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 this paper, we propose embodied listening as pedagogical praxis in which we are receptive to how our whole bodies are involved in communicating with each other. Embodied listening disrupts what we call “speech-as-presence”—normative expectations of student participation emphasizing verbal contributions and privileging particular bodies. These expectations contribute to the reproduction of oppressive logics at work in classrooms—racism, hetero-patriarchy, white feminism, masculinism, ableism, colonialism. We argue that embodied listening can serve as a source of knowledge about these logics, supporting transformation of classroom expectations beyond imposed norms. We reflect on our experiences developing embodied listening practices in our undergraduate courses through our observations and students’ own reflections. Our findings demonstrate both the transformative potential of listening in classrooms and the tensions produced as these strategies discomfited students and disrupted classroom norms. Finally, we engage with critical perspectives on listening positionality from Indigenous studies, disability studies, and sound studies towards deepening our understanding of differences and multiplicities in how we listen. We illustrate how we continue to develop ways to incorporate this work in our classrooms and support students in the exhaustive and uncomfortable work of embodied listening and imaginative ways of being in the classroom.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.008 | 0.005 |
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