Bibliographic record
Abstract
Elizabeth Jane Errington, Emigrant Worlds and Transatlantic Communities: Migration to Upper Canada in the First Half of the Nineteenth Century, reviewed by Wendy Cameron Ute Lischke and David T. McNab, eds., The Long Journey of a Forgotten People: Métis Identities and Family Histories, reviewed by Nathalie Kermoal Nancy Christie, ed., Transatlantic Subjects: Ideas, Institutions, and Social Experience in Post-Revolutionary British North America, reviewed by Todd Stubbs Douglas Francis and Chris Kitzan, eds., The Prairie West as Promised Land, reviewed by Mary Ellen Kelm Nelson Wiseman, In Search of Canadian Political Culture, reviewed by Alvin Finkel A.J.B. Johnston, Endgame 1758: The Promise, the Glory, and the Despair of Louisbourg's Last Decade, reviewed by Peter Moogk Richard Middleton Pontiac's War: Its Causes, Course, and Consequences, reviewed by James W. Paxton David I. McLeod Mapping in Michigan and the Great Lakes Region, reviewed by Barbara Belyea James Opp, The Lord for the Body: Religion, Medicine, and Protestant Faith Healing in Canada, 1880–1930, reviewed by David Wright Barry Cahill, Laurence Dewolfe, Murray Alary, Elizabeth A. Chard, and Lois Yorke, The Blue Banner: The Presbyterian Church of Saint David and Presbyterian Witness in Halifax, reviewed by Denis McKim Martin Petitclerc « Nous protégeons l'infortune »: Les origines populaires de l'économie sociale au Québec, reviewed by Geoffrey Ewen Robert J. Sharpe and Patricia I. McMahon, The Persons Case: The Origins and Legacy of the Fight for Legal Personhood, reviewed by Catherine Cavanaugh Christopher Dummitt, The Manly Modern: Masculinity in Postwar Canada, reviewed by Mark Moss John Sandlos, Hunters at the Margin: Native People and Wildlife Conservation in the Northwest Territories, reviewed by Christina Sawchuck Judy Thompson, Recording Their Story: James Teit and the Tahltan, reviewed by John Lutz Frank Myron Guttman, eds., The Devil from Saint–Hyacinthe: Senator Télesphore–Damien Bouchard, reviewed by Xavier Gélinas T. Stephen Henderson, Angus L. Macdonald: A Provincial Liberal, reviewed by Bill Parenteau Hugh Donald Forbes, George Grant: A Guide to His Thought, reviewed by William Christian Robert C. Sibley, Northern Spirits: John Watson, George Grant, and Charles Taylor; Appropriations of Hegelian Political Thought, reviewed by William Christian Cecil Rosner, Behind the Headlines: A History of Investigative Journalism in Canada, reviewed by Barbara M. Freeman Leslie Woodcock Tentler, ed., The Church Confronts Modernity. Catholicism since 1950 in the United States, Ireland, and Quebec, reviewed by Louis Rousseau
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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 | 0.001 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.339 | 0.347 |
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".