Bibliographic record
Abstract
It is impossible to understand Canada without looking at the history and development of its telecommunications industry. In the nineteenth century Canada was the only country in the world constructed on the basis of technology - first the railway and, in its shadow, telegraphy. In the 1930s this technological nationalism came of age and telecommunications became Canada's "national" technology. The Invisible Empire provides the first overview of Canadian telecommunications, from the laying of the first telegraph line between Toronto and Hamilton in 1846 to the separation between Nortel - then known as Northern Electric - and the American Bell System in 1956. Rens shows us that Louis Riel was beaten as much by telegraphy as by the Canadian army, and how Bell Canada - then known as Bell Telephone - escaped nationalization by Sir Wilfrid Laurier's government. He follows the construction of the first trans-Canadian telephone line in the midst of the Great Depression of the 1930s and explains why, in the context of the Cold War, Canada built an electronic Great Wall of China in the far North. Rens examines the context that allowed the telecommunications industry to take hold so successfully in Canada and explores how the industry grew so quickly and managed to escape American domination. He situates Canadian accomplishments in telecommunications by comparing them with those of other countries.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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 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".