Historical Landscape Preservation along Beijing Central Axis: A Case Study of Yongdingmen Gate Reconstruction
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
This paper examines the reconstruction of Yongdingmen Gate as an aspect of restoring the historical landscape of the Beijing Central Axis, a 7.8-kilometer-long urban axis that has shaped Beijing’s cityscape for over 700 years. The reconstruction of Yongdingmen Gate along the Central Axis, demolished in the 1950s, is a key initiative to restore the continuity of the Central Axis and preserve its historical integrity. This study explores the justification behind the reconstruction, focusing on how it aims to revive the historical landscape and ensure the Central Axis’s coherence as a cultural and spatial entity. The research addresses the challenges and debates surrounding the reconstruction, including its alignment with UNESCO World Heritage criteria and its role in conveying China’s historical and cultural narratives. The paper concludes with reflections on the implications of this reconstruction for urban planning and heritage conservation and suggests future research directions to enhance understanding and practices in these fields.
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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 | 0.000 |
| 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