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Record W4378802038 · doi:10.3138/gsi-2021-0003

US Federal Off-Reservation Boarding Schools and Ethnocide's Benevolent Perpetrator

2023· article· en· W4378802038 on OpenAlex
Stefanie Kunze

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.

venuePublished in a venue whose home country is Canada.
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

VenueGenocide Studies International · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicVietnamese History and Culture Studies
Canadian institutionsnot available
Fundersnot available
KeywordsGenocideReservationScholarshipCriminologyComplicityContext (archaeology)PopulationLawSociologyPolitical scienceHistory

Abstract

fetched live from OpenAlex

The United States federal off-reservation Indian boarding schools of the twentieth century have been the locale for ethnocide and cultural genocide of the Native American population. While in any critical discussion of mass atrocity crimes, such as genocide and ethnocide, the question of the perpetrators always ranks central, not much attention has been paid to the perpetrators of ethnocide who operated in these off-reservation boarding schools. Furthermore, scholarship has focused on perpetrators in genocide but has not spent much time considering the definitional nuances between perpetrators in ethnocide and genocide. In this paper, I highlight an additional perpetrator type that applies specifically to ethnocide, which is an addition to existing perpetrator typologies. This benevolent perpetrator, who is specific to ethnocidal crimes, can for instance be found in United States federal off-reservation Indian boarding schools between 1878 and 1934. Paying attention to these perpetrators and considering them as a unique type, will allow for furthering and developing our understanding of ethnocide, perpetration and complicity, and assimilation practices in off-reservation boarding schools. Furthermore, this discussion is embedded in the debate about the applicability of the terms genocide and ethnocide in a settler-colonial context.

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)0.001
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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.276
Threshold uncertainty score0.999

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 studies0.0030.000
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 head0.059
GPT teacher head0.379
Teacher spread0.319 · 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