Colonization, Conquest, and the Supply of Food and Transport: The Reorganization of Logistics Management, 1780—1795
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
Although in 1776—83 Britain failed to suppress its American colonists, the necessity to maintain an army across the Atlantic developed both the infrastructure and the experience needed to manage an empire. For it began a rationalization in the management of the supply of military food and transport that was completed in 1793—94 when the naval Victualling and Transport Boards undertook those responsibilities, and it built upon knowledge acquired in the supply of the Falklands garrison (1767—72) to permit the shipment after the war of colonists and supplies to Australia, Nova Scotia, and Sierra Leone. This infrastructure and experience provided the foundation for the great expeditions of the French Revolutionary War and the development of a global network of colonial garrisons during the Napoleonic War.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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