Bibliographic record
Abstract
Ryan Edwardson, Canadian Content: Culture and the Quest for Nationhood, reviewed by Graham Carr Barry Gough, Fortune's a River: The Collision of Empires in Northwest America, reviewed by Robin Fischer John Grenier, The Far Reaches of Empire: War in Nova Scotia, 1710–1760, reviewed by Julian Gwyn Marianne P. Stopp, ed., The New Labrador Papers of Captain George Cartwright, reviewed by Allan Dwyer Daniel Samson The Spirit of Industry and Improvement: Liberal Government and Rural–Industrial Society, Nova Scotia, 1790–1862, reviewed by David Bent Preston Jones, The Highly Favored Nation: The Bible and Canadian Meaning, 1860–1900, reviewed by David. B. Marshall Roy Parker, Uprooted: The Shipment of Poor Children to Canada, 1867–1917, reviewed by Lisa Chilton Cecilia Morgan, ‘A Happy Holiday’: English Canadians and Transatlantic Tourism, 1870–1930, reviewed by Patricia Jasen Catherine Gidney, A Long Eclipse: The Liberal Protestant Establishment and the Canadian University, 1920–1970, reviewed by Paul Stortz Elise Chenier, Strangers in Our Midst: Sexual Deviancy in Postwar Ontario, reviewed by Mariana Valverde Richard Dennis, Cities in Modernity: Representations and Productions of Metropolitan Space, 1840–1930, reviewed by Jordan Stranger-Ross Lyle Dick, Farmers ‘Making Good’: The Development of Abernethy District, Saskatchewan, 1880–1930, reviewed by Ken Sylvester Tim Cook, At the Sharp End: Canadians Fighting the Great War, 1914–1916, reviewed by Patrick H. Brennan Mark Osborne Humphries, The Selected Papers of Arthur Currie: Diaries, Letters, and Report to the Ministry, 1917–1933, reviewed by R.B. Fleming Bryan Douglas Tennyson, Percy Willmot: A Cape Bretoner at War, 1914–1919, reviewed by Serge Durflinger Paul Douglas Dickson, A Thoroughly Canadian General: A Biography of General H.D.G. Crerar, reviewed by Stephen A. Hart Mark Zuehlke, Terrible Victory: First Canadian Army and the Scheldt Estuary Campaign: September 13–November 6, 1944, reviewed by Stephen A. Hart Susan Armstrong-Reid and David Murray, Armies of Peace: Canada and the UNRRA Years, reviewed by Christian Lieb Greg Donaghy and Patricia E. Roy, eds., Contradictory Impulses: Canada and Japan in the Twentieth Century, reviewed by Michihisa Hosokawa Richard Clippingham, Robert Stanfield's Canada: Perspectives of the Best Prime Minister We Never Had, reviewed by Larry Glassford Stephen J. Pine, Awful Splendour: A Fire History of Canada, reviewed by Mark Kuhlberg
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 | 0.004 | 0.004 |
| 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) | 0.405 | 0.393 |
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".