MétaCan
Menu
Back to cohort
Record W4392056657 · doi:10.51644/9780889206373

The Work of Their Hands

2006· book· en· W4392056657 on OpenAlexaboutno aff
Gloria Neufeld Redekop

Bibliographic record

Venuenot available
Typebook
Languageen
FieldAgricultural and Biological Sciences
TopicAgriculture and Farm Safety
Canadian institutionsnot available
Fundersnot available
KeywordsWork (physics)Visual artsArtEngineeringMechanical engineering

Abstract

fetched live from OpenAlex

Impelled by a call to share their gifts through service, Russian Mennonite women immigrating to Canada organized their own church societies ( Vereine ) as avenues of mission and spiritual strengthening. For women who were restricted from leadership positions within the church, these societies became the primary avenue of church involvement. Through them they contributed vast amounts of energy, time and financial resources to the mission activity of the church. The societies thus became a context in which women could speak, pray and creatively give expression to their own understanding of the biblical message. Using primary sources such as reports, letters, minutes, etc., as well as society histories, interviews and survey data, Redekop charts the development of these societies, from the establishment of the earliest ones in the 1870s to their flowering in the fifties and sixties and their decline in the eighties and nineties. The Work of Their Hands elucidates the context in which Mennonite women lived their identity as Christian women, one considered appropriate by themselves and the institutional church. It also shows how changes to the societies, including declining membership and a shift in their primary focus from sewing and baking to one of spiritual fellowship, reflect the changing roles of women within the church, the home and the wider society. The Work of Their Hands is an important book in the history of Mennonite women’s spirituality and will be a valuable resource for religious studies, women’s studies and Canadian history.

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)0.002
metaresearch head score (Gemma)0.004
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: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.041
Threshold uncertainty score0.081

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0140.026
Scholarly communication0.0100.006
Open science0.0010.005
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0190.004

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 head0.010
GPT teacher head0.169
Teacher spread0.159 · 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
Published2006
Admission routes1
Has abstractyes

Explore more

Same topicAgriculture and Farm SafetyFrench-language works237,207