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Record W3039619910 · doi:10.20355/jcie29391

Women's Work and The Library: Ideological Shaping of the Academic Librarian as the Alt-academic

2020· article· en· W3039619910 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Contemporary Issues in Education · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicLibrary Science and Administration
Canadian institutionsMacEwan University
Fundersnot available
KeywordsIdeologySociologyWork (physics)EthnographyCapitalist mode of productionConsciousnessConstruct (python library)Value (mathematics)Women's workDevaluationSet (abstract data type)Public relationsMedia studiesPolitical sciencePoliticsPsychologyLawBusinessEngineering

Abstract

fetched live from OpenAlex

Overwhelmingly, librarians working at Canadian universities are considered academic staff, if not faculty. However, the role and fit of the academic librarian within the academic enterprise is overshadowed and frequently misunderstood. As alt-academics, librarians' expertise and contribution to the university's academic mission is often sidelined: the nature of the work too frequently viewed through an organizational rather than an academic lens and characterized as preoccupied with a structured set of regularized responsibilities. Drawing on the findings of my doctoral research, an institutional ethnography of librarians' work experiences as academic staff, this article argues that social relations such as those that construct work value are historically rotted and ideologically determined. I propose that our speech, text, and talk, indeed our social consciousness, is permeated by two ideological codes—women's work and the library—that structure librarians' labour in a particular way. Ultimately, I link the devaluation of librarians' work to the necessary gendered exploitation of labour that happens within a capitalist mode of production.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.569
Threshold uncertainty score0.320

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.003
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 head0.071
GPT teacher head0.347
Teacher spread0.276 · 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