Bibliographic record
Abstract
George Ridout (1791-1871) was a member of the York volunteers during the War of 1812. He served as 3rd lieutenant in the grenadier company of the York militia, fought in the Battle of Queenston Heights, and was taken prisoner of war in April, 1813 when the Americans occupied York. Ridout studied law, and was admitted to the bar in Janurary 1813. He was an active member of the Law Society of Upper Canada, becoming a bencher in 1820, serving as treasurer for several years, and assisting in the development of the library. In 1828 he was appointed judge of the Niagara District Court and reappointed in 1832. In 1836, Sir Francis Bond Head, Lieutenant-Governor, charged Ridout with insult to the person and office of the Lieutenant Governor and disloyalty to the policies of the crown, and dismissed him from his offices. Ridout denied the charges and was eventually ordered to be reinstated by Lord Glenelg, the colonial secretary. Sir Francis Bond Head refused to do so, and instead chose to resign.
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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.851 | 0.652 |
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".