Vancouver Gateway Project, Vancouver, Washington
Bibliographic record
Abstract
Located in Southwestern Washington, the City of Vancouver’s Downtown and Waterfront districts have experienced a significant transformation during the past five years, resulting in over 900 new homes, and 88,000 and 170,000 square feet of new retail and office space, respectively. This central area is poised for exponential growth over the next 5 years focused along the 32-acre Waterfront Vancouver master plan area. At the heart of the city center is an undeveloped 6.4 acre site that has the potential to seamlessly connect the urban fabric of Vancouver. We view this site not only as an opportunity to connect the City to the Waterfront, but to connect the Waterfront to the City of Vancouver and build around the people of Vancouver and their needs Our proposed Vancouver Gateway does just that. We envision a thriving community with 62,000 square feet of neighborhood retail, 86,000 square feet of office space, a 42,000 square foot fitness club, 348 homes 112 of which being affordable workforce housing, a 9,400 square feet neighborhood dog park, and accessible and abundant district parking for residents, visitors, and workers alike. Over 40,000 square feet of plaza space, pedestrian streets, and walkways weaving throughout the neighborhood will offer people a safe and healthy connectivity to everything VanGate and the surrounding neighborhoods have to offer.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.000 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.059 | 0.014 |
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".