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
Muslims and Jews protested an advertisement critical of halal and kosher slaughter of animals, which was emailed to approximately two hundred legislators. Jewish critics were particularly offended by the use of references to the Holocaust, which they said amounted to the trivialization of genocide. The Sultan of Brunei said that a new Sharia Penal Code will come into effect in stages starting in April. Sharia courts mainly deal with marriage and inheritance and only apply to the 70 percent of the population that is Muslim. Canada announced plans to give $1.2 million to promote religious liberty. Of that, $553,643 will go to promote dialogue and conflict mediation in Jos, Nigeria, and other parts of Nigeria's Plateau State, which has seen violence between Muslims and Christians, and $672,000 will go to train government officials and community leaders in Eastern Europe, Central Asia, and the South Caucasus. The Coalition Avenir Québec, the third largest party in Quebec, announced its support for a ban on religious symbols in the public sector, something that is already supported by the Parti Québécois. If approved, the policy would allow crosses, yarmulkes, and turbans for lesser officials but not for high-ranking ones.
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 | 0.002 | 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) | 0.000 | 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