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Record W4390844069 · doi:10.22236/solma.v12i3.12810

Development of A Mini Autoclave for Bubur Ceria MPASI Products as an Alternative to Prevent Growth Retardation

2023· article· en· W4390844069 on OpenAlexaff
Imam Agus Faizal, Yusuf Eko Nugroho, Frisca Dewi Yunadi

Bibliographic record

VenueJurnal SOLMA · 2023
Typearticle
Languageen
FieldMedicine
TopicPublic Health and Nutrition
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsMedicineSanitationHygieneBusiness

Abstract

fetched live from OpenAlex

Background: Food hygiene and sanitation principles are a form of effort to prevent human disease. This service partner is "Healthy and Cheerful Baby Porridge," which has contributed a lot to preventing stunting as MPASI. The aim of this Community Empowerment (PMP) service is to innovate porridge packaging from plastic cups to autoclavable pouches so that the porridge is more durable and long-lasting and to apply mini autoclave-based technology when the porridge is packaged to make it more hygienic and sterile against pathogens. Method: Implementation of the PMP begins with an initial survey and partner cooperation agreement with the cooperation partners using the Focus group discussion (FGD) method. Socialization of materials and training at the Auditorium and Microbiology Laboratory at Al-Irsyad University, Cilacap. Evaluation of the implementation and sustainability of PMP activities. Results: Material dissemination and training on packaging cheerful porridge using autoclavable pouch technology was carried out. As many as 30% agreed, and 70% chose to strongly agree regarding the assessment of the new packaging and leaflet for cheerful porridge. Conclusion: Packaging the porridge with an autoclavable pouch makes the porridge more hygienic, sterile, and long-lasting.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.375
Threshold uncertainty score0.347

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
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 head0.057
GPT teacher head0.369
Teacher spread0.312 · 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 designBench or experimental
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

Citations1
Published2023
Admission routes1
Has abstractyes

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