THE THREE BLOCK MODEL OF UNIVERSAL DESIGN FOR LEARNING (UDL): ENGAGING STUDENTS IN INCLUSIVE EDUCATION
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
When the Three Block Model of Universal Design for Learning (Katz, 2012a) is implemented, outcomes related to student academic and social engagement were investigated in this study. 631 students from Grades 1 to 12 attending ten schools located in two rural and three urban school divisions in Manitoba took part in the study. Intervention and control groups were assessed pre and during intervention for academic and social engagement. Student and teacher demographics, types of task and grouping structures being assigned were investigated to determine impacts on engagement. Students completed several measures of classroom climate, belongingness, student autonomy, and inclusivity/exclusivity, and a selected sample were observed to obtain detailed information about their engaged behavior. Data were analyzed using repeated measures MANCOVAs. The intervention significantly increased students ’ engaged behavior, particularly active engagement, and promoted social engagement through increased peer interactions, student autonomy, and inclusivity.
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 | 0.001 | 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