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Record W2980287146 · doi:10.1108/s0065-2830201945

LGBTQ+ Librarianship in the 21st Century: Emerging Directions of Advocacy and Community Engagement in Diverse Information Environments

2019· book· en· W2980287146 on OpenAlexaff
Gregg Stevens

Bibliographic record

Venuenot available
Typebook
Languageen
FieldSocial Sciences
TopicPrivacy, Security, and Data Protection
Canadian institutionsMcGill University
FundersUniversity of North Carolina at Chapel HillVanderbilt University
KeywordsCommunity engagementLibrary sciencePolitical scienceSociologyPublic relationsComputer science

Abstract

fetched live from OpenAlex

he was a faculty member in the School of Information Sciences at the University of Tennessee. His research focuses on diversity and social justice in library and information science (LIS) and community informatics or the use of information and communication technologies to empower minority and underserved populations to make meaningful changes in their everyday lives. He has applied action research to further engaged scholarship and community engagement while collaborating with racial/ ethnic groups, international diaspora, sexual minorities, rural communities, lowincome families, small businesses, and others, to represent their experiences and perspectives in the design of community-based information systems and services. In the position of the EBSCO Endowed Chair in Social Justice he is very excited to have the opportunity to collaboratively shape the LIS area of the college-wide doctoral program through a concentration in social justice research.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.958
Threshold uncertainty score0.987

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.051
GPT teacher head0.277
Teacher spread0.226 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations8
Published2019
Admission routes1
Has abstractyes

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