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Record W3002222253 · doi:10.3390/genealogy4010014

Father Involvement, Care, and Breadwinning: Genealogies of Concepts and Revisioned Conceptual Narratives

2020· article· en· W3002222253 on OpenAlexafffund
Andrea Doucet

Bibliographic record

VenueGenealogy · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicFamily Dynamics and Relationships
Canadian institutionsBrock University
FundersCanada Research Chairs
KeywordsNarrativeSubjectivitySociologyConceptual frameworkVulnerability (computing)Care workObject (grammar)ProvisioningEpistemologyWork (physics)Social scienceComputer scienceComputer securityLinguistics

Abstract

fetched live from OpenAlex

This paper addresses an enduring puzzle in fathering research: Why are care and breadwinning largely configured as binary oppositions rather than as relational and intra-acting concepts and practices, as is often the case in research on mothering? Guided by Margaret Somers’ historical sociology of concept formation, I conduct a Foucauldian-inspired genealogy of the concept of “father involvement” as a cultural and historical object embedded in specific histories, conceptual networks, and social and conceptual narratives. With the aim of un-thinking and re-thinking conceptual possibilities that might expand knowledges about fathering, care, and breadwinning, I look to researchers in other sites who have drawn attention to the relationalities of care and earning. Specifically, I explore two conceptual pathways: First the concept of “material indirect care”, from fatherhood research pioneer Joseph Pleck, which envisages breadwinning as connected to care, and, in some contexts, as a form of care; and second, the concept of “provisioning” from the work of feminist economists, which highlights broad, interwoven patterns of care work and paid work. I argue that an approach to concepts that connect or entangle caring and breadwinning recognizes that people are care providers, care receivers, financial providers, and financial receivers in varied and multiple ways across time. This move is underpinned by, and can shift, our understandings of human subjectivity as relational and intra-dependent, with inevitable periods of dependency and vulnerability across the life course. Such a view also acknowledges the critical role of resources, services, and policies for supporting and sustaining the provisioning and caring activities of all parents, including fathers. Finally, I note the theoretical and political risks of this conceptual exercise, and the need for caution when making an argument about fathers’ breadwinning and caregiving entanglements.

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)0.020
metaresearch head score (Gemma)0.023
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.020
Threshold uncertainty score0.104

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0200.023
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.003
Science and technology studies0.0070.074
Scholarly communication0.0120.019
Open science0.0020.008
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0020.000

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 head0.063
GPT teacher head0.330
Teacher spread0.267 · 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 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

Citations49
Published2020
Admission routes2
Has abstractyes

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