Plan of the Attack made upon Fort Erie (Upper Canada) by the Right Division of the British Army, under the command of Lt. Genl. Drummond in August and Septr. 1814.
Bibliographic record
Abstract
Historic plan showing a portion of land in Fort Erie, bordered in the south by Lake Erie and east by the Niagara River. North is oriented to the bottom. At the south of the map Fort Erie is shown along with military lines/entrenchments and roads. Toward the north is an area of cleared land labelled: “The encampment of the British Army.” North of the encampment is another portion of cleared land labelled: “The Park of Artillery". The large majority of the map is forested. Two lines are shown in the Niagara River running from the river to a military location labelled: “No. 1 Battn.”. The southern-most line reads: “from Battery between Black-Rock and Buffaloe about 1500 yards.” and the line that is north of that reads: “from Black-Rock Battery. about 1700 yards.” Number 2 and Number 3 Battalions are shown south of the number one battalion. Plan is signed by the authors. Relief shown by shading and hachures.
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 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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.424 | 0.190 |
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".