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Record W7100030637

VOICES FROM THE FIELD- Breastfeeding Education and Support: A Practice Perspective

2006· article· en· W7100030637 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEngineering
TopicElectromagnetic Compatibility and Noise Suppression
Canadian institutionsnot available
Fundersnot available
KeywordsBreastfeedingExcellenceLeagueDisadvantagedPopulationPerspective (graphical)
DOInot available

Abstract

fetched live from OpenAlex

La Leche League Canada (LLLC) (la lay-chay) and Ligue la Leche are the two Canadian affiliates of La Leche League International (LLLI), providing mother-to-mother services in English and French respectively to thousands of pregnant and breastfeeding women annually. It is from this perspective that we have reviewed the articles on breastfeeding and related topics in the Centre of Excellence for Early Childhood Development online encyclopedia. Breastfeeding is important to the health of the population even in developed countries and particularly for disadvantaged women and children. Health Canada1 and the Canadian Paediatric Society2 recommend exclusive breastfeeding to six months, appropriate introduction of solids and then continued breastfeeding to two years and beyond. LLLC provides practical help to meet these recommendations. There is much more work to be done to create an environment in which breastfeeding is seen not only as the normal way to feed babies, as stated by Greiner,3 but also the normal way to nurture babies and young children and to foster the development of the mother-baby relationship. We were disappointed that breastfeeding was so rarely mentioned in the encyclopedia

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)0.000
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.529
Threshold uncertainty score0.666

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.003
GPT teacher head0.236
Teacher spread0.232 · 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 designNot applicable
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

Citations0
Published2006
Admission routes1
Has abstractyes

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