Dangerously Sleepy: Overworked Americans and the Cult of Manly Wakefulness Meet Joe Copper: Masculinity and Race on Montana's World War II Home Front
Bibliographic record
Abstract
Book Review| February 01 2016 Dangerously Sleepy: Overworked Americans and the Cult of Manly Wakefulness Meet Joe Copper: Masculinity and Race on Montana's World War II Home Front Dangerously Sleepy: Overworked Americans and the Cult of Manly Wakefulness. Derickson, Alan. Philadelphia: University of Pennsylvania Press, 2014xiii + 224 pp., $49.95 (cloth)Meet Joe Copper: Masculinity and Race on Montana's World War II Home Front. Basso, Matthew L.. Chicago: University of Chicago Press, 2013xiii + 360 pp., $90.00 (cloth); $30.00 (paper) Steven Maynard Steven Maynard Search for other works by this author on: This Site Google Labor (2016) 13 (1): 102–106. https://doi.org/10.1215/15476715-3342641 Views Icon Views Article contents Figures & tables Video Audio Supplementary Data Peer Review Share Icon Share Facebook Twitter LinkedIn Email Tools Icon Tools Permissions Cite Icon Cite Search Site Citation Steven Maynard; Dangerously Sleepy: Overworked Americans and the Cult of Manly Wakefulness Meet Joe Copper: Masculinity and Race on Montana's World War II Home Front. Labor 1 February 2016; 13 (1): 102–106. doi: https://doi.org/10.1215/15476715-3342641 Download citation file: Zotero Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex toolbar search Search Dropdown Menu toolbar search search input Search input auto suggest filter your search Books & JournalsAll JournalsLabor Search Advanced Search The text of this article is only available as a PDF. © 2016 by Labor and Working-Class History Association2016 Article PDF first page preview Close Modal You do not currently have access to this content.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.029 | 0.009 |
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 source (direct Gemma or distilled Codex), 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".