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Record W2900101233 · doi:10.22452/mjes.vol55no2.1

Teen Marriage and Feeding Behaviour to Children in Indonesia

2018· article· en· W2900101233 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.

fundA Canadian funder is recorded on the work.
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

VenueMalaysian Journal of Economic Studies · 2018
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicFood Security and Socioeconomic Dynamics
Canadian institutionsnot available
FundersAcademy of Nutrition and DieteticsMcGill UniversityUniversitas IndonesiaWorld Health Organization
KeywordsBreastfeedingIndonesianLogistic regressionPsychologyDevelopmental psychologyChild healthPediatricsBreast feedingEducational attainmentMedicineDemography

Abstract

fetched live from OpenAlex

One of the key determinants of child nutritional status during the critical window period (the first thousand days of life) is feeding practices, including exclusive breastfeeding, continued breastfeeding, and complementary feeding. The condition of mother, as the main child caretaker, will determine the child’s nutritional status and nutrition patterns. This research will focus on the effect of teen marriage age, which will be predicted through education, on infant and young child feeding behaviour. Previous studies mainly focussed on only one type of child feeding, but this study discusses three types of child feeding behaviour. This study uses the Indonesian Demographic and Health Survey data in 2012 and the method of analysis is binary logistic regression. The sample for this study is based on 4,177 married women from age 15 to 49 who currently has a first child aged 0 to 23 months. The result shows that mothers who married early and with lowest education attainment have a better behaviour of exclusive and continued breastfeeding, but the worst on complementary feeding.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.196

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 head0.019
GPT teacher head0.254
Teacher spread0.235 · 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