Imagination, Waldorf, and critical literacies: Possibilities for transformative education in mainstream schools
Bibliographic record
Abstract
In the face of transmission-oriented national curricula, this study explores possibilities for claiming space for imagination, as ‘the most powerful and energetic of learning tools’ (Egan 1986), in early childhood education in mainstream Kenyan schools. Drawing from Egan’s work on imagination and Cummins’ Nested Pedagogical Orientations framework, this study interrogates the indispensable role of imagination in transformative education, as well as its utility in the ‘transmission’ of the government curriculum. This study draws insights from an initiative integrating imaginative, Waldorf-inspired pedagogies into mainstream pre-primary and early primary classrooms to explore how imagination-based pedagogies, including storytelling, creative play, poems and verses, drawing and painting, can support the development of critical literacies in young children.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.001 |
| Science and technology studies | 0.007 | 0.058 |
| Scholarly communication | 0.010 | 0.012 |
| Open science | 0.001 | 0.009 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".