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Breast‐Feeding Advocacy, Risk Society and Health Moralism: A Decade’s Scholarship

2011· article· en· W1538476092 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSociology Compass · 2011
Typearticle
Languageen
FieldMedicine
TopicBreastfeeding Practices and Influences
Canadian institutionsnot available
Fundersnot available
KeywordsScholarshipSociologyMantraPromotion (chess)Identity (music)Gender studiesRelation (database)Social sciencePolitical scienceLawPoliticsAesthetics

Abstract

fetched live from OpenAlex

Abstract This article reviews research published this century that engages critically with the mantra ‘Breast is Best’ and the associated expansion of official breast‐feeding promotion programmes. In recent years there has been a marked increase in the number of such studies published. They mostly explore experience in English speaking, industrialised countries (the US, Canada, New Zealand, Australia and Great Britain) which are in some social and cultural respects dissimilar, yet where very similar developments and problems are detected in regards to breast‐feeding promotion. We highlight how this exploration of breast‐feeding promotion internationally has developed understanding of wider sociological themes. This scholarship, we suggest, has provided a powerful illustration of the relation between risk society (more particularly a heightened consciousness of risk) and the evolution of a code of conduct that regulates behaviour, that has been termed ‘health moralizm’. The article covers three themes: ‘Science, risk society, authority and choice’; ‘Public health policy and infant feeding’; and ‘Moralization and women’s identity work’. We conclude that the research discussed shows how the sociological imagination continues to shed light on the relation between private troubles and public issues. We also suggest one conclusion that can be drawn from this research is that official discourse and everyday maternal experience appear increasingly distant from each other.

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)0.001
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 score0.029
Threshold uncertainty score0.662

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 studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.096
GPT teacher head0.355
Teacher spread0.260 · 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