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Record W4413506582 · doi:10.1080/08949468.2025.2547577

Beyond Nanook’s Smile: Visual Sovereignty in <i>Nanook of the North</i>

2025· article· en· W4413506582 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueVisual Anthropology · 2025
Typearticle
Languageen
FieldPsychology
TopicScience Education and Perceptions
Canadian institutionsnot available
Fundersnot available
KeywordsSovereigntyArtAestheticsVisual artsPolitical scienceLawPolitics

Abstract

fetched live from OpenAlex

This research highlights previously unexplored sites of visual sovereignty in the seal hunt scene from Nanook of the North (1922) by putting it in conversation with Angry Inuk (2016), an Inuit-produced documentary that counters anti-sealing rhetoric. Nanook of the North is commonly criticized for its racist view of Inuit, however these critiques have prevented scholars from seeing clear expressions of Indigenous sovereignty within the text. To highlight these expressions, I rely on a rhetorical analysis of Nanook of the North and Angry Inuk using Michelle Raheja’s “visual sovereignty” as my reading practice. Significantly, I have found distinct parallels between the way that Inuit knowledge, joy, and material culture are centered in both films. The centering of Inuit knowledge and culture throughout Nanook’s seal hunt scene indicates that further sites of sovereignty may exist in the film, pushing back against postcolonial critiques that see Nanook as an irredeemable colonial product. Consequently, Nanook has potential to be repurposed as pro-sealing rhetoric to counter the same anti-sealers Angry Inuk addresses.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.271
Threshold uncertainty score0.973

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0280.000

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 head0.022
GPT teacher head0.407
Teacher spread0.386 · 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