Towards a Transnational Political History of North America: The View from Canada
Bibliographic record
Abstract
Désenclaver l’histoire politique du Canada pour la situer dans une perspective transnationale et la faire dialoguer avec l’histoire nord-américaine suppose d’assumer la fécondité historiographique d’au moins trois « hérésies » opposées aux dogmes du nationalisme canadien: l’histoire canadienne est une histoire américaine, comme le montre notamment l’exemple de ses idées politiques; la formation de la nation canadienne ne date pas de l’instauration de la Confédération de 1867, qui n’était que la juxtaposition de deux nations distinctes; et enfin, le fédéralisme constitue une forme de gouvernement remarquablent flexible et adaptée à la géograpahie et à la diversité culturelle du Canada. L’approche transnationale pousse à rejeter le « narcissisme des petites différences » et le « solipsisme de l’exceptionnalisme », au profit de l’écriture d’une histoire commune nord-américaine.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.006 |
| Science and technology studies | 0.028 | 0.013 |
| Scholarly communication | 0.012 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 0.000 |
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".