Bibliographic record
Abstract
At three o'clock on the afternoon of 14 September 1838, three men left the private apartments of Lord Glenelg, Her Majesty's colonial secretary.As they passed through the east wing of Windsor Castle, the servants immediately recognized His Lordship, who had served four prime ministers.What a strange trio it was: the elegantly attired Scottish lord; a well-fed clergyman tightly bundled in his black clothes; and a mysterious third man, exotically dressed in fringed and beaded buckskin and wearing moccasins ornamented with porcupine quills. 1 As they walked through the myriad candlelit rooms, halls, and long corridors-past hundreds of portraits, busts, and gilt clocksthe foreign dignitary rehearsed his greeting.The tall, dark-skinned man carried an unusual message from the Ojibwas (or Chippewas, as the white settlers pronounced the word) to their sovereign.The petition bore the roughly sketched totems, or coats of arms, of Sloping Sky, The Approaching Roaring Thunder, The God of the North, Sky Man, and eighteen other warriors living at the Credit River, twenty kilometers west of Toronto.The petition contained a message of vital importance for all the Ojibwas, or Mississaugas (as the white settlers termed the Ojibwas living on the north shore of Lake Ontario), for to the south, the Americans had begun to remove fifty thousand Indians from their ancestral lands in the eastern United States, sending them west of the Mississippi.2 In Upper Canada Sir Francis Bond Head, the previous lieutenant governor, had attempted in 1836-37 to relocate
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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 | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.395 | 0.163 |
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".