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Record W4285127667 · doi:10.7202/1088377ar

Pandemic Resurrection: Making Gendered Citizenship Visible in a “Postfeminist” Era

2022· article· en· W4285127667 on OpenAlexvenueno aff
Kathleen Knight Abowitz, Andrea Bennett-Kinne

Bibliographic record

VenuePhilosophical Inquiry in Education · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicGender, Feminism, and Media
Canadian institutionsnot available
Fundersnot available
KeywordsOppressionMaterialismSociologyCitizenshipGender studiesPoliticsBustIdentity (music)CategorizationPolitical scienceBoomEpistemologyAestheticsLaw

Abstract

fetched live from OpenAlex

The pandemic resurrected gender as a central categorization of citizenship. COVID-19 reminds us that gender oppression continues in its traditional, materialist formulations to structure our economic, civic, and political lives. Postfeminism has diversified feminist discourses, and at times been used as a temporal claim – the “post” signifying the diminishing need for feminist theory or activism in light of advancements in gender equality. We use postfeminism in a genealogical and critical sense which encompasses the changes in feminisms and enunciates various contradictions that apply to generations of people. The conditions of COVID-19 prompt us to analyze what Stéphanie Genz aptly names boom and bust postfeminism. This analysis generates two implications for philosophers of education working in areas of gender and political identity.

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)0.004
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: Empirical · Consensus signal: none
Teacher disagreement score0.009
Threshold uncertainty score0.030

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0080.029
Scholarly communication0.0090.013
Open science0.0010.010
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.0090.001

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 head0.149
GPT teacher head0.410
Teacher spread0.260 · 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

Citations1
Published2022
Admission routes1
Has abstractyes

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