Looking for Peace in the National Curricula of the Kingdom of Saudi Arabia
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
What values do national curricular statements communicate related to peace, conflict, violence and nonviolence? Schools are places that teach morals and mind-sets—transmission belts—cultural establishments that can contribute to how a student learns (pedagogy) and what a student learns (curriculum). Informed by Curriculum Theory and Peace Education Theory this mixed-method study utilizes directive and summative content analysis to inspect the General Statement, Teachers Guide and Shari’a national curricular statements at the elementary and preparatory level (mandatory education) for the Kingdom of Saudi Arabia (KSA). It examines each document for three elements found routinely in peace education (PE): recognition of violence; addressing conflict nonviolently; and, creating the conditions of positive peace. Elementary and preparatory education is compulsory in the KSA and this study found the mandatory education of the KSA has variable content that relates to the three PE elements and that the KSA mandatory curricula only minimally teaches peace.
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) | 0.000 | 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