Imperial Legacies (Post)Colonial Identities: Law, Space and the Making of Stanley Park, 1859-2001
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Stanley Park is the third largest urban park in North America. Located in downtown Vancouver, British Columbia (BC), the 960-acre park was opened by civic authorities in 1888, only two years after the city was incorporated. From early on, Stanley Park became a popular leisure space for Vancouver’s ‘citizens’ and visitors alike. Today, as one of the most frequented tourist destinations in BC, the park remains an important attraction, offering a variety of year round recreational opportunities and drawing approximately 8 million visitors annually (Grant & Dickson 2003, Steele 1985, 1993). Importantly, Stanley Park also occupies a significant geographic and symbolic space in Vancouver’s imaginary. Often described as ‘the foremost symbol of Canada’s most beautiful city’ (Steele 1985: 7), the park is celebrated in Imperial Legacies (Post)Colonial Identities tourist books, brochures, and on visitor websites as a ‘virgin forest’ that reflects a uniquely ‘natural west coast atmosphere,’ including an array of plants, wildlife and ancient trees.
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.
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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it