MétaCan
Menu
Back to cohort
Record W2161864339 · doi:10.21083/irss.v27i0.198

Working Class Culture, Family Life and Domestic Violence on Clydeside, c1918-1939: a View from Below

2007· article· en· W2161864339 on OpenAlexvenueno aff
Ann‐Marie Hughes

Bibliographic record

VenueInternational Review of Scottish Studies · 2007
Typearticle
Languageen
FieldSocial Sciences
TopicIrish and British Studies
Canadian institutionsnot available
Fundersnot available
KeywordsClass (philosophy)Domestic violenceWorking classSociologyGender studiesHistoryPolitical scienceMedical emergencySuicide preventionComputer sciencePoison controlMedicineArtificial intelligenceLaw

Abstract

fetched live from OpenAlex

People have no idea how the poor lived in those days. They seemed to be at loggerheads all the time.' 1 he inter-war years were distinguished by marked changes that affected the lives and neighbourhoods of many working class men and women. These changes would prove to have positive and negative implications for working-class family life. New employment opportunities extended the breadth of jobs open to working class people, especially in the new consumer industries that employed significant numbers of women. Correspondingly, the commercialisation of leisure expanded the possibilities of pleasure. Information on birth control and the greater ease of availability of contraceptives also offered a better potential to postpone marriage and reduce family size. Yet, the new employment opportunities did little to alter the 'pin money' wages of women and women's economic dependency on marriage. Marriage was still seen as an attractive alternative to employment in the longer term. 2 Marriage and motherhood were actively promoted as the natural and fulfilling aspirations for women by the state, state agencies, the clergy, religious organisations and the media. Adding to the appeal was the ideal of the 'companionate marriage' in which husbands were expected to share chores, child-care, leisure and provide love and companionship. It seems that this was a 'fairly normative' aspiration amongst many sectors of the working class between the wars, at least amongst women. Change, however, was not just ideological. 3 After World War I, the building of 'homes fit for heroes' and the growth of 'new garden cities', were linked with ideals of the companionate marriage, maternalism, privacy, respectable domesticity and the growth of male homecentred pastimes. This was to be a new way of life in which Scottish Tradition Vol. 27 2002

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)0.001
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.642
Threshold uncertainty score0.701

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.043
GPT teacher head0.374
Teacher spread0.331 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations5
Published2007
Admission routes1
Has abstractyes

Explore more

Same venueInternational Review of Scottish StudiesSame topicIrish and British StudiesFrench-language works237,207