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Record W4391383704 · doi:10.3138/cras-2023-016

“I Will Have Your Surrender”: British Colonization and the Rape of Jamie Fraser

2024· article· en· W4391383704 on OpenAlexaffvenue
Melodie Roschman

Bibliographic record

VenueCanadian Review of American Studies · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicAsian Culture and Media Studies
Canadian institutionsEmmanuel Bible College
Fundersnot available
KeywordsSurrenderColonizationHistoryGenealogyArchaeology

Abstract

fetched live from OpenAlex

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.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.670
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.003
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.026
GPT teacher head0.337
Teacher spread0.311 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreReview

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".

Quick stats

Citations2
Published2024
Admission routes2
Has abstractyes

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