Home‐schooling in the Republic of Ireland
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
Abstract Internationally, there continues to be a rise in the popularity of home‐schooling. Although the growth in the numbers of families choosing this alternative approach was evident prior to the Covid‐19 Pandemic school closures, it appears to have impacted on the decision for some to home‐school permanently. Using a scoping review of the literature, this paper considers the research evidence around home‐schooling in the United Kingdom and Europe. It then focuses on home‐schooling in the Republic of Ireland to assess the change and development of home‐schooling over time. In line with trends internationally, Irish administrative data show an increase in the numbers of families engaging in home‐schooling in recent years, particularly for students with disabilities. The paper situates these findings within the context of ongoing debates on inclusive and special education in Ireland and the capacity of mainstream schools to educate and include every student.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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