The Journey Between There and Here: Stories of a Faculty Writing Group
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
Reflecting, sharing, and producing knowledge about the process of writing and collaboration in a writing group is the focus of this qualitative project, in which we explore a complex weaving of knowledge, subjectivity, and representation. In this group are eight women faculty, all of whom are individually working on writing projects in their own areas of expertise. Using a method of writing as inquiry, each person was asked to keep a reflective journal; an autoethnographic account of their experiences of writing during a three-month period. The group met weekly and each individual shared their reflections and writing experiences. In this project, our intention is to decentre notions of the alienated, isolated academic by writing and constructing knowledge as a collective. Using the metaphor of here and there, we ask how can a relational culture grow out of writing? How can competitive, hidden barriers be broken down and replaced by open, encouraging spaces?
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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.005 | 0.003 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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