Automated Access: The Recently Completed Automated People Mover at Toronto Pearson International Airport
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
In this article, the author discusses the Greater Toronto Airports Authority's (GTAA) construction of an automated people mover (APM) at Toronto Pearson International Airport, Canada's busiest airport, which served 29.9 million passengers in 2005. This project is part of the GTAA's larger Terminal Development Project which is designed to completely renovate two of the airport's three terminals. The article describes the design and construction of three APM stations and the dual elevated guideways which follow an alignment that is adjacent to the roadways leading to the arrivals and departures level serving Terminals 1 and 3. Two independent cable systems operate the APM system in dual shuttle mode. The trains consist of six vehicles, each of which can accommodate 25 passengers. The $136 million project began operation in July 2006. Potential future expansion plans would allow for increasing the system to a total length of 1800m, the addition of a fourth station, and a connection to the Air Rail Link enabling airport access from Toronto's downtown Union Station.
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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 it