Canadian International: The Making of One Transportation Company's Global Strategy
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
Canadian National Railway Co. is expanding its rail network and also adding new services such as freight forwarding and logistics to its business offerings. With its purchase in 1998 of Illinois Central Corp., it became the only rail network in North America to connect three coasts: the Pacific, Atlantic and Gulf of Mexico. Since then, it has expanded and improved its intermodal service with its Intermodal Excellence (IMX) program, which uses precision railroading, regularly scheduled trains that leave at predetermined times, to draw new customers. The ports of Vancouver, Halifax and Montreal and their connections to the U.S. Midwest are core territories for IMX. Now Canadian National has created CN Worldwide, which links the rail network to European and, more recently, Asian markets. CN now has offices in major Chinese port cities, with some 100 employees around the world in its supply chain/integrated transportation services company. It has also stepped up its investment in warehousing and transloading facilities with a new center at the new Port of Prince Rupert in Prince George, B.C.
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.
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) | 0.000 | 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