Delivering an APM to the Sacramento County International Airport
Bibliographic record
Abstract
Sacramento County International Airport (SMF) is commonly referred to as the "Gateway to Northern California" with its close proximity to Lake Tahoe and Napa Valley. It is used by many major airlines to service U.S. cities and international destinations. SMF has seen growth on average at times of 4% a year and has recently undergone the largest capital improvement project in the County's history known as the "Big Build." To support this growth, new terminal and airside concourse have been built, along with a connecting and elevated APM shuttle service. To support the $1.04 billion SMF "Big Build" modernization program, Bombardier designed and supplied the driverless INNOVIA APM system as the vital dual lane link between the new concourses. The APM scope of supply includes vehicles, BOMBARDIERCITYFLO 650 automatic train control, power distribution, communications and station platform doors, as well as an extended O&M operation. The new state-of-the-art airport expansion opened for passenger service the morning of October 6, 2011. The project came in significantly ahead of schedule as well as under budget. It was a true team effort in conjunction with all of the various partners, as well as the other players associated with the works. It can be considered a model for similar projects of its kind in the current industry environment.
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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) | 0.003 | 0.003 |
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; both teacher heads agree on what is shown here.
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".