Letter by Geo. Hatchey, September 22, 1812
Bibliographic record
Abstract
A letter by Geo. Hatchey, Camp at Williamsport, Pennsylvania, September 22, 1812, to Haynie Hatchey, Lunenburg County, Virginia. The letter is two pages and begins “Dear Brother”. Hatchey was a soldier from a troop of Virginia Cavalry in the War of 1812. He writes that they arrived last evening and will only stay for two days. They have been very hospitably treated in what is called the Dutch settlement along the Susquehanna. Colonel Coles was visited by a gentleman and lady to know if the Colonel would permit them to treat the soldiers. They later served cakes and coffee and it was a great treat to the soldiers, but it was his turn to mount Guard which meant he was unable to attend their home and drink a little wine with them. They expect to reach Niagara in the course of 20 days and will be in active service until Christmas.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.250 | 0.095 |
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".