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Record W4360583589 · doi:10.1017/9781846153716.010

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2005· other· en· W4360583589 on OpenAlexaboutno aff
John D. Grainger

Bibliographic record

Venuenot available
Typeother
Languageen
FieldBusiness, Management and Accounting
TopicAmerican History and Culture
Canadian institutionsnot available
Fundersnot available
KeywordsVictoryIndependence (probability theory)HistoryAncient historyJudgementLawPolitical sciencePolitics

Abstract

fetched live from OpenAlex

It is recognised now that the defeat at Yorktown was the event which marked the beginning of the end of the War of American Independence; indeed, there are accounts which stop at the victory. It was not so clear at the time, and in fact the war went on for two more years. The disposition of the allied armies and navies made it quite clear that the war was going to go on: the French army of Rochambeau remained in Virginia, guarding that central territory, stationed at Williamsburg and Yorktown in the main (and incidentally this does tend to confirm the judgement of Clinton and Cornwallis as to the strategic importance of the area). Some regiments, including those brought by St-Simon, went back to the West Indies with Grasse when he sailed on 4 November, but six of the French regiments remained in Virginia, a substantial force of something less than 5,000 men. Some remained in the area until the next summer. One of their tasks, ironically, was to refortify Yorktown. They actually did no more fighting. Washington's Continental Army marched back to blockade New York, though some were sent south to assist General Greene in South Carolina. The fleets sailed off. Grasse returned to the Islands, taking a substantial part of the French army with him; Graves was already back at New York, where he finally handed over command to Digby; Hood sailed off to the Islands, with his fleet augmented by three more ships of the line; and Graves sailed to take up his new appointment as second-in-command in Jamaica. By mid-November only the French army remained in Virginia; in the rest of North America the situation had in effect reverted to what it had been before Yorktown: the British holding New York, Charleston and Savannah; the American army blockading those places; the French army occupying Virginia instead of Rhode Island. Even after the loss of Cornwallis's army the British still had about 30,000 soldiers in America, with the major concentration in New York – perhaps 10,000 – and others spread from Canada to Florida. This was a considerably greater number than could be mustered by the allies: the French were back to about 5,000 or less, the Continental Army rather more, but widely spread. Even in the south the forces under General Leslie in Charleston outnumbered those under General Greene in the hinterland.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.008
metaresearch head score (Gemma)0.016
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.599
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.016
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0030.001
Scholarly communication0.0060.002
Open science0.0030.004
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.4010.224

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.

Opus teacher head0.008
GPT teacher head0.189
Teacher spread0.181 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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".

Quick stats

Citations0
Published2005
Admission routes1
Has abstractyes

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