Public pedagogies of arts-based environmental learning and education for adults
Bibliographic record
Abstract
This paper examines how current theorizing on public pedagogy can be used to understand scholarship on creative, arts-based pedagogies in informal environmental education for adults. In particular, the study applies Biestas (2012, 2014) typology of public pedagogies to three bodies of literature: arts-based adult learning and education in the environmental movement, eco-art, and Tactical Urbanism, respectively. Each of these is about public art, displayed or performed in public spaces, and connected to environmental learning and education. The scholarship reviewed came mostly from Canada and Australia. In the public, democratic spaces of these countries, we found that arts in the environmental movement and eco-art could be characterized by Biestas pedagogy of the public, and partially by a pedagogy in the interest of publicness. The performance of Tactical Urbanism corresponded most closely to pedagogy in the interest of publicness. The paper concludes with a discussion of directions for further theorizing and research on public pedagogy and arts-based environmental learning and education for adults.
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.006 |
| Scholarly communication | 0.003 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 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".