The Crisis of Movement: Making and Remaking Global Supply Chains in Container Ports
Bibliographic record
Abstract
The COVID-19 Pandemic issued a cascading crisis in the transport sector and has signified a wholesale reconfiguration of global supply chains. In studying supply chains, anthropological scholarship has tended to focus on tracking particular commodities as they move from producer to consumer. The central sites of circulation that enable this very movement of goods, however, remain understudied. Container ports in particular are key nodes where the thread of global supply chains gathers. A comparative ethnographic analysis of container ports is put forward in order to ground supply chains and logistics in particular socio-cultural histories, material infrastructures, political ecologies, and the politics of labour. We move from Singapore to Hamburg, through Algeciras up to Rotterdam and back down to Pireaus in order to show potential pathways to study the complex web of interconnections we refer to as the global supply chain, with a specific focus on labour and chokepoints in relation to multi-sited and scaled disruptions.
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How this classification was reachedexpand
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 | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".