The Memory of Mackenzie King: American Philanthropy, a Canadian biography and Canadian History
Bibliographic record
Abstract
On 6 April 1949 the Board of Trustees of the Rockefeller Foundation (RF) announced that it was awarding McGill University $100,000 for the purpose of supervising "the production of studies in the public and private life of W.L. Mackenzie King...." The object of the grant, King noted in a statement to the press the following day, was to provide him with assistance in the collection and organization of his papers and thus to "expedite the writing and early publication of Memoirs...." Under its terms, King had "complete liberty in making arrangements for the use of these funds in the study and preparation of his materials." The ultimate goal of this "quite exceptional expression of international friendship and good-will," King informed the public, was to produce "a Canadian biography and Canadian history." For its part, the RF saw the project as no less than "a significant opportunity to use the desire of a national and international leader to record his final views on the meaning of democracy."
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.032 | 0.009 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.024 | 0.003 |
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".