MétaCan
Menu
Back to cohort

Abortion Law Illiberalism and Feminist Politics in Comparative Perspective

2024· article· en· W4400725596 on OpenAlexaff
Joanna N. Erdman, Paola Bergallo

Bibliographic record

VenueAnnual Review of Law and Social Science · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicJudicial and Constitutional Studies
Canadian institutionsDalhousie University
Fundersnot available
KeywordsPerspective (graphical)PoliticsAbortionLawPolitical scienceSociologyPregnancy

Abstract

fetched live from OpenAlex

Since the 1970s, a liberal politics has dominated comparative abortion law, one almost too ubiquitous to name. This article tracks departures from liberal abortion law in Europe and the Americas that have reshaped the field of comparative abortion law. Section 2 examines the repurposing of liberal abortion law for illiberal ends in a conservative moment of authoritarian governments and their anti-gender campaigns. Drawing on larger ideas of autocratic legalism, the article analyzes how governments and courts have used the features of liberal abortion law to revoke or defeat abortion rights. Section 3 examines the counter-emergence of a feminist protest politics that has abandoned liberal abortion law in a democratic remaking of society and state. Today, in abortion lawmaking through democratized institutions and in the unmaking of abortion law through direct action, feminist movements are reclaiming comparative abortion law and its politics.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.010
Threshold uncertainty score0.075

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.003
Science and technology studies0.0070.049
Scholarly communication0.0090.005
Open science0.0010.003
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0050.000

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 head0.039
GPT teacher head0.402
Teacher spread0.363 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreReview

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

Citations9
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueAnnual Review of Law and Social ScienceSame topicJudicial and Constitutional StudiesFrench-language works237,207