Bibliographic record
Abstract
The discussion in Chapter 2 of what the NAFTA is and what it is not skirts a larger set of questions about what North America is. That sounds like a debate for a different book, but is not inconsequential here, since the answer to that question has fuelled the politics of the NAFTA itself. In the context of trade, North America is most simply expressed as the three parties to the NAFTA. Yet, geographically, North America is quite a bit broader. According to the National Geographic Society, the continent of North America extends from the tiny Aleutian Islands in the northwest to the Isthmus of Panama in the south [and] includes the enormous island of Greenland in the north east and the small island countries and territories that dot the Caribbean Sea and western North Atlantic Ocean. Moreover, North America can be divided into five physical regions: the mountainous west, the Great Plains, the Canadian Shield, the varied eastern region, and the Caribbean. Mexico and Central America’s western coast are connected to the mountainous west, while its lowlands and coastal plains extend into the eastern region. Neither Panama nor Greenland is part of the NAFTA, nor is the Caribbean. For a short time after the NAFTA’s completion, in 1994, the Free Trade Area of the Americas initiative contemplated the extension of NAFTA-like trade rules to most of the Western Hemisphere. Yet even the FTAA would not have included Cuba (democracy was a condition of entry) or Greenland, a semi-autonomous part of Denmark. Within each of the NAFTA countries, for example, we can point to numerous examples of “regionalism” affecting domestic politics: the US Civil War and its long-term impact on the American South; Canada’s challenges with threatened independence by Quebec or with western alienation; or Mexico’s struggles with restive parts of its underdeveloped southern states. Each suggests a social, political or economic distinctiveness at the subnational level important for understanding the function of the larger polity. That all three have unique experiences with federalism suggests they remain in the midst of a grand experiment with how to knit large geographies and diverse populations into a cohesive national structure.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.009 | 0.006 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.031 | 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".