fashioning the distillery district: an architecture of spectacle and performance
Bibliographic record
Abstract
In the beginning there was cladding, first embraced by humans through the painting and tattooing of skin as a means of displaying one’s social position, tribal affiliation, or stage in life. Accompanied by the performance of ritual dances and movement, space was then engaged and the primitive realm of architecture was established. Thus commenced the intimate affair between fashion and architecture, a relationship that most architects have dismissed or even actively purged from their work. This thesis, however, attempts to view the two elements of architecture and fashion in a positive light, as cooperative facilitators of spectacle and event. Indeed, it is the themes of architecture, performance, and decoration that have fueled the design of a fashion school within the Distillery District. \n \nRiding the wave of what has been dubbed Toronto’s “architectural renaissance,” the proposed insertion of a fashion school in this distinct historical precinct further cultivates the district’s mission of revitalization. The design fosters a vital cultural and heritage destination while simultaneously creating a communal gathering place that gains meaning from human interaction. That is, the establishment of a cultural institution will further define the area as a forum of creativity and social engagement, stimulating both the immediate surroundings as well as the rest of the city.
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.017 | 0.016 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.014 | 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".