What's left in the community? Oppositional politics in contemporary practice
Bibliographic record
Abstract
The growth of community-based not-for-profits in the Anglo-American world has been mirrored by weakened political demands and a diminished set of critical political perspectives. Nevertheless, significant efforts in Anglo-American communities still exist and provide examples of community-based organizing that have not lost sight of the goals of social and economic justice. This article explores practice examples that demonstrate the existence and possibilities of politically oppositional community organizing in the current difficult and complex political economy. These examples present effective, if imperfect, community initiatives. The three discussed – The Fifth Avenue Committee, ACORN, and Immigrant Worker Centres – offer alternatives to contemporary forms of community practice moderated by economic globalization and the policies of neo-liberalism. The article ends by drawing lessons from these experiences and their potential in the contemporary political economy.
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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 | 0.018 | 0.023 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.034 | 0.095 |
| Scholarly communication | 0.019 | 0.012 |
| Open science | 0.002 | 0.013 |
| Research integrity | 0.006 | 0.009 |
| 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".