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Record W4395086110 · doi:10.1017/9781009243728.012

The Computerization of Care Work

2024· book-chapter· en· W4395086110 on OpenAlexaff
Ellen Balka, Ina Wagner, Anne Weibert, Volker Wulf

Bibliographic record

VenueCambridge University Press eBooks · 2024
Typebook-chapter
Languageen
FieldBusiness, Management and Accounting
TopicBusiness Process Modeling and Analysis
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsWork (physics)Computer scienceEngineeringMechanical engineering

Abstract

fetched live from OpenAlex

Nursing work offers a unique lens through which we can examine women’s work in relation to technology. The chapter follows a path from early nursing information systems to modern decision-support systems, to care robots. These technologies stimulate a debate about care and its nature. They also raise design-related issues concerning the limits of automation with respect to standardization and modelling. While standardization is an essential part of nursing documentation systems, nursing protocols, and care plans, the question is how to make space for judgment based on nurses’ experience and intuition. Another main concern with regard to nursing information systems is that they integrate a managerial logic into care work. The chapter also addresses the ethical discourse on robotics – the question of whether or not activities performed by a care robot can and should be considered ‘genuine’ caretaking. It raises fundamental questions about power, autonomy, and control in relation to robotics and the automation of care, foregrounding power issues and the need to address them through a focus on intersectionality.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.988
Threshold uncertainty score0.895

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)0.0000.000

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 head0.015
GPT teacher head0.175
Teacher spread0.161 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations0
Published2024
Admission routes1
Has abstractyes

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