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Teaching Women Writers in a "Great Books" Program

2021· article· en· W3174711900 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCriticism · 2021
Typearticle
Languageen
FieldArts and Humanities
TopicPublishing and Scholarly Communication
Canadian institutionsnot available
Fundersnot available
KeywordsHistoryMathematics educationSociologyPsychology

Abstract

fetched live from OpenAlex

Abstract: This piece discusses the integration of women writers into a "Great Books" curriculum at a public university in Canada. I consider how the relations among my students, me, and the texts of early modern women have changed over the past twenty years as those texts have become part of the canon. I argue that the availability of high-quality teaching editions and my university's Learning Management System (LMS) have transformed both my students' encounters with female authored texts as well as the kinds of academic labor that I need to undertake to facilitate undergraduate learning. Where I once spent a good deal of time establishing frameworks within which women's writing had value, I now provide much more specialized guidance often helping students grapple with the material idiosyncrasies of early modern texts. Today, my students view women's writing as integral to the curriculum and are far more eager to embark on in-depth research projects. At the same time, these positive developments have often obscured the ways in which patriarchy shaped women's reading and writing, and I have had to underscore the conditions that restricted women's textual agency. My students and I reflect on the implications of teaching women's texts as "great books" and about the kinds of changes we need to make to make the curriculum more racially diverse.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.962
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
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 head0.043
GPT teacher head0.284
Teacher spread0.241 · 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