Challenges in the Integration of Multimedia by History Teachers in the North West Province of South Africa
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
Today’s learners are born into a multimedia world and feel quite comfortable in an electronic learning environment. The high-quality sound, realistic colour images, graphics, narrations, real-time recordings and full motion videos from multimedia, which are integrated in History lessons, are what the learners of today want and need in their learning. In the study on which this article is based, efforts were made to determine the extent to which Intermediate Phase History teachers (Grade 4-6) of schools in the townships and rural areas in and around the Klerksdorp, Rustenburg and Vryburg districts of the North West Province of South Africa were willing to utilise multimedia in their History (Social Science) lessons. The challenges these History teachers experienced when they were faced with the application of multimedia in their lessons are also highlighted. In the last part of the article recommendations are made to serve as future suggestions for History teachers to apply multimedia in the teaching of the subject.
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 | 0.002 | 0.002 |
| 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