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Record W4401630613 · doi:10.1093/socpro/spae047

Time Won’t Give Me Time: Intersections of Racialized and Gendered Organization of Work in Tech

2024· article· en· W4401630613 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

VenueSocial Problems · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicDigital Economy and Work Transformation
Canadian institutionsUniversity of CalgaryUniversity of Toronto
Fundersnot available
KeywordsWork (physics)SociologyGender studiesEngineering

Abstract

fetched live from OpenAlex

Abstract Drawing on theories of gendered and racialized organizations and research on racialization and citizenship, we weave together an intersectional understanding of gendered racial meaning making in tech work. We focus on workers’ control over time, an important point of overlap between gendered and racialized organizations theories. Based on interviews with 85 tech workers who are either U.S. workers or Indian men in the United States with temporary non-immigrant visas (primarily H-1B visas), we examine the organization of work for tech workers with and without visa restrictions, focusing on control over time. We find that permanent U.S. engineers, mostly men, have considerably more control than Indian temporary workers, who have virtually none. U.S. managers have the most control, but because of the perception that they trade schedule control for less technical work, this work is feminized and devalued among engineers. Together, these conditions help to create a lower status, feminized managerial track and lower status, racialized but masculine technical track drafting the Indian workers in racially subordinated masculinity while preserving agency over time and status for technical workers with permanent legal status. These findings allow us to offer an intersectionally grounded revision of the abstract ideal worker concept.

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)0.000
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.513
Threshold uncertainty score0.271

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.012
GPT teacher head0.251
Teacher spread0.239 · 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