Big wheels keep on rolling : the Canadian Museum of Rail Travel
Bibliographic record
Abstract
The project under investigation here is a museum facility to house the full collection of historic Canadian trains currently on display at the existing Canadian Museum of Rail Travel located in Cranbrook, British Columbia. The site of the proposed museum is on a narrow strip of vacant land bordered along one edge by an operating railway yard and on the other by Highway 3/21 the major transportation route through Southern British Columbia. The intention of this siting is to allow the proposed museum to act as a backdrop to the city providing both a buffer between it and the industrial developments beyond the rail yards, as well as a reconnection of the City to the railway on which its history and development has been so dependant. The building itself is organized as two buildings (or layers) lying along side each other like rail cars on a series of tracks. The first building (entry building) houses the public activities of the museum including entry and information, gift shop, tea room/ cafe, temporary gallery, administration offices, archives, shipping/receiving and entrance to the orientation theatre. The second building (the train shed) houses the body of the collection and museum including the restored train sets and cars, elevated discussion space, orientation theatre, and restoration workshops. These two main buildings are connected by a long narrow spine which provides circulation from the entry building through the orientation theatre into the train shed and the collection itself. The spine also houses display areas and visible archives along its length which provide the passing viewer with further explanation of particular aspects of the museum's collection.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.006 |
| Science and technology studies | 0.018 | 0.004 |
| Scholarly communication | 0.011 | 0.003 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.081 | 0.009 |
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 source (direct Gemma or distilled Codex), 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".