The “Normalized Quiet of Unseen Power”: Recognizing the Structural Violence of Deindustrialization as Loss
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
This article explores the structural violence of deindustrialization and the urban losses that result. It is a global story of mass displacement and dispossession but also an intensely local one that has devastated the working-class. But much of this history is submerged under a dominant, postindustrial, discourse that instills not only a sense of inevitability but of progress and where the ravages of deindustrialization, when recognized at all, are safely contained to rust belt zones or inner-city areas. These twin processes of “invisibilization” can even co-exist within a metropolitan area like Montreal where deindustrialization’s lasting effects are at once too diffuse and too localized to be noticed, further privatizing the pain and hurt that results. In exploring the internalized despair produced by the structural violence of deindustrialization, the article invites us to consider the ways that public recognition or non-recognition structures the public conversation about what’s lost in mill or factory closings. Edward Said, among others, has asked us to interrogate the “normalized quiet of unseen power” when violence becomes largely invisible to us.
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 | 0.000 |
| 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) | 0.001 | 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