Bibliographic record
Abstract
The Pacific Great Eastern (PGE) railway was a major pre occupation of the W.A.C. Bennett government (1952-72). Bennett's Social Credit administration undertook two largescale expansions of the PGE. The first, between 1954 and 1958, extended the provincial railway (renamed the British Columbia Railway in 1972) north from Prince George to Dawson Creek and Fort St John in the Peace River district, and south from Squamish to North Vancouver. The second program, between 1963 and 1972, comprised a series of further northern extensions to Fort St James (1963-68), Mackenzie (1966), Takla Landing (1968-69), Fort Nelson (1968-71), and Dease Lake (1969-). Although the Dease Lake line was never completed, the Bennett government added over 800 miles of new track to the PGE, almost doubling its length (Map 1).
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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 | 0.000 |
| Science and technology studies | 0.019 | 0.001 |
| Scholarly communication | 0.005 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 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".