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Record W3157198132 · doi:10.1177/00208817211004026

A Crisis is a Terrible Thing to Waste: Feminist Reflections on the EU’s Crisis Responses

2021· article· en· W3157198132 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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueInternational Studies · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicGender Politics and Representation
Canadian institutionsYork University
FundersSocial Sciences and Humanities Research Council of CanadaEuropean Commission
KeywordsEuropean unionBrexitCrisis managementPolitical sciencePolitical economyNegotiationState (computer science)Face (sociological concept)Development economicsEconomic systemEconomicsSociologyInternational tradeLawSocial science

Abstract

fetched live from OpenAlex

As critics are quick to point out, the European Union (EU) has entered the crisis phase of its evolution. It could be argued that crisis management is now the EU’s new normal. Dealing with both endogenous (e.g., economic crisis and Brexit) and exogenous crises (e.g., the migrant crisis and COVID-19), the EU is facing a whole new set of challenges that has the potential to destabilize the complex institutional balance that has maintained the process of European integration over the last 70 years. In this environment of rapid responses, gender+ equality has frequently been compromised. As we argue in this article, the implications of this backsliding are grave not only for equality but also for the European Union as a whole. Drawing on Walby’s concept of gender regimes and social transformation, we consider current crises and the EU’s responses to those crises to highlight potentially dangerous shifts in the European gender regime. With crisis response increasingly supporting a neo-liberal gender regime, the current state of perpetual crisis in the European institutions does not bode well for the future of equality.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.842
Threshold uncertainty score0.760

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.236
GPT teacher head0.494
Teacher spread0.258 · 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