A search for cultural and contextual identity in contemporary Arctic architecture
Bibliographic record
Abstract
Abstract This paper describes a two-decade search for a means of giving cultural and/or contextual identity to contemporary architecture in Arctic Québec. Although the search took place in Arctic Québec and for the Inuit of that area, it is proposed that the process and the examples could be useful for the Arctic in general. The notion of global uniformity in architecture is presented and the possible disappearance of the identity of any small cultural group and its consequences are considered. The lack of visual indicators in contemporary Arctic architecture is discussed, and it is suggested that the buildings were not designed for the Inuit people or for a very harsh climate in an unusual physical environment. A few examples of buildings from the early 1970s to more recent times, which display some hint of cultural or contextual sensitivity, are discussed. Definitions for culture and context from various architects, theorists, critics, and organisations are given. An analytical framework that correlates Arctic cultural and contextual sources with three different perceptual levels of expression to be integrated into a design at various levels of architectural representation is set out. A research project on culturally appropriate Inuit housing and several architectural design studios on a variety of building types are then delineated, giving a brief account of their genesis as well as a discussion of their cultural/contextual sources of inspiration, the perceptual level of expression, and the level of architectural representation.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.013 | 0.023 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| 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".