Traditional vs modern Arabian morphologies
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
Purpose The purpose of this paper is to describe the component attributes of an Arabian city, caught between tradition and modernization, with focus on their reactions to climate and religion. Design/methodology/approach A platform of comparison between Old Kuwait Town and Kuwait City is provided while showing the effects of oil money on the city's urban morphology. The paper's first section describes the emergence of the Islamic city in the Arabian (Persian) Gulf and identifies key concepts in city morphology. An Islamic School of Law, furthermore, is selected to explain who interprets religious text and how concepts in Islam, such as domestic privacy, are translated into design guidelines, which have influenced the Kuwaiti vernacular typology and street pattern. The transition is made to the second section, which compares Old Kuwait Town and Kuwait City based on knowledge gained in the preceding section. Finally, the third section of the paper recommends some architectural and planning specifications. Findings It is found that climate and religion have lost their authority at the expense of a paradigm shift in the 1950s. Research limitations/implications The paper focuses on, and is limited to, one case study. Practical implications A few architectural and planning specifications are recommended for application in practice to improve contemporary design and to promote a unified morphological outcome in Kuwait City. Social implications The message is to show readers that progress is about working with, and responding to, local determinants rather than applying Western thinking. Originality/value The author advocates a look at precedents, because learning from the past helps to design buildings and plan cities that are compatible with local environments and traditions.
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 | 0.000 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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