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Record W2730417394 · doi:10.18584/iipj.2017.8.2.9

A Library Matter of Genocide: The Library of Congress and the Historiography of the Native American Holocaust

2017· article· en· W2730417394 on OpenAlexafffundvenueabout
Michael Dudley

Bibliographic record

VenueInternational Indigenous Policy Journal · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicAsian Geopolitics and Ethnography
Canadian institutionsUniversity of Winnipeg
FundersUniversity of Winnipeg
KeywordsGenocideIndigenousThe HolocaustSubject (documents)ColonialismScholarshipEthnic CleansingHistoriographySociologyLawHistoryPolitical scienceLibrary scienceComputer science

Abstract

fetched live from OpenAlex

For decades, Indigenous experiences of mass killings, atrocities, ethnic cleansing, and assimilation have been marginalized from genocide studies due to the ways in which knowledge is constructed in the field, specifically in terms of its focus on definitions and prototype-based conceptions. This article argues that these exclusions are not merely owed to discourses internal to genocide studies, but are affirmed by conventional library terminologies for the purposes of knowledge organization and information retrieval in the form of Library of Congress Subject Headings (LCSH) and classification, as applied to books regarding genocidal colonial encounters with Indigenous Peoples. These headings largely exhibit euphemistic tendencies and omissions that often fail to reflect the contents of the materials they seek to describe, not only impeding retrieval of books on this subject, but also their incorporation into current scholarship. To determine the extent to which the assignment of LCSH and call numbers corresponded reasonably to the stated intent of the authors, searches in OCLC’s global WorldCat catalogue were conducted for books related to the Library of Congress subject “Indians of North America” and some variation of the keywords genocide, holocaust, or extermination, yielding a list of 34 titles. The subject headings and classification designations assigned to these books were then analyzed, with particular attention paid to euphemisms for genocide, colonial narratives, the exercise of double standards when compared to non-Indigenous genocides, or outright erasure of genocide-related content. The article argues that Western epistemologies in both genocide studies and library science have marginalized Indigenous genocides, reproducing barriers to discovery and scholarship, and contributing to a social discourse of Native American Holocaust denial. Instead a pragmatic view in library science is proposed, in which claims of genocide on the part of authors are taken as given and which would recognize the legitimacy of Indigenous perspectives concerning their relationship to land and how processes of assimilation (such as Canada’s residential school system) were consistent with Raphael Lemkin’s original definition of genocide. It argues that enabling our ability to name and discuss genocide in North America can contribute to a more honest reckoning with our history and hence the basis for reconciliation and social justice.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.139
Threshold uncertainty score0.275

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0070.011
Science and technology studies0.0170.025
Scholarly communication0.0240.012
Open science0.0010.005
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0090.001

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 head0.013
GPT teacher head0.309
Teacher spread0.296 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations17
Published2017
Admission routes4
Has abstractyes

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