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Record W4200315670 · doi:10.1108/rsr-07-2021-0036

Library response to Black Liberation Collective: a review of student calls for change and implications for anti-racist initiatives in academic libraries

2021· review· en· W4200315670 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

VenueReference Services Review · 2021
Typereview
Languageen
FieldSocial Sciences
TopicLibrary Science and Administration
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousEquity (law)Inclusion (mineral)SolidaritySociologyDiversity (politics)Political scienceWhite (mutation)Media studiesPublic relationsLibrary scienceGender studiesLawPolitics

Abstract

fetched live from OpenAlex

Purpose In September 2015 protests erupted at the University of Missouri following a series of racist incidents on campus and culminating in the resignation of the university president in November 2015. In solidarity with the protests student activists at universities across the United States and Canada organized into the Black Liberation Collective and held the first #StudentBlackoutOut day of protests on university campuses on November 15 followed by the publication of lists of demands to over 80 colleges in 28 states, the District of Columbia and Canada in the hopes of creating more-equitable and inclusive institutions. These demands shared similarity in requests for equity as those put forth during the Black Campus Movement of the late 1960s which led to the establishment of Black studies and cultural centers at colleges and universities. Academic libraries in particular were included with several demands to better serve the Black Indigenous People of Color (BIPOC) community. Design/methodology/approach While librarianship has largely been a historically White profession, libraries have undertaken many diversity and inclusion initiatives over the years. This article will examine seven case studies concerning college and university libraries addressing demands collated by the Black Liberation Collective in 2015. Six years out from the publication of the lists, we will evaluate statements issued by the libraries and posted on their websites, the promises that have been made to address inequities and the ensuing actions the libraries have taken to create a welcoming, inclusive community. Findings The authors examine seven institutions where demands from student activists speak directly to the library. We examine the library's response to make changes and subsequent actions. Originality/value The authors take a journalist approach to their research and examination of library responses.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.694
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.003
Open science0.0010.000
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 head0.256
GPT teacher head0.482
Teacher spread0.225 · 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