An Echo That Reechoes: Transnational Activism and the Resonance of Zapatismo
Bibliographic record
Abstract
In this paper I examine the resonance of Zapatismo amongst political activists in Canada and the United States. Specifically, I look at how and why activists in Canada and the US have been galvanized by the Zapatista struggle and how it shapes their own political practices and struggles within contexts far removed from Chiapas, Mexico. Rather than signaling the birth of a new internationalism, I argue that the intersection of Zapatismo with diverse communities of North American activists has yielded unanticipated and even powerful results, many of which are predicated on a new kind of political imagination. Often explicitly, these political projects aim at articulating various forms of “autonomy” and interconnectedness in relation to the new neoliberal world order by melding novel political, aesthetic, and cultural approaches to activism, a melding which speaks to the deep and complex impact of Zapatismo upon the search for new political spaces and practices.
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.008 | 0.022 |
| Scholarly communication | 0.010 | 0.006 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.004 | 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".