Collaboration as a New Creative Imaginary: Teachers’ Lived Experience of Co-Creation
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.
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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 | 0.010 | 0.019 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.013 | 0.035 |
| Scholarly communication | 0.014 | 0.015 |
| Open science | 0.002 | 0.014 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.003 | 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".