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Record W4399026978 · doi:10.1080/09589236.2024.2357799

What Hath Dobbs Wrought? Abortion activism in precarious and punitive times

2024· article· en· W4399026978 on OpenAlex
Leslie Regan Shade, Kenneth C. Werbin

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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueJournal of Gender Studies · 2024
Typearticle
Languageen
FieldMedicine
TopicReproductive Health and Contraception
Canadian institutionsWilfrid Laurier UniversityUniversity of Toronto
FundersSocial Sciences and Humanities Research Council of CanadaArts and Humanities Research Council
KeywordsPunitive damagesAbortionSociologyPolitical sciencePolitical activismLawPoliticsPregnancy

Abstract

fetched live from OpenAlex

In June 2022, the U.S. Supreme Court in Dobbs v. Jackson Women’s Health Organization (2022) overturned Roe v. Wade (1973), abolishing the constitutional right to abortion. Significant in its radical criminalization of abortion, Dobbs reinvigorated feminist activism for reproductive justice. Digital and mobile technologies are used in innovative ways by activists to organize, educate, and dispel counter-narratives about abortion, including feminist global networks that provide medication abortion and abortion storytelling through social media and media interventions. There continue to be analogue interventions that are the legacy of the 1960’s-era Jane Collective. In this vexatious legal environment, the communication technologies that facilitate abortion activism are weaponized by restrictionist actors to not only misinform, but also, through abortion surveillance, to track and curtail access to reproductive care by tapping into and exploiting what we term the personal data economy of reproductive health. Activists are thus countering the surveillant assemblages engaged by restrictionist states whose objective is to criminalize abortion access and care across borders. This article considers the historical and current media ecology surrounding reproductive health, care and justice, the technologies that have and continue to shape it, and the array of analogue, digital, mobile and hybrid feminist activist interventions emerging post-Roe.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.865
Threshold uncertainty score0.253

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 communication0.0000.001
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 head0.070
GPT teacher head0.390
Teacher spread0.320 · 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