The Effectiveness of Peer Tutoring in Enhancing Reading Comprehension of Ninth Grade Students
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
The study entitled The Effectiveness of Peer Tutoring in Enhancing Reading Comprehension of Grade 9 Students aims to determine the effectiveness of using peer tutoring as a strategy or tool to enhance the reading comprehension of the Grade 9 Students of Samal National High School. The research study utilized an experimental research specifically using pretest-posttest design to investigate the topic. The primary data were collected from a sample of sixty (60) students using a researcher-made reading comprehension questionnaire that had been validated by a panel of experts. Statistical tools such as weighted mean, and t-test were applied to analyze and interpret the data. The results indicated that the ninth grade students achieved the required level of reading comprehension. The study revealed a significant difference in reading comprehension before and after the implementation of peer tutoring, supporting the notion that peer tutoring contributed to the improvement of reading comprehension. As a result, it is recommended to conduct similar studies with a broader understanding of strategies for enhancing reading comprehension, beyond the focus on peer tutoring that has been demonstrated to be effective. Future researchers should encompass a wider scope, different research locations, and additional factors that were not considered in the present study.
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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 | 0.001 |
| 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 it