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Record W839870310 · doi:10.7939/r3kd1r00r

You Can’t Hurry Love: Slow Library Education in Culturally Diverse Society.

2013· article· en· W839870310 on OpenAlexaboutno aff
Toni Samek

Bibliographic record

VenueUniversity of Alberta Library · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicLibrary Science and Administration
Canadian institutionsnot available
Fundersnot available
KeywordsSociologyInformation literacyDiversity (politics)ScholarshipLibrary scienceIntellectual freedomInclusion (mineral)Public relationsPolitical scienceSocial sciencePedagogyCensorshipLawComputer science

Abstract

fetched live from OpenAlex

IFLA adopted its Multicultural Library Manifesto in 2008. Meanwhile, contemporary scholarship in library and information studies suggests that North American Master of Library and Information Studies (MLIS) graduates are not completing their degrees with a solid foundation in the core library value of diversity. The School of Library and Information Studies at the University of Alberta (Canada) recently approved a new course in the University Calendar. Titled LIS Services in Culturally Diverse Society, the course examines the central concepts of diversity and inclusion and a range of related issues and contributions with respect to specific populations and traditionally underrepresented groups, and their support systems, in library and information settings. Drawing on the experience of an intellectual freedom and social responsibility scholar who developed and delivered the course, this paper lays open the importance of acknowledging tension between a tripartite of sister core library values - diversity, intellectual freedom and social responsibility. This paper asserts that the enduring debate about library neutrality and concomitant dilemma over what constitutes library work and what is or is not a library issue plays into the complexity of teaching and learning about diversity in library and information studies education. Recognition of how acceptance of differences can place individual and collective values in conflict, including in inside library culture and not just for the public served, is a necessary component of MLIS education.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
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 score0.174
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.012
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0070.000

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 head0.009
GPT teacher head0.211
Teacher spread0.202 · 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.

Study designNot applicable
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

Citations1
Published2013
Admission routes1
Has abstractyes

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