Borders, labor, and beyond: Collective reflections on Harsha Walia's writing, activism, and influence on the anthropology of work
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
Abstract Harsha Walia is the winner of the 2022 Conrad M. Arensberg Award given by the Society for the Anthropology of Work for outstanding contributions to the anthropology of work from inside the discipline and beyond. Walia is a scholar, activist, and organizer committed to migrant justice and border abolition. She is also author of Border and Rule: Global Migration, Capitalism, and the Rise of Racist Nationalism (Fernwood Press 2021), Undoing Border Imperialism (AK Press 2013), as well as numerous journal articles. Walia's analysis and her organizing with No One Is Illegal and other activist communities lay bare why border imperialism continues to feed into worker exploitation and why border abolition is imperative for migrant worker justice. This roundtable discussion is the culmination of collective thinking by anthropologists about how Walia's work has influenced their own, including their research, writing, and advocacy with their interlocutors who live and work across borders.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 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 | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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