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Record W4385897205 · doi:10.1080/01425692.2023.2240530

Mathematics homework and the potential compounding of educational disadvantage

2023· article· en· W4385897205 on OpenAlexaffabout
Lisa O’Keeffe, Carolyn Clarke, Sarah McDonald, Barbara Comber

Bibliographic record

VenueBritish Journal of Sociology of Education · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicParental Involvement in Education
Canadian institutionsSt. Francis Xavier University
Fundersnot available
KeywordsDisadvantageNegotiationContext (archaeology)CurriculumMathematics educationCompoundingPedagogyPsychologySociologySocial scienceComputer science

Abstract

fetched live from OpenAlex

Parental involvement in schooling has been shown to have a positive impact on children's educational outcomes.With changing mathematics curricula and pedagogical approaches as a context, we explore how mathematical dispositions emerge through gendered and classed experiences with mathematics homework.We share the experiences of mothers from eight Canadian families as they negotiate mathematics homework with their children.We consider the impact of their differing access to resources and highlight the way mathematics homework disrupts family time, creates tension, and contributes to a sense of inadequacy for some mothers.This results in mothers and children having negative experiences with mathematics homework, which can lead to the compounding of intergenerational negative mathematical dispositions and identities.

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)0.002
metaresearch head score (Gemma)0.001
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: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.184
Threshold uncertainty score0.705

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
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 head0.361
Teacher spread0.335 · 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 designTheoretical or conceptual
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

Citations8
Published2023
Admission routes2
Has abstractyes

Explore more

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