MétaCan
Menu
Back to cohort
Record W1514480527

Distance Education: A Women's Studies Perspective

2009· article· en· W1514480527 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.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueThirdspace · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicGender and Technology in Education
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsDistance educationPerspective (graphical)CurriculumFeminist pedagogyPedagogySociologyFeminismClass (philosophy)Bridge (graph theory)Gender studiesEpistemologyComputer scienceMedicine
DOInot available

Abstract

fetched live from OpenAlex

This paper critically explores the links between WomenA¢â‚¬â„¢s Studies and distance education and questions whether this style of learning is compatible with feminist pedagogical goals. A review of the literature was conducted, primarily from a US and Canadian perspective, and the following are highlighted as key concerns to feminist educators: gender, technology, curriculum, and pedagogy. Significantly, the research suggests that distance education continually downplays the importance of a gender analysis despite the fact that women make up the majority of distance ed users. The research also reveals that feminist teachers are increasingly using their experiences working in distance education to expand upon how, when and where we teach WomenA¢â‚¬â„¢s Studies and that techniques employed within distance ed could be usefully applied to in-class learning. This paper concludes with suggestions of how we might begin to bridge the gap between feminist pedagogy and distance education.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.614
Threshold uncertainty score0.299

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 communication0.0000.000
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 head0.026
GPT teacher head0.398
Teacher spread0.372 · 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