The free zone: Gang dynamics, de-differentiation, and pseudo-statehood in <i>The Wire</i>
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
This article scrutinises concepts of deregulation against the backdrop of the ‘New Capitalism’ as presented in the episode ‘Hamsterdam’ in the American TV series, The Wire: when the major in charge of the Western District of Baltimore secretly decides to pull the police force from the war on drugs in order to re-dedicate their energy to police work proper, he de facto legalises drugs in a specific quarter of his district. Read through theories of statehood and sovereignty, this episode sheds light on self-perception of gangs within an ailing communal system, and on the difficulties with which the protagonists of The Wire constantly grapple, shifting the focus from the seemingly self-sustaining microcosm of West Baltimore to the superstructure that presupposes and enables the mechanisms of Baltimore’s public sphere.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.000 |
| 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