Development of A Mini Autoclave for Bubur Ceria MPASI Products as an Alternative to Prevent Growth Retardation
Bibliographic record
Abstract
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.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".