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
In 2005 a human rights petition at the Supreme Court challenged the tradition of living goddesses called Kumaris and, in particular, that of the former royal Kumari, who lives a sequestered ritual life until puberty, and who used to bless and legitimate the king once a year. The case went on while Nepal overthrew its king and was declared a secular state in 2007. When the judgment was pronounced in 2008, the goddess was still at her post and now blessed the president. This court case is taken to illustrate the directions and form that Nepali secularism is taking. It reveals a distinctive form of secularism where the state is involved in supporting and reforming religion. The religious tradition here is seen as an asset for the state, worthy of preserving, provided it makes way for social reforms in tune with the times. Despite being reduced in court to a child capable of being deprived of her rights, the political power of the goddess remains intact and her role for the nation is recognized in the verdict; both human and divine, the Kumari has been acknowledged under the now secular legal regime.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.002 |
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