Effects of Teaching Paraphrasing Skills to Students Learning Summary Writing in ESL
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 study examines the effects of teaching paraphrasing skills to students of tertiary level on summary writing. Other studies have found that students have limited paraphrasing skills that they can use to help them complete a task. Other factors like culture may also play a part. Twenty two students of lower intermediate level of proficiency in English were used in the study. A piece of summary writing task requires critical thinking skills to produce effective and concise writing. The nature of the task is basically constructing a general conceptual framework from the analysis of the passage and synthesis of specific information from it. This study analyses perceptions of students when handling a summary writing and the awareness of their learning and thinking. Inquiry-based learning (IBL) is used as a strategy to encourage independent thinking when doing summary writing in the classroom. The students in the study found the skills taught to them useful and they were able to apply them in a limited way. Added to this the results from the study indicated that the skills did not help the students equally. Students’ perception of their confidence in their learning abilities and the task assigned may not accurately reflect their paraphrasing skills.
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.
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 | 0.015 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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