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Record W2888089484 · doi:10.22212/aspirasi.v9i1.985

Stunting : Studi Konstruksi Sosial Masyarakat Perdesaan dan Perkotaan Terkait Gizi dan Pola Pengasuhan Balita di Kabupaten Jember

2018· article· en· W2888089484 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

VenueAspirasi Jurnal Masalah-masalah Sosial · 2018
Typearticle
Languageen
FieldMedicine
TopicPublic Health and Nutrition
Canadian institutionsWiLAN (Canada)
Fundersnot available
KeywordsResidenceMeaning (existential)PsychologyEnvironmental healthMedicineSociologyDemography

Abstract

fetched live from OpenAlex

Abstract: Indonesia’s rank in world was 5th on stunting case. 5 million of children under five (38.6 % from 12 milion) got stunting in Indonesia. The aims of this study were to descript the social construction of rural-urban community about the meaning of children’s health and illness,and the pattern of nurturing which was related to stunting. The study used qualitative’s method, datas collected with depth interview and observation partisipation. The study was conducted in rural-urban communities which had stunting cases in Jember (Kalisat and Jelbuk). The study was conducted in June to December 2013. The study showed that stunting were related to social construction. Difference social construction in rural-urban which constructed the meaning of healthy or illness and nuruturing the stunting’s children was affected by maternal education, early-age marriage, after marriage’s residence, responsibilities of nurturing, and valuable concept in community that causes the lack of knowledge about nutrition. The study concluded that stunting was not a single cause of heatlh’s problems, but it related to social construction. Causes lied in the distinction of social construction, patterns of communication and interpretation between health providers and community, so there was no meeting point for the success of nutritional improvement children under five’s programs.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.057
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.029
GPT teacher head0.319
Teacher spread0.289 · 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