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Record W2098128719 · doi:10.25071/1920-7336.21389

I’s Wide Shut: Examining the Depiction of Female Refugees’ Eyes and Hands in Stephen Frears’s Dirty Pretty Things

2007· article· en· W2098128719 on OpenAlex
Jenny Heijun Wills

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
venuePublished in a venue whose home country is Canada.

Bibliographic record

VenueRefuge Canada s Journal on Refuge · 2007
Typearticle
Languageen
FieldArts and Humanities
TopicLiterature, Film, and Journalism Analysis
Canadian institutionsWilfrid Laurier University
Fundersnot available
KeywordsRefugeeMainstreamDepictionConversationMedia studiesSociologyRefugee crisisAestheticsGender studiesArtPolitical scienceLawVisual artsCommunication

Abstract

fetched live from OpenAlex

In 2002, Stephen Frears directed Dirty Pretty Things – one of the few mainstream fictional films to highlight the effects of exile, the complexities of refugee status, and the trials of migrant labour in the “Western” world. Thus far, the minimal number of “refugee” films produced is mirrored by the minimal discussion about those films (or their absence). This essay examines Frears’s film with a critical lens that incorporates both theoretical evaluations and aesthetic choices. For instance: how do media representations of refugees and migrants relegate the signification of refugee-ism to visceral, silent, repetitiv,e and subordinated signifiers? Additionally, this essay narrows its interest upon Senay, the female lead of Dirty Pretty Things, to open up a dialogue about fragmented body: missing hands / hyperbolized eyes. Drawing on knowledge of the theoretical implications of those choices, this paper addresses refugees and illegal migrants in film with the hope of initiating conversation about an otherwise relatively silent and untouched cinematic subgenre.

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 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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.957
Threshold uncertainty score0.943

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.014
GPT teacher head0.223
Teacher spread0.208 · 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