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Record W1688657362

Politics, gender and the farmyard

2005· article· en· W1688657362 on OpenAlexaboutno aff
Sally Shortall

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicRural development and sustainability
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsPolitical scienceSociologyGender studiesLaw
DOInot available

Abstract

fetched live from OpenAlex

La recherche sur les agricultrices a tendance ri souligner les caractkristiques de leur vie sur ia ferme et la structure du fernage quand il s hgit de promouuoir l2galite ' I l'intkrieur de cette fonction. Cet article assure que le climat politique exerce un impact considkrable sur l'igalite ' des femmes en agriculture comme ceJirt le cm en Iriande du Nord dans le contexte d'un changement politique radical. L huteure se demande si ce changement pourrait seruir de mod & pour faire auancer la place des femmes dans le contexte de la dmocratie canadienne plus stable et plus kvoluke. Research on farm women has greatly advanced our un-derstanding of women's farm work (Gasson; Reimer), their involvement, or lack there of, in farming organiza-tions, (Teather 1994; Shortall 1999), and their low par-ticipation in agricultural education and training (Liepins and Schick; Schmitt; Shortall 1996). This research has tended to focus on farm women, the characteristics of their farming lives and the structure of farming when considering how to advance equality for women within this occupation. With the notable exception of some

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 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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.648
Threshold uncertainty score0.458

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 head0.015
GPT teacher head0.206
Teacher spread0.191 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations0
Published2005
Admission routes1
Has abstractyes

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