Bibliographic record
Abstract
On a warm October afternoon I set out with Obsesión's Magia López and Alexey Rodríguez to attend a local Sunday second-line parade in a black working-class section of New Orleans.The two had arrived the night before for a weeklong program of performance and forums as part of a 2011 North American tour.This being their first visit to New Orleans, I could think of no more fitting introduction to the city's cultural cartography than a Sunday second-line parade.With the recent lifting of Bush-era travel restrictions on Cuban artists and intellectuals, Havana raperos were now again free to tour the United States after a long hiatus.Building on stints of international travel melding music and social activism-including participation in the 2006 World Social Forum in Caracas, Venezuela, and repeated invitations to Vancouver's Hip Hop for Peace Festival organized around antiwar and antiimperialist concerns-Magia and Alexey were quite resourceful in exploiting the renewed opening.This would in fact be the first of two subsequent U.S. tours, the second unfolding in 2013 and involving artistic collaborations with émigré and local mcs alongside outreach in black and Latino communities regarding antiracist and antisexist themes. 1 This Sunday's second-line was organized by Women of Class Social Aid and Pleasure Club, one of a handful of such female-centered clubs in New Orleans and seemingly all the more apropos given Magia's pioneering work as a rapera.Following the club members' flamboyant entrance from a local
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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 | 0.001 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.739 | 0.587 |
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".