Bibliographic record
Abstract
This new volume of the Dictionary of Canadian Biography / Dictionnaire Biographique du Canada (DCB / DBC) presents well-written, carefully documented and meticulously edited biographies of Canadians from all walks of life. Its literary and scholarly standards make it, like its predecessors, the definitive biographical reference for its period of history. The 619 biographies by 446 authors present a panoramic view of the origins of modern Canada, its political landscapes, economic changes, educational institutions, cultural developments, and athletic achievements. The volume’s coverage is inclusive, ranging from murderers to artists, from business magnates to religious leaders, from Canada’s First Peoples to new immigrants. There are labour leaders, farmers, feminists, and naturalists as well as all the prominent leaders in all aspects of Canadian life.\n\nThe dominant theme of this volume is the emergence of a country engrossed by material gains and aware of broadening horizons. Sir Clifford Sifton, federal minister of the interior, Sir Lomer Gouin, premier of Quebec, and Sir Robert Bond, premier of Newfoundland, symbolize this age of development. The lives of Sir Adam Beck, father of Ontario Hydro, Gordon Morton McGregor, founder of the Ford Motor Company of Canada, and Alexander Graham Bell, inventor of the telephone, illustrate how new technologies harnessed natural energy sources and created new ways to communicate. Such innovations drove the transformation of Canada in the early years of the twentieth century.\n\nAn expanding nation required thousands of new people to answer the demands of the agricultural enterprises in the west, the manufacturing industries of central Canada, and the fishing and lumbering businesses of British Columbia and the Atlantic region. Many newcomers were drawn from eastern Europe and Asia as well as the British Isles and western Europe, traditionally the homelands of new Canadians. The Doukhobor leader Peter Vasil’evich Verigin, the housemaid Angelina Napolitano, the Chinese teacher and merchant Yip Sang, and the Orthodox clergyman Nestor Dmytriw all took their places in the increasingly complex ethnic mosaic.\n\nSocial and economic changes inspired demands for other types of change. The movement of women into the professions is exemplified by the life of Clara Brett Martin, the first woman called to the bar in Canada. Jeanne Lajoie, an embattled Franco-Ontarian teacher, joins writers Sara Jeannette Duncan, Félicité Angers (known as Laure Conan), Joséphine Marchand (Dandurand) and Marjorie Lowry Christie Pickthall in the cast of women prominent in this volume. Among those representing arts and sports are the painter James Wilson Morrice and the brilliant goalkeeper Georges Vézina.\n\nWithout question Volume XV of the DCB/DBC will take its place as one of the finest to appear in this distinguished ongoing series of Canadian lives. -- FROM PUBLISHER DESCRIPTION.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.128 | 0.060 |
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".