Bibliographic record
Abstract
A vivid, stylish, and fascinating look at internationally acclaimed architects and their work.Beginning in the 1940s, John A. Russell, dean of the School of Architecture at the University of Manitoba, nurtured a strong tradition of Modernist design with close connections to architectural giants such as Mies van der Rohe and Walter Gropius. Under Russell’s guidance, a generation of young architects, such as James Donahue and David Thordarson, adapted the principles of European Modernism to the prairie geography. Other nationally renowned architects, such as Étienne Gaboury and Gustavo da Roza, also left a lasting Modernist mark on Winnipeg’s skyline and private residences.Edited by Serena Keshavjee and designed by architect Herbert Enns, Winnipeg Modern captures the grace and beauty of the Modernist period and includes critical and historical essays on the aesthetic and social project of Modernist architecture in Winnipeg. Lavishly illustrated with 300 photographs from provincial archives, the private archives of architect Henry Kalen, and contemporary photographer Martin Tessler, this book is a testament to the Modernist principles of structural expression and purity of form.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.116 | 0.012 |
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".