Bibliographic record
Abstract
This chapter closely examines the Kampala International Theatre Festival, an annual event since 2014, as an example of a new generation of small international theatre festivals in twenty-first-century African urban centres. It asks how such festivals differ from their counterparts in other parts of the world and what they can do to shape and define contemporary local African theatre practices and their relationships to global stages. Drawing on participant observation, interviews with artists, and historical and political contextualization, it analyses this Uganda-based festival as a performative event that cultivates national and transnational affectively experienced communities, alternately along the lines of Ugandan, regional East African, and global alliances. It argues that the festival’s artistic and social activity, driven by strategic local administrators and artists, cultivates a next generation of Ugandan theatre artists and audiences, affirms regional connections that economic and political circumstances of post-colonial Africa have sometimes obscured, strengthens cultural and artistic flows that defy hegemonic trends of North–South collaboration, and asserts agency over Uganda’s ongoing process of cultural globalization.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.008 |
| Scholarly communication | 0.006 | 0.007 |
| Open science | 0.000 | 0.008 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.012 | 0.001 |
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".