgrimage among the Latter-Day Saints 18. Conclusion
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 | 0.001 | 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