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Record W4412172093 · doi:10.1093/isr/viaf016

Activists in International Courts: Theorizing the Roles of Rights Activists between International Human Rights Courts, States, and Societies

2025· article· en· W4412172093 on OpenAlexaff
Lisa McIntosh Sundstrom, Freek van der Vet

Bibliographic record

VenueInternational Studies Review · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicHuman Rights and Development
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsHuman rightsLawPolitical scienceInternational human rights lawSociology

Abstract

fetched live from OpenAlex

Abstract To better understand the dynamics between states and international human rights courts, international relations scholars must incorporate a systematic understanding of how nongovernmental rights activists influence the decisions of international human rights courts—for instance, the European Court of Human Rights and the Inter-American Court of Human Rights—and the impacts of those decisions on the ground, despite growing state backlash against international human rights courts. To date, several bodies of literature have considered these questions, but none have placed nongovernmental activists’ roles in full focus. The international relations and international law scholarship on judicialization of international politics and state compliance often acknowledges but does not thoroughly examine the role of activists in international law. In contrast, a second body of scholarship, on transnational advocacy networks and legal mobilization, often does theorize the role of activists in international and domestic politics but rarely focuses on activism in international human rights courts. While both bodies of literature acknowledge that nonstate actors influence the practice of international human rights courts, they have not proposed an analytical framework that encapsulates the dynamic relationships among nonstate actors, states, and international human rights courts. By proposing a framework on these relationships, we argue that, beyond simply influencing the outcome of a case in an international court, rights activists—whether NGOs or individual cause lawyers—have multiple reverberating effects upon all stages of case development and political impact. We identify and illustrate three fields in which the strategic efforts of activists play out, with significant consequences for courts’ authority over time. These fields are: (1) strategic litigation activity, (2) advocacy to improve states’ implementation of international human rights courts’ jurisprudence, and (3) responses to state backlash. Taken together, these fields can point us to an analytical path to study the practices of rights activists at international courts.

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)0.021
metaresearch head score (Gemma)0.020
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: Empirical · Consensus signal: none
Teacher disagreement score0.024
Threshold uncertainty score0.109

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0210.020
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0070.004
Science and technology studies0.0160.072
Scholarly communication0.0240.027
Open science0.0040.018
Research integrity0.0090.009
Insufficient payload (model declined to judge)0.0080.001

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 head0.038
GPT teacher head0.397
Teacher spread0.359 · 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
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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