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Record W7115818814

State in Absentia? Team Canada in a Post-CUSMA North America

2025· dissertation· en· W7115818814 on OpenAlexaboutno aff

Bibliographic record

VenueMacSphere (McMaster University) · 2025
Typedissertation
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsArgument (complex analysis)Free tradeState (computer science)Privilege (computing)EliteEmpirical evidenceTrade barrierCommercial policy
DOInot available

Abstract

fetched live from OpenAlex

Over the course of 150 years, Canada gradually associated with North American markets. This trajectory was interrupted in 2017 by the renegotiation of the North American Free Trade Agreement, NAFTA. The consequent treaty, the Canada-United States-Mexico Agreement (CUSMA), came alongside new threats of tariffs, American institutional withdrawal and supply chain localization. From a Canadian vantage point, does this post-CUSMA North America represent the same continental trade regime? One school of thought suggests continuity: CUSMA represents a cosmetic change as “NAFTA 2.0.” New Constitutional thinkers in particular observe the treaty’s institutional mechanisms as continuing to privilege capital over democracy. In this thesis, however, I observe discontinuity: CUSMA is decidedly not NAFTA 2.0. Rather, it represents the emergence of a non-cooperative continental trade regime. This argument is mobilized under a new framework, dynamic continentalism. As a diachronic contribution to the comparative continentalism literature, dynamic continentalism observes that continental trade regimes are constructed through both cooperative and non-cooperative trade policy. Here, continental trade regimes are understood as (1) a set of ideas driven by (2) societal coalitions and (3) institutionalized through cooperative (e.g., trade treaties) or non-cooperative (e.g., tariffs) trade actions. Under this framework, I profile a new dissociative continental regime characterized by neo-mercantilist ideas, nationally-driven coalitions and weak formal institutions. I observe this regime’s empirical fingerprints in three stages: pre-NAFTA regime collapse, NAFTA renegotiations, and post-CUSMA trade tensions. This case-oriented and mechanistic analysis is supported by a methodological triangulation of elite interviews, primary document sampling and archival materials. In profiling this context, I find Canada’s response lacking. Team Canada is a trade coalition committed to waning neoliberal trade architecture for which there is little regional appetite. Team Canada risks an associative trade strategy during a dissociative moment. Instead, I argue Team Canada should represent an industrial policy coalition favouring a recalibrated state.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.909
Threshold uncertainty score0.660

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0380.009
Scholarly communication0.0100.002
Open science0.0010.004
Research integrity0.0020.006
Insufficient payload (model declined to judge)0.0120.001

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.

Opus teacher head0.006
GPT teacher head0.205
Teacher spread0.199 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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