From Virtual Public Spheres to Global Justice: A Critical Theory of Internetworked Social Movements
Bibliographic record
Abstract
From the early 1990s when the EZLN (the Zapatistas), led by Subcommandte Marcos, first made use of the Internet to the late 1990s with the defeat of the Multilateral Agreement on Trade and Investment and the anti-WTO protests in Seattle, Quebec, and Genoa, it became evident that new, qualitatively different kinds of social protest movements were emergent. These new movements seemed diffuse and unstructured, yet at the same time, they forged unlikely coalitions of labor, environmentalists, feminists, peace, and global social justice activists collectively critical of the adversities of neoliberal globalization and its associated militarism. Moreover, the rapid emergence and worldwide proliferation of these movements, organized and coordinated through the Internet, raised a number of questions that require rethinking social movement theory. Specifically, the electronic networks that made contemporary globalization possible also led to the emergence of “virtual public spheres” and, in turn, “Internetworked Social Movements.” Social movement theory has typically focused on local structures, leadership, recruitment, political opportunities, and strategies from framing issues to orchestrating protests. While this tradition still offers valuable insights, we need to examine unique aspects of globalization that prompt such mobilizations, as well as their democratic methods of participatory organization and clever use of electronic media. Moreover, their emancipatory interests become obscured by the “objective” methods of social science whose “neutrality” belies a tacit assent to the status quo. It will be argued that the Frankfurt School of Critical Theory offers a multi-level, multi-disciplinary approach that considers the role of literacy and media in fostering modernist bourgeois movements as well as anti-modernist fascist movements. This theoretical tradition offers a contemporary framework in which legitimacy crises are discussed and participants arrive at consensual truth claims; in this process, new forms of empowered, activist identities are fostered and negotiated that impel cyberactivism.
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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 | 0.009 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.007 | 0.004 |
| Science and technology studies | 0.013 | 0.131 |
| Scholarly communication | 0.021 | 0.030 |
| Open science | 0.003 | 0.009 |
| Research integrity | 0.008 | 0.009 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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.
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".