Map of a part of the Niagara River and Plan of the proposed Harbor at Black Rock
Bibliographic record
Abstract
Historic map showing the Niagara River between “Squaw Island” currently known as Grand Island, and Lake Erie. North is oriented to the right. On the Canadian side of Lake Erie, south-west of the Niagara River is Fort Erie and Towsons Battery. On the opposite, south-east side is Buffalo Creek and a canal. In the mouth of the Niagara River is Bird Island. A line can be seen running from Squaw Island to Bird Island with a label “Experiment Pier”. East of the river are two portions of land. The northern portion is labelled: “Lower Village of Black Rock owned by Individuals” and the southern portion is labelled: “Upper Village of Black Rock owned by the State of N. York.” Another waterway is shown running east from the river at Squaw Island and is labelled: “Scoy-d hu-quad-ies Cr.” and there is a canal on the main land adjacent to the northern tip of the island extending north. Relief is shown by hachures. Handwritten text at the bottom of the map reads: “Taken from State Papers P.6. 1829.”
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 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.292 | 0.075 |
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".