Art, Affect, and Enslavement: The Song of the Oxcart in Colonial Dutch Brazil
Bibliographic record
Abstract
Focusing on a single artwork, Frans Post’s painting called The Oxen Cart of 1638, this article explores what Édouard Glissant calls the emotional apartheid of the plantation system. It argues that the affective evasion of Post’s painting fosters anti-Black racism by denying the full humanity of captive peoples. The painting is read together with Caspar Barlaeus’s contemporary apologia for the leadership of Maurits of Nassau, who was the governor-general of Dutch Brazil and Post’s patron. Focusing on classical and Neostoic understandings of governance and enslavement, the article turns to Paul Alpers’s analysis of the pastoral mode as an art of evasion that justifies the exploitation of rural labourers. It concludes by taking up Saidiya Hartman’s concept of critical fabulation to consider the oppositional views and counter-narratives expressed in the music-making traditions of enslaved people.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.006 | 0.008 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".