The Bee Newspaper, Vol. I, No. 13
Bibliographic record
Abstract
An original Niagara area newspaper containing an account of the Battle of Queenston Heights and the death and burial of Sir Isaac Brock. The newspaper is dated October 24, 1812, eleven days after the death of General Brock. \n \nTopics of interest include: \n \nPage 1: Sheaffe announcement regulating the sale of alcohol in Niagara; Myers announcement asking citizens for the return of American muskets recovered from the battle at Queenston; local notices on business claims and education; want ads for wood, straw, flour and pork for military use; announcement by the Prince Regent in Council putting an embargo on American ships. \n \nPage 2: release of American prisoners captured at Queenston; news of the British Navy; the security of Canadian properties in wartime; American ships leaving Britain with licenses. \n \nPage 3: American ships leaving Britain with licenses \n \nPage 4: report on the Battle of Queenston Heights and the death of Isaac Brock.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.004 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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 teacher head, 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".