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Record W3206912697 · doi:10.1108/jd-11-2020-0194

Spatial thinking, gender and immaterial affective labour in the post-Fordist academic library

2021· article· en· W3206912697 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.

Bibliographic record

VenueJournal of Documentation · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicLibrary Science and Administration
Canadian institutionsUniversity of Guelph
Fundersnot available
KeywordsFordismOriginalitySociologyValue (mathematics)Work (physics)Context (archaeology)Service (business)Function (biology)Knowledge economySocial scienceEpistemologyPublic relationsPolitical scienceEconomicsComputer scienceEconomyEngineering

Abstract

fetched live from OpenAlex

Purpose The purpose of this paper is to use spatial thinking (space-time) as a lens through which to examine the ways in which the socio-economic conditions and values of the post-Fordist academy work to diminish and even subsume the immaterial affective labour of librarians even as it serves to reproduce the academy. Design/methodology/approach The research question informing this paper asks, In what ways does spatial thinking help us to better understand the immaterial, invisible and gendered labour of academic librarians' public service work in the context of the post-Fordist university? This question is explored using a conceptual approach and a review of recent library information science (LIS) literature that situates the academic library in the post-Fordist knowledge economy. Findings The findings suggest that the feminized and gendered immaterial labour of public service work in academic libraries – a form of reproductive labour – remains invisible and undervalued in the post-Fordist university, and that academic libraries function as a procreative, feminized spaces. Originality/value Spatial thinking offers a corrective to the tendency in LIS to foreground time over space. It affords new insights into the spatial and temporal aspects of information work in the global neoliberal knowledge economy and suggests a new spatio-temporal imaginary of the post-Fordist academic library as a site of waged work.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.420
Threshold uncertainty score0.363

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.004
Open science0.0000.000
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 head0.016
GPT teacher head0.322
Teacher spread0.306 · 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