No. 6 Plan of, Forts George, Mississaga and Niagara, the Military Reserves, and the Town of Newark.
Bibliographic record
Abstract
Reproduction of map showing military forts located in the now Niagara-on-the-Lake, dated May 2nd, 1817. Map shows land masses on either side of the Niagara River, adjacent to Lake Ontario. Fort Niagara is shown at the mouth of the Niagara River at Lake Ontario. The location of two towers, outbuildings and a magazine are specified. Fort George can be seen at the edge of the Niagara River with the arrangement of the fort walls, out buildings, and Navy Hall detailed. Butlers Barracks is also shown at the centre of the Niagara land mass, adjacent to a commons quarters and an Indian Council House. A red line cuts across the west end indicating the “Boundary of Military”. Another red dashed line indicates a “New Proposed military Reserve a,b,c,d&e”. Various roads, forests, farms, buildings, and a church are artistically rendered as well as topographical relief details using hachures, lines and illustrations. The map is stamped with a red seal: “Inspector General of Fortifications”. Hand written notations serve as a legend located above the title of the map.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.395 | 0.125 |
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".