The Level of Satisfaction of Female Learning Disabilities’ Parents with Their Kids’ Integration in Regular Schools in Riyadh, Saudi Arabia
Bibliographic record
Abstract
<p class="apa">This study aims at finding out the parents’ level of satisfaction with the integration of their daughters with learning disabilities in regular schools in Riyadh, Saudi Arabia. The study sample consisted of 283 parents of female students. The instrument of data collection was a questionnaire consisting of 59 items for 10 domains. The study results indicated that the services provided by the resources rooms in regular schools gained the highest parents’ satisfaction, followed by the services related to the means and methods used by the resources room’s teacher. However, the extracurricular services gained the lowest level of parents’ satisfaction. In light of the results of the current study, a number of pedagogical implications can be presented to decision makers to improve the resources room which leads to an increase of the satisfaction level of female learning disabilities’ parents with their kids’ integration in regular schools in Riyadh, Saudi Arabia.</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 | 0.001 | 0.003 |
| 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 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".