Bibliographic record
Abstract
Detail, cupola on variant of model Jonquille (1425 sq. ft.); The First Nations Garden (one of the gardens of the Montreal Botanical Garden) commemorates the 300th anniversary of the Great Peace, a 1701 treaty uniting French settlers and the indigenous people of Montreal. It is designed to help visitors discover the culture of the first inhabitants of North America. The pavilion is a museum within the garden. Sheltering less than 2% of the garden grounds (which is 10,000 sq meters total), the pavilion is mostly outdoor space. Half of the built spaces are located underground to further reduce the influence of the new building on the existing setting. The new building was sited to retain all existing trees and maintain a relatively open terrain in an attempt to integrate the building and the site. The undulating roof recalls a wisp of smoke through the trees. Outdoor displays sheltered by the roof are framed by two indoor spaces at opposite ends of the pavilion – exhibition and orientation spaces at one end, public washrooms and a meeting space at the other. Landscape architecture by Williams Asselin Ackaoui et Associates Inc. Source: ArchDaily; http://www.archdaily.com/ (accessed 5/7/2014)
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.522 | 0.170 |
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".