Is Freirean Transformative Learning the Trojan Horse of Globalization and Enemy of Sustainability Education? A Response to C. A. Bowers
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 an earlier article in this journal, C. A. Bowers suggests that transformative learning, particularly Paulo Freire’s pedagogy, is a Trojan horse of western globalization, by deepening the ecological crisis and colonizing indigenous cultures. He charges that critical pedagogues avoid their own complicity in neoliberal globalization; he advocates for an alliance between conservative politics and environmentalism; and he promotes a “conserving education.” This article will critique the first three facets of Bowers’ argument: first, by agreeing with the critique of the enlightenment underpinnings in transformative learning theory but resolving them in more nuanced ways; second, by explaining the ontology implicit in Freire that Bowers misunderstands; and third, expanding the critical stream of transformative learning by arguing that every sustainability educator needs a strong political economic as well as cultural analysis, combined with honoring local contexts, including indigenous traditional knowledge.
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 | 0.003 | 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 | 0.001 |
| 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