Bibliographic record
Abstract
How do insecure layers of the working class resist when they lack access to power and organization at the workplace? The community strike represents one possible approach. Whereas traditional workplace strikes target employers and exercise power by withholding labor, community strikes focus on the sphere of reproduction, target the state, and build power through moral appeals and disruptions of public space. Drawing on ethnography and interviews in the impoverished Black townships and informal settlements around Johannesburg, I illustrate this approach by examining widespread local protests in South Africa. Insecurely employed and unemployed residents implemented community strikes by demanding public services, barricading roads and destroying property, and boycotting activities such as work and school. Within these local revolts, community represented both a site of struggle and a collective actor. While community strikes enabled economically insecure groups to mobilize and make demands, they also confronted significant limits, including tensions between protesters and workers.
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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 | 0.007 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.001 |
| Science and technology studies | 0.020 | 0.078 |
| Scholarly communication | 0.015 | 0.010 |
| Open science | 0.002 | 0.018 |
| Research integrity | 0.003 | 0.005 |
| 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".