MétaCan
Menu
Back to cohort
Record W4407864939 · doi:10.1017/aju.2025.2

International Solidarity as a Human Right, Shared Goal, and Community Action

2025· article· en· W4407864939 on OpenAlex

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.

Bibliographic record

VenueAJIL Unbound · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Peace and Security Dynamics
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsSolidarityAction (physics)Political scienceSociologyPsychologyPublic relationsLaw

Abstract

fetched live from OpenAlex

This essay explores three approaches to understanding international solidarity in contexts of migration: as a human right, as a shared goal, or as community-driven action. From a legal perspective, international solidarity has been enumerated as an enabling right that facilitates the exercise of other substantive human rights. An international solidarity-based approach to rights expands the range of actors, incorporating civil society groups as rights-holders, and international organizations and non-state actors as duty bearers. A social science lens might foreground a transversal approach to international solidarity, embracing difference in pursuit of equity. In other words, international solidarity can be conceptualized as a plurality of actors pursuing shared goals across different struggles while rejecting homogeneity. From the vantage of activism, international solidarity can be understood as a force that can enable migrants and deportees who have been excluded and invisibilized to connect particular and local struggles to different local struggles and even transnational struggles. It can counteract dehumanization and portend hope by highlighting the ripple effect that social movements and their work can have on a range of disadvantaged communities. In all three approaches, international solidarity reinforces human connection but with a different emphasis: on the expansion of opportunities to exercise rights, on the recognition and valuing of pluralism, and on the collective power that can be leveraged to encourage social change.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.751
Threshold uncertainty score0.999

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 studies0.0020.000
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 head0.032
GPT teacher head0.379
Teacher spread0.347 · 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