Bibliographic record
Abstract
There are certain structures in cities that exemplify the grandiose designs of the city builders at the turn of the twentieth century. The Prince Edward or Bloor Viaduct is one of these structures crossing Toronto’s key landform, the Don Valley, immortalized in Michael Ondaatje’s In the Skin of a Lion. Plans to build the bridge emerged as early as 1897, although the construction did not begin until 1913. The Bloor Viaduct can help us consider the progressive era by examining how discussions of nature/culture and country/city were incorporated into the discourses of its planning and construction. Technically, the bridge was an engineering feat spanning three valleys, making east-west travel in the growing city more efficient, improving the transportation of food and lumber. Symbolically, this monument highlighted the ability to overcome nature with a bridge and bring an aestheticized nature to the city. This contradiction between overcoming and improving access to nature is built into the bridge’s planning and construction history. By exploring the symbolic and material aspects of this bridge, the contradictions of nature in the process of nation building appear more striking.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 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 teacher head, 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".