Bibliographic record
Abstract
WINNER J.W. Dafoe Prize, 2025 WINNER CLIO History Prize (Prairies), Canadian Historical Association (2025) WINNER Manitoba Day Award, Scholarly Publication (2025) WINNER Margaret McWilliams Award, Scholarly History (2024) The life and times of the Premier from Red River John Norquay, orphan and prodigy, was a leader among the Scots Cree peoples of western Canada. Born in the Red River Settlement, he farmed, hunted, traded, and taught school before becoming a legislator, cabinet minister, and, from 1878 to 1887, premier of Manitoba. Once described as Louis Riel’s alter ego, he skirmished with prime minister John A. Macdonald, clashed with railway baron George Stephen, and endured racist taunts while championing the interests of the Prairie West in battles with investment bankers, Ottawa politicians, and the CPR. His contributions to the development of Canada’s federal system and his dealings with issues of race and racism deserve attention today. Recounted here by Canadian historian Gerald Friesen, Norquay’s life story ignites contemporary conversations around the nature of empire and Canada’s own imperial past. Drawing extensively on recently opened letters and financial papers that offer new insights into his business, family, and political life, Friesen reveals Norquay to be a thoughtful statesman and generous patriarch. This masterful biography of the Premier from Red River sheds welcome light on a neglected historical figure and a tumultuous time for Canada and Manitoba.
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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.002 |
| Scholarly communication | 0.010 | 0.003 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.132 | 0.067 |
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".