SUSTAINABILITY OF SCHOOL-BASED FOOD AID IN BAHI DISTRICT OF TANZANIA’S DODOMA REGION AFTER THE END OF WORLD FOOD PROGRAMME SUPPORT
Bibliographic record
Abstract
This study investigated the sustainability of school-based food drive after the phasing out of the World Food Programme (WFP) aid initiative in Bahi district of Dodoma region, Tanzania. The study found that none of the 72 public primary schools in Bahi district had managed to provide school lunch during the post-WFP by October 2017. Only 10 schools managed to provide porridge rather than full lunch to the pupils during the review period. The public primary schools under review were unable to sustain the School Food Programme due to the poor level of parental contributions, drought and widespread poverty. The study also found that parents complained about the school food programme lacking support within the national policy framework. The study recommends the application of the Resource Dependency Theory to sustain the SFP and government’s intervention to boost agricultural production and empower the people to support their wards and the SFP at their wards’ school.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".