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
Abstract At the outset of the 1970s, with the city of N ew Y ork deep in financial crisis, the B ronx was the scene of violent conflict between rival gangs. In 1971, however, the S outh B ronx gangs came together to sign a truce. A frika B ambaataa, a young warlord from the B lack S pade gang, emerged as a peacemaker. In 1975 he created his own organization, the U niversal Z ulu N ation, which brought together the four components of hip‐hop culture ( DJing , MCing , Bboying and graffiti). B ambaataa organized the first block parties, informal gatherings where DJs illegally ran sound systems off the municipal power supply. The block parties catalysed the S outh B ronx youth, for a time contributing to a more peaceful gang culture. Using the resistance paradigm, and C ornel W est's substantial conception of cultural democracy, this essay questions whether hip‐hop engages and potentially challenges A merican democracy in creating an autonomous space for putting citizenship into practice. The essay concludes by arguing firstly that hip‐hop can be seen as a hidden transcript emerging from places of exclusion, and secondly that its diffusion is inscribed in struggles for space in the city.
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 | 0.002 | 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