Bibliographic record
Abstract
Ian McKay and Robin Bates, In the Province of History: The Making of the Public Past in Twentieth-Century Nova Scotia, reviewed by Ronald Rudin Benjamin H. Johnson and Andrew R. Graybill, eds., Bridging National Borders in North America: Transnational and Comparative Histories, reviewed by Dirk Hoerder Peter H. Russell and Lorne Sossin, Parliamentary Democracy in Crisis, reviewed by Barbara J. Messamore Olive Patricia Dickason with William Newbigging, A Concise History of Canada's First Nations, reviewed by John W. Friesen Robert Comeau, Charles-Philippe Courtois et Denis Monière, eds., Histoire intellectuelle de l'indépendantisme québécois: Tome 1: 1834–1968, reviewed by Michel Ducharme Calvin Hollett, Shouting, Embracing, and Dancing with Ecstasy: The Growth of Methodism in Newfoundland, 1774–1874, reviewed by Denis McKim Carmen Miller, A Knight in Politics: A Biography of Sir Frederick Borden, reviewed by Desmond Morton Gordon L. Heath, A War with a Silver Lining: Canadian Protestant Churches and the South African War, 1899–1902, reviewed by Hannah Lane Rollie Bourassa, ed., One Family's War: The Wartime Letters of Clarence Bourassa, 1940–1944, reviewed by James Pitsula Dean Bavington, Managed Annihilation: An Unnatural History of the Newfoundland Cod Collapse, reviewed by Sean Cadigan Graham A. MacDonald, The Beaver Hills Country: A History of Land and Life, reviewed by Peter Fortna Heather Murray, Not in This Family: Gays and the Meaning of Kinship in Postwar North America, reviewed by Heather Stanley Tom Warner, Losing Control: Canada's Social Conservatives in an Age of Rights, reviewed by Arthur Sheps Candida Rifkind, Comrades and Critics: Women, Literature, and the Left in 1930s Canada, reviewed by Graham Carr Emma Laroque, When the Other Is Me: Native Resistance Discourse, 1850–1990, reviewed by Victoria Freeman Gail Edwards and Judith Saltman, Picturing Canada: A History of Canadian Children's Illustrated Books and Publishing, reviewed by Carole Gerson
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 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.004 | 0.004 |
| Insufficient payload (model declined to judge) | 0.359 | 0.385 |
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".