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Record W4405441420 · doi:10.7202/1114838ar

“There’s Just No Real Way to Win”

2024· article· en· W4405441420 on OpenAlexvenueno aff
Gracen Mikus Brilmyer, Veronica Denison, Jill K. Sadler, Tara Brar

Bibliographic record

VenueArchivaria · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicDisability Rights and Representation
Canadian institutionsnot available
Fundersnot available
KeywordsArt

Abstract

fetched live from OpenAlex

Centring around first person accounts, this article shows how some disabled archivists have experienced many different ableist expectations and assumptions in their work: through requirements in job descriptions, performance, and productivity and attitudes around comportment, accommodations, and disability. Drawing on a wide array of literature on disability, affect, and the archival profession while using data collected through interviews with disabled archivists, this article highlights some affective dimensions of archival labour. Interviewees’ past experiences led to an acute awareness of how they might or might not be perceived as “professional.” And managing this awareness and their concerns led to a variety of strategies: participants described overperforming, denying their own needs, and “pushing through” as well as expending significant amounts of time, energy, and work in anticipating, navigating, and managing others’ feelings and ableist attitudes. Together, these findings outline some of the ways disabled people experience the archival profession, perform labour that might be less legible and under-recognized, and feel about their place in the profession. Moreover, such labour illustrates a double bind for disabled archivists – what we might call a paradox of archival ableism. As they navigate others’ assumptions about disability – discriminatory opinions about capabilities, harmful behaviour, and ableist expectations – they simultaneously have to overperform, advocate for their own worthiness for accommodations, and balance the ways these efforts might counteract, contradict, or work against each other. In other words, the paradox of archival ableism is how ableism produces a double bind of having to prove that one is both capable of work and also deserving of the very accommodations needed to do the work and how these efforts often work against each other.

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 categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.929
Threshold uncertainty score1.000

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 communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.002

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 head0.039
GPT teacher head0.368
Teacher spread0.329 · 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; both teacher heads agree on what is shown here.

Study designTheoretical or conceptual
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

Citations1
Published2024
Admission routes1
Has abstractyes

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