MétaCan
Menu
Back to cohort

Breast-feeding, Bottle-feeding and Dr. Spock: The Shifting Context of Choice*

2005· article· en· W2150491673 on OpenAlexaff
Stephanie Knaak

Bibliographic record

VenueCanadian Review of Sociology/Revue canadienne de sociologie · 2005
Typearticle
Languageen
FieldMedicine
TopicBreastfeeding Practices and Influences
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsHumanitiesContext (archaeology)Breast feedingSociologyEthnologyPhilosophyMedicinePediatricsHistory

Abstract

fetched live from OpenAlex

Dans l'environnement d'aujourd'hui, l'allaitement naturel représente à la fois un exemple médical idéal pour l'alimentation infantile et un exemple moral idéal pour les soins maternels. Le caractère moralement chargé de ce discours rend la notion de choix dans l'alimentation infantile particulièrement problématique et lourde de difficultés. À partir d'une analyse de contenu historique d'éditions choisies de 1946 à 1998 du célèbre manuel de soins de l'enfant du Dr Spock, l'auteure de cet article explique le processus par lequel le discours du sein contre le biberon s'est transformé au cours du dernier demi-siècle et comment ce change-ment a influé sur le contexte du choix à l'intérieur duquel les mères doivent décider comment nourrir leur enfant. In today's environment, breast-feeding represents both a medical gold standard for infant feeding and a moral gold standard for mothering. The morally charged character of this discourse makes the notion of choice in infant feeding particularly problematic and fraught with difficulty. From an historical content analysis of selected editions from 1946 to 1998 of Dr. Spock's famous child-care manual, this paper explicates the process through which the breast versus bottle discourse has shifted over the last half-century, and how these shifts have shaped the context of choice within which mothers must make their infant-feeding decisions.

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)0.003
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.027
Threshold uncertainty score0.062

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0080.026
Scholarly communication0.0050.005
Open science0.0010.003
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 head0.047
GPT teacher head0.301
Teacher spread0.254 · 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 designQualitative
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

Citations65
Published2005
Admission routes1
Has abstractyes

Explore more

Same venueCanadian Review of Sociology/Revue canadienne de sociologieSame topicBreastfeeding Practices and InfluencesFrench-language works237,207