On the Work of Urbanization: Migration, Construction Labor, and the Commodity Moment
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
Construction labor markets are crucial to processes of urbanization, yet they have been largely overlooked as sites for research and theory at the nexus of urban and migration studies. In this article I explore how widespread trends of flexibility have transformed construction labor markets internationally in recent decades and highlight how these trends intersect with the growing incorporation of temporary migrant labor. Employing research conducted on construction labor markets in the city of Dubai, I offer three interventions on theorizing urbanization through the lens of migrant construction work and employment. These include reconceptualizing urbanization as a process of commodity production; highlighting the building process as a site of intersectional politics; and foregrounding how migrant construction work and employment offers a fruitful lens for comparative urban research seeking to draw new connections about the social relations of urbanization across a host of cities internationally. Drawing on feminist migration and postcolonial urban scholarship, I consider how an engagement with the commodified geographies of migrant construction work offers opportunities to reframe and decenter Marxian theories of urbanization.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 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 it