Bibliographic record
Abstract
Alan Mendelson, Exiles from Nowhere: The Jews and the Canadian Elite, reviewed by Graham Carr Michael Ignatieff, True Patriot Love: Four Generations in Search of Canada, reviewed by Graham Carr Joseph L. Peyser et José António Brandão, eds., Edge of Empire: Documents of Michilimackinac, 1671–1716, reviewed by Gilles Havard Carl J. Ekberg, Stealing Indian Women: Native Slavery in the Illinois Country, reviewed by Cécile Vidal Hamar Foster, Benjamin L. Berger, and A.R. Buck, eds., The Grand Experiment: Law & Legal Culture in British Settler Societies, reviewed by James Muir Jean–Francçis Constant and Michel Ducharme, eds., Liberalism and Hegemony: Debating the Canadian Liberal Revolution, reviewed by Andrew Smith Willeen G. Keough, The Slender Thread: Irish Women on the Southern Avalon, 1750–1860, reviewed by Kevin J. James Béatrice Craig, Backwoods Consumers and Homespun Capitalists: The Rise of a Market Culture in Eastern Canada, reviewed by Rusty Bittermann J.R. Miller, Compact, Contract, Covenant: Aboriginal Treaty-Making in Canada, reviewed by Jill St Germain Alexandra Harmon, ed., The Power of Promises: Rethinking Indian Treaties in the Pacific Northwest, reviewed by Jill St Germain Andrew Smith, British Businessmen and Canadian Confederation: Constitution Making in an Era of Anglo-Globalization, reviewed by Joshua D. MacFadyen Jonathan F. Vance, A History of Canadian Culture, reviewed by Meaghan Beaton Andrew Nurse and Raymond B. Blake, eds., Beyond National Dreams: Essays on Canadian Citizenship and Nationalism, reviewed by Mathieu Huard–Champoux Jacques Rouillard, L'expérience syndicale au Québec: ses rapports avec l'État, la nation et l'opinion publique, reviewed by Geoffrey Ewen Dean Louder and Éric Waddel, Franco-Amérique, reviewed by Yukari Takai Mark Paul Richard, Loyal but French: The Negotiation of Identity by French-Canadian Descendants in the United States, reviewed by Yukari Takai Carlos Teixeira and Victor M.P. Da Rosa, eds., The Portuguese in Canada: Diasporic Challenges and Adjustment, reviewed by Gilberto Fernandes Dominique Clément, Canada's Rights Revolution: Social Movements and Social Change, 1937–82, reviewed by James Naylor Robin S. Gendron, Towards a Francophone Community: Canada's Relations with France and French Africa, 1945–1968, reviewed by David Meren Jacques Lacoursière, Histoire Populaire du Québec 1960 à 1970, reviewed by Ivan Carel Alison Bashford, Griffith Taylor: Visionary, Environmentalist, Explorer, reviewed by Laurel Sefton MacDowell Elizabeth Beaton, ed., Connecting the Dots: Social and Scientific Perspectives on Agriculture and Rural Life in Atlantic Canada, reviewed by R.W. Sandwell Oise John Sewell, The Shape of the Suburbs: Understanding Toronto's Sprawl, reviewed by Richard White
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 | 0.006 |
| 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 | 0.004 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.346 | 0.334 |
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".