Bibliographic record
Abstract
E.R. Forbes, The Education of an Innocent: An Autobiography by E.R. “Ernie” Forbes, reviewed by Larry McCann Luca Codignola, Little Do We Know: History and Historians of the North Atlantic, 1492–2010, reviewed by Colin M. Coates Nicole Neatby and Peter Hodgins, eds., Settling and Unsettling Memories: Essays in Canadian Public History, reviewed by Robert Cupido Sara Z. Burke and Patrice Milewski, eds., Schooling in Transition: Readings in Canadian History of Education, reviewed by Jason Ellis George D. Perry, The Grand Regulator: The Miseducation of Nova Scotia's Teachers, 1838–1997, reviewed by Paul Axelrod Andrew C. Holman and Robert B. Kristofferson, eds., More of a Man: Diaries of a Scottish Craftsman in Mid-Nineteenth-Century North America, reviewed by Bonnie Huskins Tolly Bradford, Prophetic Identities: Indigenous Missionaries on British Colonial Frontiers, 1850–75, reviewed by Susan Neylan Shelley A.M. Gavigan, Hunger, Horses, and Government Men: Criminal Law on the Aboriginal Plains, 1870–1905, reviewed by Sidney Harring Janice Forsyth and Audrey R. Giles, eds., Aboriginal Peoples and Sport in Canada: Historical Foundations and Contemporary Issues, reviewed by Allan Downey Timothy Winegard, For King and Kanata: Canadian Indians and the First World War, reviewed by R. Scott Sheffield Brian Douglas Tennyson, The Canadian Experience of the Great War: A Guide to Memoirs, reviewed by Justin Fantauzzo Geneviève Allard, Névrose et folie dans le Corps expéditionnaire canadien (1914–1918). Le cas québécois, reviewed by Isabelle Perreault Magda Fahrni and Esyllt W. Jones, eds., Epidemic Encounters: Influenza, Society and Culture in Canada, 1918–20, reviewed by Pamela Peacock Steve Hanon, The Devil's Breath: The Story of the Hillcrest Mine Disaster of 1914, reviewed by Alvin Finkel David Frank, Provincial Solidarities: A History of the New Brunswick Federation of Labour, reviewed by Robert Champagne Dan Malleck, Try to Control Yourself: The Regulation of Public Drinking in Post-Prohibition Ontario, 1927–44, reviewed by Greg Marquis Franca Iacovetta, Valerie J. Korinek, and Marlene Epp, eds., Edible Histories, Cultural Politics: Towards a Canadian Food History, reviewed by Gillian Crowther Darcy Ingram, Wildlife, Conservation, and Conflict in Quebec, 1840–1914, reviewed by Jonathan Clapperton Sean Kheraj, Inventing Stanley Park: An Environmental History, reviewed by Claire Campbell Timothy Wilford, Canada's Road to the Pacific War: Intelligence, Strategy, and the Far East Crisis, reviewed by Wesley Wark
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 | 0.003 |
| Insufficient payload (model declined to judge) | 0.401 | 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".