Bibliographic record
Abstract
Sherry Olson and Patricia Thornton, Peopling the North American City: Montreal 1840–1900, reviewed by Eric Sager Gail Cuthbert Brandt, Naomi Black, Paula Bourne, and Magda Fahrni, Canadian Women: A History, reviewed by Katrina Srigley J. Andrew Ross and Andrew D. Smith, eds., Canada's Entrepreneurs: From the Fur Trade to the 1929 Stock Market Crash, reviewed by Andrew M. Thomson Douglas Hunter, The Race to the New World: Christopher Columbus, John Cabot, and a Lost History of Discovery, reviewed by Peter Pope Tracy Neal Leavelle, The Catholic Calumet: Colonial Conversions in French and Indian North America, reviewed by Timothy Pearson Daniel Baugh, The Global Seven Years War, 1754–1763: Britain and France in a Great Power Contest, reviewed by Peter Way Wesley B. Turner, The Astonishing General: The Life and Legacy of Sir Isaac Brock, reviewed by Julia Roberts Therese Jennissen and Colleen Lundy, One Hundred Years of Social Work: A History of the Profession in English Canada, 1900–2000, reviewed by James Struthers Karen A. Balcom, The Traffic in Babies: Cross-Border Adoption and Baby-Selling between the United States and Canada, 1930–1972, reviewed by Molly Ladd-Taylor Nancy Christie and Michael Gauvreau, Christian Churches and their Peoples, 1840–1965: A Social History of Religion in Canada, reviewed by Denis McKim Michael Bliss, The Making of Modern Medicine: Turning Points in the History of Disease, reviewed by Casey Hurrell Dale Barbour, Winnipeg Beach, Leisure and Courtship in a Resort Town, 1900–1967, reviewed by Arthur Sheps Andrew C. Holman, ed., Canada's Game: Hockey and Identity, reviewed by John Wong Barbara M. Freeman, Beyond Bylines: Media Workers and Women's Rights in Canada, reviewed by Shannon Stettner Kyle Conway, Everyone Says No: Public Service Broadcasting and the Failure of Translation, reviewed by Graham Carr Marusya Bociurkiw, Feeling Canadian: Television, Nationalism and Affect, reviewed by Paul Rutherford
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 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.401 | 0.383 |
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".