Book Review: Moocs and Open Education in the Global South: Challenges, Successes and Opportunities
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
Many Western educators live under the mistaken impression that Massive Open Online Courses are a waning fad that never lived up to the disruptive potential claimed by its early evangelists.However, even so-called educational experts are often unaware of the long-term impact of educational technologies after the initial glow and flush of venture capital has faded.MOOCs certainly fall into this category.Class Central reports that in 2019 some 13,500 MOOC courses were delivered to over 110,000,000 learners worldwide (an annual increase of over 18%).The MOOCs and Open Education book promises to be an important resource for educators globally.It not only provides concrete examples of MOOC and OER use in countries throughout the Global South but also deals with instructional design, effects of government policy, adoption issues, faculty and student perceptions of value, the state of research and more.Thus, it is an important and a timely publication.
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 | 0.001 | 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