No. 13 Fort Erie, Plan of the Military Reserve - Content called 1000 acres
Bibliographic record
Abstract
Historic map showing a portion of Bertie Township and the Military Reserve at Fort Erie. North is oriented to the top. Lake Erie is shown at south as well as the mouth of the Niagara River. Lots and concessions are shown in Bertie Township, some of which are numbered. The Ruins of Fort Erie and Snake Hill are shown along the bank of the Niagara River. A Mill is also shown near Waterloo. Black Rock Pier extends from the southern tip of Squaw Island towards Lake Erie. On the American side of the river, to the east, locations of military fort sites, Erie Canal, railways, a light house and a sea wall are labelled. Buffalo & Black Rock Harbour is on the east side of Black Rock Pier. Map is signed by authors: “Henry Vavasour, Col. Com'g Rl. Engineers, Canada, 26 October, 1850. R.I. Pilkington, Draftsman." Text in the bottom right corner reads: “Drawn in Lithogy by J. G. Kelly and printed at the Lithog. Establishment Quarter Master Generals Department, Horse Guards. February 1851.”
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 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.624 | 0.461 |
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".