Framing a new discourse on the notion of habitat in transforming societies
Bibliographic record
Abstract
This paper reveals how the second Iran International Congers of Architects (IICA), held in Persepolis- Shiraz in 1974, and the first UN Habitat conference, held in Vancouver, Canada in 1976 played an instrumental role in shaping a discourse on the notion of regionalism in the design for human habitats, especially in developing countries. Building upon a brief analysis of the works of Nader Ardalan, Kamran Diba, Charles Correa, Balkrishna Vithaldas Doshi and Raj Rewal, this paper discussed the incorporation of the ideas published in the Habitat Bill of Rights within their private commissions for large scale housing schemes and master plans in their respective countries, Iran and India. More crucially, this paper argues that both events helped bring together these architects who later, in different capacities, played significant roles as members of the Aga Khan Award for Architecture in fostering and promoting an alternative way of adapting modernism to industrializing countries.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.008 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.013 | 0.089 |
| Scholarly communication | 0.014 | 0.016 |
| Open science | 0.002 | 0.010 |
| Research integrity | 0.004 | 0.006 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".