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Record W4205266038 · doi:10.1108/rsr-06-2021-0024

Not a token! A discussion on racial capitalism and its impact on academic librarians and libraries

2021· article· en· W4205266038 on OpenAlexaff
Silvia Vong

Bibliographic record

VenueReference Services Review · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicLibrary Science and Administration
Canadian institutionsUniversity of TorontoSt. Michael's Hospital
Fundersnot available
KeywordsCapitalismSociologyMeritocracyContext (archaeology)TokenismValue (mathematics)Higher educationPublic relationsPolitical sciencePoliticsLaw

Abstract

fetched live from OpenAlex

Purpose The purpose of this article is to introduce the concept of racial capitalism in the context of academic libraries. Design/methodology/approach This paper draws on Leong's (2013) extended theory of racial capitalism and identifies how neoliberalism and racial capitalism are tied as well as how it is manifested in academic libraries through tokenism, racialized tasks, consuming racial trauma, cultural performance demands, workload demands and pay inequity. Findings The article ends with some suggestions in how to address these problematic practices though dismantling meritocratic systems, critical race theory in LIS education and training, and funding EDI work. Originality/value The article explores a concept in the academic library context and points to practices and structures that may commodify racialized identities.

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)0.018
metaresearch head score (Gemma)0.023
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.989
Threshold uncertainty score0.095

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.023
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.007
Science and technology studies0.0060.018
Scholarly communication0.0110.013
Open science0.0010.006
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.0060.001

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 head0.051
GPT teacher head0.364
Teacher spread0.313 · 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.

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

Citations14
Published2021
Admission routes1
Has abstractyes

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