Bi-lingual Newspaper as an Expression of a Fake Multicultural Educational Policy in Israel
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
The current paper analyzes a unique educational text that may be used to follow the educational policy of the State of Israel towards the community of Jewish immigrants from Ethiopia.The text which was analyzed was a bi-lingual newspaper called Nugget News which is published under the sponsorship of the Israeli Ministry of Education, since 1999.The analysis of the articles in the 59 issues of this newspaper was aimed to help us to reveal if there is a beginning of implementation of multicultural educational policy in Israel, or does the journalistic text express an explicit or implicit assimilation policy towards the immigrant community?We discovered that the Nugget News newspaper acts according to the ideology of implicit assimilation of Ethiopian immigrant community by the State of Israel. Thus the newspaper is being used as an educational tool for promoting a fake multicultural policy.
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 | 0.002 |
| 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 | 0.001 |
| 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