Bibliographic record
Abstract
This report focuses on pedestrian-oriented design considerations as they relate to rapid transit station facilities. BC Transit, the provider of transit services across British Columbia (excluding Vancouver), and the Capital Regional District, have jointly initiated the Victoria Regional Rapid Transit Project (VRRTP) with the intent of establishing a high quality rapid transit corridor between Victoria’s Downtown and the Westshore. To date, the VRRTP has established a preferred alignment along the Trans-Canada Highway but has not chosen the technology (LRT or BRT) or station locations & design. The need for better integration between new transit investment and pedestrian requirements is established within BC Transit’s 2030 Strategic Plan Shaping Our Future. This report supports the action item of leveraging new transit station investment to better integrate pedestrian facilities and to ensure their needs are considered during station design. By determining what design features make a rapid transit station pedestrian-friendly this report will be able to establish a set of recommended design guidelines for BC Transit to consider when designing station-areas for the VRRTP. This study will therefore seek to establish: 1) What station-area design features are critical for establishing a pedestrian-oriented rapid transit facility? 2) What recommended guidelines can an analysis of the four case study stations and pedestrian-oriented facility design literature offer BC Transit in designing its own rapid transit facilities in Victoria?
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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".