Company towns : labor, space, and power relations across time and continents
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
Company Towns: Concepts, Historiography, and Approaches M.Borges & S.Torres Form and Reform: The Garden City of Hellerau-bei-Dresden between Company Town and Model Town M.Ryan Van Zee From Colonial Company Town to Industrial City: The South Manchuria Railway Company in Fushun, China L.Teh 'Little Storybook Town': Space and Labor in a Company Town in Colonial Angola, 1913-61 J.Ball Labor Resistance and Accommodation among Immigrant Workers in the Oil Company Towns of Patagonia, Argentina S.Torres & M.Borges When Ghosts Hovered: Community and Crisis in the Company Town of Britannia Beach, British Columbia, Canada, 1957-65 K.Rollwagen Company Towns in a Transnational Commodity Chain: Social and Environmental Dimensions of Aluminum Production in Porto Trombetas, Brazil, and Ardal, Norway F.Meyer Race and Gender in Peripheral Resource Towns: Boundaries and Boundary-crossings in Tanjung Bara Mining Camp in Kalimantan, Indonesia K.Lahiri-Dutt Reflections on an Appalachian Camelot: Place, Memory, and Identity in the Former Company Town of Wheelwright, Kentucky, U.S.A L.Perry
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 | 0.000 |
| 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) | 0.001 | 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