Bibliographic record
Abstract
There's a pervasive sense of betrayal in areas scarred by mine, mill and factory closures. Steven High's One Job Town delves into the long history of deindustrialization in the paper-making town of Sturgeon Falls, Ontario, located on Canada's resource periphery. Much like hundreds of other towns and cities across North America and Europe, Sturgeon Falls has lost their primary source of industry, resulting in the displacement of workers and their families. One Job Town takes us into the making of a culture of industrialism and the significance of industrial work for mill-working families. One Job Town approaches deindustrialization as a long term, economic, political, and cultural process, which did not begin and simply end with the closure of the local mill in 2002. High examines the work-life histories of fifty paper mill workers and managers, as well as city officials, to gain an in-depth understanding of the impact of the formation and dissolution of a culture of industrialism. Oral history and memory are at the heart of One Job Town, challenging us to rethink the relationship between the past and the present in what was formerly known as the industrialized world
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.
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 | 0.007 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".