Bibliographic record
Abstract
Margaret Conrad, Kadriye Ercikan, Gerald Friesen, Jocelyn Letourneau, Delphin Muise, David Northrup, and Peter Seixas, Canadians and Their Pasts, reviewed by R.W. Sandwell G. Blaine Baker and Donald Fyson, eds., Essays in the History of Canadian Law: Quebec and the Canadas, reviewed by Michel Ducharme T. Max Friesen, When Worlds Collide: Hunter-Gatherer World-System Change in the 19th-Century Canadian Arctic, reviewed by Liza Piper Luella Creighton, The Elegant Canadians, reviewed by Carmen J. Nielson Kerry Alcorn, Border Crossings: U.S. Culture and Education in Saskatchewan, 1905–1937, reviewed by Jack Cecillon William Jenkins, Between Raid and Rebellion: The Irish in Buffalo and Toronto, 1867–1916, reviewed by Jane McGaughey Dan Black and John Boileau, Old Enough To Fight: Canada's Boy Soldiers in the First World War, reviewed by Nic Clarke Teresa Iacobelli, Death or Deliverance: Canadian Courts Martial in the Great War, reviewed by James Wood Sean Cadigan, Death on Two Fronts: National Tragedies and the Fate of Democracy in Newfoundland, 1914–34, reviewed by Willeen Keough Neville Thompson, Canada and the End of the Imperial Dream: Beverley Baxter's Reports from London through War and Peace, 1936–1960, reviewed by Peter Price Peter Kasurak, A National Force: The Evolution of Canada's Army, 1950–2000, reviewed by Howard G. Coombs Esyllt W. Jones, Imagining Winnipeg: History Through the Photographs of L.B. Foote, reviewed by Matt Dyce Janis Thiessen, Manufacturing Mennonites: Work and Religion in Post-War Manitoba, reviewed by Rachel Waltner Goossen Florence Bean James, with Jean Freeman, Fists Upon a Star: A Memoir of Love, Theatre, and Escape from McCarthyism, reviewed by Caralee Daigle Hau Gordon Hak, The Left in British Columbia: A History of Struggle, reviewed by Mark Leier Aaron Chapman, Liquor, Lust, and the Law: The Story of Vancouver's Legendary Penthouse Nightclub, reviewed by Becki L. Ross L. Anders Sandberg, Stephen Bocking, Colin Coates, and Ken Cruikshank, eds., Urban Explorations: Environmental Histories of the Toronto Region, reviewed by Michèle Dagenais Catherine Carstairs and Nancy Janovicek, eds., Feminist History in Canada: New Essays on Women, Gender, Work, and Nation, reviewed by Linda Kealey Phyllis D. Airhart, A Church with the Soul of a Nation: Making and Remaking the United Church of Canada, reviewed by Kevin Flatt Verna J. Kirkness, Creating Space: My Life and Work in Indigenous Education, reviewed by Mary Jane Logan McCallum
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 | 0.004 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.376 | 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".