Collaboration as a New Creative Imaginary: Teachers’ Lived Experience of Co-Creation
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
Research on collaborative professionalism may be enriched by inquiries into the lived experiences of teachers. The question of what collaboration is like for teachers has not been taken up widely in the literature. The meaning of collaboration as a coming together of individuals who share, design, and co-create for purposes that are aligned with generative possibilities of producing something new, of understanding something in a novel way, and to combine perspectives, personalities, experiences and expertise, represents a new area for research. This paper presents a phenomenological analysis of teachers’ lived experiences of collaboration. To ask these questions requires an orientation to the lived experience of teacher collaboration. For the purposes of this paper, two themes – collaboration and a creative imaginary, and collaboration and relationality – are described as unique structures of human experience. This research supports the conclusion that research in the field of collaborative professionalism and teacher collaboration may be significantly deepened by inquiries into concrete lived experiences of teacher collaboration.
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 | 0.001 | 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) | 0.001 | 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