In the wake of logistics: Situated afterlives of race and labour on the Magdalena River
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
Based on ethnographic fieldwork conducted aboard a cargo boat on Colombia’s Magdalena River, and on historical accounts of fluvial transport, this article examines the racial formations on which logistics depends. Logistics is organized around flows at the heart of capitalist modernity, which are made possible by labour regimes whose racial underpinnings have both persisted and changed over time. Tracking continuities and divergences in riverboat work along the Magdalena River, I propose that our understanding of logistics is enriched by attending to historical articulations of race and labour. Inspired by scholars who reckon with the afterlives of racial slavery as well as by those who track precisely how that legacy unfolds in geographically and historically situated ways, I propose the analytic of situated afterlives, which focuses attention on the persistence of racial hierarchies and on their perpetual instability.
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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 | 0.000 | 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 | 0.000 |
| 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