Looking for Peace in the National Curricula of the Kingdom of Saudi Arabia
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.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".