Creative Listening as a Driving Force in Explorations of a Subject Matter
Bibliographic record
Abstract
Listening is a familiar activity in education but has received less interest in the literature than speaking, matching its position in our popular culture, which focuses on freedom of speech and extrovert demeanor. Drawing on John Dewey to understand what characterizes creative listening in educational dialogue, this paper argues that creative listening initiates and prolongs explorations into a subject matter through creative tensions, here described as the interplay between originality and meaningfulness that triggers further inquiries and gives rise to ambivalent experiences within the teacher. Through these tensions, creative listening widens the subject matter and increases the opportunities for teachers and students to connect to the world of the subject matter. To achieve this form of listening, the teacher must artfully navigate the tangle of creative endeavors to facilitate enriched educational experiences for the students. By highlighting creative listening as a subtle but powerful force in educational dialogues, this paper strives to emphasize and expand the role of listening in education, promoting an understanding of the way silent communications aid complex forms of knowing.
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How this classification was reachedexpand
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 | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".