epilogue The Nafta Superhighway and the Limits of North American Community
Bibliographic record
Abstract
When Guillermo Verdecchia announced in his 1993 play, Fronteras Americanas, “when I say america I don't mean the country, I mean the continent. Somos todos Americanos. We are all Americans,” he was deliberately trying to be provocative.1Close Addressing the relatively homogenous, middle-class audiences who attend the Canadian theater, he described the continent as a vast borderlands where nobody could avoid being touched by demographic shifts that were shrinking the globe and changing Canada's relation to the American hemisphere. Verdecchia intended to startle his spectators by revealing the Latinoization of Canada and asking them to imagine themselves as “Americanos,” residents of a continent as well as a nation.2Close But when he made these pronouncements he could not have imagined how controversial the prospect of continental integration could become, how deeply resistant Canadians, U.S. Americans, and Mexicans would be to the prospect of understanding themselves as part of a unified North America.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.042 | 0.005 |
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".