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
Purpose – The purpose of this paper is to examine the professional context of the educator and architects who designed and conceived Woodleigh School in Baxter, Victoria, Australia (1974-1979) and to identify common design threads in a series of schools designed by Daryl Jackson and Evan Walker in the 1970s. Design/methodology/approach – The research was derived from academic and professional publications, film footage, interviews, archival searches and site visits. Standard analytical methods in architectural research are employed, including formal, planning and morphological analysis, to read building designs for meaning and intent. Books, people and buildings were examined to piece together the design “biography” of Woodleigh School, the identification of which forms the basis of the paper's argument. Findings – Themes of loose fit, indeterminate planning, coupled with concepts of classroom as house, and school as town, and engagement with a landscape environment are drawn together under principal Michael Norman's favoured phrase that adolescents might experience “a slice of life”, preparing them for broader engagement with a world and a community outside school. The themes reflect changing aspirations for teenage education in the 1970s, indicating a free and experimental approach to the design of the school environment. Originality/value – The paper considers, for the first time, the interconnected role of educator and architect as key protagonists in envisioning connections between space and pedagogy in the 1970s alternative school.
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 | 0.000 |
| 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) | 0.001 | 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