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Record W3134121195 · doi:10.1111/1468-0424.12521

Women's International Thought in the Twentieth‐Century Anglo‐American Academy: Autobiographical Reflection, Oral History and Scholarly Habitus

2021· article· en· W3134121195 on OpenAlexaboutno aff
Sarah C. Dunstan

Bibliographic record

VenueGender & History · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicHistorical Gender and Feminism Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHabitusSociologyOral historyGender studiesRace (biology)Subject (documents)Argument (complex analysis)Intellectual historyEpistemologyAestheticsSocial scienceAnthropologyCultural capitalLawPolitical scienceMedicinePhilosophy

Abstract

fetched live from OpenAlex

Abstract Methodologies of textual and linguistic analysis have long held sway in Anglo‐American practices of intellectual history. Such approaches tend to decouple the ideas being traced from the human subject, or scholar, producing the thought. Taking the lead from the rich theorising work done in feminist, gender, race and cultural histories, this article asks what changes in our understanding of intellectual histories of international thought when we connect the lived and bodily realities of the human subjects producing the ideas to the ideas themselves. In so doing, the article makes a case for the importance of fleshing out what the author calls ‘scholarly habitus’ and suggests the potential utility of oral history as a methodology for reconstructing ‘scholarly habitus’. The article will draw upon an oral history archive comprised of twenty interviews conducted with senior women International Relations scholars from the United States, Canada and the United Kingdom to flesh out this argument. The article argues that oral history, as a medium for autobiographical practice, can reveal aspects of how gender, race and class shaped the scholarly practice and career trajectories of these women, as well as shed light on the historical dynamics of the discipline of International Relations as a whole.

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)0.006
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.983
Threshold uncertainty score0.072

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.010
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0040.003
Science and technology studies0.0170.027
Scholarly communication0.0120.005
Open science0.0010.005
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0040.000

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 head0.065
GPT teacher head0.315
Teacher spread0.250 · 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.

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

Citations7
Published2021
Admission routes1
Has abstractyes

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