Muslim Educators’ Pedagogies: Tools for Self, Social, and Spiritual Transformation
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
In this interpretive research study, Claire Alkouatli inquires into the pedagogical activities Sunni Muslim educators employ in sites of Islamic education that are often marginalized by stereotypes, misperceptions, and charges of anachronism and indoctrination. She invited thirty-five Muslim Canadian educators to share their perspectives on their pedagogies around teaching Islam to children and youth. Her thematic analysis of participants’ variegated descriptions coalesced into a three-theme pedagogical typology. Distinct from mainstream secular pedagogies at the levels of ontology, epistemology, and developmental psychology, Islamic pedagogies are situated within a wider conceptual paradigm. Recognizing their qualities of holism and “double cultural relevance,” they are functionally significant in teachers’ repertoires for helping young Muslims think across paradigms and may contribute to both sociocultural continuity and more equal inter-epistemic interaction in heterogeneous societies.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 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) | 0.004 | 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