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
Abstract Participation is central to and essentialized in theatre and interactive arts. While scholars have articulated the importance of participation in arts, participation has also been considered a foundational principle in development discourse, and it is largely external. Beyond the notion of participation as an external force, which I term a verb-oriented notion of participation, is the noun-oriented notion of participation, which is innate and organically induced from within an individual and a group or community (collective). In this article, I discuss a dual notion of participation and a relational interaction between these notions, which can lead to a holistic insight on participation. Using a case study that deals with managing conflict and bullying in a secondary drama classroom, an applied theatre project among refugees in Australia, I explore how this holistic insight into participation can influence how participation is framed and conceptualized in any applied theatre project. I argue that participation has been framed using a onesided, verb-oriented approach, and I propose a holistic notion of participation as a tool to rethink, reposition, reconceptualize and re-evaluate participation in applied theatre practice.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| 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 it