THE ROLE OF REGIONAL IDENTITY IN SHAPING THE ARCHITECTURE OF THE 21ST CENTURY
Bibliographic record
Abstract
This article analyzes the architecture of significant buildings which during the last quarter of the XX-early-XXI centuries became the identity symbols of such states as France, Qatar, Azerbaijan and Kazakhstan. Regional architecture development described in uncovered inseparable connection with the globalization processes. The purpose of this article is to reveal the projects of unique buildings, based on tradition and innovation, shape regional identity and express the global image of countries. The research methodology is based on an integrated approach, which includes a number of methods: study of design, graphic and illustrative materials; analysis of artistic and technological aspects in forming the modern architecture; identifying the factors that have shaped regional identity in the architecture of the XXI century. The examples considered allow us to conclude: in the era of globalization, regional identity in architecture is expressed not only through recognizable traditional forms, but also through “presentation” objects that form the international image of the country.
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How this classification was reachedexpand
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".