The Impact of Cultural Diversity on Mosques in Malaysia
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
According to Malaysia Town and Country Planning Guideline and Standards (2002), two major considerations related to mosque usage and management are sufficient areas for both building and adjacent open space. As a sacred place for prostration to Almighty God, individually or in groups, mosque architecture has evolved considerably, from very simple designs and functions to more sophisticated forms and layouts. In Malaysia, various races have significantly influenced mosque design and function. The present work describes this evolution in terms of well-known mosques via qualitative observations and documentation, from earliest to latest architectural developments. Our findings demonstrate that architectural evolution and/or transformation did not alter the mosque’s main function from an Islamic perspective. Nonetheless, designs and structure did benefit usage, to include the attraction of tourists.
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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 | 0.000 |
| 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 | 0.001 |
| 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