“I Will Have Your Surrender”: British Colonization and the Rape of Jamie Fraser
Bibliographic record
Abstract
In the Starz time-travel drama Outlander, World War II nurse Claire Randall is transported back to 1743 while visiting Scotland. While Claire initially tries to travel back to her husband Frank, she soon becomes caught up in rebellion and marries Scottish Jamie Fraser. Claire, an Englishwoman, is forced to acknowledge the harsh realities of British colonial rule in Scotland. Frank’s ancestor, British Captain “Black Jack” Randall, serves as a terrifying synecdoche for the colonization of Scotland. In this article, the author argues that Black Jack’s obsession with and eventual capture, torture, and rape of Jamie force both Claire and the viewer to bear witness not only to Jamie’s own suffering but also to the devastating colonization of Scotland. Outlander constructs Jamie as a wild, romantic hero—paralleling Claire’s romanticization of Scotland—and then deconstructs this narrative as it forces its heroine to confront the devastation wrought by her own empire throughout history.
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.011 | 0.013 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".