Bibliographic record
Abstract
In June 1985, David Peterson was sworn in as the leader of Ontario’s first Liberal government in forty-two years. This collection of speeches explores the activist agenda the London, Ontario, lawyer pursued through his premiership, which sought to ensure all Ontarians were able to participate fully in provincial society. When Peterson was asked what he viewed as his most important accomplishment, he thought for a brief moment and then whispered with obvious emotion, “breaking down walls and barriers.” Through his speeches, readers can see Premier Peterson on the wider Canadian stage by addressing the economic challenges faced by the federation – most notably free trade – and by supporting the Meech Lake Accord, which was designed to bring Quebec into the constitutional family. His speeches also show him on the global stage, engaged in the challenges of the transformation of world politics and Canada’s trading relationship with the United States. By the time Peterson’s premiership had come to an end in 1990, the Berlin Wall had fallen, Europe was increasingly integrated, a fragmented Soviet Union was beginning to collapse, the Canada-United States Free Trade Agreement was in full force and effect, and the age of globalization had begun. Through this selection of speeches, the editors also present insights into a range of other figures, from former premiers and Peterson’s political contemporaries to the British royal family. Particularly powerful tributes include Nelson Mandela’s first visit to Canada and Peterson’s eulogy for MPP Dalton McGuinty, Sr, the father of Ontario’s 24th premier. TVOntario’s Steve Paikin provides an in-depth introduction that puts the life and political times of Premier Peterson and his government in broader perspective.
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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 | 0.002 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.019 | 0.019 |
| Scholarly communication | 0.018 | 0.013 |
| Open science | 0.002 | 0.011 |
| Research integrity | 0.004 | 0.008 |
| Insufficient payload (model declined to judge) | 0.031 | 0.013 |
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".