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Record W3153417217 · doi:10.1093/ips/olab008

A Feeling of Unease: Distance, Emotion, and Securitizing Indigenous Protest in Canada

2021· article· en· W3153417217 on OpenAlexaffabout
Eric Van Rythoven

Bibliographic record

VenueInternational Political Sociology · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Security and Public Health
Canadian institutionsCarleton University
Fundersnot available
KeywordsIndigenousSecuritizationFeelingColonialismConversationRacismSociologyIncentiveLawPolitical scienceSocial psychology

Abstract

fetched live from OpenAlex

Abstract Why do public officials sometimes avoid using security claims to frame an issue, even when there are strong incentives and historical precedent for doing so? Efforts to portray indigenous protest as a security issue are a recurring feature of Canada's settler colonial history. Recently, however, a series of public officials have emphatically rejected these kinds of claims. To explain this puzzle, I argue that a growing feeling of unease over the history of settler colonialism has transformed once acceptable security claims into sources of controversy and racism. Generated through diverse social repertoires linked to indigenous-led forms of reconciliation, this unease has resulted in officials facing pressure to distance themselves—through denials, apologies, and euphemisms—from claims that have become increasingly controversial. The result is not a direct end to the securitization of indigenous protest—some figures may actively court controversy, while others can still make these claims in private conversation or internal documents. Instead, the effect of this unease is to render these claims less publicly defensible and thus make security practices targeting indigenous communities appear increasingly illegitimate.

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)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.346
Threshold uncertainty score0.538

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.016
GPT teacher head0.318
Teacher spread0.301 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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

Citations20
Published2021
Admission routes2
Has abstractyes

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