Comparative Study of Pupils' Academic Performance between Private and Public Primary Schools
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.
Bibliographic record
Abstract
This paper compares pupils’ academic performance between the private and public primary schools. The sample,made up of 240 pupils were randomly selected from the private and public primary schools in Ilesa East and WestLocal Government Council Areas of Osun State, Nigeria. Two instruments were used. A structured questionnaireand Pupils’ Achievement Test (PAT) in three core-subject areas of the Primary School Curriculum namely: EnglishLanguage, Mathematics and Social Studies. While the questionnaire was used to collect relevant bio- data of therespondents, the instrument on achievement tests (PAT) was used to collect data on students' performance in thethree subjects involved in the study. Data were analyzed using frequency count, simple percentages and Z-test.Results showed that pupils in the private primary schools performed better than their counterparts in the publicschools and therefore call for improvement in the public schools to enhance the learning opportunity of the vastmajority of pupils attending the public schools.
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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 | 0.002 | 0.000 |
| 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 | 0.001 |
| 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 it