Making Biggest Bigger: Port Metro Vancouver’s 21st Century Re-Structuring – Global Meets Local at the Asia Pacific Gateway
Bibliographic record
Abstract
Vancouver’s Port is Canada’s biggest. On January 1, 2008, it got bigger - restructuring the Port of Vancouver, the Fraser River Port Authority and the North Fraser Port Authority, into a single Vancouver Fraser Port Authority, marketed (as of June, 2008) as Port Metro Vancouver. This new entity was the culmination of a process of divestiture, re-organizational adjustment, shift to market orientation and consolidation that has played out over several decades across Canada’s ports. This article examines some of this recent history – both in terms of (i) divestiture and increased market orientation and (ii) more recently, major port consolidation - and governmental responses to ensure Vancouver remains Canada’s busiest port and a central part of the country’s Asia-Pacific Gateway and Corridor Initiative. (APGCI)
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".