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Record W1968270569 · doi:10.1080/13698571003789666

Contextualising risk, constructing choice: Breastfeeding and good mothering in risk society

2010· article· en· W1968270569 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueHealth Risk & Society · 2010
Typearticle
Languageen
FieldMedicine
TopicBreastfeeding Practices and Influences
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsBreastfeedingIdentity (music)IdeologySociologyScientific evidenceDevelopmental psychologyBreast feedingPublic healthConsciousnessPsychologySocial psychologyMedicineNursingPolitical scienceEpistemologyPediatricsPoliticsLawAesthetics

Abstract

fetched live from OpenAlex

The ‘whats’ and ‘hows’ of feeding babies is a key interest in the arena of public health. In recent years, this has translated into an ever-increasing emphasis on breastfeeding; namely, on trying to get more mothers to breastfeed, to breastfeed exclusively, and to breastfeed for longer. It is argued, however, that this discourse is not a benign communiqué about the relative benefits of breastfeeding, but an ideologically infused, moral discourse about what it means to be a ‘good mother’ in an advanced capitalist society. With the dual aim of (a) building upon existing cultural analyses of infant feeding, and (b) furthering our understanding of the construction of' ‘good mothering’ in risk society, this paper examines how notions of risk/benefit are taken up and used in mothers' talk about their infant feeding decisions and experiences. The findings detailed in this paper support the thesis that the authority to define and monitor ‘risk’ in parenting is increasingly the purview of medical-scientific discourse. The analysis further demonstrates how, within such a framework, mothers' risk consciousness vis-a-vis infant feeding is activated primarily as an issue of identity, of ‘good mothering’ as defined by the dominant, expert-guided, scientific-medical discourse.

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.

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.172
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.003
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 head0.019
GPT teacher head0.326
Teacher spread0.307 · 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