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Record W3201484246 · doi:10.1177/0192513x211041981

Managing More than Poverty When Living With Addiction: Parents’ Emotion and Identity Work

2021· article· en· W3201484246 on OpenAlexafffundabout
Amber Gazso

Bibliographic record

VenueJournal of Family Issues · 2021
Typearticle
Languageen
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsYork University
FundersYork University
KeywordsPovertyIdentity (music)FeelingAddictionNarrativeNegotiationPsychologySocial psychologySociologyCriminologyPolitical scienceSocial science

Abstract

fetched live from OpenAlex

In this article, I qualitatively explore the emotion and identity work of parents living with addiction to drugs or alcohol and accessing social assistance, specifically Ontario Works, in Toronto, Canada. Through narrative and discourse analysis of in-depth interviews, I show how parents (re-) produce or (re-) negotiate their identities as mothers and fathers in relation to feeling rules constituted in three broader, cultural discourses about family relations, addiction, and poverty: welfare dependency; intensive mothering; and families as a safe haven. I argue that this emotion and identity work is necessitated by how these feeling rules collude or clash with parents master status of addict entrenched in their relationships with social assistance policy and caseworkers and perceived by others too. I conclude with a consideration of the social policy and justice implications of my findings, including the need to overturn the stigmatization of addiction and poverty.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.192
Threshold uncertainty score0.399

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
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 head0.048
GPT teacher head0.384
Teacher spread0.336 · 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

Citations3
Published2021
Admission routes3
Has abstractyes

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