Incoming Canadian Prime Minister Mark Carney Victory Remarks : CSPAN : March 10, 2025 11:35pm-12:11am EDT
Bibliographic record
Abstract
"We didn't ask for this fight, but Canadians are always ready when someone else drops the gloves. So the Americans, they should make no mistake -- in trade as in hockey, Canada will win," incoming Canadian Prime Minister Mark Carney said during victory remarks after winning his Liberal Party's leadership election, also securing his place as the leader of Canada's federal government. His remarks focused on escalating trade tensions with the United States, Canada's largest trading partner, after President Trump imposed new tariffs on Canadian goods and services in a bid to cajole Canada to boost security and cut drug flows across its border with the U.S. Mr. Carney, a former governor of the Bank of Canada, was expected to within days of this speech be officially named to the top post by Canada's governor general, its official representative from Canadian King Charles III. Sponsor: Canada | Liberal Party
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.001 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.004 | 0.004 |
| Insufficient payload (model declined to judge) | 0.501 | 0.232 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".