The containment of Occupy: militarized police forces and social control in America
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The spread of the Occupy movement across the globe has reinvigorated the political, expanding the horizon of possibility after over thirty years of closure imposed by neoliberalism. While a literature which analyzes the interlinking nature of these social movements across the world is emerging, the response to them by powerful public and private actors is less examined. This paper focuses upon the attempt by domestic authorities in the United States to curtail these struggles. Applying the work of Nicos Poulantzas on authoritarian statism it examines how private and public actors have worked together to contain the recent surge of protest. Specific attention is paid to the harsh response of police forces to the Occupy protests, which is analyzed in the context of the growing militarization of American police that has been underway since the declaration of the War on Drugs in 1971.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it