Boundaries and Corridors: Rethinking the Canada-United States Border-Lands in the Post-9/11
Bibliographic record
Abstract
I. INTRODUCTION After September 11, 2001, the boundary between Canada and the United States became more apparent. The boundary line itself did not change, but crossing the border became more protracted, less civil and generally more complex. This development reflected the fact that September 11 both accelerated developing technobased management strategies, and redirected existing border security programs. Cross-border movements, including trade, human migration and information flow, continued and grew, yet the focus shifted. On the border with Mexico, the shift was from stopping drugs, contraband and illegal immigrants to insuring national security. The U.S. was now at war with terrorism. On the United States border with Canada, the shift to national security implied a greater change for Canada than Mexico because the United States and Canada had evolved a relaxed border crossing relationship on the world's longest undefended border. Cross-border regionalism contributed to the evolution of the effective and benign exchange between boundary cooperation and identity helped to sustain cross-border movement after 9/11. The nature of the Canada-U.S. boundary, and the functions of the cross-border regions, appear to have been transformed during this crisis. This apparent transformation is explored in this paper. Cross-border regionalism is shared perception and use of an area, often with similar landscape characteristics, which result in mutual benefit and cooperation across the geographical regions that emerge from a sustained process of cross-border regional interaction. In our view, economic, social and cultural components of cross-border regions prevail when cross-border regionalism is strong. However, we do acknowledge the indelible political borderline, its constant presence, and its propensity to re-emerge with tremendous speed and vigor, periodically, and in response to external threat and internal political pressure. Cross-border regionalism is by its very nature both an ameliorative and a divisive process, for it brings together distinct nations and divides common interests. Add to these forces the impact of external events, and the erosive and depositional effects of time, and the cross-border region evident today may show only a resemblance to the borderlands apparent in previous decades. In this paper we explore how cross-border regions operate between Canada and the United States, and how their functions have changed in recent years. (1) In the post 9/11 period two apparently opposing yet fundamentally integrated forces are emphasized. One is the entrenchment of the boundary. In a sense, the wall between the United States and Canada became higher and less permeable when homeland security became a major issue in the United States. Yet, as the border was reinforced, corridors of commodity flow and interaction were expedited. Technological improvements, gateway acceleration, crossing-point staff enhancement and other enabling measures developed rapidly within cross-border regional contexts. Specific cross-border regional approaches to interaction across the boundary were fundamental to re-articulating and expediting Canada-U.S. trade and migration. Our road map to understanding cross-border regionalism in the post-9/11 era begins by situating the borderlands in the NAFTA-September 11 transition. NAFTA focused the vaguely defined borderland communities and regions between the United States and Canada. Under NAFTA, cross-border regions became distinct corridors and places of articulation between the national economies. Section II of the paper explores this notion along the extensive boundary, and evaluates the NAFTA effects of transportation, trade and regulation on border crossing and borderlands function. After 9/11, the United States' focus on homeland security has recast these cross-border regions as sub-national theatres of security implementation. Section III offers a snapshot of the state of the borderlands in the post-9/11 era. …
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.029 | 0.019 |
| Scholarly communication | 0.011 | 0.004 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 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".