<i>Techne,</i> a virtue to be thickened: Rethinking technical concerns in teaching and teacher 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
This article brings stories of teaching and learning to teach in China into conversation with Aristotle’s intellectual virtue techne and its reinterpretations. The intent is to challenge the overwhelming trend of instrumental rationality in teaching and teacher education in both China and Canada. I explore and thicken the concept of techne, one of the Aristotelian intellectual virtues, to understand what is at stake in today’s technical approaches to teaching and to imagine alternative possibilities. Aristotelian conception of techne is often translated as technical expertise, craft or skills and could to some extent justify today’s enthusiasm around technical concerns in teaching and teacher education. However, some of its contemporary re-appropriations critique and extend the restricted understanding of techne and offer educators a richer, more ethical view of techne and technical thinking in education. An interplay of Aristotelian intellectual virtues of techne and phronesis (practical wisdom) may reconnect techne to the rough ground of experience, challenge its preoccupation with instrumental ends, and assert its moral dimension.
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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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