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Record W4414145080 · doi:10.5206/sc.v15i1.22566

The Survival of Abortion Access in Canada

2025· article· en· W4414145080 on OpenAlexaboutno aff

Bibliographic record

VenueThe Social Contract · 2025
Typearticle
Languageen
FieldMedicine
TopicReproductive Health and Contraception
Canadian institutionsnot available
Fundersnot available
KeywordsAbortionSupreme courtAbortion lawDeveloped countryFamily planningIdentity (music)

Abstract

fetched live from OpenAlex

The topic of abortion is fraught with intense debate across all people, especially in North America. With the recent Dobbs v. Jackson Women’s Health Organization decision, abortion access is under renewed attack in the United States. Canada has made an identity for itself in its persistent defense of the right to terminate a pregnancy, one of the stronger stances against its historically overbearing neighbor. The R. v. Morgentaler ruling by the Supreme Court of Canada in 1988 decriminalized abortion and established a standard for the defense of reproductive rights. Later legal disputes and judgments have strengthened Canada's pro-choice position. However, there is a more malicious and complex history in both countries on this issue, and the future is beginning to look just as unstable. This paper aims to highlight the evolving attitudes and ominous impact of the changes in the United States for Canadian women in regards to their reproductive rights. Through a thorough comparison of the historic, political, and cultural ideas of both countries, I will present how the right to an abortion in Canada is being undermined and threatened by continued influence of the US.

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)0.001
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 score0.489
Threshold uncertainty score0.299

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.025
GPT teacher head0.366
Teacher spread0.342 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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