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 ‘good American soldier’ as a gendered ideal type shaped by, and reproductive of, myths about American military success, romantic notions of small-town working and white America, notions of heterosexual virility, and ableist stereotypes about personal resilience. Drawing from an analysis of 10 years of media coverage of an iconic image dubbed the ‘Marlboro Marine’, the article outlines three specific myths linked to the ‘good American soldier’, in order to provide an insight into ideals of militarized masculinity and the gendered myths that shape American nationalism and identity. In developing this analysis, the article extends existing work on military masculinities by introducing the ‘good American soldier’ ideal type and explores the multiple myths associated with this ideal type. The article also demonstrates how a media narrative analysis that covers an extended period of time makes it possible to observe shifting narratives associated with the ‘good American soldier’.
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 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it