The cost of a telegram: Accounting and the evolution of international regulation of the telegraph
Bibliographic record
Abstract
The telegraph was the first practical use of electricity. It revolutionized commercial communication and facilitated the globalization of business. As the telegraph developed as a medium of international communication, regulation was needed to overcome administrative and technical issues, and, importantly, to establish accounting procedures for the distribution of the revenue to multiple national partners. This article traces the evolution of revenue allocation models through three international organizations that ultimately led to the creation of the International Telecommunications Union (ITU) in 1932. The shifts in revenue allocation methods are consistent with a shift in focus of regulation from growth to efficiency over the rapid development of the telegraph network. The procedures put in place are still used in the regulation of international telecommunications but with continuing conflict over their effects. The rules developed in the regulation of the telegraph also set the stage for the rise of expertise in the maintenance of international order and the development of accounting as an epistemic community in international relations.
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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 | 0.006 | 0.023 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.004 | 0.021 |
| Scholarly communication | 0.015 | 0.011 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".