The Well – Neue Lebenskonzepte in Toronto
Bibliographic record
Abstract
Im Zentrum von Torontos West End wird derzeit mit „The Well“ ein kompletter Block mit neuer Infrastruktur und Hochhäusern bebaut. Das ehrgeizige Projekt soll das Areal durch eine gemischte Nutzung unter dem Motto „Eat, Shop, Work, Live, Play“ für die Menschen neu erlebbar gestalten. Die Wege zwischen den Hochhäusern werden durch ein verglastes Freiformdach für eine fußgängerfreundliche, witterungsunabhängige Nutzung überdacht. Ziegelverkleidungen gehen hier nahtlos in Konstruktionen aus Terrakotta, Stahl und Glas über. In diesem Artikel werden die anspruchsvollen Herausforderungen im Stahl-Glasbau beschrieben, welche die Konstruktion des geschwungenen Freiformdaches sowie verschiedene Podiumfassaden mit sich bringen. The Well – New concepts of living in Toronto . In the center of Toronto's West End, “The Well” is an entire block of new infrastructure and high-rise buildings under construction. The ambitious project aims to make the area a new experience for people through mixed use by the motto “eat, shop, work, live, play”. The paths between the high-rise buildings are covered by a glazed free-form skylight for pedestrian-friendly use regardless of the weather. Here, brick cladding merges seamlessly with constructions made of terracotta, steel and glass. This article describes the advanced challenges of the construction of the free-form grid-shell roof and various podium facades as well.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.005 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.045 | 0.005 |
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".