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Record W4394807881 · doi:10.3138/topia-2023-0025

Surveillance, Biopower, and Unsettling Intimacies in Reproductive Tracking Platforms

2024· article· en· W4394807881 on OpenAlexvenueno aff
Lindsay Anne Balfour

Bibliographic record

VenueTOPIA Canadian Journal of Cultural Studies · 2024
Typearticle
Languageen
FieldPsychology
TopicSexuality, Behavior, and Technology
Canadian institutionsnot available
Fundersnot available
KeywordsBiopowerInterpretation (philosophy)Reproductive technologySociologyTracking (education)PhenomenonInternet privacyPoliticsPolitical scienceLawEpistemologyComputer science

Abstract

fetched live from OpenAlex

This article turns to the relationship between bodies and selves and the phenomenon of feminine health technologies such as menstruation and ovulation trackers (known as “FemTech”) as a particularly fraught domain of the platform economy. The author explores three interrelated critiques of platform intimacy in FemTech. The author begins with a discussion of biometric surveillance, which takes on new resonance in a post– Roe v. Wade society, where news and social media have been flooded with calls for women to delete their reproductive apps. Next is a discussion of intimacy and estrangement in FemTech platforms, whereby the body no longer registers, through our own interpretation, how we “feel” but how the machine feels us. The author concludes by considering the material dangers of platform intimacy, particularly forms of tracking and violence that are potentialized through digital intimate platforms.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.206
Threshold uncertainty score0.947

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 head0.073
GPT teacher head0.374
Teacher spread0.301 · 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 designObservational
Domainnot available
GenreEmpirical

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

Citations6
Published2024
Admission routes1
Has abstractyes

Explore more

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