Chrysalis: A Metamorphosis of African Vernacular Architecture Traditionally Inspired Strategies for Community Building
Bibliographic record
Abstract
Contemporary architecture in Africa is increasingly dominated by building methods and styles transplanted from the industrialized West, undermining the continuity of African vernacular architecture. Often poorly grafted to local site conditions, these transplanted building models frequently struggle to support community identities. This thesis argues that this is largely due to inappropriately designed shared spaces and through construction methods that disregard the collective agency of users. In response, this thesis employs ‘Chrysalis’: a perceptual lens for reinterpreting vernacular building strategies to demonstrate how collectively built shared spaces can better foster communal cultural expression in contemporary African architecture. This thesis argues that culturally embedded communal space can advance collective identity, promote safety, and encourage social interaction. It also explores how user-participatory construction methods can empower communities by cultivating self-reliance. Transformed though ‘Chrysalis’, a rich history of building traditions is reimagined in the design of a cultural center for a Kenyan Maasai community.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".