Expression by Role-Playing: Teaching Offering and Giving Assistance
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 use of giving and offering help is the primary expression in communication. These expressions in English are often needed, especially for nursing, where meeting with the public, including foreigners, is possible. This study aimed to determine the process of providing material about the expressions used in giving and offering assistance to patients in English and how to pronounce the vocabulary using the role-play method. In this study, the researcher used a descriptive qualitative approach to the subject of nursing students in the first semester at Universitas Wiraraja. The result stated that giving and offering help with role-play occurred with several obstacles. The students' limited knowledge about expressions to provide and assist patients made the learning process not optimal. Only a few expressions were used to describe the expression giving and offering help. Some students had difficulty in choosing words, especially related to health-based words. Errors in pronouncing some vocabulary were also an obstacle in the learning, especially in expressing giving and offering some helps. In addition, due to the mispronunciation, the students speak with low fluency.
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 | 0.000 | 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 | 0.000 |
| 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