Bibliographic record
Abstract
In Beyond the Sovereign Self Grant H. Kester continues the critique of aesthetic autonomy begun in The Sovereign Self, showing how socially engaged art provides an alternative aesthetic with greater possibilities for critical practice. Instead of grounding art in its distance from the social, Kester shows how socially engaged art, developed in conjunction with forms of social or political resistance, encourages the creative capacity required for collective political transformation. Among others, Kester analyzes the work of conceptual artist Adrian Piper, experimental practices associated with the escrache tradition in Argentina, and indigenous Canadian artists such as Nadia Myre and Michèle Taïna Audette, showing how socially engaged art catalyzes forms of resistance that operate beyond the institutional art world. From the Americas and Europe to Iran and South Africa, Kester presents a historical genealogy of recent engaged art practices rooted in a deep history of cultural production, beginning with nineteenth-century political struggles and continuing into contemporary anticolonial resistance and other social movements.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.015 |
| Scholarly communication | 0.010 | 0.014 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.019 | 0.004 |
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".