Bibliographic record
Abstract
Hugh Dempsey has for decades been one of Alberta’s most prolific and influential public historians. Author of more than twenty books, he has also been “in on the ground floor” of the development of many key Alberta institutions, including the Indian Association of Alberta, the Historical Society of Alberta, and most importantly, the Glenbow Museum. Now, in his own words, he recounts his interesting and varied careers as journalist, government publicity writer, popular historian, archivist and museum administrator, speaker, and lecturer. Beginning with a compelling account of his childhood in Edmonton in the 1930s - when his family was for a time on relief during the Depression - and his 1940s teenage escapades hitchhiking across the continent, Dempsey’s narrative moves into the frenetic world of post-war urban journalism. A fateful chance assignment as a reporter for the Edmonton Bulletin in February 1950 led to his involvement with the fledgling Indian Association of Alberta, its secretary John Laurie, president James Gladstone, and Gladstone’s daughter Pauline, whom Dempsey would eventually marry. This in turn led to a strong interest in First Nations culture and biography through which Dempsey was able to combine oral history with scholarly records to produce historical writing with a broad popular appeal. During the 1950s, Dempsey helped design early provincial historical recognition programs and began his lifelong involvement with the Historical Society of Alberta. In 1956 he joined the Glenbow Foundation (later Glenbow Museum), where for the next thirty-five years he would play a crucial part in its growth and reputation for excellence, designing and managing the Glenbow Archives and eventually serving as Acting Director of the Museum before retiring in 1991. Written with the trademark Hugh Dempsey eye for detail and lively anecdote, this memoir will be essential and enjoyable reading for anyone interested in western and First Nations history and the growth of key Alberta cultural institutions.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.011 | 0.003 |
| Scholarly communication | 0.011 | 0.007 |
| Open science | 0.002 | 0.008 |
| Research integrity | 0.004 | 0.007 |
| Insufficient payload (model declined to judge) | 0.195 | 0.124 |
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".