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Record W4388546118 · doi:10.1515/9781552385098

Looking Back

2012· book· en· W4388546118 on OpenAlexaboutno aff
Susan Matthews

Bibliographic record

VenueUniversity of Calgary Press eBooks · 2012
Typebook
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

When we think about women settlers on the Prairies, our notions tend to veer between the nostalgic image of the "cheerful helpmate" and the grim deprivation of the "reluctant immigrant." In Looking Back: Canadian Women's Prairie Memoirs and Intersections of Culture, History, and Identity, Leigh Matthews shows how a critical approach to the life-writing of individual prairie women can broaden and deepen our understanding of the settlement era. Reopening for examination a substantial body of memoirs published after 1950 but now largely out of print, Matthews engages critical and feminist theory to close the gap between our polarized stereotypes and the actual lived experiences of rural prairie women. Addressing both the limitations and possibilities of life writing, Matthews presents a sound, well-developed and well-written case for memoir as reconciling female experience to the dominant historiography of the prairie west. Reading for "failures and incoherences," the memoirs considered here reveal women's voices that probe a community's most cherished values and beliefs, reveal its conflicts and contradictions, and call leaders to account. - Catherine Cavanaugh, Athabasca University

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.241
Threshold uncertainty score0.498

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0090.004
Scholarly communication0.0060.004
Open science0.0010.003
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.1490.045

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 head0.019
GPT teacher head0.191
Teacher spread0.172 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2012
Admission routes1
Has abstractyes

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Same venueUniversity of Calgary Press eBooksSame topicCanadian Identity and HistoryFrench-language works237,207