STUDENTS’ FEEDBACK TOWARDS USING FACEBOOK IN LEARNING ARABIC LANGUAGE
Bibliographic record
Abstract
<p>This study aims to identify the student’s feedback with regard to using Facebook in learning Arabic language as a foreign language. The study was conducted in a higher learning institution that offers Arabic language as a foreign language. This study involved 22 students as the participants of the study conducted via a Facebook group that was specially created for this purpose. The results indicated positive response from the participants who engaged on the account to improve their language skills. The participants were also motivated to use Facebook to communicate with each other in Arabic language even though they have some setbacks due to some limitations. The participants also pointed out that they prefer Video Application or Picture Apps in giving their comments in Arabic language. The participants also agreed that Facebook can enhance their acquisition of new vocabs during discussion and conversation. This study showed that Facebook can guide the participants in the concepts of collaborative learning in virtual world as an alternative to the face-to-face learning in classroom.</p><p> </p>
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How this classification was reachedexpand
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 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".