Regional Narratives of Sustainable Architecture in Canada
Bibliographic record
Abstract
The emergence of regionalism as a theme in contemporary Canadian architecture has been paralleled by an evolution in sustainable design; recent manifestations of regionalism revisit the instrumentalist roots of modernism but take their cues from local material and formal traditions, many of which represent passive and low energy design solutions developed in direct relation to local climatic and environmental conditions.This paper proposes the idea that sustainability can be understood as part of a larger contemporary postmodern sensibility that is linked to current thinking in the area of regionalism.Building on Kenneth Frampton's 1983 essay "Towards a Critical Regionalism: Six Points for an Architecture of Resistance" -which promotes the pursuit of an architecture that responds to local conditions -recent publications such as Vincent B. Canizaro's Architectural Regionalism: Collected Writings on Place, Identity, Modernity, and Tradition help to frame a discussion of regionalism as an expression of the nuanced, contextual and multivalent quality of the post-colonial voice in contemporary critical discourse.In Canadian architecture, a clear and sustained national identity has remained elusive, challenged by a multiplicity of cultural influences, diverse geographic conditions and distinct regional narratives.This paper outlines some particularities and regional variations across distinct bioclimatic zones in Canada that characterize this phenomenon.
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.006 |
| Science and technology studies | 0.035 | 0.012 |
| Scholarly communication | 0.016 | 0.003 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.017 | 0.001 |
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".